From e0eb08b90f82a9fa739255716f168fb0446e8cfa Mon Sep 17 00:00:00 2001 From: martacki Date: Fri, 4 Mar 2022 13:54:04 +0100 Subject: [PATCH 001/608] include ua in countries --- Snakefile | 22 ---------------------- config.default.yaml | 4 +++- 2 files changed, 3 insertions(+), 23 deletions(-) diff --git a/Snakefile b/Snakefile index 4b8fa0b3..a67dad13 100644 --- a/Snakefile +++ b/Snakefile @@ -182,28 +182,6 @@ if config['enable'].get('retrieve_natura_raster', True): run: move(input[0], output[0]) -rule build_renewable_profiles: - input: - base_network="networks/base.nc", - corine="data/bundle/corine/g250_clc06_V18_5.tif", - natura="resources/natura.tiff", - gebco=lambda w: ("data/bundle/GEBCO_2014_2D.nc" - if "max_depth" in config["renewable"][w.technology].keys() - else []), - country_shapes='resources/country_shapes.geojson', - offshore_shapes='resources/offshore_shapes.geojson', - regions=lambda w: ("resources/regions_onshore.geojson" - if w.technology in ('onwind', 'solar') - else "resources/regions_offshore.geojson"), - cutout=lambda w: "cutouts/" + config["renewable"][w.technology]['cutout'] + ".nc" - output: profile="resources/profile_{technology}.nc", - log: "logs/build_renewable_profile_{technology}.log" - benchmark: "benchmarks/build_renewable_profiles_{technology}" - threads: ATLITE_NPROCESSES - resources: mem_mb=ATLITE_NPROCESSES * 5000 - script: "scripts/build_renewable_profiles.py" - - if 'hydro' in config['renewable'].keys(): rule build_hydro_profile: input: diff --git a/config.default.yaml b/config.default.yaml index d2bf6159..6a6322f3 100755 --- a/config.default.yaml +++ b/config.default.yaml @@ -17,7 +17,7 @@ scenario: clusters: [37, 128, 256, 512, 1024] opts: [Co2L-3H] -countries: ['AL', 'AT', 'BA', 'BE', 'BG', 'CH', 'CZ', 'DE', 'DK', 'EE', 'ES', 'FI', 'FR', 'GB', 'GR', 'HR', 'HU', 'IE', 'IT', 'LT', 'LU', 'LV', 'ME', 'MK', 'NL', 'NO', 'PL', 'PT', 'RO', 'RS', 'SE', 'SI', 'SK'] +countries: ['AL', 'AT', 'BA', 'BE', 'BG', 'CH', 'CZ', 'DE', 'DK', 'EE', 'ES', 'FI', 'FR', 'GB', 'GR', 'HR', 'HU', 'IE', 'IT', 'LT', 'LU', 'LV', 'ME', 'MK', 'NL', 'NO', 'PL', 'PT', 'RO', 'RS', 'SE', 'SI', 'SK', 'UA'] clustering: simplify: @@ -308,6 +308,7 @@ plotting: "HVDC links" : "#8a1caf" "DC-DC" : "#8a1caf" "DC link" : "#8a1caf" + "load": "#dd2e23" nice_names: OCGT: "Open-Cycle Gas" CCGT: "Combined-Cycle Gas" @@ -321,3 +322,4 @@ plotting: H2: "Hydrogen Storage" lines: "Transmission Lines" ror: "Run of River" + load: "Load Shedding" From e5b316eef4357890d7159f95d514fe71c57d97d9 Mon Sep 17 00:00:00 2001 From: martacki Date: Fri, 4 Mar 2022 13:59:10 +0100 Subject: [PATCH 002/608] add renewable profiles rule --- Snakefile | 22 ++++++++++++++++++++++ 1 file changed, 22 insertions(+) diff --git a/Snakefile b/Snakefile index a67dad13..10fbc26a 100644 --- a/Snakefile +++ b/Snakefile @@ -165,6 +165,28 @@ if config['enable'].get('retrieve_cutout', True): run: move(input[0], output[0]) +rule build_renewable_profiles: + input: + base_network="networks/base.nc", + corine="data/bundle/corine/g250_clc06_V18_5.tif", + natura="resources/natura.tiff", + gebco=lambda w: ("data/bundle/GEBCO_2014_2D.nc" + if "max_depth" in config["renewable"][w.technology].keys() + else []), + country_shapes='resources/country_shapes.geojson', + offshore_shapes='resources/offshore_shapes.geojson', + regions=lambda w: ("resources/regions_onshore.geojson" + if w.technology in ('onwind', 'solar') + else "resources/regions_offshore.geojson"), + cutout=lambda w: "cutouts/" + config["renewable"][w.technology]['cutout'] + ".nc" + output: profile="resources/profile_{technology}.nc", + log: "logs/build_renewable_profile_{technology}.log" + benchmark: "benchmarks/build_renewable_profiles_{technology}" + threads: ATLITE_NPROCESSES + resources: mem_mb=ATLITE_NPROCESSES * 5000 + script: "scripts/build_renewable_profiles.py" + + if config['enable'].get('build_natura_raster', False): rule build_natura_raster: input: From c4d194e32f4ac17f5e3c1bcc9985a942be7e6853 Mon Sep 17 00:00:00 2001 From: martacki Date: Fri, 4 Mar 2022 14:06:50 +0100 Subject: [PATCH 003/608] fix Snakefile --- Snakefile | 34 +++++++++++++++++----------------- 1 file changed, 17 insertions(+), 17 deletions(-) diff --git a/Snakefile b/Snakefile index 10fbc26a..4b8fa0b3 100644 --- a/Snakefile +++ b/Snakefile @@ -165,6 +165,23 @@ if config['enable'].get('retrieve_cutout', True): run: move(input[0], output[0]) +if config['enable'].get('build_natura_raster', False): + rule build_natura_raster: + input: + natura="data/bundle/natura/Natura2000_end2015.shp", + cutouts=expand("cutouts/{cutouts}.nc", **config['atlite']) + output: "resources/natura.tiff" + log: "logs/build_natura_raster.log" + script: "scripts/build_natura_raster.py" + + +if config['enable'].get('retrieve_natura_raster', True): + rule retrieve_natura_raster: + input: HTTP.remote("zenodo.org/record/4706686/files/natura.tiff", keep_local=True, static=True) + output: "resources/natura.tiff" + run: move(input[0], output[0]) + + rule build_renewable_profiles: input: base_network="networks/base.nc", @@ -187,23 +204,6 @@ rule build_renewable_profiles: script: "scripts/build_renewable_profiles.py" -if config['enable'].get('build_natura_raster', False): - rule build_natura_raster: - input: - natura="data/bundle/natura/Natura2000_end2015.shp", - cutouts=expand("cutouts/{cutouts}.nc", **config['atlite']) - output: "resources/natura.tiff" - log: "logs/build_natura_raster.log" - script: "scripts/build_natura_raster.py" - - -if config['enable'].get('retrieve_natura_raster', True): - rule retrieve_natura_raster: - input: HTTP.remote("zenodo.org/record/4706686/files/natura.tiff", keep_local=True, static=True) - output: "resources/natura.tiff" - run: move(input[0], output[0]) - - if 'hydro' in config['renewable'].keys(): rule build_hydro_profile: input: From 4a6174c166493efeb23e798bc6c7251f788f9c73 Mon Sep 17 00:00:00 2001 From: euronion <42553970+euronion@users.noreply.github.com> Date: Fri, 4 Mar 2022 14:22:31 +0100 Subject: [PATCH 004/608] Add Moldova (MD) country key to countries list. --- config.default.yaml | 6 +----- 1 file changed, 1 insertion(+), 5 deletions(-) diff --git a/config.default.yaml b/config.default.yaml index 6a6322f3..2b45d50e 100755 --- a/config.default.yaml +++ b/config.default.yaml @@ -17,7 +17,7 @@ scenario: clusters: [37, 128, 256, 512, 1024] opts: [Co2L-3H] -countries: ['AL', 'AT', 'BA', 'BE', 'BG', 'CH', 'CZ', 'DE', 'DK', 'EE', 'ES', 'FI', 'FR', 'GB', 'GR', 'HR', 'HU', 'IE', 'IT', 'LT', 'LU', 'LV', 'ME', 'MK', 'NL', 'NO', 'PL', 'PT', 'RO', 'RS', 'SE', 'SI', 'SK', 'UA'] +countries: ['AL', 'AT', 'BA', 'BE', 'BG', 'CH', 'CZ', 'DE', 'DK', 'EE', 'ES', 'FI', 'FR', 'GB', 'GR', 'HR', 'HU', 'IE', 'IT', 'LT', 'LU', 'LV', 'ME', 'MD', 'MK', 'NL', 'NO', 'PL', 'PT', 'RO', 'RS', 'SE', 'SI', 'SK', 'UA'] clustering: simplify: @@ -71,15 +71,11 @@ atlite: # module: era5 europe-2013-era5: module: era5 # in priority order - x: [-12., 35.] - y: [33., 72] dx: 0.3 dy: 0.3 time: ['2013', '2013'] europe-2013-sarah: module: [sarah, era5] # in priority order - x: [-12., 45.] - y: [33., 65] dx: 0.2 dy: 0.2 time: ['2013', '2013'] From 67a305e711cbc2646c0d7eaaf56878e516ced3a6 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 4 Mar 2022 14:35:45 +0100 Subject: [PATCH 005/608] add 750 kV --- config.default.yaml | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/config.default.yaml b/config.default.yaml index 2b45d50e..680d5e21 100755 --- a/config.default.yaml +++ b/config.default.yaml @@ -38,7 +38,7 @@ enable: custom_busmap: false electricity: - voltages: [220., 300., 380.] + voltages: [220., 300., 380., 750.] co2limit: 7.75e+7 # 0.05 * 3.1e9*0.5 co2base: 1.487e+9 agg_p_nom_limits: data/agg_p_nom_minmax.csv @@ -169,6 +169,7 @@ lines: 220.: "Al/St 240/40 2-bundle 220.0" 300.: "Al/St 240/40 3-bundle 300.0" 380.: "Al/St 240/40 4-bundle 380.0" + 750.: "Al/St 240/40 4-bundle 380.0" s_max_pu: 0.7 s_nom_max: .inf length_factor: 1.25 From f52b252feeb605a7e86adb7d54bd1ef68878956f Mon Sep 17 00:00:00 2001 From: martacki Date: Fri, 4 Mar 2022 16:04:46 +0100 Subject: [PATCH 006/608] UA load data (entsoe transparency 2018) --- scripts/build_load_data.py | 14 ++++++++++++-- 1 file changed, 12 insertions(+), 2 deletions(-) diff --git a/scripts/build_load_data.py b/scripts/build_load_data.py index 10921782..83f3db73 100755 --- a/scripts/build_load_data.py +++ b/scripts/build_load_data.py @@ -74,6 +74,7 @@ def load_timeseries(fn, years, countries, powerstatistics=True): pattern = f'_load_actual_entsoe_{pattern}' rename = lambda s: s[:-len(pattern)] date_parser = lambda x: dateutil.parser.parse(x, ignoretz=True) + return (pd.read_csv(fn, index_col=0, parse_dates=[0], date_parser=date_parser) .filter(like=pattern) .rename(columns=rename) @@ -123,7 +124,7 @@ def copy_timeslice(load, cntry, start, stop, delta): load.loc[start:stop, cntry] = load.loc[start-delta:stop-delta, cntry].values -def manual_adjustment(load, powerstatistics): +def manual_adjustment(load, powerstatistics, countries): """ Adjust gaps manual for load data from OPSD time-series package. @@ -185,6 +186,10 @@ def manual_adjustment(load, powerstatistics): load['MK'] = load.ME * (6.7/2.9) copy_timeslice(load, 'BG', '2018-10-27 21:00', '2018-10-28 22:00', Delta(weeks=1)) + if 'UA' in countries: + copy_timeslice(load, 'UA', '2013-01-25 14:00', '2013-01-28 21:00', Delta(weeks=1)) + copy_timeslice(load, 'UA', '2013-10-28 03:00', '2013-10-28 20:00', Delta(weeks=1)) + return load @@ -205,8 +210,13 @@ if __name__ == "__main__": load = load_timeseries(snakemake.input[0], years, countries, powerstatistics) + # attach load of UA to load (best data only for entsoe transparency) + load_ua = load_timeseries(snakemake.input[0], '2018', ['UA'], False) + load_ua.index = snapshots # hack indices (currently, UA is manually set to 2018) + load['UA'] = load_ua + if snakemake.config['load']['manual_adjustments']: - load = manual_adjustment(load, powerstatistics) + load = manual_adjustment(load, powerstatistics, countries) logger.info(f"Linearly interpolate gaps of size {interpolate_limit} and less.") load = load.interpolate(method='linear', limit=interpolate_limit) From f6c29059aab53eb07a33bc7456c58b4023610a30 Mon Sep 17 00:00:00 2001 From: euronion <42553970+euronion@users.noreply.github.com> Date: Fri, 4 Mar 2022 16:52:40 +0100 Subject: [PATCH 007/608] Make build_cutout.py use snapshots for determining time period. --- config.default.yaml | 2 -- 1 file changed, 2 deletions(-) diff --git a/config.default.yaml b/config.default.yaml index 680d5e21..f36d095f 100755 --- a/config.default.yaml +++ b/config.default.yaml @@ -73,12 +73,10 @@ atlite: module: era5 # in priority order dx: 0.3 dy: 0.3 - time: ['2013', '2013'] europe-2013-sarah: module: [sarah, era5] # in priority order dx: 0.2 dy: 0.2 - time: ['2013', '2013'] sarah_interpolate: false sarah_dir: features: [influx, temperature] From 6288f8d69631839b248b61df422b0be9de03a650 Mon Sep 17 00:00:00 2001 From: Fabian Date: Fri, 4 Mar 2022 17:47:50 +0100 Subject: [PATCH 008/608] data: add custom_powerplants for ukraine config: set custom_poweplants to True --- config.default.yaml | 2 +- data/custom_powerplants.csv | 33 ++++++++++++++++++++++++++++++++- 2 files changed, 33 insertions(+), 2 deletions(-) diff --git a/config.default.yaml b/config.default.yaml index f36d095f..483069d1 100755 --- a/config.default.yaml +++ b/config.default.yaml @@ -54,7 +54,7 @@ electricity: H2: 168 powerplants_filter: false # use pandas query strings here, e.g. Country not in ['Germany'] - custom_powerplants: false # use pandas query strings here, e.g. Country in ['Germany'] + custom_powerplants: true # use pandas query strings here, e.g. Country in ['Germany'] conventional_carriers: [nuclear, oil, OCGT, CCGT, coal, lignite, geothermal, biomass] renewable_capacities_from_OPSD: [] # onwind, offwind, solar diff --git a/data/custom_powerplants.csv b/data/custom_powerplants.csv index 4e039b7a..7d981e7d 100644 --- a/data/custom_powerplants.csv +++ b/data/custom_powerplants.csv @@ -1 +1,32 @@ -Name,Fueltype,Technology,Set,Country,Capacity,Efficiency,Duration,Volume_Mm3,DamHeight_m,YearCommissioned,Retrofit,lat,lon,projectID,YearDecommissioning +id,Name,Fueltype,Technology,Set,Country,Capacity,Efficiency,Duration,Volume_Mm3,DamHeight_m,StorageCapacity_MWh,DateIn,DateRetrofit,DateMothball,DateOut,lat,lon,EIC,projectID +1267,Khmelnitskiy,Nuclear,,PP,UA,1901.8916595755832,,0.0,0.0,0.0,0.0,1988.0,2005.0,,,50.3023,26.6466,[nan],"{'GEO': ['GEO3842'], 'GPD': ['WRI1005111'], 'CARMA': ['CARMA22000']}" +1269,Kaniv,Hydro,Reservoir,PP,UA,452.1656050955414,,0.0,0.0,0.0,0.0,1972.0,2003.0,,,49.76653,31.47165,[nan],"{'GEO': ['GEO43017'], 'GPD': ['WRI1005122'], 'CARMA': ['CARMA21140']}" +1270,Kahovska kakhovka,Hydro,Reservoir,PP,UA,352.45222929936307,,0.0,0.0,0.0,0.0,1955.0,1956.0,,,46.77858,33.36965,[nan],"{'GEO': ['GEO43018'], 'GPD': ['WRI1005118'], 'CARMA': ['CARMA20855']}" +1348,Kharkiv,Natural Gas,Steam Turbine,CHP,UA,494.9427496760232,,0.0,0.0,0.0,0.0,1979.0,1980.0,,,49.9719,36.107,[nan],"{'GEO': ['GEO43027'], 'GPD': ['WRI1005126'], 'CARMA': ['CARMA21972']}" +1349,Kremenchuk,Hydro,Reservoir,PP,UA,617.0382165605096,,0.0,0.0,0.0,0.0,1959.0,1960.0,,,49.07759,33.2505,[nan],"{'GEO': ['GEO43019'], 'GPD': ['WRI1005121'], 'CARMA': ['CARMA23072']}" +1378,Krivorozhskaya,Hard Coal,Steam Turbine,PP,UA,2600.016450934288,,0.0,0.0,0.0,0.0,1965.0,1992.0,,,47.5432,33.6583,[nan],"{'GEO': ['GEO42989'], 'GPD': ['WRI1005100'], 'CARMA': ['CARMA23176']}" +1408,Zmiyevskaya zmiivskaya,Hard Coal,Steam Turbine,PP,UA,2028.3816283884516,,0.0,0.0,0.0,0.0,1960.0,2005.0,,,49.5852,36.5231,[nan],"{'GEO': ['GEO42999'], 'GPD': ['WRI1005103'], 'CARMA': ['CARMA51042']}" +1409,Pridneprovskaya,Hard Coal,Steam Turbine,CHP,UA,1627.3152609570984,,0.0,0.0,0.0,0.0,1959.0,1966.0,,,48.4051,35.1131,[nan],"{'GEO': ['GEO42990'], 'GPD': ['WRI1005102'], 'CARMA': ['CARMA35874']}" +1410,Kurakhovskaya,Hard Coal,Steam Turbine,PP,UA,1371.0015824607397,,0.0,0.0,0.0,0.0,1972.0,2003.0,,,47.9944,37.24022,[nan],"{'GEO': ['GEO42994'], 'GPD': ['WRI1005104'], 'CARMA': ['CARMA23339']}" +1411,Dobrotvorsky,Hard Coal,Steam Turbine,PP,UA,553.1949895604868,,0.0,0.0,0.0,0.0,1960.0,1964.0,,,50.2133,24.375,[nan],"{'GEO': ['GEO42992'], 'GPD': ['WRI1005096'], 'CARMA': ['CARMA10971']}" +1423,Zuyevskaya,Hard Coal,Steam Turbine,PP,UA,1147.87960333801,,0.0,0.0,0.0,0.0,1982.0,2007.0,,,48.0331,38.28615,[nan],"{'GEO': ['GEO42995'], 'GPD': ['WRI1005106'], 'CARMA': ['CARMA51083']}" +1424,Zaporozhye,Nuclear,,PP,UA,5705.67497872675,,0.0,0.0,0.0,0.0,1985.0,1996.0,,,47.5119,34.5863,[nan],"{'GEO': ['GEO6207'], 'GPD': ['WRI1005114'], 'CARMA': ['CARMA50875']}" +1425,Trypilska,Hard Coal,Steam Turbine,PP,UA,1659.5849686814602,,0.0,0.0,0.0,0.0,1969.0,1972.0,,,50.1344,30.7468,[nan],"{'GEO': ['GEO43000'], 'GPD': ['WRI1005099'], 'CARMA': ['CARMA46410']}" +1426,Tashlyk,Hydro,Pumped Storage,Store,UA,285.55968954109585,,0.0,0.0,0.0,0.0,2006.0,2007.0,,,47.7968,31.1811,[nan],"{'GEO': ['GEO43025'], 'GPD': ['WRI1005117'], 'CARMA': ['CARMA44696']}" +1427,Starobeshivska,Hard Coal,Steam Turbine,PP,UA,1636.5351774497733,,0.0,0.0,0.0,0.0,1961.0,1967.0,,,47.7997,38.00612,[nan],"{'GEO': ['GEO43003'], 'GPD': ['WRI1005105'], 'CARMA': ['CARMA43083']}" +1428,South,Nuclear,,PP,UA,2852.837489363375,,0.0,0.0,0.0,0.0,1983.0,1989.0,,,47.812,31.22,[nan],"{'GEO': ['GEO5475'], 'GPD': ['WRI1005113'], 'CARMA': ['CARMA42555']}" +1429,Rovno rivne,Nuclear,,PP,UA,2695.931427448389,,0.0,0.0,0.0,0.0,1981.0,2006.0,,,51.3245,25.89744,[nan],"{'GEO': ['GEO5174'], 'GPD': ['WRI1005112'], 'CARMA': ['CARMA38114']}" +1430,Ladyzhinska,Hard Coal,Steam Turbine,PP,UA,1659.5849686814602,,0.0,0.0,0.0,0.0,1970.0,1971.0,,,48.706,29.2202,[nan],"{'GEO': ['GEO42993'], 'GPD': ['WRI1005098'], 'CARMA': ['CARMA24024']}" +1431,Kiev,Hydro,Pumped Storage,PP,UA,635.8694635681177,,0.0,0.0,0.0,0.0,1964.0,1972.0,,,50.5998,30.501,"[nan, nan]","{'GEO': ['GEO43024', 'GEO43023'], 'GPD': ['WRI1005123', 'WRI1005124'], 'CARMA': ['CARMA23516', 'CARMA23517']}" +2698,Dniester,Hydro,Pumped Storage,Store,UA,612.7241020616891,,0.0,0.0,0.0,0.0,2009.0,2011.0,,,48.51361,27.47333,[nan],"{'GEO': ['GEO43022'], 'GPD': ['WRI1005115', 'WRI1005116']}" +2707,Burshtynska tes,Hard Coal,Steam Turbine,PP,UA,2212.779958241947,,0.0,0.0,0.0,0.0,1965.0,1984.0,,,49.21038,24.66654,[nan],"{'GEO': ['GEO42991'], 'GPD': ['WRI1005097']}" +2708,Danipro dnieper,Hydro,Reservoir,PP,UA,1484.8407643312105,,0.0,0.0,0.0,0.0,1932.0,1947.0,,,47.86944,35.08611,[nan],"{'GEO': ['GEO43016'], 'GPD': ['WRI1005120']}" +2709,Dniprodzerzhynsk,Hydro,Reservoir,PP,UA,360.3503184713376,,0.0,0.0,0.0,0.0,1963.0,1964.0,,,48.5485,34.541015,[nan],"{'GEO': ['GEO43020'], 'GPD': ['WRI1005119']}" +2711,Kiev,Natural Gas,Steam Turbine,CHP,UA,458.2803237740955,,0.0,0.0,0.0,0.0,1982.0,1984.0,,,50.532,30.6625,[nan],"{'GEO': ['GEO42998'], 'GPD': ['WRI1005125']}" +2712,Luganskaya,Hard Coal,Steam Turbine,PP,UA,1060.2903966575996,,0.0,0.0,0.0,0.0,1962.0,1969.0,,,48.74781,39.2624,[nan],"{'GEO': ['GEO42996'], 'GPD': ['WRI1005110']}" +2714,Slavyanskaya,Hard Coal,Steam Turbine,PP,UA,737.5933194139823,,0.0,0.0,0.0,0.0,1971.0,1971.0,,,48.872,37.76567,[nan],"{'GEO': ['GEO43002'], 'GPD': ['WRI1005109']}" +2715,Vuhlehirska uglegorskaya,Hard Coal,Steam Turbine,PP,UA,3319.1699373629203,,0.0,0.0,0.0,0.0,1972.0,1977.0,,,48.4633,38.20328,[nan],"{'GEO': ['GEO43001'], 'GPD': ['WRI1005107']}" +2716,Zaporiska,Hard Coal,Steam Turbine,PP,UA,3319.1699373629203,,0.0,0.0,0.0,0.0,1972.0,1977.0,,,47.5089,34.6253,[nan],"{'GEO': ['GEO42988'], 'GPD': ['WRI1005101']}" +3673,Mironovskaya,Hard Coal,,PP,UA,815.0,,0.0,0.0,0.0,0.0,,,,,48.3407,38.4049,[nan],"{'GPD': ['WRI1005108'], 'CARMA': ['CARMA28679']}" +3674,Kramatorskaya,Hard Coal,,PP,UA,120.0,,0.0,0.0,0.0,0.0,1974.0,,,,48.7477,37.5723,[nan],"{'GPD': ['WRI1075856'], 'CARMA': ['CARMA54560']}" +3675,Chernihiv,Hard Coal,,PP,UA,200.0,,0.0,0.0,0.0,0.0,1968.0,,,,51.455,31.2602,[nan],"{'GPD': ['WRI1075853'], 'CARMA': ['CARMA8190']}" From d1d42213b1f783714adcf2d79795a8a175a38a61 Mon Sep 17 00:00:00 2001 From: martacki Date: Fri, 4 Mar 2022 20:00:52 +0100 Subject: [PATCH 009/608] MD load data totals (IEA) --- scripts/build_load_data.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/scripts/build_load_data.py b/scripts/build_load_data.py index 83f3db73..9049ee30 100755 --- a/scripts/build_load_data.py +++ b/scripts/build_load_data.py @@ -210,10 +210,13 @@ if __name__ == "__main__": load = load_timeseries(snakemake.input[0], years, countries, powerstatistics) - # attach load of UA to load (best data only for entsoe transparency) + # attach load of UA (best data only for entsoe transparency) load_ua = load_timeseries(snakemake.input[0], '2018', ['UA'], False) load_ua.index = snapshots # hack indices (currently, UA is manually set to 2018) load['UA'] = load_ua + # attach load of MD (no time-series available, use 2020-totals and distribute according to UA): + # https://www.iea.org/data-and-statistics/data-browser/?country=MOLDOVA&fuel=Energy%20consumption&indicator=TotElecCons + load['MD'] = 6.2e6*(load_ua/load_ua.sum()) if snakemake.config['load']['manual_adjustments']: load = manual_adjustment(load, powerstatistics, countries) From 025dd35878f66fe0daabbb321e5c3dd29cd80f7b Mon Sep 17 00:00:00 2001 From: martacki Date: Fri, 4 Mar 2022 20:02:27 +0100 Subject: [PATCH 010/608] GDP for UA and MD (draft) - not working yet! --- Snakefile | 1 + scripts/add_electricity.py | 26 +++++++++++++++++++++++--- 2 files changed, 24 insertions(+), 3 deletions(-) diff --git a/Snakefile b/Snakefile index 4b8fa0b3..5c325699 100644 --- a/Snakefile +++ b/Snakefile @@ -226,6 +226,7 @@ rule add_electricity: geth_hydro_capacities='data/geth2015_hydro_capacities.csv', load='resources/load.csv', nuts3_shapes='resources/nuts3_shapes.geojson', + gdp='data/bundle/GDP_PPP_30arcsec_v3.nc', **{f"profile_{tech}": f"resources/profile_{tech}.nc" for tech in config['renewable']} output: "networks/elec.nc" diff --git a/scripts/add_electricity.py b/scripts/add_electricity.py index 7dffe60f..3945c04a 100755 --- a/scripts/add_electricity.py +++ b/scripts/add_electricity.py @@ -90,6 +90,7 @@ import pypsa import pandas as pd import numpy as np import xarray as xr +import xagg as xa import geopandas as gpd import powerplantmatching as pm from powerplantmatching.export import map_country_bus @@ -189,7 +190,7 @@ def load_powerplants(ppl_fn): .replace({'carrier': carrier_dict})) -def attach_load(n, regions, load, nuts3_shapes, countries, scaling=1.): +def attach_load(n, regions, load, nuts3_shapes, gdp, countries, scaling=1.): substation_lv_i = n.buses.index[n.buses['substation_lv']] regions = (gpd.read_file(regions).set_index('name') @@ -197,6 +198,18 @@ def attach_load(n, regions, load, nuts3_shapes, countries, scaling=1.): opsd_load = (pd.read_csv(load, index_col=0, parse_dates=True) .filter(items=countries)) + #ToDo: adapt time+slices from config etc. (cover all data) + gdp = (xr.open_dataset(gdp) + .sel(time=2015) + .sel(longitude=slice(10,30)) + .sel(latitude=slice(50, 30))) + weightmap = xa.pixel_overlaps(gdp, regions.iloc[0:2]) + aggregated = xa.aggregate(gdp, weightmap) + + print(aggregated.to_dataset().name) + print(aggregated.to_dataset().GDP_per_capita_PPP) + print(martha) + logger.info(f"Load data scaled with scalling factor {scaling}.") opsd_load *= scaling @@ -204,6 +217,7 @@ def attach_load(n, regions, load, nuts3_shapes, countries, scaling=1.): def upsample(cntry, group): l = opsd_load[cntry] + if len(group) == 1: return pd.DataFrame({group.index[0]: l}) else: @@ -218,12 +232,18 @@ def attach_load(n, regions, load, nuts3_shapes, countries, scaling=1.): # relative factors 0.6 and 0.4 have been determined from a linear # regression on the country to continent load data factors = normed(0.6 * normed(gdp_n) + 0.4 * normed(pop_n)) + if cntry in ['UA', 'MD']: + #generate new factors in this case + print('ToDo: adjust load for UA and MD here') + return pd.DataFrame(factors.values * l.values[:,np.newaxis], index=l.index, columns=factors.index) load = pd.concat([upsample(cntry, group) for cntry, group in regions.geometry.groupby(regions.country)], axis=1) + print(some_error) + n.madd("Load", substation_lv_i, bus=substation_lv_i, p_set=load) @@ -257,7 +277,7 @@ def update_transmission_costs(n, costs, length_factor=1.0, simple_hvdc_costs=Fal def attach_wind_and_solar(n, costs, input_profiles, technologies, line_length_factor=1): # TODO: rename tech -> carrier, technologies -> carriers - + for tech in technologies: if tech == 'hydro': continue @@ -551,7 +571,7 @@ if __name__ == "__main__": ppl = load_powerplants(snakemake.input.powerplants) attach_load(n, snakemake.input.regions, snakemake.input.load, snakemake.input.nuts3_shapes, - snakemake.config['countries'], snakemake.config['load']['scaling_factor']) + snakemake.input.gdp, snakemake.config['countries'], snakemake.config['load']['scaling_factor']) update_transmission_costs(n, costs, snakemake.config['lines']['length_factor']) From d2af9833785289ab865351a50361224f6faf3261 Mon Sep 17 00:00:00 2001 From: martacki Date: Sat, 5 Mar 2022 11:21:37 +0100 Subject: [PATCH 011/608] distribute electricity demand in ua and md based on GDP data --- Snakefile | 2 +- scripts/add_electricity.py | 22 +++++----------------- 2 files changed, 6 insertions(+), 18 deletions(-) diff --git a/Snakefile b/Snakefile index 5c325699..9d62dfe2 100644 --- a/Snakefile +++ b/Snakefile @@ -226,7 +226,7 @@ rule add_electricity: geth_hydro_capacities='data/geth2015_hydro_capacities.csv', load='resources/load.csv', nuts3_shapes='resources/nuts3_shapes.geojson', - gdp='data/bundle/GDP_PPP_30arcsec_v3.nc', + ua_md_gdp='data/bundle/GDP_PPP_30arcsec_v3_mapped.csv', **{f"profile_{tech}": f"resources/profile_{tech}.nc" for tech in config['renewable']} output: "networks/elec.nc" diff --git a/scripts/add_electricity.py b/scripts/add_electricity.py index 3945c04a..35e2bc98 100755 --- a/scripts/add_electricity.py +++ b/scripts/add_electricity.py @@ -190,7 +190,7 @@ def load_powerplants(ppl_fn): .replace({'carrier': carrier_dict})) -def attach_load(n, regions, load, nuts3_shapes, gdp, countries, scaling=1.): +def attach_load(n, regions, load, nuts3_shapes, ua_md_gdp, countries, scaling=1.): substation_lv_i = n.buses.index[n.buses['substation_lv']] regions = (gpd.read_file(regions).set_index('name') @@ -198,17 +198,7 @@ def attach_load(n, regions, load, nuts3_shapes, gdp, countries, scaling=1.): opsd_load = (pd.read_csv(load, index_col=0, parse_dates=True) .filter(items=countries)) - #ToDo: adapt time+slices from config etc. (cover all data) - gdp = (xr.open_dataset(gdp) - .sel(time=2015) - .sel(longitude=slice(10,30)) - .sel(latitude=slice(50, 30))) - weightmap = xa.pixel_overlaps(gdp, regions.iloc[0:2]) - aggregated = xa.aggregate(gdp, weightmap) - - print(aggregated.to_dataset().name) - print(aggregated.to_dataset().GDP_per_capita_PPP) - print(martha) + ua_md_gdp = pd.read_csv(ua_md_gdp, dtype={'name': 'str'}).set_index('name') logger.info(f"Load data scaled with scalling factor {scaling}.") opsd_load *= scaling @@ -233,8 +223,8 @@ def attach_load(n, regions, load, nuts3_shapes, gdp, countries, scaling=1.): # regression on the country to continent load data factors = normed(0.6 * normed(gdp_n) + 0.4 * normed(pop_n)) if cntry in ['UA', 'MD']: - #generate new factors in this case - print('ToDo: adjust load for UA and MD here') + # overwrite factor because nuts3 provides no data for UA+MD + factors = normed(ua_md_gdp.loc[group.index, "GDP_PPP"].squeeze()) return pd.DataFrame(factors.values * l.values[:,np.newaxis], index=l.index, columns=factors.index) @@ -242,8 +232,6 @@ def attach_load(n, regions, load, nuts3_shapes, gdp, countries, scaling=1.): load = pd.concat([upsample(cntry, group) for cntry, group in regions.geometry.groupby(regions.country)], axis=1) - print(some_error) - n.madd("Load", substation_lv_i, bus=substation_lv_i, p_set=load) @@ -571,7 +559,7 @@ if __name__ == "__main__": ppl = load_powerplants(snakemake.input.powerplants) attach_load(n, snakemake.input.regions, snakemake.input.load, snakemake.input.nuts3_shapes, - snakemake.input.gdp, snakemake.config['countries'], snakemake.config['load']['scaling_factor']) + snakemake.input.ua_md_gdp, snakemake.config['countries'], snakemake.config['load']['scaling_factor']) update_transmission_costs(n, costs, snakemake.config['lines']['length_factor']) From 85834ba8e7088ef0c80045dcae2d0c77e302d342 Mon Sep 17 00:00:00 2001 From: martacki Date: Mon, 7 Mar 2022 13:48:19 +0100 Subject: [PATCH 012/608] remove xagg --- scripts/add_electricity.py | 1 - 1 file changed, 1 deletion(-) diff --git a/scripts/add_electricity.py b/scripts/add_electricity.py index 35e2bc98..7fa069a6 100755 --- a/scripts/add_electricity.py +++ b/scripts/add_electricity.py @@ -90,7 +90,6 @@ import pypsa import pandas as pd import numpy as np import xarray as xr -import xagg as xa import geopandas as gpd import powerplantmatching as pm from powerplantmatching.export import map_country_bus From bf1d80ac63448ed9626e425c64f203d1806d7b87 Mon Sep 17 00:00:00 2001 From: Philipp Glaum Date: Mon, 7 Mar 2022 17:44:20 +0100 Subject: [PATCH 013/608] add 750kV line type in config and new PyPSA version 0.19.2 --- config.default.yaml | 2 +- envs/environment.yaml | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/config.default.yaml b/config.default.yaml index 483069d1..da017e36 100755 --- a/config.default.yaml +++ b/config.default.yaml @@ -167,7 +167,7 @@ lines: 220.: "Al/St 240/40 2-bundle 220.0" 300.: "Al/St 240/40 3-bundle 300.0" 380.: "Al/St 240/40 4-bundle 380.0" - 750.: "Al/St 240/40 4-bundle 380.0" + 750.: "Al/St 560/50 4-bundle 750.0" s_max_pu: 0.7 s_nom_max: .inf length_factor: 1.25 diff --git a/envs/environment.yaml b/envs/environment.yaml index 0c881720..06eac040 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -10,7 +10,7 @@ dependencies: - python>=3.8 - pip - - pypsa>=0.18.1 + - pypsa>=0.19.2 - atlite>=0.2.5 - dask From 3cb06985c91000a49d14507d08ba3ae84da9971a Mon Sep 17 00:00:00 2001 From: Fabian Date: Thu, 10 Mar 2022 16:48:31 +0100 Subject: [PATCH 014/608] custom powerplants: add Moldova --- data/custom_powerplants.csv | 65 ++++++++++++++++++++----------------- 1 file changed, 35 insertions(+), 30 deletions(-) diff --git a/data/custom_powerplants.csv b/data/custom_powerplants.csv index 7d981e7d..3e12beb1 100644 --- a/data/custom_powerplants.csv +++ b/data/custom_powerplants.csv @@ -1,32 +1,37 @@ -id,Name,Fueltype,Technology,Set,Country,Capacity,Efficiency,Duration,Volume_Mm3,DamHeight_m,StorageCapacity_MWh,DateIn,DateRetrofit,DateMothball,DateOut,lat,lon,EIC,projectID -1267,Khmelnitskiy,Nuclear,,PP,UA,1901.8916595755832,,0.0,0.0,0.0,0.0,1988.0,2005.0,,,50.3023,26.6466,[nan],"{'GEO': ['GEO3842'], 'GPD': ['WRI1005111'], 'CARMA': ['CARMA22000']}" -1269,Kaniv,Hydro,Reservoir,PP,UA,452.1656050955414,,0.0,0.0,0.0,0.0,1972.0,2003.0,,,49.76653,31.47165,[nan],"{'GEO': ['GEO43017'], 'GPD': ['WRI1005122'], 'CARMA': ['CARMA21140']}" -1270,Kahovska kakhovka,Hydro,Reservoir,PP,UA,352.45222929936307,,0.0,0.0,0.0,0.0,1955.0,1956.0,,,46.77858,33.36965,[nan],"{'GEO': ['GEO43018'], 'GPD': ['WRI1005118'], 'CARMA': ['CARMA20855']}" -1348,Kharkiv,Natural Gas,Steam Turbine,CHP,UA,494.9427496760232,,0.0,0.0,0.0,0.0,1979.0,1980.0,,,49.9719,36.107,[nan],"{'GEO': ['GEO43027'], 'GPD': ['WRI1005126'], 'CARMA': ['CARMA21972']}" -1349,Kremenchuk,Hydro,Reservoir,PP,UA,617.0382165605096,,0.0,0.0,0.0,0.0,1959.0,1960.0,,,49.07759,33.2505,[nan],"{'GEO': ['GEO43019'], 'GPD': ['WRI1005121'], 'CARMA': ['CARMA23072']}" -1378,Krivorozhskaya,Hard Coal,Steam Turbine,PP,UA,2600.016450934288,,0.0,0.0,0.0,0.0,1965.0,1992.0,,,47.5432,33.6583,[nan],"{'GEO': ['GEO42989'], 'GPD': ['WRI1005100'], 'CARMA': ['CARMA23176']}" -1408,Zmiyevskaya zmiivskaya,Hard Coal,Steam Turbine,PP,UA,2028.3816283884516,,0.0,0.0,0.0,0.0,1960.0,2005.0,,,49.5852,36.5231,[nan],"{'GEO': ['GEO42999'], 'GPD': ['WRI1005103'], 'CARMA': ['CARMA51042']}" -1409,Pridneprovskaya,Hard Coal,Steam Turbine,CHP,UA,1627.3152609570984,,0.0,0.0,0.0,0.0,1959.0,1966.0,,,48.4051,35.1131,[nan],"{'GEO': ['GEO42990'], 'GPD': ['WRI1005102'], 'CARMA': ['CARMA35874']}" -1410,Kurakhovskaya,Hard Coal,Steam Turbine,PP,UA,1371.0015824607397,,0.0,0.0,0.0,0.0,1972.0,2003.0,,,47.9944,37.24022,[nan],"{'GEO': ['GEO42994'], 'GPD': ['WRI1005104'], 'CARMA': ['CARMA23339']}" -1411,Dobrotvorsky,Hard Coal,Steam Turbine,PP,UA,553.1949895604868,,0.0,0.0,0.0,0.0,1960.0,1964.0,,,50.2133,24.375,[nan],"{'GEO': ['GEO42992'], 'GPD': ['WRI1005096'], 'CARMA': ['CARMA10971']}" -1423,Zuyevskaya,Hard Coal,Steam Turbine,PP,UA,1147.87960333801,,0.0,0.0,0.0,0.0,1982.0,2007.0,,,48.0331,38.28615,[nan],"{'GEO': ['GEO42995'], 'GPD': ['WRI1005106'], 'CARMA': ['CARMA51083']}" -1424,Zaporozhye,Nuclear,,PP,UA,5705.67497872675,,0.0,0.0,0.0,0.0,1985.0,1996.0,,,47.5119,34.5863,[nan],"{'GEO': ['GEO6207'], 'GPD': ['WRI1005114'], 'CARMA': ['CARMA50875']}" -1425,Trypilska,Hard Coal,Steam Turbine,PP,UA,1659.5849686814602,,0.0,0.0,0.0,0.0,1969.0,1972.0,,,50.1344,30.7468,[nan],"{'GEO': ['GEO43000'], 'GPD': ['WRI1005099'], 'CARMA': ['CARMA46410']}" -1426,Tashlyk,Hydro,Pumped Storage,Store,UA,285.55968954109585,,0.0,0.0,0.0,0.0,2006.0,2007.0,,,47.7968,31.1811,[nan],"{'GEO': ['GEO43025'], 'GPD': ['WRI1005117'], 'CARMA': ['CARMA44696']}" -1427,Starobeshivska,Hard Coal,Steam Turbine,PP,UA,1636.5351774497733,,0.0,0.0,0.0,0.0,1961.0,1967.0,,,47.7997,38.00612,[nan],"{'GEO': ['GEO43003'], 'GPD': ['WRI1005105'], 'CARMA': ['CARMA43083']}" -1428,South,Nuclear,,PP,UA,2852.837489363375,,0.0,0.0,0.0,0.0,1983.0,1989.0,,,47.812,31.22,[nan],"{'GEO': ['GEO5475'], 'GPD': ['WRI1005113'], 'CARMA': ['CARMA42555']}" -1429,Rovno rivne,Nuclear,,PP,UA,2695.931427448389,,0.0,0.0,0.0,0.0,1981.0,2006.0,,,51.3245,25.89744,[nan],"{'GEO': ['GEO5174'], 'GPD': ['WRI1005112'], 'CARMA': ['CARMA38114']}" -1430,Ladyzhinska,Hard Coal,Steam Turbine,PP,UA,1659.5849686814602,,0.0,0.0,0.0,0.0,1970.0,1971.0,,,48.706,29.2202,[nan],"{'GEO': ['GEO42993'], 'GPD': ['WRI1005098'], 'CARMA': ['CARMA24024']}" -1431,Kiev,Hydro,Pumped Storage,PP,UA,635.8694635681177,,0.0,0.0,0.0,0.0,1964.0,1972.0,,,50.5998,30.501,"[nan, nan]","{'GEO': ['GEO43024', 'GEO43023'], 'GPD': ['WRI1005123', 'WRI1005124'], 'CARMA': ['CARMA23516', 'CARMA23517']}" -2698,Dniester,Hydro,Pumped Storage,Store,UA,612.7241020616891,,0.0,0.0,0.0,0.0,2009.0,2011.0,,,48.51361,27.47333,[nan],"{'GEO': ['GEO43022'], 'GPD': ['WRI1005115', 'WRI1005116']}" +,Name,Fueltype,Technology,Set,Country,Capacity,Efficiency,Duration,Volume_Mm3,DamHeight_m,StorageCapacity_MWh,DateIn,DateRetrofit,DateMothball,DateOut,lat,lon,EIC,projectID +1266,Khmelnitskiy,Nuclear,,PP,UA,1901.8916595755832,,0.0,0.0,0.0,0.0,1988.0,2005.0,,,50.3023,26.6466,[nan],"{'GEO': ['GEO3842'], 'GPD': ['WRI1005111'], 'CARMA': ['CARMA22000']}" +1268,Kaniv,Hydro,Reservoir,PP,UA,452.1656050955414,,0.0,0.0,0.0,0.0,1972.0,2003.0,,,49.76653,31.47165,[nan],"{'GEO': ['GEO43017'], 'GPD': ['WRI1005122'], 'CARMA': ['CARMA21140']}" +1269,Kahovska kakhovka,Hydro,Reservoir,PP,UA,352.45222929936307,,0.0,0.0,0.0,0.0,1955.0,1956.0,,,46.77858,33.36965,[nan],"{'GEO': ['GEO43018'], 'GPD': ['WRI1005118'], 'CARMA': ['CARMA20855']}" +1347,Kharkiv,Natural Gas,Steam Turbine,CHP,UA,494.94274967602314,,0.0,0.0,0.0,0.0,1979.0,1980.0,,,49.9719,36.107,[nan],"{'GEO': ['GEO43027'], 'GPD': ['WRI1005126'], 'CARMA': ['CARMA21972']}" +1348,Kremenchuk,Hydro,Reservoir,PP,UA,617.0382165605096,,0.0,0.0,0.0,0.0,1959.0,1960.0,,,49.07759,33.2505,[nan],"{'GEO': ['GEO43019'], 'GPD': ['WRI1005121'], 'CARMA': ['CARMA23072']}" +1377,Krivorozhskaya,Hard Coal,Steam Turbine,PP,UA,2600.0164509342876,,0.0,0.0,0.0,0.0,1965.0,1992.0,,,47.5432,33.6583,[nan],"{'GEO': ['GEO42989'], 'GPD': ['WRI1005100'], 'CARMA': ['CARMA23176']}" +1407,Zmiyevskaya zmiivskaya,Hard Coal,Steam Turbine,PP,UA,2028.3816283884514,,0.0,0.0,0.0,0.0,1960.0,2005.0,,,49.5852,36.5231,[nan],"{'GEO': ['GEO42999'], 'GPD': ['WRI1005103'], 'CARMA': ['CARMA51042']}" +1408,Pridneprovskaya,Hard Coal,Steam Turbine,CHP,UA,1627.3152609570984,,0.0,0.0,0.0,0.0,1959.0,1966.0,,,48.4051,35.1131,[nan],"{'GEO': ['GEO42990'], 'GPD': ['WRI1005102'], 'CARMA': ['CARMA35874']}" +1409,Kurakhovskaya,Hard Coal,Steam Turbine,PP,UA,1371.0015824607397,,0.0,0.0,0.0,0.0,1972.0,2003.0,,,47.9944,37.24022,[nan],"{'GEO': ['GEO42994'], 'GPD': ['WRI1005104'], 'CARMA': ['CARMA23339']}" +1410,Dobrotvorsky,Hard Coal,Steam Turbine,PP,UA,553.1949895604868,,0.0,0.0,0.0,0.0,1960.0,1964.0,,,50.2133,24.375,[nan],"{'GEO': ['GEO42992'], 'GPD': ['WRI1005096'], 'CARMA': ['CARMA10971']}" +1422,Zuyevskaya,Hard Coal,Steam Turbine,PP,UA,1147.87960333801,,0.0,0.0,0.0,0.0,1982.0,2007.0,,,48.0331,38.28615,[nan],"{'GEO': ['GEO42995'], 'GPD': ['WRI1005106'], 'CARMA': ['CARMA51083']}" +1423,Zaporozhye,Nuclear,,PP,UA,5705.67497872675,,0.0,0.0,0.0,0.0,1985.0,1996.0,,,47.5119,34.5863,[nan],"{'GEO': ['GEO6207'], 'GPD': ['WRI1005114'], 'CARMA': ['CARMA50875']}" +1424,Trypilska,Hard Coal,Steam Turbine,PP,UA,1659.5849686814602,,0.0,0.0,0.0,0.0,1969.0,1972.0,,,50.1344,30.7468,[nan],"{'GEO': ['GEO43000'], 'GPD': ['WRI1005099'], 'CARMA': ['CARMA46410']}" +1425,Tashlyk,Hydro,Pumped Storage,Store,UA,285.55968954109585,,0.0,0.0,0.0,0.0,2006.0,2007.0,,,47.7968,31.1811,[nan],"{'GEO': ['GEO43025'], 'GPD': ['WRI1005117'], 'CARMA': ['CARMA44696']}" +1426,Starobeshivska,Hard Coal,Steam Turbine,PP,UA,1636.5351774497733,,0.0,0.0,0.0,0.0,1961.0,1967.0,,,47.7997,38.00612,[nan],"{'GEO': ['GEO43003'], 'GPD': ['WRI1005105'], 'CARMA': ['CARMA43083']}" +1427,South,Nuclear,,PP,UA,2852.837489363375,,0.0,0.0,0.0,0.0,1983.0,1989.0,,,47.812,31.22,[nan],"{'GEO': ['GEO5475'], 'GPD': ['WRI1005113'], 'CARMA': ['CARMA42555']}" +1428,Rovno rivne,Nuclear,,PP,UA,2695.931427448389,,0.0,0.0,0.0,0.0,1981.0,2006.0,,,51.3245,25.89744,[nan],"{'GEO': ['GEO5174'], 'GPD': ['WRI1005112'], 'CARMA': ['CARMA38114']}" +1429,Ladyzhinska,Hard Coal,Steam Turbine,PP,UA,1659.5849686814602,,0.0,0.0,0.0,0.0,1970.0,1971.0,,,48.706,29.2202,[nan],"{'GEO': ['GEO42993'], 'GPD': ['WRI1005098'], 'CARMA': ['CARMA24024']}" +1430,Kiev,Hydro,Pumped Storage,PP,UA,635.8694635681177,,0.0,0.0,0.0,0.0,1964.0,1972.0,,,50.5998,30.501,"[nan, nan]","{'GEO': ['GEO43024', 'GEO43023'], 'GPD': ['WRI1005123', 'WRI1005124'], 'CARMA': ['CARMA23516', 'CARMA23517']}" +2450,Cet chisinau,Natural Gas,,PP,,306.0,,0.0,0.0,0.0,0.0,,,,,47.027550000000005,28.8801,"[nan, nan]","{'GPD': ['WRI1002985', 'WRI1002984'], 'CARMA': ['CARMA8450', 'CARMA8451']}" +2460,Hydropower che costesti,Hydro,,PP,,16.0,,0.0,0.0,0.0,0.0,1978.0,,,,47.8381,27.2246,[nan],"{'GPD': ['WRI1002987'], 'CARMA': ['CARMA9496']}" +2465,Moldavskaya gres,Hard Coal,,PP,,2520.0,,0.0,0.0,0.0,0.0,,,,,46.6292,29.9407,[nan],"{'GPD': ['WRI1002989'], 'CARMA': ['CARMA28979']}" +2466,Hydropower dubasari,Hydro,,PP,,48.0,,0.0,0.0,0.0,0.0,,,,,47.2778,29.123,[nan],"{'GPD': ['WRI1002988'], 'CARMA': ['CARMA11384']}" +2676,Cet nord balti,Natural Gas,,PP,,24.0,,0.0,0.0,0.0,0.0,,,,,47.7492,27.8938,[nan],"{'GPD': ['WRI1002986'], 'CARMA': ['CARMA3071']}" +2699,Dniprodzerzhynsk,Hydro,Reservoir,PP,UA,360.3503184713376,,0.0,0.0,0.0,0.0,1963.0,1964.0,,,48.5485,34.541015,[nan],"{'GEO': ['GEO43020'], 'GPD': ['WRI1005119']}" 2707,Burshtynska tes,Hard Coal,Steam Turbine,PP,UA,2212.779958241947,,0.0,0.0,0.0,0.0,1965.0,1984.0,,,49.21038,24.66654,[nan],"{'GEO': ['GEO42991'], 'GPD': ['WRI1005097']}" -2708,Danipro dnieper,Hydro,Reservoir,PP,UA,1484.8407643312105,,0.0,0.0,0.0,0.0,1932.0,1947.0,,,47.86944,35.08611,[nan],"{'GEO': ['GEO43016'], 'GPD': ['WRI1005120']}" -2709,Dniprodzerzhynsk,Hydro,Reservoir,PP,UA,360.3503184713376,,0.0,0.0,0.0,0.0,1963.0,1964.0,,,48.5485,34.541015,[nan],"{'GEO': ['GEO43020'], 'GPD': ['WRI1005119']}" -2711,Kiev,Natural Gas,Steam Turbine,CHP,UA,458.2803237740955,,0.0,0.0,0.0,0.0,1982.0,1984.0,,,50.532,30.6625,[nan],"{'GEO': ['GEO42998'], 'GPD': ['WRI1005125']}" +2708,Danipro dnieper,Hydro,Reservoir,PP,UA,1484.8407643312103,,0.0,0.0,0.0,0.0,1932.0,1947.0,,,47.86944,35.08611,[nan],"{'GEO': ['GEO43016'], 'GPD': ['WRI1005120']}" +2709,Dniester,Hydro,Pumped Storage,Store,UA,612.7241020616891,,0.0,0.0,0.0,0.0,2009.0,2011.0,,,48.51361,27.47333,[nan],"{'GEO': ['GEO43022'], 'GPD': ['WRI1005116', 'WRI1005115']}" +2710,Kiev,Natural Gas,Steam Turbine,CHP,UA,458.2803237740955,,0.0,0.0,0.0,0.0,1982.0,1984.0,,,50.532,30.6625,[nan],"{'GEO': ['GEO42998'], 'GPD': ['WRI1005125']}" 2712,Luganskaya,Hard Coal,Steam Turbine,PP,UA,1060.2903966575996,,0.0,0.0,0.0,0.0,1962.0,1969.0,,,48.74781,39.2624,[nan],"{'GEO': ['GEO42996'], 'GPD': ['WRI1005110']}" -2714,Slavyanskaya,Hard Coal,Steam Turbine,PP,UA,737.5933194139823,,0.0,0.0,0.0,0.0,1971.0,1971.0,,,48.872,37.76567,[nan],"{'GEO': ['GEO43002'], 'GPD': ['WRI1005109']}" -2715,Vuhlehirska uglegorskaya,Hard Coal,Steam Turbine,PP,UA,3319.1699373629203,,0.0,0.0,0.0,0.0,1972.0,1977.0,,,48.4633,38.20328,[nan],"{'GEO': ['GEO43001'], 'GPD': ['WRI1005107']}" -2716,Zaporiska,Hard Coal,Steam Turbine,PP,UA,3319.1699373629203,,0.0,0.0,0.0,0.0,1972.0,1977.0,,,47.5089,34.6253,[nan],"{'GEO': ['GEO42988'], 'GPD': ['WRI1005101']}" -3673,Mironovskaya,Hard Coal,,PP,UA,815.0,,0.0,0.0,0.0,0.0,,,,,48.3407,38.4049,[nan],"{'GPD': ['WRI1005108'], 'CARMA': ['CARMA28679']}" -3674,Kramatorskaya,Hard Coal,,PP,UA,120.0,,0.0,0.0,0.0,0.0,1974.0,,,,48.7477,37.5723,[nan],"{'GPD': ['WRI1075856'], 'CARMA': ['CARMA54560']}" -3675,Chernihiv,Hard Coal,,PP,UA,200.0,,0.0,0.0,0.0,0.0,1968.0,,,,51.455,31.2602,[nan],"{'GPD': ['WRI1075853'], 'CARMA': ['CARMA8190']}" +2713,Slavyanskaya,Hard Coal,Steam Turbine,PP,UA,737.5933194139823,,0.0,0.0,0.0,0.0,1971.0,1971.0,,,48.872,37.76567,[nan],"{'GEO': ['GEO43002'], 'GPD': ['WRI1005109']}" +2714,Vuhlehirska uglegorskaya,Hard Coal,Steam Turbine,PP,UA,3319.1699373629203,,0.0,0.0,0.0,0.0,1972.0,1977.0,,,48.4633,38.20328,[nan],"{'GEO': ['GEO43001'], 'GPD': ['WRI1005107']}" +2715,Zaporiska,Hard Coal,Steam Turbine,PP,UA,3319.1699373629203,,0.0,0.0,0.0,0.0,1972.0,1977.0,,,47.5089,34.6253,[nan],"{'GEO': ['GEO42988'], 'GPD': ['WRI1005101']}" +3678,Mironovskaya,Hard Coal,,PP,UA,815.0,,0.0,0.0,0.0,0.0,,,,,48.3407,38.4049,[nan],"{'GPD': ['WRI1005108'], 'CARMA': ['CARMA28679']}" +3679,Kramatorskaya,Hard Coal,,PP,UA,120.0,,0.0,0.0,0.0,0.0,1974.0,,,,48.7477,37.5723,[nan],"{'GPD': ['WRI1075856'], 'CARMA': ['CARMA54560']}" +3680,Chernihiv,Hard Coal,,PP,UA,200.0,,0.0,0.0,0.0,0.0,1968.0,,,,51.455,31.2602,[nan],"{'GPD': ['WRI1075853'], 'CARMA': ['CARMA8190']}" From 4868b3b91a99ecad0b491ad29f3d55261420caa2 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Sun, 13 Mar 2022 14:01:02 +0100 Subject: [PATCH 015/608] update cutout links --- Snakefile | 2 +- doc/preparation/retrieve.rst | 6 +++--- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/Snakefile b/Snakefile index 9d62dfe2..855550fb 100644 --- a/Snakefile +++ b/Snakefile @@ -160,7 +160,7 @@ if config['enable'].get('build_cutout', False): if config['enable'].get('retrieve_cutout', True): rule retrieve_cutout: - input: HTTP.remote("zenodo.org/record/4709858/files/{cutout}.nc", keep_local=True, static=True) + input: HTTP.remote("zenodo.org/record/6350001/files/{cutout}.nc", keep_local=True, static=True) output: "cutouts/{cutout}.nc" run: move(input[0], output[0]) diff --git a/doc/preparation/retrieve.rst b/doc/preparation/retrieve.rst index 42479284..81f279de 100644 --- a/doc/preparation/retrieve.rst +++ b/doc/preparation/retrieve.rst @@ -21,11 +21,11 @@ Rule ``retrieve_databundle`` Rule ``retrieve_cutout`` ------------------------ -.. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.3517949.svg - :target: https://doi.org/10.5281/zenodo.3517949 +.. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.6350001.svg + :target: https://doi.org/10.5281/zenodo.6350001 Cutouts are spatio-temporal subsets of the European weather data from the `ECMWF ERA5 `_ reanalysis dataset and the `CMSAF SARAH-2 `_ solar surface radiation dataset for the year 2013. -They have been prepared by and are for use with the `atlite `_ tool. You can either generate them yourself using the ``build_cutouts`` rule or retrieve them directly from `zenodo `__ through the rule ``retrieve_cutout``. +They have been prepared by and are for use with the `atlite `_ tool. You can either generate them yourself using the ``build_cutouts`` rule or retrieve them directly from `zenodo `__ through the rule ``retrieve_cutout``. The :ref:`tutorial` uses a smaller cutout than required for the full model (30 MB), which is also automatically downloaded. .. note:: From 210d05f784b9f03a65179881700222a5abda4b57 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 17 Mar 2022 14:11:56 +0100 Subject: [PATCH 016/608] add small updated data files and adjust paths --- Snakefile | 4 +- data/EIA_hydro_generation_2000_2014.csv | 51 + data/GDP_PPP_30arcsec_v3_mapped_default.csv | 3487 +++++++++++++++++++ 3 files changed, 3540 insertions(+), 2 deletions(-) create mode 100644 data/EIA_hydro_generation_2000_2014.csv create mode 100644 data/GDP_PPP_30arcsec_v3_mapped_default.csv diff --git a/Snakefile b/Snakefile index 855550fb..ccdab7e2 100644 --- a/Snakefile +++ b/Snakefile @@ -208,7 +208,7 @@ if 'hydro' in config['renewable'].keys(): rule build_hydro_profile: input: country_shapes='resources/country_shapes.geojson', - eia_hydro_generation='data/bundle/EIA_hydro_generation_2000_2014.csv', + eia_hydro_generation='data/EIA_hydro_generation_2000_2014.csv', cutout="cutouts/" + config["renewable"]['hydro']['cutout'] + ".nc" output: 'resources/profile_hydro.nc' log: "logs/build_hydro_profile.log" @@ -226,7 +226,7 @@ rule add_electricity: geth_hydro_capacities='data/geth2015_hydro_capacities.csv', load='resources/load.csv', nuts3_shapes='resources/nuts3_shapes.geojson', - ua_md_gdp='data/bundle/GDP_PPP_30arcsec_v3_mapped.csv', + ua_md_gdp='data/GDP_PPP_30arcsec_v3_mapped.csv', **{f"profile_{tech}": f"resources/profile_{tech}.nc" for tech in config['renewable']} output: "networks/elec.nc" diff --git a/data/EIA_hydro_generation_2000_2014.csv b/data/EIA_hydro_generation_2000_2014.csv new file mode 100644 index 00000000..148e132c --- /dev/null +++ b/data/EIA_hydro_generation_2000_2014.csv @@ -0,0 +1,51 @@ +International_data,,,,,,,,,,,,,,,,, +http://www.eia.gov/beta/international/data/browser/#/?pa=000000000000000000000000000000g&c=1028i008006gg6168g80a4k000e0ag00gg0004g800ho00g8&ct=0&ug=8&tl_id=2-A&vs=INTL.33-12-ALB-BKWH.A&cy=2014&vo=0&v=H&start=2000&end=2014,,,,,,,,,,,,,,,,, +Wed Mar 01 2017 17:25:47 GMT+0100 (CET),,,,,,,,,,,,,,,,, +"Source: U.S. Energy Information Administration, Manually complemented with data for Ukraine, Moldova on 2022-03-05 10:09 UTC+1 from https://www.eia.gov/international/api/series_data/csv?location32=ruvvvvvfvtvnvv1vrvvvvfvvvvvvfvvvou20evvvvvvvvvvnvvvs0008&products32=000000000000000000000000000000g&frequency=A&unit=1&start=315532800000&end=1577836800000&generated=03-05-2022_10-09-49",,,,,,,,,,,,,,,,, +,,,2000,2001,2002,2003,2004,2005,2006,2007,2008,2009,2010,2011,2012,2013,2014 +,Electricity,Billion Kwh,,,,,,,,,,,,,,, +,Generation,,,,,,,,,,,,,,,, +,Renewables,,,,,,,,,,,,,,,, +,Hydroelectricity,,,,,,,,,,,,,,,, +,Albania,Billion Kwh,4.5,3.5,3.5,5.1,5.4,5.319,4.951,2.76,3.759,5.201,7.673,4.036,4.725,6.959,4.726 +,Austria,Billion Kwh,41,40,40,33,36,36.31,35.48,36.732,37.969,40.487,37.979,33.901,43.376,41.595,40.592 +,Belgium,Billion Kwh,0.5,0.4,0.4,0.2,0.3,0.285,0.355,0.385,0.406,0.325,0.309,0.194,0.353,0.376,0.271 +,Bosnia and Herzegovina,Billion Kwh,5,5.1,5.2,4.5,5.9,5.938,5.798,3.961,4.818,6.177,7.946,4.343,4.173,7.164,5.876 +,Bulgaria,Billion Kwh,2.6,1.7,2.2,3,3.1,4.294,4.196,2.845,2.796,3.435,5.006,2.888,3.194,4.039,4.559 +,Croatia,Billion Kwh,5.8,6.5,5.3,4.8,6.9,6.27,5.94,4.194,5.164,6.663,9.035,4.983,4.789,8.536,8.917 +,Cyprus,Billion Kwh,,,,,,,,,,,,,,, +,Czech Republic,Billion Kwh,1.7,2,2.5,1.4,2,2.356,2.525,2.068,2.004,2.405,2.761,1.943,2.108,2.707,1.89 +,Denmark,Billion Kwh,0.03,0.028,0.032,0.021,0.027,0.023,0.023,0.028,0.026,0.019,0.021,0.017,0.017,0.013,0.015 +,Estonia,Billion Kwh,0.005,0.007,0.006,0.013,0.022,0.022,0.014,0.021,0.028,0.032,0.027,0.03,0.042,0.026,0.027 +,Faroe Islands,Billion Kwh,0.075262,0.075195,0.095535,0.08483,0.093443,0.097986,0.099934,0.103407,0.094921,0.091482,0.06676,0.092,0.099,0.091,0.121 +,Finland,Billion Kwh,15,13,11,9.5,15,13.646,11.379,14.035,16.941,12.559,12.793,12.321,16.69,12.71,13.263 +,France,Billion Kwh,66,74,60,59,59,50.965,55.741,57.029,63.017,56.428,62.086,44.343,58.13,70.009,62.201 +,Germany,Billion Kwh,22,23,23,19,21,19.442,19.808,20.957,20.239,18.841,20.743,17.494,21.537,22.768,19.39 +,Gibraltar,Billion Kwh,,,,,,,,,,,,,,, +,Greece,Billion Kwh,3.7,2.1,2.8,4.7,4.6,4.967,5.806,2.565,3.279,5.32,7.385,3.971,4.359,6.283,4.431 +,Hungary,Billion Kwh,0.2,0.2,0.2,0.2,0.2,0.2,0.184,0.208,0.211,0.226,0.186,0.22,0.211,0.211,0.299 +,Iceland,Billion Kwh,6.3,6.5,6.9,7,7.1,6.949,7.22,8.31,12.303,12.156,12.466,12.382,12.214,12.734,12.744 +,Ireland,Billion Kwh,0.8,0.6,0.9,0.6,0.6,0.625,0.717,0.66,0.959,0.893,0.593,0.7,0.794,0.593,0.702 +,Italy,Billion Kwh,44,46,39,33,42,35.706,36.624,32.488,41.207,48.647,50.605,45.365,41.456,52.246,57.96 +,Kosovo,Billion Kwh,--,--,--,--,--,--,--,--,0.075,0.119,0.154,0.104,0.095,0.142,0.149 +,Latvia,Billion Kwh,2.8,2.8,2.4,2.2,3.1,3.293,2.671,2.706,3.078,3.422,3.485,2.858,3.67,2.883,1.974 +,Lithuania,Billion Kwh,0.3,0.3,0.4,0.3,0.4,0.446193,0.393,0.417,0.398,0.42,0.535,0.475,0.419,0.516,0.395 +,Luxembourg,Billion Kwh,0.1,0.1,0.098,0.078,0.1,0.093,0.11,0.116,0.131,0.105,0.107,0.061,0.098,0.118,0.107 +,Macedonia,Billion Kwh,1.2,0.6,0.7,1.4,1.5,1.477,1.634,1,0.832,1.257,2.407,1.419,1.031,1.568,1.195 +,Malta,Billion Kwh,,,,,,,,,,,,,,, +,Montenegro,Billion Kwh,--,--,--,--,--,--,1.733,1.271,1.524,2.05,2.723,1.192,1.462,2.479,1.734 +,Netherlands,Billion Kwh,0.1,0.1,0.1,0.071,0.094,0.087,0.105,0.106,0.101,0.097,0.104,0.056,0.103,0.113,0.111 +,Norway,Billion Kwh,140,119,128,104,108,134.331,118.175,132.319,137.654,124.03,115.583,119.087,140.323,126.872,135.535 +,Poland,Billion Kwh,2.1,2.3,2.3,1.7,2.1,2.179,2.022,2.328,2.13,2.351,2.891,2.308,2.017,2.415,2.161 +,Portugal,Billion Kwh,11,14,7.7,16,9.8,4.684,10.892,9.991,6.73,8.201,15.987,11.425,5.566,13.593,15.413 +,Romania,Billion Kwh,15,15,16,13,16,20.005,18.172,15.806,17.023,15.379,19.684,14.581,11.945,14.807,18.618 +,Serbia,Billion Kwh,--,--,--,--,--,--,10.855,9.937,9.468,10.436,11.772,8.58,9.193,10.101,10.893 +,Slovakia,Billion Kwh,4.6,4.9,5.2,3.4,4.1,4.592,4.355,4.406,4,4.324,5.202,3.74,4.062,4.8,4.167 +,Slovenia,Billion Kwh,3.8,3.7,3.3,2.9,4,3.426,3.555,3.233,3.978,4.666,4.473,3.526,3.86,4.583,6.031 +,Spain,Billion Kwh,29,41,23,41,31,18.209,25.699,27.036,23.13,26.147,41.881,30.29,20.34,36.496,38.777 +,Sweden,Billion Kwh,78,78,66,53,60,72.075,61.106,65.497,68.378,65.193,65.734,65.77,78.143,60.747,63.126 +,Switzerland,Billion Kwh,36,41,35,34,33,30.914,30.649,34.898,35.676,35.366,35.7,32.066,38.214,38.076,37.656 +,Turkey,Billion Kwh,31,24,33,35,46,39.165,43.802,35.492,32.937,35.598,51.278,51.815,57.286,58.826,40.239 +,United Kingdom,Billion Kwh,5,4,4.7,3.2,4.8,4.873,4.547,5.026,5.094,5.178,3.529,5.624,5.232,4.655,5.826 +,Moldova,Billion Kwh,0.392,0.359,0.348,0.358,0.35,0.359,0.365,0.354,0.385,0.354,0.403,0.348,0.266,0.311,0.317 +,Ukraine,Billion Kwh,11.161,11.912,9.531,9.146,11.635,12.239,12.757,10.042,11.397,11.817,13.02,10.837,10.374,13.663,8.393 diff --git a/data/GDP_PPP_30arcsec_v3_mapped_default.csv b/data/GDP_PPP_30arcsec_v3_mapped_default.csv new file mode 100644 index 00000000..88a0d794 --- /dev/null +++ b/data/GDP_PPP_30arcsec_v3_mapped_default.csv @@ -0,0 +1,3487 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + pypsa-ua_gdp_data/GDP_PPP_30arcsec_v3_mapped_default.csv at main · martacki/pypsa-ua_gdp_data + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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+ + + + + + + + + + + + + + + + + + + + + + From b1cb4da9583778615066bb0f1a2a6a6bb105726f Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 17 Mar 2022 15:24:12 +0100 Subject: [PATCH 017/608] update gdp ppp data --- Snakefile | 2 +- data/GDP_PPP_30arcsec_v3_mapped_default.csv | 3619 +------------------ 2 files changed, 133 insertions(+), 3488 deletions(-) diff --git a/Snakefile b/Snakefile index ccdab7e2..04d4dd0f 100644 --- a/Snakefile +++ b/Snakefile @@ -226,7 +226,7 @@ rule add_electricity: geth_hydro_capacities='data/geth2015_hydro_capacities.csv', load='resources/load.csv', nuts3_shapes='resources/nuts3_shapes.geojson', - ua_md_gdp='data/GDP_PPP_30arcsec_v3_mapped.csv', + ua_md_gdp='data/GDP_PPP_30arcsec_v3_mapped_default.csv', **{f"profile_{tech}": f"resources/profile_{tech}.nc" for tech in config['renewable']} output: "networks/elec.nc" diff --git a/data/GDP_PPP_30arcsec_v3_mapped_default.csv b/data/GDP_PPP_30arcsec_v3_mapped_default.csv index 88a0d794..563f9672 100644 --- a/data/GDP_PPP_30arcsec_v3_mapped_default.csv +++ b/data/GDP_PPP_30arcsec_v3_mapped_default.csv @@ -1,3487 +1,132 @@ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - pypsa-ua_gdp_data/GDP_PPP_30arcsec_v3_mapped_default.csv at main · martacki/pypsa-ua_gdp_data - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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- - - - - - - - - - - - - - - - - - - - - - +name,GDP_PPP,country +3140,632728.0438507323,MD +3139,806541.9318093687,MD +3142,1392454.6690911907,MD +3152,897871.2903553953,MD +3246,645554.8588933202,MD +7049,1150156.4449477682,MD +2974,1429346.9791503416,UA +2977,1184037.1954527602,UA +2979,852288.6407749397,UA +2980,1141957.2320047219,UA +3031,299907.8424350093,UA +3032,540505.3630082514,UA +3033,731859.4763005031,UA +3035,314498.5956075456,UA +3036,1395320.326728076,UA +3037,3919945.2712070397,UA +3038,999131.4109861901,UA +3039,821068.8720677503,UA +3040,1457787.5810853438,UA +3044,335571.59866607585,UA +3045,1064634.3405434713,UA +3047,792971.761649712,UA +3049,510605.4821418032,UA +3050,3638242.4912859774,UA +3051,444013.21109525755,UA +3052,465181.02500159526,UA +3065,895603.1905944779,UA +3073,449860.38651911984,UA +3074,1175651.877493475,UA +3077,2135051.5999965193,UA +3078,362168.0452884817,UA +3079,3607981.0625132015,UA +3080,4233498.630740752,UA +3082,537084.8817353246,UA 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+3197,429139.1729323294,UA +3198,939667.6587172563,UA +3199,596839.7472973168,UA +3229,486477.8278959141,UA +3230,384060.2378292379,UA +3236,222300.2405161372,UA +3241,278774.74923407834,UA +4301,460033.7610668022,UA +4305,777860.8706513179,UA +4306,328298.17886102083,UA +4315,952594.3443272721,UA +4317,591335.3981133301,UA +4318,4183589.552207593,UA +4319,453459.41855206445,UA +4321,514742.61839797936,UA +4347,471467.4468032385,UA +4357,406381.62214779935,UA +4360,790504.0809554614,UA +4361,307017.0281947847,UA +4362,548853.9097539315,UA +4363,223750.45684247348,UA +4365,365552.4725029275,UA +4366,769864.0166443412,UA +4367,250689.59332008695,UA +4370,826055.62323876,UA +4371,21553498.561805386,UA +4373,5156286.658862991,UA +4374,1955130.9140082272,UA +4377,710342.8088970713,UA +4382,1317287.7863766842,UA +4383,457413.23406169366,UA +4384,992094.2980222296,UA +4385,764851.3885718279,UA +4387,293288.32008110516,UA +4388,966386.7291055198,UA +4389,477998.36752951634,UA +4391,1070501.2872402,UA +4401,703365.7138187529,UA +4403,666351.2112413044,UA +4405,258472.17047271246,UA +4408,525173.5445454168,UA +4409,422540.45613590744,UA +4410,637435.7115912458,UA +4412,811536.114127663,UA +4413,577616.2349367477,UA +4414,3059109.4087543595,UA +4416,804974.7452062997,UA +4418,313449.07977085834,UA +4420,394810.3965127809,UA +4424,533347.8140527328,UA +4425,478602.6118333876,UA +4431,368712.4787144766,UA +4435,861893.237728863,UA +4436,291767.3368239835,UA +4438,482986.9769243877,UA +4439,337802.68526181544,UA +4440,552615.7347921608,UA +4441,190281.90582023183,UA +7031,275821.6175240971,UA +7059,938564.9901396416,UA +7063,295384.8910905448,UA From d6f4b3b254ffcd9a4e19cdffc22c020ed0514a68 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 17 Mar 2022 16:43:23 +0100 Subject: [PATCH 018/608] powerplants: assume 'natural gas' is OCGT --- scripts/add_electricity.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/add_electricity.py b/scripts/add_electricity.py index 7fa069a6..73a1935a 100755 --- a/scripts/add_electricity.py +++ b/scripts/add_electricity.py @@ -182,7 +182,7 @@ def load_costs(tech_costs, config, elec_config, Nyears=1.): def load_powerplants(ppl_fn): carrier_dict = {'ocgt': 'OCGT', 'ccgt': 'CCGT', 'bioenergy': 'biomass', - 'ccgt, thermal': 'CCGT', 'hard coal': 'coal'} + 'ccgt, thermal': 'CCGT', 'hard coal': 'coal', "natural gas": "OCGT"} return (pd.read_csv(ppl_fn, index_col=0, dtype={'bus': 'str'}) .powerplant.to_pypsa_names() .rename(columns=str.lower).drop(columns=['efficiency']) From 1ca03e7f49312bfae1528887ac49eb866b3db4be Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 17 Mar 2022 16:43:59 +0100 Subject: [PATCH 019/608] minimum clusters is 39 with UA and MD --- config.default.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/config.default.yaml b/config.default.yaml index da017e36..258241bc 100755 --- a/config.default.yaml +++ b/config.default.yaml @@ -14,7 +14,7 @@ summary_dir: results scenario: simpl: [''] ll: ['copt'] - clusters: [37, 128, 256, 512, 1024] + clusters: [39, 128, 256, 512, 1024] opts: [Co2L-3H] countries: ['AL', 'AT', 'BA', 'BE', 'BG', 'CH', 'CZ', 'DE', 'DK', 'EE', 'ES', 'FI', 'FR', 'GB', 'GR', 'HR', 'HU', 'IE', 'IT', 'LT', 'LU', 'LV', 'ME', 'MD', 'MK', 'NL', 'NO', 'PL', 'PT', 'RO', 'RS', 'SE', 'SI', 'SK', 'UA'] From 08ad16a96285a638aeb1e433c9effef364a4de12 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 17 Mar 2022 16:44:59 +0100 Subject: [PATCH 020/608] powerplants: add MD country code --- data/custom_powerplants.csv | 26 +++++++++++++------------- 1 file changed, 13 insertions(+), 13 deletions(-) diff --git a/data/custom_powerplants.csv b/data/custom_powerplants.csv index 3e12beb1..4fd47498 100644 --- a/data/custom_powerplants.csv +++ b/data/custom_powerplants.csv @@ -2,36 +2,36 @@ 1266,Khmelnitskiy,Nuclear,,PP,UA,1901.8916595755832,,0.0,0.0,0.0,0.0,1988.0,2005.0,,,50.3023,26.6466,[nan],"{'GEO': ['GEO3842'], 'GPD': ['WRI1005111'], 'CARMA': ['CARMA22000']}" 1268,Kaniv,Hydro,Reservoir,PP,UA,452.1656050955414,,0.0,0.0,0.0,0.0,1972.0,2003.0,,,49.76653,31.47165,[nan],"{'GEO': ['GEO43017'], 'GPD': ['WRI1005122'], 'CARMA': ['CARMA21140']}" 1269,Kahovska kakhovka,Hydro,Reservoir,PP,UA,352.45222929936307,,0.0,0.0,0.0,0.0,1955.0,1956.0,,,46.77858,33.36965,[nan],"{'GEO': ['GEO43018'], 'GPD': ['WRI1005118'], 'CARMA': ['CARMA20855']}" -1347,Kharkiv,Natural Gas,Steam Turbine,CHP,UA,494.94274967602314,,0.0,0.0,0.0,0.0,1979.0,1980.0,,,49.9719,36.107,[nan],"{'GEO': ['GEO43027'], 'GPD': ['WRI1005126'], 'CARMA': ['CARMA21972']}" +1347,Kharkiv,Natural Gas,Steam Turbine,CHP,UA,494.94274967602314,,0.0,0.0,0.0,0.0,1979.0,1980.0,,,49.9719,36107,[nan],"{'GEO': ['GEO43027'], 'GPD': ['WRI1005126'], 'CARMA': ['CARMA21972']}" 1348,Kremenchuk,Hydro,Reservoir,PP,UA,617.0382165605096,,0.0,0.0,0.0,0.0,1959.0,1960.0,,,49.07759,33.2505,[nan],"{'GEO': ['GEO43019'], 'GPD': ['WRI1005121'], 'CARMA': ['CARMA23072']}" 1377,Krivorozhskaya,Hard Coal,Steam Turbine,PP,UA,2600.0164509342876,,0.0,0.0,0.0,0.0,1965.0,1992.0,,,47.5432,33.6583,[nan],"{'GEO': ['GEO42989'], 'GPD': ['WRI1005100'], 'CARMA': ['CARMA23176']}" 1407,Zmiyevskaya zmiivskaya,Hard Coal,Steam Turbine,PP,UA,2028.3816283884514,,0.0,0.0,0.0,0.0,1960.0,2005.0,,,49.5852,36.5231,[nan],"{'GEO': ['GEO42999'], 'GPD': ['WRI1005103'], 'CARMA': ['CARMA51042']}" 1408,Pridneprovskaya,Hard Coal,Steam Turbine,CHP,UA,1627.3152609570984,,0.0,0.0,0.0,0.0,1959.0,1966.0,,,48.4051,35.1131,[nan],"{'GEO': ['GEO42990'], 'GPD': ['WRI1005102'], 'CARMA': ['CARMA35874']}" 1409,Kurakhovskaya,Hard Coal,Steam Turbine,PP,UA,1371.0015824607397,,0.0,0.0,0.0,0.0,1972.0,2003.0,,,47.9944,37.24022,[nan],"{'GEO': ['GEO42994'], 'GPD': ['WRI1005104'], 'CARMA': ['CARMA23339']}" -1410,Dobrotvorsky,Hard Coal,Steam Turbine,PP,UA,553.1949895604868,,0.0,0.0,0.0,0.0,1960.0,1964.0,,,50.2133,24.375,[nan],"{'GEO': ['GEO42992'], 'GPD': ['WRI1005096'], 'CARMA': ['CARMA10971']}" +1410,Dobrotvorsky,Hard Coal,Steam Turbine,PP,UA,553.1949895604868,,0.0,0.0,0.0,0.0,1960.0,1964.0,,,50.2133,24375,[nan],"{'GEO': ['GEO42992'], 'GPD': ['WRI1005096'], 'CARMA': ['CARMA10971']}" 1422,Zuyevskaya,Hard Coal,Steam Turbine,PP,UA,1147.87960333801,,0.0,0.0,0.0,0.0,1982.0,2007.0,,,48.0331,38.28615,[nan],"{'GEO': ['GEO42995'], 'GPD': ['WRI1005106'], 'CARMA': ['CARMA51083']}" 1423,Zaporozhye,Nuclear,,PP,UA,5705.67497872675,,0.0,0.0,0.0,0.0,1985.0,1996.0,,,47.5119,34.5863,[nan],"{'GEO': ['GEO6207'], 'GPD': ['WRI1005114'], 'CARMA': ['CARMA50875']}" 1424,Trypilska,Hard Coal,Steam Turbine,PP,UA,1659.5849686814602,,0.0,0.0,0.0,0.0,1969.0,1972.0,,,50.1344,30.7468,[nan],"{'GEO': ['GEO43000'], 'GPD': ['WRI1005099'], 'CARMA': ['CARMA46410']}" 1425,Tashlyk,Hydro,Pumped Storage,Store,UA,285.55968954109585,,0.0,0.0,0.0,0.0,2006.0,2007.0,,,47.7968,31.1811,[nan],"{'GEO': ['GEO43025'], 'GPD': ['WRI1005117'], 'CARMA': ['CARMA44696']}" 1426,Starobeshivska,Hard Coal,Steam Turbine,PP,UA,1636.5351774497733,,0.0,0.0,0.0,0.0,1961.0,1967.0,,,47.7997,38.00612,[nan],"{'GEO': ['GEO43003'], 'GPD': ['WRI1005105'], 'CARMA': ['CARMA43083']}" -1427,South,Nuclear,,PP,UA,2852.837489363375,,0.0,0.0,0.0,0.0,1983.0,1989.0,,,47.812,31.22,[nan],"{'GEO': ['GEO5475'], 'GPD': ['WRI1005113'], 'CARMA': ['CARMA42555']}" +1427,South,Nuclear,,PP,UA,2852.837489363375,,0.0,0.0,0.0,0.0,1983.0,1989.0,,,47812,31.22,[nan],"{'GEO': ['GEO5475'], 'GPD': ['WRI1005113'], 'CARMA': ['CARMA42555']}" 1428,Rovno rivne,Nuclear,,PP,UA,2695.931427448389,,0.0,0.0,0.0,0.0,1981.0,2006.0,,,51.3245,25.89744,[nan],"{'GEO': ['GEO5174'], 'GPD': ['WRI1005112'], 'CARMA': ['CARMA38114']}" -1429,Ladyzhinska,Hard Coal,Steam Turbine,PP,UA,1659.5849686814602,,0.0,0.0,0.0,0.0,1970.0,1971.0,,,48.706,29.2202,[nan],"{'GEO': ['GEO42993'], 'GPD': ['WRI1005098'], 'CARMA': ['CARMA24024']}" -1430,Kiev,Hydro,Pumped Storage,PP,UA,635.8694635681177,,0.0,0.0,0.0,0.0,1964.0,1972.0,,,50.5998,30.501,"[nan, nan]","{'GEO': ['GEO43024', 'GEO43023'], 'GPD': ['WRI1005123', 'WRI1005124'], 'CARMA': ['CARMA23516', 'CARMA23517']}" -2450,Cet chisinau,Natural Gas,,PP,,306.0,,0.0,0.0,0.0,0.0,,,,,47.027550000000005,28.8801,"[nan, nan]","{'GPD': ['WRI1002985', 'WRI1002984'], 'CARMA': ['CARMA8450', 'CARMA8451']}" -2460,Hydropower che costesti,Hydro,,PP,,16.0,,0.0,0.0,0.0,0.0,1978.0,,,,47.8381,27.2246,[nan],"{'GPD': ['WRI1002987'], 'CARMA': ['CARMA9496']}" -2465,Moldavskaya gres,Hard Coal,,PP,,2520.0,,0.0,0.0,0.0,0.0,,,,,46.6292,29.9407,[nan],"{'GPD': ['WRI1002989'], 'CARMA': ['CARMA28979']}" -2466,Hydropower dubasari,Hydro,,PP,,48.0,,0.0,0.0,0.0,0.0,,,,,47.2778,29.123,[nan],"{'GPD': ['WRI1002988'], 'CARMA': ['CARMA11384']}" -2676,Cet nord balti,Natural Gas,,PP,,24.0,,0.0,0.0,0.0,0.0,,,,,47.7492,27.8938,[nan],"{'GPD': ['WRI1002986'], 'CARMA': ['CARMA3071']}" +1429,Ladyzhinska,Hard Coal,Steam Turbine,PP,UA,1659.5849686814602,,0.0,0.0,0.0,0.0,1970.0,1971.0,,,48706,29.2202,[nan],"{'GEO': ['GEO42993'], 'GPD': ['WRI1005098'], 'CARMA': ['CARMA24024']}" +1430,Kiev,Hydro,Pumped Storage,PP,UA,635.8694635681177,,0.0,0.0,0.0,0.0,1964.0,1972.0,,,50.5998,30501,"[nan, nan]","{'GEO': ['GEO43024', 'GEO43023'], 'GPD': ['WRI1005123', 'WRI1005124'], 'CARMA': ['CARMA23516', 'CARMA23517']}" +2450,Cet chisinau,Natural Gas,,PP,MD,306.0,,0.0,0.0,0.0,0.0,,,,,47.027550000000005,28.8801,"[nan, nan]","{'GPD': ['WRI1002985', 'WRI1002984'], 'CARMA': ['CARMA8450', 'CARMA8451']}" +2460,Hydropower che costesti,Hydro,,PP,MD,16.0,,0.0,0.0,0.0,0.0,1978.0,,,,47.8381,27.2246,[nan],"{'GPD': ['WRI1002987'], 'CARMA': ['CARMA9496']}" +2465,Moldavskaya gres,Hard Coal,,PP,MD,2520.0,,0.0,0.0,0.0,0.0,,,,,46.6292,29.9407,[nan],"{'GPD': ['WRI1002989'], 'CARMA': ['CARMA28979']}" +2466,Hydropower dubasari,Hydro,,PP,MD,48.0,,0.0,0.0,0.0,0.0,,,,,47.2778,29123,[nan],"{'GPD': ['WRI1002988'], 'CARMA': ['CARMA11384']}" +2676,Cet nord balti,Natural Gas,,PP,MD,24.0,,0.0,0.0,0.0,0.0,,,,,47.7492,27.8938,[nan],"{'GPD': ['WRI1002986'], 'CARMA': ['CARMA3071']}" 2699,Dniprodzerzhynsk,Hydro,Reservoir,PP,UA,360.3503184713376,,0.0,0.0,0.0,0.0,1963.0,1964.0,,,48.5485,34.541015,[nan],"{'GEO': ['GEO43020'], 'GPD': ['WRI1005119']}" 2707,Burshtynska tes,Hard Coal,Steam Turbine,PP,UA,2212.779958241947,,0.0,0.0,0.0,0.0,1965.0,1984.0,,,49.21038,24.66654,[nan],"{'GEO': ['GEO42991'], 'GPD': ['WRI1005097']}" 2708,Danipro dnieper,Hydro,Reservoir,PP,UA,1484.8407643312103,,0.0,0.0,0.0,0.0,1932.0,1947.0,,,47.86944,35.08611,[nan],"{'GEO': ['GEO43016'], 'GPD': ['WRI1005120']}" 2709,Dniester,Hydro,Pumped Storage,Store,UA,612.7241020616891,,0.0,0.0,0.0,0.0,2009.0,2011.0,,,48.51361,27.47333,[nan],"{'GEO': ['GEO43022'], 'GPD': ['WRI1005116', 'WRI1005115']}" -2710,Kiev,Natural Gas,Steam Turbine,CHP,UA,458.2803237740955,,0.0,0.0,0.0,0.0,1982.0,1984.0,,,50.532,30.6625,[nan],"{'GEO': ['GEO42998'], 'GPD': ['WRI1005125']}" +2710,Kiev,Natural Gas,Steam Turbine,CHP,UA,458.2803237740955,,0.0,0.0,0.0,0.0,1982.0,1984.0,,,50532,30.6625,[nan],"{'GEO': ['GEO42998'], 'GPD': ['WRI1005125']}" 2712,Luganskaya,Hard Coal,Steam Turbine,PP,UA,1060.2903966575996,,0.0,0.0,0.0,0.0,1962.0,1969.0,,,48.74781,39.2624,[nan],"{'GEO': ['GEO42996'], 'GPD': ['WRI1005110']}" -2713,Slavyanskaya,Hard Coal,Steam Turbine,PP,UA,737.5933194139823,,0.0,0.0,0.0,0.0,1971.0,1971.0,,,48.872,37.76567,[nan],"{'GEO': ['GEO43002'], 'GPD': ['WRI1005109']}" +2713,Slavyanskaya,Hard Coal,Steam Turbine,PP,UA,737.5933194139823,,0.0,0.0,0.0,0.0,1971.0,1971.0,,,48872,37.76567,[nan],"{'GEO': ['GEO43002'], 'GPD': ['WRI1005109']}" 2714,Vuhlehirska uglegorskaya,Hard Coal,Steam Turbine,PP,UA,3319.1699373629203,,0.0,0.0,0.0,0.0,1972.0,1977.0,,,48.4633,38.20328,[nan],"{'GEO': ['GEO43001'], 'GPD': ['WRI1005107']}" 2715,Zaporiska,Hard Coal,Steam Turbine,PP,UA,3319.1699373629203,,0.0,0.0,0.0,0.0,1972.0,1977.0,,,47.5089,34.6253,[nan],"{'GEO': ['GEO42988'], 'GPD': ['WRI1005101']}" 3678,Mironovskaya,Hard Coal,,PP,UA,815.0,,0.0,0.0,0.0,0.0,,,,,48.3407,38.4049,[nan],"{'GPD': ['WRI1005108'], 'CARMA': ['CARMA28679']}" 3679,Kramatorskaya,Hard Coal,,PP,UA,120.0,,0.0,0.0,0.0,0.0,1974.0,,,,48.7477,37.5723,[nan],"{'GPD': ['WRI1075856'], 'CARMA': ['CARMA54560']}" -3680,Chernihiv,Hard Coal,,PP,UA,200.0,,0.0,0.0,0.0,0.0,1968.0,,,,51.455,31.2602,[nan],"{'GPD': ['WRI1075853'], 'CARMA': ['CARMA8190']}" +3680,Chernihiv,Hard Coal,,PP,UA,200.0,,0.0,0.0,0.0,0.0,1968.0,,,,51455,31.2602,[nan],"{'GPD': ['WRI1075853'], 'CARMA': ['CARMA8190']}" From 3e14156709925dadcec04774302cdd3fabfe5aa3 Mon Sep 17 00:00:00 2001 From: euronion <42553970+euronion@users.noreply.github.com> Date: Thu, 17 Mar 2022 17:56:13 +0100 Subject: [PATCH 021/608] Add land cover analysis for MD, UA (Quick & Dirty). --- Snakefile | 48 ++++++- scripts/build_renewable_profiles.py | 6 + ...termine_availability_matrix_MD_UA.py.ipynb | 126 ++++++++++++++++++ 3 files changed, 179 insertions(+), 1 deletion(-) create mode 100644 scripts/determine_availability_matrix_MD_UA.py.ipynb diff --git a/Snakefile b/Snakefile index 04d4dd0f..0b5d979e 100644 --- a/Snakefile +++ b/Snakefile @@ -66,6 +66,43 @@ if config['enable'].get('retrieve_databundle', True): log: "logs/retrieve_databundle.log" script: 'scripts/retrieve_databundle.py' +# Downloading Copernicus Global Land Cover for land cover and land use: +# Website: https://land.copernicus.eu/global/products/lc +rule download_copernicus_land_cover: + input: + HTTP.remote( + "zenodo.org/record/3939050/files/PROBAV_LC100_global_v3.0.1_2019-nrt_Discrete-Classification-map_EPSG-4326.tif", + static=True, + ), + output: + "resources/Copernicus_LC100_global_v3.0.1_2019-nrt_Discrete-Classification-map_EPSG-4326.tif", + shell: + "mv {input} {output}" + +rule determine_availability_matrix_MD_UA: + input: + copernicus="resources/Copernicus_LC100_global_v3.0.1_2019-nrt_Discrete-Classification-map_EPSG-4326.tif", + gebco=lambda w: ("data/bundle/GEBCO_2014_2D.nc" + if "max_depth" in config["renewable"][w.technology].keys() + else []), + country_shapes='resources/country_shapes.geojson', + offshore_shapes='resources/offshore_shapes.geojson', + regions=lambda w: ("resources/regions_onshore.geojson" + if w.technology in ('onwind', 'solar') + else "resources/regions_offshore.geojson"), + cutout=lambda w: "cutouts/" + config["renewable"][w.technology]['cutout'] + ".nc" + output: + availability_matrix="resources/availability_matrix_MD-UA_{technology}.nc", + log: + "logs/determine_availability_matrix_MD_UA_{technology}.log", + benchmark: + "benchmarks/determine_availability_matrix_MD_UA_{technology}.log", + threads: + ATLITE_NPROCESSES + resources: + mem_mb=ATLITE_NPROCESSES * 5000 + notebook: + "scripts/determine_availability_matrix_MD_UA.py.ipynb" rule retrieve_load_data: input: HTTP.remote("data.open-power-system-data.org/time_series/2019-06-05/time_series_60min_singleindex.csv", keep_local=True, static=True) @@ -182,6 +219,14 @@ if config['enable'].get('retrieve_natura_raster', True): run: move(input[0], output[0]) +# Optional input when having Ukraine (UA) or Moldova (MD) in the countries list +if {"UA", "MD"}.intersection(set(config["countries"])): + opt = { + "availability_matrix_MD_UA":"resources/availability_matrix_MD-UA_{technology}.nc" + } +else: + opt = {} + rule build_renewable_profiles: input: base_network="networks/base.nc", @@ -195,7 +240,8 @@ rule build_renewable_profiles: regions=lambda w: ("resources/regions_onshore.geojson" if w.technology in ('onwind', 'solar') else "resources/regions_offshore.geojson"), - cutout=lambda w: "cutouts/" + config["renewable"][w.technology]['cutout'] + ".nc" + cutout=lambda w: "cutouts/" + config["renewable"][w.technology]['cutout'] + ".nc", + **opt, output: profile="resources/profile_{technology}.nc", log: "logs/build_renewable_profile_{technology}.log" benchmark: "benchmarks/build_renewable_profiles_{technology}" diff --git a/scripts/build_renewable_profiles.py b/scripts/build_renewable_profiles.py index 36845da5..05e124b3 100644 --- a/scripts/build_renewable_profiles.py +++ b/scripts/build_renewable_profiles.py @@ -260,6 +260,12 @@ if __name__ == '__main__': else: availability = cutout.availabilitymatrix(regions, excluder, **kwargs) + # For Moldova and Ukraine: Overwrite parts not covered by Corine with + # externally determined available areas + if "availability_matrix_MD_UA" in snakemake.input: + availability_MDUA = xr.open_dataarray(snakemake.input["availability_matrix_MD_UA"]) + availability.loc[availability_MDUA.coords] = availability_MDUA + area = cutout.grid.to_crs(3035).area / 1e6 area = xr.DataArray(area.values.reshape(cutout.shape), [cutout.coords['y'], cutout.coords['x']]) diff --git a/scripts/determine_availability_matrix_MD_UA.py.ipynb b/scripts/determine_availability_matrix_MD_UA.py.ipynb new file mode 100644 index 00000000..99d39cbe --- /dev/null +++ b/scripts/determine_availability_matrix_MD_UA.py.ipynb @@ -0,0 +1,126 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "1f7daec4", + "metadata": {}, + "outputs": [], + "source": [ + "import progressbar as pgb\n", + "import geopandas as gpd\n", + "import xarray as xr\n", + "import numpy as np\n", + "import functools\n", + "import atlite\n", + "import logging\n", + "import time\n", + "import matplotlib.pyplot as plt\n", + "from _helpers import mock_snakemake\n", + "\n", + "from _helpers import configure_logging\n", + "\n", + "logger = logging.getLogger(__name__)\n", + "\n", + "if __name__ == '__main__':\n", + " if 'snakemake' not in globals():\n", + " from _helpers import mock_snakemake\n", + " snakemake = mock_snakemake('determine_availability_matrix_MD_UA', technology='solar')\n", + " configure_logging(snakemake)\n", + " pgb.streams.wrap_stderr()\n", + "\n", + " nprocesses = snakemake.config['atlite'].get('nprocesses')\n", + " noprogress = not snakemake.config['atlite'].get('show_progress', True)\n", + " config = snakemake.config['renewable'][snakemake.wildcards.technology]\n", + "\n", + " cutout = atlite.Cutout(snakemake.input['cutout'])\n", + " regions = gpd.read_file(snakemake.input.regions).set_index('name').rename_axis('bus')\n", + " buses = regions.index\n", + "\n", + " excluder = atlite.ExclusionContainer(crs=3035, res=100)\n", + "\n", + " corine = config.get(\"corine\", {})\n", + " if \"grid_codes\" in corine:\n", + " \n", + " # Land cover codes to emulate CORINE results\n", + " if snakemake.wildcards.technology == \"solar\":\n", + " codes = [20, 30, 40, 50, 60, 90, 100]\n", + " elif snakemake.wildcards.technology == \"onwind\":\n", + " codes = [20, 30, 40, 60, 100, 111, 112, 113, 114, 115, 116, 121, 122, 123, 124, 125, 126]\n", + " elif snakemake.wildcards.technology == \"offshore-ac\":\n", + " codes = [80, 200]\n", + " elif snakemake.wildcards.technology == \"offshore-dc\":\n", + " codes = [80, 200]\n", + " else:\n", + " assert False, \"technology not supported\"\n", + " \n", + " excluder.add_raster(snakemake.input.copernicus, codes=codes, invert=True, crs=\"EPSG:4326\")\n", + " if \"distance\" in corine and corine.get(\"distance\", 0.) > 0.:\n", + " # Land cover codes to emulate CORINE results\n", + " if snakemake.wildcards.technology == \"onwind\":\n", + " codes = [50]\n", + " else:\n", + " assert False, \"technology not supported\"\n", + " \n", + " buffer = corine[\"distance\"]\n", + " excluder.add_raster(snakemake.input.copernicus, codes=codes, buffer=buffer, crs=\"EPSG:4326\")\n", + "\n", + " if \"max_depth\" in config:\n", + " # lambda not supported for atlite + multiprocessing\n", + " # use named function np.greater with partially frozen argument instead\n", + " # and exclude areas where: -max_depth > grid cell depth\n", + " func = functools.partial(np.greater,-config['max_depth'])\n", + " excluder.add_raster(snakemake.input.gebco, codes=func, crs=4236, nodata=-1000)\n", + "\n", + " if 'min_shore_distance' in config:\n", + " buffer = config['min_shore_distance']\n", + " excluder.add_geometry(snakemake.input.country_shapes, buffer=buffer)\n", + "\n", + " if 'max_shore_distance' in config:\n", + " buffer = config['max_shore_distance']\n", + " excluder.add_geometry(snakemake.input.country_shapes, buffer=buffer, invert=True)\n", + "\n", + " kwargs = dict(nprocesses=nprocesses, disable_progressbar=noprogress)\n", + " if noprogress:\n", + " logger.info('Calculate landuse availabilities...')\n", + " start = time.time()\n", + " availability = cutout.availabilitymatrix(regions, excluder, **kwargs)\n", + " duration = time.time() - start\n", + " logger.info(f'Completed availability calculation ({duration:2.2f}s)')\n", + " else:\n", + " availability = cutout.availabilitymatrix(regions, excluder, **kwargs)\n", + "\n", + " # Limit results only to buses for UA and MD\n", + " buses = regions.loc[regions[\"country\"].isin([\"UA\",\"MD\"])].index.values\n", + " availability = availability.sel(bus=buses)\n", + " \n", + " # Save and plot for verification\n", + " availability.to_netcdf(snakemake.output[\"availability_matrix\"])\n", + " #availability.sum(dim=\"bus\").plot()\n", + " #plt.title(technology)\n", + " #plt.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 6c3670c810f051baa1c169a3137428ba38bd928b Mon Sep 17 00:00:00 2001 From: euronion <42553970+euronion@users.noreply.github.com> Date: Thu, 17 Mar 2022 17:59:51 +0100 Subject: [PATCH 022/608] Restore Windows compatability. --- Snakefile | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/Snakefile b/Snakefile index 0b5d979e..451be6ef 100644 --- a/Snakefile +++ b/Snakefile @@ -76,8 +76,7 @@ rule download_copernicus_land_cover: ), output: "resources/Copernicus_LC100_global_v3.0.1_2019-nrt_Discrete-Classification-map_EPSG-4326.tif", - shell: - "mv {input} {output}" + run: move(input[0], output[0]) rule determine_availability_matrix_MD_UA: input: From ce6c15224f19dff193ebf8044d1b37d055f03d2d Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 17 Mar 2022 18:05:52 +0100 Subject: [PATCH 023/608] add release notes --- doc/release_notes.rst | 35 +++++++++++++++++++++++++++++++++-- 1 file changed, 33 insertions(+), 2 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index e70bc8ed..b6a397fc 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -7,9 +7,40 @@ Release Notes ########################################## +Synchronisation Release - Ukraine and Moldova (17th March 2022) +=================================================================== -Upcoming Release -================ +On March 16, 2022, the transmission networks of Ukraine and Moldova have +successfully been `synchronised with the continental European grid `_. We have taken +this as an opportunity to add the power systems of Ukraine and Moldova to +PyPSA-Eur. This includes: + +* the transmission network topology from the `ENTSO-E interactive map `_. + +* existing power plants (incl. nuclear, coal, gas and hydro) from the `powerplantmatching `_ tool + +* country-level load time series from ENTSO-E through the `OPSD platform `_, which are then distributed heuristically to substations by GDP and population density. + +* wind and solar profiles based on ERA5 and SARAH-2 weather data + +* hydro profiles based on historical `EIA generation data `_ + +* a simplified calculation of wind and solar potentials based on the `Copernicus Land Cover dataset `_. + +* electrical characteristics of 750 kV transmission lines + +The Crimean power system is currently disconnected from the main Ukrainian grid and, hence, not included. + +This release is not on the ``master`` branch. It can be used with + +.. code-block:: bash + + git clone https://github.com/pypsa/pypsa-eur + git checkout synchronisation-release + + +Upcoming Regular Release +======================== * Add an efficiency factor of 88.55% to offshore wind capacity factors as a proxy for wake losses. More rigorous modelling is `planned `_ From b30c559537d08295ccde1d3e9d19362c7f79a3a5 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 17 Mar 2022 18:16:18 +0100 Subject: [PATCH 024/608] add image to release notes --- doc/img/synchronisation.png | Bin 0 -> 664061 bytes doc/release_notes.rst | 5 ++++- 2 files changed, 4 insertions(+), 1 deletion(-) create mode 100644 doc/img/synchronisation.png diff --git a/doc/img/synchronisation.png b/doc/img/synchronisation.png new file mode 100644 index 0000000000000000000000000000000000000000..9029d9001d2a3c14814429eb30f813063cbc8dcc GIT binary patch literal 664061 zcmeFZ^;etE+CGX?C>GqIfkG+PQi^LEiiZ{m6fXseySr2f-av6}p-6Cd2rbq^aVZ|$ zgA+U_eD;37@80LEv)1_o&JRGISRFDo~9TW6;yLQjPr32@qY zc(}Mr2@5;^pBIFj-K>S>19Tr^zl6j^#lRg0hk^R`2iH1#L>mVe2S*j8sOyulGw1EY zIzEnAT$swAUll@wA9uZxqGkf8#QZUJ2@ijJ_vwxFzdMd9(%bxZzvxZQyEXqi+CQH>J`)=LcRvfM zUOd77nAGiSY?h()|2@?divNFF|KRrj5v@Z{G|vCx+&`EO)gWSb7e{N4qZ1@v%r(aq 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zyG>FK_vmg}%&a5bN2$5CjlZy!r|LzHPf;;-zopb9iI<_huP%@VI$+mqwkq7*3)C_TBsXc=L%Dk zVHvrIkYh-InP8V~_$6H7cb@%b*Ryx-*=d`QTOfbZOo0HnGXk8wC`xaS4Jih>K9svbjLT|&I>CV5l2n-pTR>|nEI0YnKXcey^U28g zMd)gk^7`QjAl84_Utjc^ayA$LRytJYk(U#G8bw!q1yf_r#3h{zz!%`J#*l6wwR!J$ z_KibUIX4x07FC2Z3*&KT$nP4fkBM87T1K1N0J7>a*{<0akYP+(CTctf(lQ%D^gqGmn{7f6qpYsT_>nEwcEGLW~vLPchWcCoqwqrd>1inWAvI zxvg{)4$D~9#b`z6Ukh_J?Nun8J{D*D&W|U^ClS8em+N2)X}GUJGZmG#RFw1JBe((<}onSYKi`81GA!UR}eIh5tHq zx(F9&ex6mJV46Ielqs{0w$+8-`&NbqgP64)3wi;A%Q5<^zk5d=gn`H=_=!N{jzjM3 z>${(>bjg!K&+>D~>5!$lCHH?E<0Dd+#sBJg^Kbr`TtocA{!c0NZ$MgoT=?(s{x>L# h{r}m&pQtRB#DYD6JvpEpaH9Yoo%@FOkQz^;{|8J#>jD4( literal 0 HcmV?d00001 diff --git a/doc/release_notes.rst b/doc/release_notes.rst index b6a397fc..ac0e0005 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -8,13 +8,16 @@ Release Notes ########################################## Synchronisation Release - Ukraine and Moldova (17th March 2022) -=================================================================== +=============================================================== On March 16, 2022, the transmission networks of Ukraine and Moldova have successfully been `synchronised with the continental European grid `_. We have taken this as an opportunity to add the power systems of Ukraine and Moldova to PyPSA-Eur. This includes: +.. image:: img/synchronisation.png + :width: 500 + * the transmission network topology from the `ENTSO-E interactive map `_. * existing power plants (incl. nuclear, coal, gas and hydro) from the `powerplantmatching `_ tool From 807d5d7c6eeb6012c85f933df7842525485bebb7 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 17 Mar 2022 18:34:27 +0100 Subject: [PATCH 025/608] env: add jupyter and nbconvert --- envs/environment.yaml | 2 ++ 1 file changed, 2 insertions(+) diff --git a/envs/environment.yaml b/envs/environment.yaml index 06eac040..7cb6b519 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -13,6 +13,8 @@ dependencies: - pypsa>=0.19.2 - atlite>=0.2.5 - dask + - jupyter + - nbconvert # Dependencies of the workflow itself - xlrd From eda9212dfd0a17649b99f271b0cd15b2d786e202 Mon Sep 17 00:00:00 2001 From: Fabian Date: Thu, 17 Mar 2022 18:36:46 +0100 Subject: [PATCH 026/608] build_load_data: fix UA and MD time series for subset of year --- scripts/build_load_data.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/scripts/build_load_data.py b/scripts/build_load_data.py index 9049ee30..052660d2 100755 --- a/scripts/build_load_data.py +++ b/scripts/build_load_data.py @@ -212,7 +212,9 @@ if __name__ == "__main__": # attach load of UA (best data only for entsoe transparency) load_ua = load_timeseries(snakemake.input[0], '2018', ['UA'], False) - load_ua.index = snapshots # hack indices (currently, UA is manually set to 2018) + snapshot_year = str(snapshots.year.unique().item()) + time_diff = pd.Timestamp('2018') - pd.Timestamp(snapshot_year) + load_ua.index -= time_diff # hack indices (currently, UA is manually set to 2018) load['UA'] = load_ua # attach load of MD (no time-series available, use 2020-totals and distribute according to UA): # https://www.iea.org/data-and-statistics/data-browser/?country=MOLDOVA&fuel=Energy%20consumption&indicator=TotElecCons From 748e1b1f5cd565714ff81dca8e60074e179102da Mon 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28d02a8d37c66e8462f57258ed09383a6c6ad6f1 Mon Sep 17 00:00:00 2001 From: euronion <42553970+euronion@users.noreply.github.com> Date: Fri, 18 Mar 2022 08:58:04 +0100 Subject: [PATCH 028/608] Update build_renewable_profiles.py --- scripts/build_renewable_profiles.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_renewable_profiles.py b/scripts/build_renewable_profiles.py index 05e124b3..ab4f2027 100644 --- a/scripts/build_renewable_profiles.py +++ b/scripts/build_renewable_profiles.py @@ -262,7 +262,7 @@ if __name__ == '__main__': # For Moldova and Ukraine: Overwrite parts not covered by Corine with # externally determined available areas - if "availability_matrix_MD_UA" in snakemake.input: + if "availability_matrix_MD_UA" in snakemake.input.keys(): availability_MDUA = xr.open_dataarray(snakemake.input["availability_matrix_MD_UA"]) availability.loc[availability_MDUA.coords] = availability_MDUA From c366905895753f919fdbfd0df1d454d4773b95d9 Mon Sep 17 00:00:00 2001 From: martacki Date: Fri, 18 Mar 2022 09:07:05 +0100 Subject: [PATCH 029/608] update co2limit + substations, lines and links in README --- README.md | 4 ++-- config.default.yaml | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index ab4d63b3..a603badd 100644 --- a/README.md +++ b/README.md @@ -50,9 +50,9 @@ The dataset consists of: - A grid model based on a modified [GridKit](https://github.com/bdw/GridKit) extraction of the [ENTSO-E Transmission System - Map](https://www.entsoe.eu/data/map/). The grid model contains 6763 lines + Map](https://www.entsoe.eu/data/map/). The grid model contains 7072 lines (alternating current lines at and above 220kV voltage level and all high - voltage direct current lines) and 3642 substations. + voltage direct current lines) and 3803 substations. - The open power plant database [powerplantmatching](https://github.com/FRESNA/powerplantmatching). - Electrical demand time series from the diff --git a/config.default.yaml b/config.default.yaml index 258241bc..a354861a 100755 --- a/config.default.yaml +++ b/config.default.yaml @@ -39,8 +39,8 @@ enable: electricity: voltages: [220., 300., 380., 750.] - co2limit: 7.75e+7 # 0.05 * 3.1e9*0.5 - co2base: 1.487e+9 + co2limit: 9.59e+7 # 0.05 * co2base + co2base: 1.918e+9 agg_p_nom_limits: data/agg_p_nom_minmax.csv extendable_carriers: From bf0df49332f95be9dd3d30d99fa6b527162088e3 Mon Sep 17 00:00:00 2001 From: martacki Date: Fri, 18 Mar 2022 10:27:42 +0100 Subject: [PATCH 030/608] update elec_s_X.png (ppls in md) --- doc/img/elec_s_X.png | Bin 1211359 -> 1259339 bytes 1 file 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ziv{*SobBH}AIJV5Pxs$n Date: Thu, 5 Jan 2023 16:41:49 +0100 Subject: [PATCH 031/608] allow carbon capture in biogas upgrading (closes #49) --- scripts/prepare_sector_network.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index b6c052be..540b3f23 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1874,10 +1874,12 @@ def add_biomass(n, costs): bus0=spatial.gas.biogas, bus1=spatial.gas.nodes, bus2="co2 atmosphere", + bus3="co2 stored", carrier="biogas to gas", capital_cost=costs.loc["biogas upgrading", "fixed"], marginal_cost=costs.loc["biogas upgrading", "VOM"], efficiency2=-costs.at['gas', 'CO2 intensity'], + efficiency3=costs.at["biogas", "CO2 stored"], p_nom_extendable=True ) From acc6ee6bfe25114e9527c3f27de1307ff098490a Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 6 Jan 2023 17:46:04 +0000 Subject: [PATCH 032/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- config.default.yaml | 4 +- scripts/build_load_data.py | 20 +++-- scripts/build_renewable_profiles.py | 6 +- ...termine_availability_matrix_MD_UA.py.ipynb | 89 ++++++++++++------- scripts/simplify_network.py | 6 +- 5 files changed, 81 insertions(+), 44 deletions(-) diff --git a/config.default.yaml b/config.default.yaml index 69128a5b..24607b9d 100755 --- a/config.default.yaml +++ b/config.default.yaml @@ -92,11 +92,11 @@ atlite: # base: # module: era5 europe-2013-era5: - module: era5 # in priority order + module: era5 # in priority order dx: 0.3 dy: 0.3 europe-2013-sarah: - module: [sarah, era5] # in priority order + module: [sarah, era5] # in priority order dx: 0.2 dy: 0.2 sarah_interpolate: false diff --git a/scripts/build_load_data.py b/scripts/build_load_data.py index 3993c254..055c62c4 100755 --- a/scripts/build_load_data.py +++ b/scripts/build_load_data.py @@ -265,9 +265,13 @@ def manual_adjustment(load, fn_load, powerstatistics, countries): load, "BG", "2018-10-27 21:00", "2018-10-28 22:00", Delta(weeks=1) ) - if 'UA' in countries: - copy_timeslice(load, 'UA', '2013-01-25 14:00', '2013-01-28 21:00', Delta(weeks=1)) - copy_timeslice(load, 'UA', '2013-10-28 03:00', '2013-10-28 20:00', Delta(weeks=1)) + if "UA" in countries: + copy_timeslice( + load, "UA", "2013-01-25 14:00", "2013-01-28 21:00", Delta(weeks=1) + ) + copy_timeslice( + load, "UA", "2013-10-28 03:00", "2013-10-28 20:00", Delta(weeks=1) + ) return load @@ -291,14 +295,14 @@ if __name__ == "__main__": load = load_timeseries(snakemake.input[0], years, countries, powerstatistics) # attach load of UA (best data only for entsoe transparency) - load_ua = load_timeseries(snakemake.input[0], '2018', ['UA'], False) + load_ua = load_timeseries(snakemake.input[0], "2018", ["UA"], False) snapshot_year = str(snapshots.year.unique().item()) - time_diff = pd.Timestamp('2018') - pd.Timestamp(snapshot_year) - load_ua.index -= time_diff # hack indices (currently, UA is manually set to 2018) - load['UA'] = load_ua + time_diff = pd.Timestamp("2018") - pd.Timestamp(snapshot_year) + load_ua.index -= time_diff # hack indices (currently, UA is manually set to 2018) + load["UA"] = load_ua # attach load of MD (no time-series available, use 2020-totals and distribute according to UA): # https://www.iea.org/data-and-statistics/data-browser/?country=MOLDOVA&fuel=Energy%20consumption&indicator=TotElecCons - load['MD'] = 6.2e6*(load_ua/load_ua.sum()) + load["MD"] = 6.2e6 * (load_ua / load_ua.sum()) if snakemake.config["load"]["manual_adjustments"]: load = manual_adjustment(load, snakemake.input[0], powerstatistics, countries) diff --git a/scripts/build_renewable_profiles.py b/scripts/build_renewable_profiles.py index 58b12ef7..4dd40971 100644 --- a/scripts/build_renewable_profiles.py +++ b/scripts/build_renewable_profiles.py @@ -288,9 +288,11 @@ if __name__ == "__main__": # For Moldova and Ukraine: Overwrite parts not covered by Corine with # externally determined available areas if "availability_matrix_MD_UA" in snakemake.input.keys(): - availability_MDUA = xr.open_dataarray(snakemake.input["availability_matrix_MD_UA"]) + availability_MDUA = xr.open_dataarray( + snakemake.input["availability_matrix_MD_UA"] + ) availability.loc[availability_MDUA.coords] = availability_MDUA - + area = cutout.grid.to_crs(3035).area / 1e6 area = xr.DataArray( area.values.reshape(cutout.shape), [cutout.coords["y"], cutout.coords["x"]] diff --git a/scripts/determine_availability_matrix_MD_UA.py.ipynb b/scripts/determine_availability_matrix_MD_UA.py.ipynb index 99d39cbe..d3c5dbf1 100644 --- a/scripts/determine_availability_matrix_MD_UA.py.ipynb +++ b/scripts/determine_availability_matrix_MD_UA.py.ipynb @@ -22,91 +22,120 @@ "\n", "logger = logging.getLogger(__name__)\n", "\n", - "if __name__ == '__main__':\n", - " if 'snakemake' not in globals():\n", + "if __name__ == \"__main__\":\n", + " if \"snakemake\" not in globals():\n", " from _helpers import mock_snakemake\n", - " snakemake = mock_snakemake('determine_availability_matrix_MD_UA', technology='solar')\n", + "\n", + " snakemake = mock_snakemake(\n", + " \"determine_availability_matrix_MD_UA\", technology=\"solar\"\n", + " )\n", " configure_logging(snakemake)\n", " pgb.streams.wrap_stderr()\n", "\n", - " nprocesses = snakemake.config['atlite'].get('nprocesses')\n", - " noprogress = not snakemake.config['atlite'].get('show_progress', True)\n", - " config = snakemake.config['renewable'][snakemake.wildcards.technology]\n", + " nprocesses = snakemake.config[\"atlite\"].get(\"nprocesses\")\n", + " noprogress = not snakemake.config[\"atlite\"].get(\"show_progress\", True)\n", + " config = snakemake.config[\"renewable\"][snakemake.wildcards.technology]\n", "\n", - " cutout = atlite.Cutout(snakemake.input['cutout'])\n", - " regions = gpd.read_file(snakemake.input.regions).set_index('name').rename_axis('bus')\n", + " cutout = atlite.Cutout(snakemake.input[\"cutout\"])\n", + " regions = (\n", + " gpd.read_file(snakemake.input.regions).set_index(\"name\").rename_axis(\"bus\")\n", + " )\n", " buses = regions.index\n", "\n", " excluder = atlite.ExclusionContainer(crs=3035, res=100)\n", "\n", " corine = config.get(\"corine\", {})\n", " if \"grid_codes\" in corine:\n", - " \n", + "\n", " # Land cover codes to emulate CORINE results\n", " if snakemake.wildcards.technology == \"solar\":\n", " codes = [20, 30, 40, 50, 60, 90, 100]\n", " elif snakemake.wildcards.technology == \"onwind\":\n", - " codes = [20, 30, 40, 60, 100, 111, 112, 113, 114, 115, 116, 121, 122, 123, 124, 125, 126]\n", + " codes = [\n", + " 20,\n", + " 30,\n", + " 40,\n", + " 60,\n", + " 100,\n", + " 111,\n", + " 112,\n", + " 113,\n", + " 114,\n", + " 115,\n", + " 116,\n", + " 121,\n", + " 122,\n", + " 123,\n", + " 124,\n", + " 125,\n", + " 126,\n", + " ]\n", " elif snakemake.wildcards.technology == \"offshore-ac\":\n", " codes = [80, 200]\n", " elif snakemake.wildcards.technology == \"offshore-dc\":\n", " codes = [80, 200]\n", " else:\n", " assert False, \"technology not supported\"\n", - " \n", - " excluder.add_raster(snakemake.input.copernicus, codes=codes, invert=True, crs=\"EPSG:4326\")\n", - " if \"distance\" in corine and corine.get(\"distance\", 0.) > 0.:\n", + "\n", + " excluder.add_raster(\n", + " snakemake.input.copernicus, codes=codes, invert=True, crs=\"EPSG:4326\"\n", + " )\n", + " if \"distance\" in corine and corine.get(\"distance\", 0.0) > 0.0:\n", " # Land cover codes to emulate CORINE results\n", " if snakemake.wildcards.technology == \"onwind\":\n", " codes = [50]\n", " else:\n", " assert False, \"technology not supported\"\n", - " \n", + "\n", " buffer = corine[\"distance\"]\n", - " excluder.add_raster(snakemake.input.copernicus, codes=codes, buffer=buffer, crs=\"EPSG:4326\")\n", + " excluder.add_raster(\n", + " snakemake.input.copernicus, codes=codes, buffer=buffer, crs=\"EPSG:4326\"\n", + " )\n", "\n", " if \"max_depth\" in config:\n", " # lambda not supported for atlite + multiprocessing\n", " # use named function np.greater with partially frozen argument instead\n", " # and exclude areas where: -max_depth > grid cell depth\n", - " func = functools.partial(np.greater,-config['max_depth'])\n", + " func = functools.partial(np.greater, -config[\"max_depth\"])\n", " excluder.add_raster(snakemake.input.gebco, codes=func, crs=4236, nodata=-1000)\n", "\n", - " if 'min_shore_distance' in config:\n", - " buffer = config['min_shore_distance']\n", + " if \"min_shore_distance\" in config:\n", + " buffer = config[\"min_shore_distance\"]\n", " excluder.add_geometry(snakemake.input.country_shapes, buffer=buffer)\n", "\n", - " if 'max_shore_distance' in config:\n", - " buffer = config['max_shore_distance']\n", - " excluder.add_geometry(snakemake.input.country_shapes, buffer=buffer, invert=True)\n", + " if \"max_shore_distance\" in config:\n", + " buffer = config[\"max_shore_distance\"]\n", + " excluder.add_geometry(\n", + " snakemake.input.country_shapes, buffer=buffer, invert=True\n", + " )\n", "\n", " kwargs = dict(nprocesses=nprocesses, disable_progressbar=noprogress)\n", " if noprogress:\n", - " logger.info('Calculate landuse availabilities...')\n", + " logger.info(\"Calculate landuse availabilities...\")\n", " start = time.time()\n", " availability = cutout.availabilitymatrix(regions, excluder, **kwargs)\n", " duration = time.time() - start\n", - " logger.info(f'Completed availability calculation ({duration:2.2f}s)')\n", + " logger.info(f\"Completed availability calculation ({duration:2.2f}s)\")\n", " else:\n", " availability = cutout.availabilitymatrix(regions, excluder, **kwargs)\n", "\n", " # Limit results only to buses for UA and MD\n", - " buses = regions.loc[regions[\"country\"].isin([\"UA\",\"MD\"])].index.values\n", + " buses = regions.loc[regions[\"country\"].isin([\"UA\", \"MD\"])].index.values\n", " availability = availability.sel(bus=buses)\n", - " \n", + "\n", " # Save and plot for verification\n", " availability.to_netcdf(snakemake.output[\"availability_matrix\"])\n", - " #availability.sum(dim=\"bus\").plot()\n", - " #plt.title(technology)\n", - " #plt.show()" + " # availability.sum(dim=\"bus\").plot()\n", + " # plt.title(technology)\n", + " # plt.show()" ] } ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "", "language": "python", - "name": "python3" + "name": "" }, "language_info": { "codemirror_mode": { diff --git a/scripts/simplify_network.py b/scripts/simplify_network.py index 42f7daac..7ed17923 100644 --- a/scripts/simplify_network.py +++ b/scripts/simplify_network.py @@ -395,8 +395,10 @@ def simplify_links(n, costs, config, output, aggregation_strategies=dict()): def remove_stubs(n, costs, config, output, aggregation_strategies=dict()): logger.info("Removing stubs") - across_borders = config["clustering"]["simplify_network"].get("remove_stubs_across_borders", True) - matching_attrs = [] if across_borders else ['country'] + across_borders = config["clustering"]["simplify_network"].get( + "remove_stubs_across_borders", True + ) + matching_attrs = [] if across_borders else ["country"] busmap = busmap_by_stubs(n, matching_attrs) connection_costs_to_bus = _compute_connection_costs_to_bus(n, busmap, costs, config) From 3d4af04d885772ce4da63e42e011f724fdcb5c5b Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 6 Jan 2023 21:51:33 +0100 Subject: [PATCH 033/608] update eia hydro data, fix missing merge conflict --- data/eia_hydro_annual_generation.csv | 103 ++++++++++++++------------- scripts/add_electricity.py | 6 +- scripts/build_hydro_profile.py | 4 +- 3 files changed, 56 insertions(+), 57 deletions(-) diff --git a/data/eia_hydro_annual_generation.csv b/data/eia_hydro_annual_generation.csv index 9b781ee3..859decf7 100644 --- a/data/eia_hydro_annual_generation.csv +++ b/data/eia_hydro_annual_generation.csv @@ -1,50 +1,53 @@ -https://www.eia.gov/international/data/world/electricity/electricity-generation?pd=2&p=000000000000000000000000000000g&u=1&f=A&v=mapbubble&a=-&i=none&vo=value&t=R&g=000000000000002&l=73-1028i008017kg6368g80a4k000e0ag00gg0004g8g0ho00g000400008&s=315532800000&e=1577836800000&ev=false& -Report generated on: 03-28-2022 11:20:48 -"API","","1980","1981","1982","1983","1984","1985","1986","1987","1988","1989","1990","1991","1992","1993","1994","1995","1996","1997","1998","1999","2000","2001","2002","2003","2004","2005","2006","2007","2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020" -"","hydroelectricity net generation (billion kWh)","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","","" -"INTL.33-12-EURO-BKWH.A"," Europe","458.018","464.155","459.881","473.685","481.241","476.739","459.535","491.085","534.517","465.365","474.466","475.47","509.041","526.448","531.815","543.743","529.114164","543.845616","562.441501","569.308453","591.206662","587.371195","541.542535","506.19703","544.536443","545.176179","537.335934","540.934407","567.557921","564.244482","619.96477","543.05273","600.46622","631.86431","619.59229","615.53013","629.98906","562.59258","619.31106","610.62616","670.925" -"INTL.33-12-ALB-BKWH.A"," Albania","2.919","3.018","3.093","3.167","3.241","3.315","3.365","3.979","3.713","3.846","2.82","3.483","3.187","3.281","3.733","4.162","5.669","4.978","4.872","5.231","4.548","3.519","3.477","5.117","5.411","5.319","4.951","2.76","3.759","5.201","7.49133","4.09068","4.67775","6.88941","4.67676","5.83605","7.70418","4.47975","8.46648","5.15394","5.281" -"INTL.33-12-AUT-BKWH.A"," Austria","28.501","30.008","29.893","29.577","28.384","30.288","30.496","25.401","35.151","34.641","31.179","31.112","34.483","36.336","35.349","36.696","33.874","35.744","36.792","40.292","41.418","40.05","39.825","32.883","36.394","36.31","35.48","36.732","37.969","40.487","36.466","32.511","41.862","40.138","39.001","35.255","37.954","36.462","35.73","40.43655","45.344" -"INTL.33-12-BEL-BKWH.A"," Belgium","0.274","0.377","0.325","0.331","0.348","0.282","0.339","0.425","0.354","0.3","0.263","0.226","0.338","0.252","0.342","0.335","0.237","0.30195","0.38511","0.338","0.455","0.437","0.356","0.245","0.314","0.285","0.355","0.385","0.406","0.325","0.298","0.193","0.353","0.376","0.289","0.314","0.367","0.268","0.311","0.108","1.29" -"INTL.33-12-BIH-BKWH.A"," Bosnia and Herzegovina","--","--","--","--","--","--","--","--","--","--","--","--","3.374","2.343","3.424","3.607","5.104","4.608","4.511","5.477","5.043","5.129","5.215","4.456","5.919","5.938","5.798","3.961","4.818","6.177","7.946","4.343","4.173","7.164","5.876","5.495","5.585","3.7521","6.35382","6.02019","6.1" -"INTL.33-12-BGR-BKWH.A"," Bulgaria","3.674","3.58","3.018","3.318","3.226","2.214","2.302","2.512","2.569","2.662","1.859","2.417","2.042","1.923","1.453","2.291","2.89","2.726","3.066","2.725","2.646","1.72","2.172","2.999","3.136","4.294","4.196","2.845","2.796","3.435","4.98168","2.84328","3.14622","3.99564","4.55598","5.59845","3.8412","2.79972","5.09553","3.34917","3.37" -"INTL.33-12-HRV-BKWH.A"," Croatia","--","--","--","--","--","--","--","--","--","--","--","--","4.298","4.302","4.881","5.212","7.156","5.234","5.403","6.524","5.794","6.482","5.311","4.827","6.888","6.27","5.94","4.194","5.164","6.663","9.035","4.983","4.789","8.536","8.917","6.327","6.784","5.255","7.62399","5.87268","3.4" -"INTL.33-12-CYP-BKWH.A"," Cyprus","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0" -"INTL.33-12-CZE-BKWH.A"," Czech Republic","--","--","--","--","--","--","--","--","--","--","--","--","--","1.355","1.445","1.982","1.949","1.68201","1.382","1.664","1.7404","2.033","2.467","1.369","1.999","2.356","2.525","2.068","2.004","2.405","2.775","1.95","2.107","2.704","1.909","1.779","1.983","1.852","1.615","1.98792","3.4" -"INTL.33-12-DNK-BKWH.A"," Denmark","0.03","0.031","0.028","0.036","0.028","0.027","0.029","0.029","0.032","0.027","0.027","0.026","0.028","0.027","0.033","0.03","0.019","0.019","0.02673","0.031","0.03","0.028","0.032","0.021","0.027","0.023","0.023","0.028","0.026","0.019","0.021","0.017","0.017","0.013","0.015","0.018","0.019","0.018","0.015","0.01584","0.02" -"INTL.33-12-EST-BKWH.A"," Estonia","--","--","--","--","--","--","--","--","--","--","--","--","0.001","0.001","0.003","0.002","0.002","0.003","0.004","0.004","0.005","0.007","0.006","0.013","0.022","0.022","0.014","0.021","0.028","0.032","0.027","0.03","0.042","0.026","0.027","0.027","0.035","0.026","0.015","0.01881","0.04" -"INTL.33-12-FRO-BKWH.A"," Faroe Islands","0.049","0.049","0.049","0.049","0.049","0.049","0.049","0.049","0.062","0.071","0.074","0.074","0.083","0.073","0.075","0.075","0.069564","0.075066","0.076501","0.069453","0.075262","0.075195","0.095535","0.08483","0.093443","0.097986","0.099934","0.103407","0.094921","0.091482","0.06676","0.092","0.099","0.091","0.121","0.132","0.105","0.11","0.107","0.102","0.11" -"INTL.33-12-FIN-BKWH.A"," Finland","10.115","13.518","12.958","13.445","13.115","12.211","12.266","13.658","13.229","12.9","10.75","13.065","14.956","13.341","11.669","12.796","11.742","12.11958","14.9","12.652","14.513","13.073","10.668","9.495","14.919","13.646","11.379","14.035","16.941","12.559","12.743","12.278","16.667","12.672","13.24","16.584","15.634","14.61","13.137","12.31461","15.56" -"INTL.33-12-CSK-BKWH.A"," Former Czechoslovakia","4.8","4.2","3.7","3.9","3.2","4.3","4","4.853","4.355","4.229","3.919","3.119","3.602","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--" -"INTL.33-12-SCG-BKWH.A"," Former Serbia and Montenegro","--","--","--","--","--","--","--","--","--","--","--","--","11.23","10.395","11.016","12.071","14.266","12.636","12.763","13.243","11.88","12.326","11.633","9.752","11.01","11.912","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--" -"INTL.33-12-YUG-BKWH.A"," Former Yugoslavia","27.868","25.044","23.295","21.623","25.645","24.363","27.474","25.98","25.612","23.256","19.601","18.929","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--" -"INTL.33-12-FRA-BKWH.A"," France","68.253","70.358","68.6","67.515","64.01","60.248","60.953","68.623","73.952","45.744","52.796","56.277","68.313","64.3","78.057","72.196","64.43","63.151","61.479","71.832","66.466","73.888","59.992","58.567","59.276","50.965","55.741","57.029","63.017","56.428","61.945","45.184","59.099","71.042","62.993","54.876","60.094","49.389","64.485","56.98242","64.84" -"INTL.33-12-DEU-BKWH.A"," Germany","--","--","--","--","--","--","--","--","--","--","--","14.742","17.223","17.699","19.731","21.562","21.737","17.18343","17.044","19.451","21.515","22.506","22.893","19.071","20.866","19.442","19.808","20.957","20.239","18.841","20.678","17.323","21.331","22.66","19.31","18.664","20.214","19.985","17.815","19.86039","24.75" -"INTL.33-12-DDR-BKWH.A"," Germany, East","1.658","1.718","1.748","1.683","1.748","1.758","1.767","1.726","1.719","1.551","1.389","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--" -"INTL.33-12-DEUW-BKWH.A"," Germany, West","17.125","17.889","17.694","16.713","16.434","15.354","16.526","18.36","18.128","16.482","15.769","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--" -"INTL.33-12-GIB-BKWH.A"," Gibraltar","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0" -"INTL.33-12-GRC-BKWH.A"," Greece","3.396","3.398","3.551","2.331","2.852","2.792","3.222","2.768","2.354","1.888","1.751","3.068","2.181","2.26","2.573","3.494","4.305","3.84318","3.68","4.546","3.656","2.076","2.772","4.718","4.625","4.967","5.806","2.565","3.279","5.32","7.431","3.998","4.387","6.337","4.464","5.782","5.543","3.962","5.035","3.9798","3.43" -"INTL.33-12-HUN-BKWH.A"," Hungary","0.111","0.166","0.158","0.153","0.179","0.153","0.152","0.167","0.167","0.156","0.176","0.192","0.156","0.164","0.159","0.161","0.205","0.21384","0.15345","0.179","0.176","0.184","0.192","0.169","0.203","0.2","0.184","0.208","0.211","0.226","0.184","0.216","0.206","0.208","0.294","0.227","0.253","0.214","0.216","0.21681","0.24" -"INTL.33-12-ISL-BKWH.A"," Iceland","3.053","3.085","3.407","3.588","3.738","3.667","3.846","3.918","4.169","4.217","4.162","4.162","4.267","4.421","4.47","4.635","4.724","5.15493","5.565","5.987","6.292","6.512","6.907","7.017","7.063","6.949","7.22","8.31","12.303","12.156","12.51","12.382","12.214","12.747","12.554","13.541","13.092","13.892","13.679","13.32441","12.46" -"INTL.33-12-IRL-BKWH.A"," Ireland","0.833","0.855","0.792","0.776","0.68","0.824","0.91","0.673","0.862","0.684","0.69","0.738","0.809","0.757","0.911","0.706","0.715","0.67122","0.907","0.838","0.838","0.59","0.903","0.592","0.624","0.625","0.717","0.66","0.959","0.893","0.593","0.699","0.795","0.593","0.701","0.798","0.674","0.685","0.687","0.87813","1.21" -"INTL.33-12-ITA-BKWH.A"," Italy","44.997","42.782","41.216","40.96","41.923","40.616","40.626","39.05","40.205","33.647","31.31","41.817","41.778","41.011","44.212","37.404","41.617","41.18697","40.808","44.911","43.763","46.343","39.125","33.303","41.915","35.706","36.624","32.488","41.207","48.647","50.506","45.36477","41.45625","52.24626","57.95955","45.08163","42.00768","35.83701","48.29913","45.31824","47.72" -"INTL.33-12-XKS-BKWH.A"," Kosovo","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","0.075","0.119","0.154","0.104","0.095","0.142","0.149","0.139","0.243","0.177","0.27027","0.2079","0.26" -"INTL.33-12-LVA-BKWH.A"," Latvia","--","--","--","--","--","--","--","--","--","--","--","--","2.498","2.846","3.272","2.908","1.841","2.922","2.99","2.729","2.791","2.805","2.438","2.243","3.078","3.293","2.671","2.706","3.078","3.422","3.488","2.857","3.677","2.838","1.953","1.841","2.523","4.356","2.417","2.08692","2.59" -"INTL.33-12-LTU-BKWH.A"," Lithuania","--","--","--","--","--","--","--","--","--","--","--","--","0.308","0.389","0.447","0.369","0.323","0.291","0.413","0.409","0.336","0.322","0.35","0.323","0.417","0.446193","0.393","0.417","0.398","0.42","0.535","0.475","0.419","0.516","0.395","0.346","0.45","0.597","0.427","0.34254","1.06" -"INTL.33-12-LUX-BKWH.A"," Luxembourg","0.086","0.095","0.084","0.083","0.088","0.071","0.084","0.101","0.097","0.072","0.07","0.083","0.069","0.066","0.117","0.087","0.059","0.082","0.114","0.084","0.119","0.117","0.098","0.078","0.103","0.093","0.11","0.116","0.131","0.105","0.104","0.061","0.095","0.114","0.104","0.095","0.111","0.082","0.089","0.10593","1.09" -"INTL.33-12-MLT-BKWH.A"," Malta","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0","0" -"INTL.33-12-MNE-BKWH.A"," Montenegro","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","1.733","1.271","1.524","2.05","2.723","1.192","1.462","2.479","1.734","1.476","1.825","1.014","2.09187","1.78","1.8" -"INTL.33-12-NLD-BKWH.A"," Netherlands","0","0","0","0","0","0.003","0.003","0.001","0.002","0.037","0.119","0.079","0.119","0.091","0.1","0.087","0.079","0.09108","0.111","0.089","0.141","0.116","0.109","0.071","0.094","0.087","0.105","0.106","0.101","0.097","0.105","0.057","0.104","0.114","0.112","0.093","0.1","0.061","0.072","0.07326","0.05" -"INTL.33-12-MKD-BKWH.A"," North Macedonia","--","--","--","--","--","--","--","--","--","--","--","--","0.817","0.517","0.696","0.793","0.842","0.891","1.072","1.375","1.158","0.62","0.749","1.36","1.467","1.477","1.634","1","0.832","1.257","2.407","1.419","1.031","1.568","1.195","1.846","1.878","1.099","1.773","1.15236","1.24" -"INTL.33-12-NOR-BKWH.A"," Norway","82.717","91.876","91.507","104.704","104.895","101.464","95.321","102.341","107.919","117.369","119.933","109.032","115.505","118.024","110.398","120.315","102.823","108.677","114.546","120.237","140.4","119.258","128.078","104.425","107.693","134.331","118.175","132.319","137.654","124.03","116.257","119.78","141.189","127.551","134.844","136.662","142.244","141.651","138.202","123.66288","141.69" -"INTL.33-12-POL-BKWH.A"," Poland","2.326","2.116","1.528","1.658","1.394","1.833","1.534","1.644","1.775","1.593","1.403","1.411","1.492","1.473","1.716","1.868","1.912","1.941","2.286","2.133","2.085","2.302","2.256","1.654","2.06","2.179","2.022","2.328","2.13","2.351","2.9","2.313","2.02","2.421","2.165","1.814","2.117","2.552","1.949","1.93842","2.93" -"INTL.33-12-PRT-BKWH.A"," Portugal","7.873","4.934","6.82","7.897","9.609","10.512","8.364","9.005","12.037","5.72","9.065","8.952","4.599","8.453","10.551","8.26","14.613","12.97395","12.853","7.213","11.21","13.894","7.722","15.566","9.77","4.684","10.892","9.991","6.73","8.201","15.954","11.423","5.589","13.652","15.471","8.615","15.608","5.79","12.316","8.6526","13.96" -"INTL.33-12-ROU-BKWH.A"," Romania","12.506","12.605","11.731","9.934","11.208","11.772","10.688","11.084","13.479","12.497","10.87","14.107","11.583","12.64","12.916","16.526","15.597","17.334","18.69","18.107","14.63","14.774","15.886","13.126","16.348","20.005","18.172","15.806","17.023","15.379","19.684","14.581","11.945","14.807","18.618","16.467","17.848","14.349","17.48736","15.65289","15.53" -"INTL.33-12-SRB-BKWH.A"," Serbia","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","--","10.855","9.937","9.468","10.436","11.772","8.58","9.193","10.101","10.893","9.979","10.684","9.061","10.53261","10.07028","9.66" -"INTL.33-12-SVK-BKWH.A"," Slovakia","--","--","--","--","--","--","--","--","--","--","--","--","--","3.432","4.311","4.831","4.185","4.023","4.224","4.429","4.569","4.878","5.215","3.4452","4.059","4.592","4.355","4.406","4","4.324","5.184","3.211","3.687","4.329","3.762","3.701","4.302","4.321","3.506","4.27383","4.67" -"INTL.33-12-SVN-BKWH.A"," Slovenia","--","--","--","--","--","--","--","--","--","--","--","--","3.379","2.974","3.348","3.187","3.616","3.046","3.4","3.684","3.771","3.741","3.265","2.916","4.033","3.426","3.555","3.233","3.978","4.666","4.452","3.506","3.841","4.562","6.011","3.75","4.443","3.814","4.643","4.43421","5.24" -"INTL.33-12-ESP-BKWH.A"," Spain","29.16","21.64","25.99","26.696","31.088","30.895","26.105","27.016","34.76","19.046","25.16","27.01","18.731","24.133","27.898","22.881","39.404","34.43","33.665","22.634","29.274","40.617","22.691","40.643","31.359","18.209","25.699","27.036","23.13","26.147","41.576","30.07","20.192","36.45","38.815","27.656","35.77","18.007","33.743","24.23025","33.34" -"INTL.33-12-SWE-BKWH.A"," Sweden","58.133","59.006","54.369","62.801","67.106","70.095","60.134","70.95","69.016","70.911","71.778","62.603","73.588","73.905","58.508","67.421","51.2226","68.365","74.25","70.974","77.798","78.269","65.696","53.005","59.522","72.075","61.106","65.497","68.378","65.193","66.279","66.047","78.333","60.81","63.227","74.734","61.645","64.651","61.79","64.46583","71.6" -"INTL.33-12-CHE-BKWH.A"," Switzerland","32.481","35.13","35.974","35.069","29.871","31.731","32.576","34.328","35.437","29.477","29.497","31.756","32.373","35.416","38.678","34.817","28.458","33.70257","33.136","39.604","36.466","40.895","34.862","34.471","33.411","30.914","30.649","34.898","35.676","35.366","35.704","32.069","38.218","38.08","37.659","37.879","34.281","33.754","34.637","37.6596","40.62" -"INTL.33-12-TUR-BKWH.A"," Turkey","11.159","12.308","13.81","11.13","13.19","11.822","11.637","18.314","28.447","17.61","22.917","22.456","26.302","33.611","30.28","35.186","40.07","39.41784","41.80671","34.33","30.57","23.77","33.346","34.977","45.623","39.165","43.802","35.492","32.937","35.598","51.423","51.155","56.669","58.225","39.75","65.856","66.686","57.824","59.49","87.99714","77.39" -"INTL.33-12-GBR-BKWH.A"," United Kingdom","3.921","4.369","4.543","4.548","3.992","4.08","4.767","4.13","4.915","4.732","5.119","4.534","5.329","4.237","5.043","4.79","3.359","4.127","5.067","5.283","5.035","4.015","4.74","3.195","4.795","4.873","4.547","5.026","5.094","5.178","3.566","5.655","5.286","4.667","5.832","6.246","5.342","5.836","5.189","5.89941","7.64" +https://www.eia.gov/international/data/world/electricity/electricity-generation?pd=2&p=000000000000000000000000000000g&u=1&f=A&v=mapbubble&a=-&i=none&vo=value&t=R&g=000000000000002&l=73-1028i008017kg6368g80a4k000e0ag00gg0004g8g0ho00g000400008&l=72-00000000000000000000000000080000000000000000000g&s=315532800000&e=1609459200000&ev=false&,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +Report generated on: 01-06-2023 21:17:46,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +API,,1980,1981,1982,1983,1984,1985,1986,1987,1988,1989,1990,1991,1992,1993,1994,1995,1996,1997,1998,1999,2000,2001,2002,2003,2004,2005,2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020,2021 +,hydroelectricity net generation (billion kWh),,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +INTL.33-12-EURO-BKWH.A, Europe,"458,018","464,155","459,881","473,685","481,241","476,739","459,535","491,085","534,517","465,365","474,466","475,47","509,041","526,448","531,815","543,743","529,114164","543,845616","562,491501","566,861453","588,644662","584,806195","539,051405","503,7067","542,112443","542,974669","535,006084","538,449707","565,143111","561,761402","617,547148","540,926277","598,055253","629,44709","617,111295","613,079848","627,720566217","560,362524","616,5081462","606,5997419","644,1106599","628,1390143" +INTL.33-12-ALB-BKWH.A, Albania,"2,919","3,018","3,093","3,167","3,241","3,315","3,365","3,979","3,713","3,846","2,82","3,483","3,187","3,281","3,733","4,162","5,669","4,978","4,872","5,231","4,548","3,519","3,477","5,117","5,411","5,319","4,951","2,76","3,759","5,201","7,49133","4,09068","4,67775","6,88941","4,67676","5,83605","7,70418","4,47975","8,46648","5,15394","5,281","8,891943" +INTL.33-12-AUT-BKWH.A, Austria,"28,501","30,008","29,893","29,577","28,384","30,288","30,496","25,401","35,151","34,641","31,179","31,112","34,483","36,336","35,349","36,696","33,874","35,744","36,792","40,292","41,418","40,05","39,825","32,883","36,394","36,31","35,48","36,732","37,969","40,487","36,466","32,511","41,862","40,138","39,001","35,255","37,954","36,462","35,73","40,43655","41,9356096","38,75133" +INTL.33-12-BEL-BKWH.A, Belgium,"0,274","0,377","0,325","0,331","0,348","0,282","0,339","0,425","0,354","0,3","0,263","0,226","0,338","0,252","0,342","0,335","0,237","0,30195","0,38511","0,338","0,455","0,437","0,356","0,245","0,314","0,285","0,355","0,385","0,406","0,325","0,298","0,193","0,353","0,376","0,289","0,314","0,367","0,268","0,3135","0,302","0,2669","0,3933" +INTL.33-12-BIH-BKWH.A, Bosnia and Herzegovina,--,--,--,--,--,--,--,--,--,--,--,--,"3,374","2,343","3,424","3,607","5,104","4,608","4,511","5,477","5,043","5,129","5,215","4,456","5,919","5,938","5,798","3,961","4,818","6,177","7,946","4,343","4,173","7,164","5,876","5,495","5,585","3,7521","6,35382","6,02019","4,58","6,722" +INTL.33-12-BGR-BKWH.A, Bulgaria,"3,674","3,58","3,018","3,318","3,226","2,214","2,302","2,512","2,569","2,662","1,859","2,417","2,042","1,923","1,453","2,291","2,89","2,726","3,066","2,725","2,646","1,72","2,172","2,999","3,136","4,294","4,196","2,845","2,796","3,435","4,98168","2,84328","3,14622","3,99564","4,55598","5,59845","3,8412","2,79972","5,09553","2,929499","2,820398","4,819205" +INTL.33-12-HRV-BKWH.A, Croatia,--,--,--,--,--,--,--,--,--,--,--,--,"4,298","4,302","4,881","5,212","7,156","5,234","5,403","6,524","5,794","6,482","5,311","4,827","6,888","6,27","5,94","4,194","5,164","6,663","9,035","4,983","4,789","8,536","8,917","6,327","6,784","5,255","7,62399","5,87268","5,6624","7,1277" +INTL.33-12-CYP-BKWH.A, Cyprus,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +INTL.33-12-CZE-BKWH.A, Czechia,--,--,--,--,--,--,--,--,--,--,--,--,--,"1,355","1,445","1,982","1,949","1,68201","1,382","1,664","1,7404","2,033","2,467","1,369","1,999","2,356","2,525","2,068","2,004","2,405","2,775","1,95","2,107","2,704","1,909","1,779","1,983","1,852","1,615","1,98792","2,143884","2,40852" +INTL.33-12-DNK-BKWH.A, Denmark,"0,03","0,031","0,028","0,036","0,028","0,027","0,029","0,029","0,032","0,027","0,027","0,026","0,028","0,027","0,033","0,03","0,019","0,019","0,02673","0,031","0,03","0,028","0,032","0,021","0,027","0,023","0,023","0,028","0,026","0,019","0,021","0,017","0,017","0,013","0,015","0,01803","0,01927","0,017871","0,0148621","0,0172171","0,017064","0,016295" +INTL.33-12-EST-BKWH.A, Estonia,--,--,--,--,--,--,--,--,--,--,--,--,"0,001","0,001","0,003","0,002","0,002","0,003","0,004","0,004","0,005","0,007","0,006","0,013","0,022","0,022","0,014","0,021","0,028","0,032","0,027","0,029999","0,042","0,026","0,027","0,027","0,035","0,025999","0,0150003","0,0189999","0,03","0,0248" +INTL.33-12-FRO-BKWH.A, Faroe Islands,"0,049","0,049","0,049","0,049","0,049","0,049","0,049","0,049","0,062","0,071","0,074","0,074","0,083","0,073","0,075","0,075","0,069564","0,075066","0,076501","0,069453","0,075262","0,075195","0,095535","0,08483","0,093443","0,097986","0,099934","0,103407","0,094921","0,091482","0,06676","0,092","0,099","0,091","0,121","0,132","0,105","0,11","0,107","0,102","0,11","0,11" +INTL.33-12-FIN-BKWH.A, Finland,"10,115","13,518","12,958","13,445","13,115","12,211","12,266","13,658","13,229","12,9","10,75","13,065","14,956","13,341","11,669","12,796","11,742","12,11958","14,9","12,652","14,513","13,073","10,668","9,495","14,919","13,646","11,379","14,035","16,941","12,559","12,743","12,278001","16,666998","12,672","13,240001","16,583999","15,634127","14,609473","13,1369998","12,2454823","15,883","15,766" +INTL.33-12-CSK-BKWH.A, Former Czechoslovakia,"4,8","4,2","3,7","3,9","3,2","4,3",4,"4,853","4,355","4,229","3,919","3,119","3,602",--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,-- +INTL.33-12-SCG-BKWH.A, Former Serbia and Montenegro,--,--,--,--,--,--,--,--,--,--,--,--,"11,23","10,395","11,016","12,071","14,266","12,636","12,763","13,243","11,88","12,326","11,633","9,752","11,01","11,912",--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,-- +INTL.33-12-YUG-BKWH.A, Former Yugoslavia,"27,868","25,044","23,295","21,623","25,645","24,363","27,474","25,98","25,612","23,256","19,601","18,929",--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,-- +INTL.33-12-FRA-BKWH.A, France,"68,253","70,358","68,6","67,515","64,01","60,248","60,953","68,623","73,952","45,744","52,796","56,277","68,313","64,3","78,057","72,196","64,43","63,151","61,479","71,832","66,466","73,888","59,992","58,567","59,276","50,965","55,741","57,029","63,017","56,428","61,945","45,184","59,099","71,042","62,993","54,876","60,094","49,389","64,485","56,913891","62,06191","58,856657" +INTL.33-12-DEU-BKWH.A, Germany,--,--,--,--,--,--,--,--,--,--,--,"14,742","17,223","17,699","19,731","21,562","21,737","17,18343","17,044","19,451","21,515","22,506","22,893","19,071","20,866","19,442","19,808","20,957","20,239","18,841","20,678","17,323","21,331","22,66","19,31","18,664","20,214","19,985","17,694","19,731","18,322","19,252" +INTL.33-12-DDR-BKWH.A," Germany, East","1,658","1,718","1,748","1,683","1,748","1,758","1,767","1,726","1,719","1,551","1,389",--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,-- +INTL.33-12-DEUW-BKWH.A," Germany, West","17,125","17,889","17,694","16,713","16,434","15,354","16,526","18,36","18,128","16,482","15,769",--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,-- +INTL.33-12-GIB-BKWH.A, Gibraltar,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +INTL.33-12-GRC-BKWH.A, Greece,"3,396","3,398","3,551","2,331","2,852","2,792","3,222","2,768","2,354","1,888","1,751","3,068","2,181","2,26","2,573","3,494","4,305","3,84318","3,68","4,546","3,656","2,076","2,772","4,718","4,625","4,967","5,806","2,565","3,279","5,32","7,431","3,998","4,387","6,337","4,464","5,782","5,543","3,962","5,035","3,9798","3,343687","5,909225" +INTL.33-12-HUN-BKWH.A, Hungary,"0,111","0,166","0,158","0,153","0,179","0,153","0,152","0,167","0,167","0,156","0,176","0,192","0,156","0,164","0,159","0,161","0,205","0,21384","0,15345","0,179","0,176","0,184","0,192","0,169","0,203","0,2","0,184","0,208","0,211","0,226","0,184","0,215999","0,205999","0,207999","0,294001","0,226719","0,253308","0,213999","0,216","0,2129999","0,238","0,202379" +INTL.33-12-ISL-BKWH.A, Iceland,"3,053","3,085","3,407","3,588","3,738","3,667","3,846","3,918","4,169","4,217","4,162","4,162","4,267","4,421","4,47","4,635","4,724","5,15493","5,565","5,987","6,292","6,512","6,907","7,017","7,063","6,949","7,22","8,31","12,303","12,156","12,509999","12,381999","12,213999","12,747001","12,554","13,541","13,091609","13,891929","13,679377","13,32911","12,9196201","13,5746171" +INTL.33-12-IRL-BKWH.A, Ireland,"0,833","0,855","0,792","0,776","0,68","0,824","0,91","0,673","0,862","0,684","0,69","0,738","0,809","0,757","0,911","0,706","0,715","0,67122","0,907","0,838","0,838","0,59","0,903","0,592","0,624","0,625","0,717","0,66","0,959","0,893","0,593","0,699","0,795","0,593","0,701","0,798","0,674","0,685","0,687","0,87813","0,932656","0,750122" +INTL.33-12-ITA-BKWH.A, Italy,"44,997","42,782","41,216","40,96","41,923","40,616","40,626","39,05","40,205","33,647","31,31","41,817","41,778","41,011","44,212","37,404","41,617","41,18697","40,808","44,911","43,763","46,343","39,125","33,303","41,915","35,706","36,624","32,488","41,207","48,647","50,506","45,36477","41,45625","52,24626","57,95955","45,08163","42,00768","35,83701","48,29913","45,31824","47,551784","44,739" +INTL.33-12-XKS-BKWH.A, Kosovo,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,"0,075","0,119","0,154","0,104","0,095","0,142","0,149","0,139","0,243","0,177","0,27027","0,2079","0,262826","0,300635" +INTL.33-12-LVA-BKWH.A, Latvia,--,--,--,--,--,--,--,--,--,--,--,--,"2,498","2,846","3,272","2,908","1,841","2,922","2,99","2,729","2,791","2,805","2,438","2,243","3,078","3,293","2,671","2,706","3,078","3,422","3,487998","2,8568","3,677","2,838","1,953","1,841","2,522819","4,355513","2,4170639","2,0958919","2,5840101","2,6889293" +INTL.33-12-LTU-BKWH.A, Lithuania,--,--,--,--,--,--,--,--,--,--,--,--,"0,308","0,389","0,447","0,369","0,323","0,291","0,413","0,409","0,336","0,322","0,35","0,323","0,417","0,446193","0,393","0,417","0,398","0,42","0,535","0,475","0,419","0,516","0,395","0,346","0,45","0,597","0,427","0,34254","0,3006","0,3837" +INTL.33-12-LUX-BKWH.A, Luxembourg,"0,086","0,095","0,084","0,083","0,088","0,071","0,084","0,101","0,097","0,072","0,07","0,083","0,069","0,066","0,117","0,087","0,059","0,082","0,114","0,084","0,119","0,117","0,098","0,078","0,103","0,093","0,11","0,116","0,131","0,105","0,104","0,061","0,095","0,114","0,104","0,095","0,111","0,082","0,089","0,10593","0,091602","0,1068" +INTL.33-12-MLT-BKWH.A, Malta,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 +INTL.33-12-MNE-BKWH.A, Montenegro,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,"1,733","1,271","1,524","2,05","2,723","1,192","1,462","2,479","1,734","1,476","1,825","1,014","1,693443","1,262781","0,867637","1,212652" +INTL.33-12-NLD-BKWH.A, Netherlands,0,0,0,0,0,"0,003","0,003","0,001","0,002","0,037","0,119","0,079","0,119","0,091","0,1","0,087","0,079","0,09108","0,111","0,089","0,141","0,116","0,109","0,071","0,094","0,087","0,105","0,106","0,101","0,097","0,105","0,057","0,104389","0,11431","0,112202","0,0927","0,100078","0,060759","0,0723481","0,074182","0,0462851","0,0838927" +INTL.33-12-MKD-BKWH.A, North Macedonia,--,--,--,--,--,--,--,--,--,--,--,--,"0,817","0,517","0,696","0,793","0,842","0,891","1,072","1,375","1,158","0,62","0,749","1,36","1,467","1,477","1,634",1,"0,832","1,257","2,407","1,419","1,031","1,568","1,195","1,846","1,878","1,099","1,773","1,15236","1,277144","1,451623" +INTL.33-12-NOR-BKWH.A, Norway,"82,717","91,876","91,507","104,704","104,895","101,464","95,321","102,341","107,919","117,369","119,933","109,032","115,505","118,024","110,398","120,315","102,823","108,677","114,546","120,237","140,4","119,258","128,078","104,425","107,693","134,331","118,175","132,319","137,654","124,03","116,257","119,78","141,189","127,551","134,844","136,662","142,244","141,651","138,202","123,66288","141,69",144 +INTL.33-12-POL-BKWH.A, Poland,"2,326","2,116","1,528","1,658","1,394","1,833","1,534","1,644","1,775","1,593","1,403","1,411","1,492","1,473","1,716","1,868","1,912","1,941","2,286","2,133","2,085","2,302","2,256","1,654","2,06","2,179","2,022","2,328","2,13","2,351","2,9","2,313","2,02","2,421","2,165","1,814","2,117","2,552","1,949","1,93842","2,118337","2,339192" +INTL.33-12-PRT-BKWH.A, Portugal,"7,873","4,934","6,82","7,897","9,609","10,512","8,364","9,005","12,037","5,72","9,065","8,952","4,599","8,453","10,551","8,26","14,613","12,97395","12,853","7,213","11,21","13,894","7,722","15,566","9,77","4,684","10,892","9,991","6,73","8,201","15,954","11,423","5,589","13,652","15,471","8,615","15,608","5,79","12,316","8,6526","12,082581","11,846464" +INTL.33-12-ROU-BKWH.A, Romania,"12,506","12,605","11,731","9,934","11,208","11,772","10,688","11,084","13,479","12,497","10,87","14,107","11,583","12,64","12,916","16,526","15,597","17,334","18,69","18,107","14,63","14,774","15,886","13,126","16,348","20,005","18,172","15,806","17,023","15,379","19,684","14,581","11,945","14,807","18,618","16,467","17,848","14,349","17,48736","15,580622","15,381243","17,376933" +INTL.33-12-SRB-BKWH.A, Serbia,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,--,"10,855","9,937","9,468","10,436","11,772","8,58","9,193","10,101","10,893","9,979","10,684","9,061","10,53261","9,457175","9,034496","11,284232" +INTL.33-12-SVK-BKWH.A, Slovakia,--,--,--,--,--,--,--,--,--,--,--,--,--,"3,432","4,311","4,831","4,185","4,023","4,224","4,429","4,569","4,878","5,215","3,4452","4,059","4,592","4,355","4,406",4,"4,324","5,184","3,211","3,687","4,329","3,762","3,701","4,302","4,321","3,506","4,27383","4,517","4,17" +INTL.33-12-SVN-BKWH.A, Slovenia,--,--,--,--,--,--,--,--,--,--,--,--,"3,379","2,974","3,348","3,187","3,616","3,046","3,4","3,684","3,771","3,741","3,265","2,916","4,033","3,426","3,555","3,233","3,978","4,666","4,452","3,506","3,841","4,562","6,011","3,75","4,443","3,814","4,643","4,43421","4,93406","4,711944" +INTL.33-12-ESP-BKWH.A, Spain,"29,16","21,64","25,99","26,696","31,088","30,895","26,105","27,016","34,76","19,046","25,16","27,01","18,731","24,133","27,898","22,881","39,404","34,43","33,665","22,634","29,274","40,617","22,691","40,643","31,359","18,209","25,699","27,036","23,13","26,147","41,576","30,07","20,192","36,45","38,815","27,656","35,77","18,007","33,743","24,23025","30,507","29,626" +INTL.33-12-SWE-BKWH.A, Sweden,"58,133","59,006","54,369","62,801","67,106","70,095","60,134","70,95","69,016","70,911","71,778","62,603","73,588","73,905","58,508","67,421","51,2226","68,365","74,25","70,974","77,798","78,269","65,696","53,005","59,522","72,075","61,106","65,497","68,378","65,193","66,279","66,047","78,333","60,81","63,227","74,734","61,645","64,651","61,79","64,46583","71,6","71,086" +INTL.33-12-CHE-BKWH.A, Switzerland,"32,481","35,13","35,974","35,069","29,871","31,731","32,576","34,328","35,437","29,477","29,497","31,756","32,373","35,416","38,678","34,817","28,458","33,70257","33,136","37,104","33,854","38,29","32,323","31,948","30,938","28,664","28,273","32,362","33,214","32,833","33,261","29,906","35,783","35,628","35,122","35,378","31,984","31,47968","32,095881","35,156989","37,867647","36,964485" +INTL.33-12-TUR-BKWH.A, Turkey,"11,159","12,308","13,81","11,13","13,19","11,822","11,637","18,314","28,447","17,61","22,917","22,456","26,302","33,611","30,28","35,186","40,07","39,41784","41,80671","34,33","30,57","23,77","33,346","34,977","45,623","39,165","43,802","35,492","32,937","35,598","51,423001","51,154999","56,668998","58,225","39,750001","65,856","66,685883","57,823851","59,490211","88,2094218","78,094369","55,1755392" +INTL.33-12-GBR-BKWH.A, United Kingdom,"3,921","4,369","4,543","4,548","3,992","4,08","4,767","4,13","4,915","4,732","5,119","4,534","5,329","4,237","5,043","4,79","3,359","4,127","5,117","5,336","5,085","4,055","4,78787","3,22767","4,844","4,92149","4,59315","5,0773","5,14119","5,22792","3,59138","5,69175","5,30965","4,70147","5,8878","6,29727","5,370412217","5,88187","5,44327","5,84628","6,75391","5,0149" +, Eurasia,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +INTL.33-12-MDA-BKWH.A, Moldova,--,--,--,--,--,--,--,--,--,--,--,--,"0,255","0,371","0,275","0,321","0,362","0,378","0,387","0,363","0,392","0,359","0,348","0,358","0,35","0,359","0,365","0,354","0,385","0,354","0,403","0,348","0,266","0,311","0,317","0,265","0,228","0,282","0,27324","0,29799","0,276","0,316" +INTL.33-12-UKR-BKWH.A, Ukraine,--,--,--,--,--,--,--,--,--,--,--,--,"7,725","10,929","11,997","9,853","8,546","9,757","15,756","14,177","11,161","11,912","9,531","9,146","11,635","12,239","12,757","10,042","11,397","11,817","13,02","10,837","10,374","13,663","8,393","5,343","7,594","8,856","10,32372","6,5083","7,5638","10,3326" diff --git a/scripts/add_electricity.py b/scripts/add_electricity.py index 6734985e..e36b3d3e 100755 --- a/scripts/add_electricity.py +++ b/scripts/add_electricity.py @@ -728,10 +728,6 @@ if __name__ == "__main__": ) ppl = load_powerplants(snakemake.input.powerplants) -<<<<<<< HEAD - attach_load(n, snakemake.input.regions, snakemake.input.load, snakemake.input.nuts3_shapes, - snakemake.input.ua_md_gdp, snakemake.config['countries'], snakemake.config['load']['scaling_factor']) -======= if "renewable_carriers" in snakemake.config["electricity"]: renewable_carriers = set(snakemake.config["renewable"]) else: @@ -741,7 +737,6 @@ if __name__ == "__main__": "Falling back to carriers listed under `renewable`." ) renewable_carriers = snakemake.config["renewable"] ->>>>>>> master extendable_carriers = snakemake.config["electricity"]["extendable_carriers"] if not (set(renewable_carriers) & set(extendable_carriers["Generator"])): @@ -758,6 +753,7 @@ if __name__ == "__main__": snakemake.input.regions, snakemake.input.load, snakemake.input.nuts3_shapes, + snakemake.input.ua_md_gdp, snakemake.config["countries"], snakemake.config["load"]["scaling_factor"], ) diff --git a/scripts/build_hydro_profile.py b/scripts/build_hydro_profile.py index 0e3f877f..aa3dd7b4 100644 --- a/scripts/build_hydro_profile.py +++ b/scripts/build_hydro_profile.py @@ -73,12 +73,12 @@ cc = coco.CountryConverter() def get_eia_annual_hydro_generation(fn, countries): # in billion kWh/a = TWh/a - df = pd.read_csv(fn, skiprows=2, index_col=1, na_values=[" ", "--"]).iloc[1:, 1:] + df = pd.read_csv(fn, skiprows=2, index_col=1, na_values=[" ", "--"], decimal=",").iloc[1:, 1:] df.index = df.index.str.strip() former_countries = { "Former Czechoslovakia": dict( - countries=["Czech Republic", "Slovakia"], start=1980, end=1992 + countries=["Czechia", "Slovakia"], start=1980, end=1992 ), "Former Serbia and Montenegro": dict( countries=["Serbia", "Montenegro"], start=1992, end=2005 From 3c099095dc50ce7d27d080686b005b49248cc216 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 6 Jan 2023 20:51:49 +0000 Subject: [PATCH 034/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/add_electricity.py | 4 ++-- scripts/build_hydro_profile.py | 4 +++- 2 files changed, 5 insertions(+), 3 deletions(-) diff --git a/scripts/add_electricity.py b/scripts/add_electricity.py index e36b3d3e..0b2e2844 100755 --- a/scripts/add_electricity.py +++ b/scripts/add_electricity.py @@ -223,7 +223,7 @@ def attach_load(n, regions, load, nuts3_shapes, ua_md_gdp, countries, scaling=1. regions = gpd.read_file(regions).set_index("name").reindex(substation_lv_i) opsd_load = pd.read_csv(load, index_col=0, parse_dates=True).filter(items=countries) - ua_md_gdp = pd.read_csv(ua_md_gdp, dtype={'name': 'str'}).set_index('name') + ua_md_gdp = pd.read_csv(ua_md_gdp, dtype={"name": "str"}).set_index("name") logger.info(f"Load data scaled with scalling factor {scaling}.") opsd_load *= scaling @@ -250,7 +250,7 @@ def attach_load(n, regions, load, nuts3_shapes, ua_md_gdp, countries, scaling=1. # relative factors 0.6 and 0.4 have been determined from a linear # regression on the country to continent load data factors = normed(0.6 * normed(gdp_n) + 0.4 * normed(pop_n)) - if cntry in ['UA', 'MD']: + if cntry in ["UA", "MD"]: # overwrite factor because nuts3 provides no data for UA+MD factors = normed(ua_md_gdp.loc[group.index, "GDP_PPP"].squeeze()) diff --git a/scripts/build_hydro_profile.py b/scripts/build_hydro_profile.py index aa3dd7b4..9831521a 100644 --- a/scripts/build_hydro_profile.py +++ b/scripts/build_hydro_profile.py @@ -73,7 +73,9 @@ cc = coco.CountryConverter() def get_eia_annual_hydro_generation(fn, countries): # in billion kWh/a = TWh/a - df = pd.read_csv(fn, skiprows=2, index_col=1, na_values=[" ", "--"], decimal=",").iloc[1:, 1:] + df = pd.read_csv( + fn, skiprows=2, index_col=1, na_values=[" ", "--"], decimal="," + ).iloc[1:, 1:] df.index = df.index.str.strip() former_countries = { From 36fbc53289da6783d34a61cd0860ce9aef497aa2 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Sat, 11 Mar 2023 13:28:29 +0000 Subject: [PATCH 035/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/determine_availability_matrix_MD_UA.py.ipynb | 1 - 1 file changed, 1 deletion(-) diff --git a/scripts/determine_availability_matrix_MD_UA.py.ipynb b/scripts/determine_availability_matrix_MD_UA.py.ipynb index d3c5dbf1..1261e064 100644 --- a/scripts/determine_availability_matrix_MD_UA.py.ipynb +++ b/scripts/determine_availability_matrix_MD_UA.py.ipynb @@ -46,7 +46,6 @@ "\n", " corine = config.get(\"corine\", {})\n", " if \"grid_codes\" in corine:\n", - "\n", " # Land cover codes to emulate CORINE results\n", " if snakemake.wildcards.technology == \"solar\":\n", " codes = [20, 30, 40, 50, 60, 90, 100]\n", From eddde8fb3ae1aacb54242f8a9170444966951dae Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 31 Mar 2023 10:43:47 +0200 Subject: [PATCH 036/608] convert ipynb to py --- Snakefile | 4 +- .../determine_availability_matrix_MD_UA.py | 127 +++++++++++++++ ...termine_availability_matrix_MD_UA.py.ipynb | 154 ------------------ 3 files changed, 129 insertions(+), 156 deletions(-) create mode 100644 scripts/determine_availability_matrix_MD_UA.py delete mode 100644 scripts/determine_availability_matrix_MD_UA.py.ipynb diff --git a/Snakefile b/Snakefile index a37086e4..1c9f11ec 100644 --- a/Snakefile +++ b/Snakefile @@ -136,8 +136,8 @@ rule determine_availability_matrix_MD_UA: ATLITE_NPROCESSES resources: mem_mb=ATLITE_NPROCESSES * 5000 - notebook: - "scripts/determine_availability_matrix_MD_UA.py.ipynb" + script: + "scripts/determine_availability_matrix_MD_UA.py" rule retrieve_load_data: input: diff --git a/scripts/determine_availability_matrix_MD_UA.py b/scripts/determine_availability_matrix_MD_UA.py new file mode 100644 index 00000000..fd86e6c4 --- /dev/null +++ b/scripts/determine_availability_matrix_MD_UA.py @@ -0,0 +1,127 @@ +#!/usr/bin/env python +# coding: utf-8 + +# In[ ]: + + +import progressbar as pgb +import geopandas as gpd +import xarray as xr +import numpy as np +import functools +import atlite +import logging +import time +import matplotlib.pyplot as plt +from _helpers import mock_snakemake + +from _helpers import configure_logging + +logger = logging.getLogger(__name__) + +if __name__ == "__main__": + if "snakemake" not in globals(): + from _helpers import mock_snakemake + + snakemake = mock_snakemake( + "determine_availability_matrix_MD_UA", technology="solar" + ) + configure_logging(snakemake) + pgb.streams.wrap_stderr() + + nprocesses = snakemake.config["atlite"].get("nprocesses") + noprogress = not snakemake.config["atlite"].get("show_progress", True) + config = snakemake.config["renewable"][snakemake.wildcards.technology] + + cutout = atlite.Cutout(snakemake.input["cutout"]) + regions = ( + gpd.read_file(snakemake.input.regions).set_index("name").rename_axis("bus") + ) + buses = regions.index + + excluder = atlite.ExclusionContainer(crs=3035, res=100) + + corine = config.get("corine", {}) + if "grid_codes" in corine: + # Land cover codes to emulate CORINE results + if snakemake.wildcards.technology == "solar": + codes = [20, 30, 40, 50, 60, 90, 100] + elif snakemake.wildcards.technology == "onwind": + codes = [ + 20, + 30, + 40, + 60, + 100, + 111, + 112, + 113, + 114, + 115, + 116, + 121, + 122, + 123, + 124, + 125, + 126, + ] + elif snakemake.wildcards.technology == "offshore-ac": + codes = [80, 200] + elif snakemake.wildcards.technology == "offshore-dc": + codes = [80, 200] + else: + assert False, "technology not supported" + + excluder.add_raster( + snakemake.input.copernicus, codes=codes, invert=True, crs="EPSG:4326" + ) + if "distance" in corine and corine.get("distance", 0.0) > 0.0: + # Land cover codes to emulate CORINE results + if snakemake.wildcards.technology == "onwind": + codes = [50] + else: + assert False, "technology not supported" + + buffer = corine["distance"] + excluder.add_raster( + snakemake.input.copernicus, codes=codes, buffer=buffer, crs="EPSG:4326" + ) + + if "max_depth" in config: + # lambda not supported for atlite + multiprocessing + # use named function np.greater with partially frozen argument instead + # and exclude areas where: -max_depth > grid cell depth + func = functools.partial(np.greater, -config["max_depth"]) + excluder.add_raster(snakemake.input.gebco, codes=func, crs=4236, nodata=-1000) + + if "min_shore_distance" in config: + buffer = config["min_shore_distance"] + excluder.add_geometry(snakemake.input.country_shapes, buffer=buffer) + + if "max_shore_distance" in config: + buffer = config["max_shore_distance"] + excluder.add_geometry( + snakemake.input.country_shapes, buffer=buffer, invert=True + ) + + kwargs = dict(nprocesses=nprocesses, disable_progressbar=noprogress) + if noprogress: + logger.info("Calculate landuse availabilities...") + start = time.time() + availability = cutout.availabilitymatrix(regions, excluder, **kwargs) + duration = time.time() - start + logger.info(f"Completed availability calculation ({duration:2.2f}s)") + else: + availability = cutout.availabilitymatrix(regions, excluder, **kwargs) + + # Limit results only to buses for UA and MD + buses = regions.loc[regions["country"].isin(["UA", "MD"])].index.values + availability = availability.sel(bus=buses) + + # Save and plot for verification + availability.to_netcdf(snakemake.output["availability_matrix"]) + # availability.sum(dim="bus").plot() + # plt.title(technology) + # plt.show() + diff --git a/scripts/determine_availability_matrix_MD_UA.py.ipynb b/scripts/determine_availability_matrix_MD_UA.py.ipynb deleted file mode 100644 index 1261e064..00000000 --- a/scripts/determine_availability_matrix_MD_UA.py.ipynb +++ /dev/null @@ -1,154 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": null, - "id": "1f7daec4", - "metadata": {}, - "outputs": [], - "source": [ - "import progressbar as pgb\n", - "import geopandas as gpd\n", - "import xarray as xr\n", - "import numpy as np\n", - "import functools\n", - "import atlite\n", - "import logging\n", - "import time\n", - "import matplotlib.pyplot as plt\n", - "from _helpers import mock_snakemake\n", - "\n", - "from _helpers import configure_logging\n", - "\n", - "logger = logging.getLogger(__name__)\n", - "\n", - "if __name__ == \"__main__\":\n", - " if \"snakemake\" not in globals():\n", - " from _helpers import mock_snakemake\n", - "\n", - " snakemake = mock_snakemake(\n", - " \"determine_availability_matrix_MD_UA\", technology=\"solar\"\n", - " )\n", - " configure_logging(snakemake)\n", - " pgb.streams.wrap_stderr()\n", - "\n", - " nprocesses = snakemake.config[\"atlite\"].get(\"nprocesses\")\n", - " noprogress = not snakemake.config[\"atlite\"].get(\"show_progress\", True)\n", - " config = snakemake.config[\"renewable\"][snakemake.wildcards.technology]\n", - "\n", - " cutout = atlite.Cutout(snakemake.input[\"cutout\"])\n", - " regions = (\n", - " gpd.read_file(snakemake.input.regions).set_index(\"name\").rename_axis(\"bus\")\n", - " )\n", - " buses = regions.index\n", - "\n", - " excluder = atlite.ExclusionContainer(crs=3035, res=100)\n", - "\n", - " corine = config.get(\"corine\", {})\n", - " if \"grid_codes\" in corine:\n", - " # Land cover codes to emulate CORINE results\n", - " if snakemake.wildcards.technology == \"solar\":\n", - " codes = [20, 30, 40, 50, 60, 90, 100]\n", - " elif snakemake.wildcards.technology == \"onwind\":\n", - " codes = [\n", - " 20,\n", - " 30,\n", - " 40,\n", - " 60,\n", - " 100,\n", - " 111,\n", - " 112,\n", - " 113,\n", - " 114,\n", - " 115,\n", - " 116,\n", - " 121,\n", - " 122,\n", - " 123,\n", - " 124,\n", - " 125,\n", - " 126,\n", - " ]\n", - " elif snakemake.wildcards.technology == \"offshore-ac\":\n", - " codes = [80, 200]\n", - " elif snakemake.wildcards.technology == \"offshore-dc\":\n", - " codes = [80, 200]\n", - " else:\n", - " assert False, \"technology not supported\"\n", - "\n", - " excluder.add_raster(\n", - " snakemake.input.copernicus, codes=codes, invert=True, crs=\"EPSG:4326\"\n", - " )\n", - " if \"distance\" in corine and corine.get(\"distance\", 0.0) > 0.0:\n", - " # Land cover codes to emulate CORINE results\n", - " if snakemake.wildcards.technology == \"onwind\":\n", - " codes = [50]\n", - " else:\n", - " assert False, \"technology not supported\"\n", - "\n", - " buffer = corine[\"distance\"]\n", - " excluder.add_raster(\n", - " snakemake.input.copernicus, codes=codes, buffer=buffer, crs=\"EPSG:4326\"\n", - " )\n", - "\n", - " if \"max_depth\" in config:\n", - " # lambda not supported for atlite + multiprocessing\n", - " # use named function np.greater with partially frozen argument instead\n", - " # and exclude areas where: -max_depth > grid cell depth\n", - " func = functools.partial(np.greater, -config[\"max_depth\"])\n", - " excluder.add_raster(snakemake.input.gebco, codes=func, crs=4236, nodata=-1000)\n", - "\n", - " if \"min_shore_distance\" in config:\n", - " buffer = config[\"min_shore_distance\"]\n", - " excluder.add_geometry(snakemake.input.country_shapes, buffer=buffer)\n", - "\n", - " if \"max_shore_distance\" in config:\n", - " buffer = config[\"max_shore_distance\"]\n", - " excluder.add_geometry(\n", - " snakemake.input.country_shapes, buffer=buffer, invert=True\n", - " )\n", - "\n", - " kwargs = dict(nprocesses=nprocesses, disable_progressbar=noprogress)\n", - " if noprogress:\n", - " logger.info(\"Calculate landuse availabilities...\")\n", - " start = time.time()\n", - " availability = cutout.availabilitymatrix(regions, excluder, **kwargs)\n", - " duration = time.time() - start\n", - " logger.info(f\"Completed availability calculation ({duration:2.2f}s)\")\n", - " else:\n", - " availability = cutout.availabilitymatrix(regions, excluder, **kwargs)\n", - "\n", - " # Limit results only to buses for UA and MD\n", - " buses = regions.loc[regions[\"country\"].isin([\"UA\", \"MD\"])].index.values\n", - " availability = availability.sel(bus=buses)\n", - "\n", - " # Save and plot for verification\n", - " availability.to_netcdf(snakemake.output[\"availability_matrix\"])\n", - " # availability.sum(dim=\"bus\").plot()\n", - " # plt.title(technology)\n", - " # plt.show()" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "", - "language": "python", - "name": "" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.12" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} From 55d111e7afe4589d66003787b3c35c1f1f373716 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 31 Mar 2023 12:06:10 +0200 Subject: [PATCH 037/608] fix land eligibility calculation for UA and MD --- Snakefile | 1 + .../determine_availability_matrix_MD_UA.py | 22 +++++-------------- 2 files changed, 7 insertions(+), 16 deletions(-) diff --git a/Snakefile b/Snakefile index 1c9f11ec..be7a3acb 100644 --- a/Snakefile +++ b/Snakefile @@ -412,6 +412,7 @@ rule build_renewable_profiles: + CDIR + config["renewable"][w.technology]["cutout"] + ".nc", + **opt output: profile="resources/" + RDIR + "profile_{technology}.nc", log: diff --git a/scripts/determine_availability_matrix_MD_UA.py b/scripts/determine_availability_matrix_MD_UA.py index fd86e6c4..037ee196 100644 --- a/scripts/determine_availability_matrix_MD_UA.py +++ b/scripts/determine_availability_matrix_MD_UA.py @@ -1,19 +1,14 @@ -#!/usr/bin/env python -# coding: utf-8 +# -*- coding: utf-8 -*- +# SPDX-FileCopyrightText: : 2017-2023 The PyPSA-Eur Authors +# +# SPDX-License-Identifier: MIT -# In[ ]: - - -import progressbar as pgb import geopandas as gpd -import xarray as xr import numpy as np import functools import atlite import logging import time -import matplotlib.pyplot as plt -from _helpers import mock_snakemake from _helpers import configure_logging @@ -27,13 +22,12 @@ if __name__ == "__main__": "determine_availability_matrix_MD_UA", technology="solar" ) configure_logging(snakemake) - pgb.streams.wrap_stderr() nprocesses = snakemake.config["atlite"].get("nprocesses") noprogress = not snakemake.config["atlite"].get("show_progress", True) config = snakemake.config["renewable"][snakemake.wildcards.technology] - cutout = atlite.Cutout(snakemake.input["cutout"]) + cutout = atlite.Cutout(snakemake.input.cutout) regions = ( gpd.read_file(snakemake.input.regions).set_index("name").rename_axis("bus") ) @@ -120,8 +114,4 @@ if __name__ == "__main__": availability = availability.sel(bus=buses) # Save and plot for verification - availability.to_netcdf(snakemake.output["availability_matrix"]) - # availability.sum(dim="bus").plot() - # plt.title(technology) - # plt.show() - + availability.to_netcdf(snakemake.output.availability_matrix) From e5e7d5f250701de0ebfc7f64f4014615564eb703 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 3 Apr 2023 16:09:50 +0200 Subject: [PATCH 038/608] add rules for perfect foresight --- Snakefile | 5 + rules/solve_perfect.smk | 223 ++++++++++++++++++++++++++++++++++++++++ 2 files changed, 228 insertions(+) create mode 100644 rules/solve_perfect.smk diff --git a/Snakefile b/Snakefile index 621e4e9d..d067a339 100644 --- a/Snakefile +++ b/Snakefile @@ -65,6 +65,11 @@ if config["foresight"] == "myopic": include: "rules/solve_myopic.smk" +if config["foresight"] == "perfect": + + include: "rules/solve_perfect.smk" + + rule purge: message: "Purging generated resources, results and docs. Downloads are kept." diff --git a/rules/solve_perfect.smk b/rules/solve_perfect.smk new file mode 100644 index 00000000..9ced1c76 --- /dev/null +++ b/rules/solve_perfect.smk @@ -0,0 +1,223 @@ +# SPDX-FileCopyrightText: : 2023 The PyPSA-Eur Authors +# +# SPDX-License-Identifier: MIT +rule add_existing_baseyear: + input: + overrides="data/override_component_attrs", + network=RESULTS + + "prenetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", + powerplants=RESOURCES + "powerplants.csv", + busmap_s=RESOURCES + "busmap_elec_s{simpl}.csv", + busmap=RESOURCES + "busmap_elec_s{simpl}_{clusters}.csv", + clustered_pop_layout=RESOURCES + "pop_layout_elec_s{simpl}_{clusters}.csv", + costs="data/costs_{}.csv".format(config["scenario"]["planning_horizons"][0]), + cop_soil_total=RESOURCES + "cop_soil_total_elec_s{simpl}_{clusters}.nc", + cop_air_total=RESOURCES + "cop_air_total_elec_s{simpl}_{clusters}.nc", + existing_heating="data/existing_infrastructure/existing_heating_raw.csv", + existing_solar="data/existing_infrastructure/solar_capacity_IRENA.csv", + existing_onwind="data/existing_infrastructure/onwind_capacity_IRENA.csv", + existing_offwind="data/existing_infrastructure/offwind_capacity_IRENA.csv", + output: + RESULTS + + "prenetworks-brownfield/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", + wildcard_constraints: + planning_horizons=config["scenario"]["planning_horizons"][0], #only applies to baseyear + threads: 1 + resources: + mem_mb=2000, + log: + LOGS + + "add_existing_baseyear_elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.log", + benchmark: + ( + BENCHMARKS + + "add_existing_baseyear/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}" + ) + conda: + "../envs/environment.yaml" + script: + "../scripts/add_existing_baseyear.py" + + +rule add_brownfield: + input: + overrides="data/override_component_attrs", + network=RESULTS + + "prenetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", + network_p=solved_previous_horizon, #solved network at previous time step + costs="data/costs_{planning_horizons}.csv", + cop_soil_total=RESOURCES + "cop_soil_total_elec_s{simpl}_{clusters}.nc", + cop_air_total=RESOURCES + "cop_air_total_elec_s{simpl}_{clusters}.nc", + output: + RESULTS + + "prenetworks-brownfield/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", + threads: 4 + resources: + mem_mb=10000, + log: + LOGS + + "add_brownfield_elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.log", + benchmark: + ( + BENCHMARKS + + "add_brownfield/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}" + ) + conda: + "../envs/environment.yaml" + script: + "../scripts/add_brownfield.py" + + +ruleorder: add_existing_baseyear > add_brownfield + + +rule prepare_perfect_foresight: + input: + **{ + f"network_{year}": RDIR + + "/prenetworks/elec_s{simpl}_{clusters}_lv{lv}_{opts}_{sector_opts}_" + + f"{year}.nc" + for year in config["scenario"]["planning_horizons"][1:] + }, + brownfield_network=lambda w: ( + RDIR + + "/prenetworks-brownfield/" + + "elec_s{simpl}_{clusters}_lv{lv}_{opts}_{sector_opts}_" + + "{}.nc".format(str(config["scenario"]["planning_horizons"][0])) + ), + overrides="data/override_component_attrs", + output: + RDIR + + "/prenetworks-brownfield/elec_s{simpl}_{clusters}_lv{lv}_{opts}_{sector_opts}_brownfield_all_years.nc", + threads: 2 + resources: + mem_mb=10000, + script: + "../scripts/prepare_perfect_foresight.py" + log: + LOGS + + "prepare_perfect_foresight{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}.log", + benchmark: + ( + BENCHMARKS + + "prepare_perfect_foresight{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}" + ) + conda: + "../envs/environment.yaml" + script: + "../scripts/prepare_perfect_foresight.py" + + +rule solve_network_perfect: + input: + overrides="data/override_component_attrs", + network=RDIR + + "/prenetworks-brownfield/elec_s{simpl}_{clusters}_lv{lv}_{opts}_{sector_opts}_brownfield_all_years.nc", + costs="data/costs_2030.csv", + config=SDIR + "/configs/config.yaml", + output: + RDIR + + "/postnetworks/elec_s{simpl}_{clusters}_lv{lv}_{opts}_{sector_opts}_brownfield_all_years.nc", + shadow: + "shallow" + log: + solver=RDIR + + "/logs/elec_s{simpl}_{clusters}_lv{lv}_{opts}_{sector_opts}_brownfield_all_years_solver.log", + python=RDIR + + "/logs/elec_s{simpl}_{clusters}_lv{lv}_{opts}_{sector_opts}_brownfield_all_years_python.log", + memory=RDIR + + "/logs/elec_s{simpl}_{clusters}_lv{lv}_{opts}_{sector_opts}_brownfield_all_years_memory.log", + threads: 4 + resources: + mem_mb=config["solving"]["mem"], + benchmark: + ( + RDIR + + "/benchmarks/solve_network/elec_s{simpl}_{clusters}_lv{lv}_{opts}_{sector_opts}_brownfield_all_years" + ) + script: + "../scripts/solve_network.py" + conda: + "../envs/environment.yaml" + + +rule make_summary_perfect: + input: + **{ + f"networks_{simpl}_{clusters}_lv{lv}_{opts}_{sector_opts}": RDIR + + f"/postnetworks/elec_s{simpl}_{clusters}_lv{lv}_{opts}_{sector_opts}_brownfield_all_years.nc" + for simpl in config["scenario"]["simpl"] + for clusters in config["scenario"]["clusters"] + for opts in config["scenario"]["opts"] + for sector_opts in config["scenario"]["sector_opts"] + for lv in config["scenario"]["lv"] + }, + costs="data/costs_2020.csv", + overrides="data/override_component_attrs", + output: + nodal_costs="results" + "/" + config["run"] + "/csvs/nodal_costs.csv", + nodal_capacities="results" + "/" + config["run"] + "/csvs/nodal_capacities.csv", + nodal_cfs="results" + "/" + config["run"] + "/csvs/nodal_cfs.csv", + cfs="results" + "/" + config["run"] + "/csvs/cfs.csv", + costs="results" + "/" + config["run"] + "/csvs/costs.csv", + capacities="results" + "/" + config["run"] + "/csvs/capacities.csv", + curtailment="results" + "/" + config["run"] + "/csvs/curtailment.csv", + capital_cost="results" + "/" + config["run"] + "/csvs/capital_cost.csv", + energy="results" + "/" + config["run"] + "/csvs/energy.csv", + supply="results" + "/" + config["run"] + "/csvs/supply.csv", + supply_energy="results" + "/" + config["run"] + "/csvs/supply_energy.csv", + prices="results" + "/" + config["run"] + "/csvs/prices.csv", + weighted_prices="results" + "/" + config["run"] + "/csvs/weighted_prices.csv", + market_values="results" + "/" + config["run"] + "/csvs/market_values.csv", + price_statistics="results" + "/" + config["run"] + "/csvs/price_statistics.csv", + metrics="results" + "/" + config["run"] + "/csvs/metrics.csv", + co2_emissions="results" + "/" + config["run"] + "/csvs/co2_emissions.csv", + threads: 2 + resources: + mem_mb=10000, + script: + "../scripts/make_summary_perfect.py" + log: + LOGS + "make_summary_perfect{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}.log", + benchmark: + ( + BENCHMARKS + + "make_summary_perfect{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}" + ) + conda: + "../envs/environment.yaml" + + +rule plot_summary_perfect: + input: + **{ + f"costs_{year}": f"data/costs_{year}.csv" + for year in config["scenario"]["planning_horizons"] + }, + costs_csv="results" + "/" + config["run"] + "/csvs/costs.csv", + energy="results" + "/" + config["run"] + "/csvs/energy.csv", + balances="results" + "/" + config["run"] + "/csvs/supply_energy.csv", + eea="data/eea/UNFCCC_v24.csv", + countries="results" + "/" + config["run"] + "/csvs/nodal_capacities.csv", + co2_emissions="results" + "/" + config["run"] + "/csvs/co2_emissions.csv", + capacities="results" + "/" + config["run"] + "/csvs/capacities.csv", + capital_cost="results" + "/" + config["run"] + "/csvs/capital_cost.csv", + output: + costs1="results" + "/" + config["run"] + "/graphs/costs.pdf", + costs2="results" + "/" + config["run"] + "/graphs/costs2.pdf", + costs3="results" + "/" + config["run"] + "/graphs/total_costs_per_year.pdf", + # energy="results" + '/' + config['run'] + '/graphs/energy.pdf', + balances="results" + "/" + config["run"] + "/graphs/balances-energy.pdf", + co2_emissions="results" + "/" + config["run"] + "/graphs/carbon_budget_plot.pdf", + capacities="results" + "/" + config["run"] + "/graphs/capacities.pdf", + threads: 2 + resources: + mem_mb=10000, + script: + "../scripts/plot_summary_perfect.py" + log: + LOGS + "plot_summary_perfect.log", + benchmark: + (BENCHMARKS + "plot_summary_perfect") + conda: + "../envs/environment.yaml" From 00544ee6f9c6c2dd65b508d0508924a0c796655d Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 3 Apr 2023 16:39:59 +0200 Subject: [PATCH 039/608] add lifetimes for perfect --- scripts/prepare_sector_network.py | 13 ++++++++++--- 1 file changed, 10 insertions(+), 3 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index da6eab72..ee32b8bd 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1130,6 +1130,7 @@ def add_storage_and_grids(n, costs): e_cyclic=True, carrier="H2 Store", capital_cost=h2_capital_cost, + lifetime=costs.at["hydrogen storage tank type 1 including compressor", "lifetime"], ) if options["gas_network"] or options["H2_retrofit"]: @@ -1483,6 +1484,7 @@ def add_land_transport(n, costs): carrier="BEV charger", p_max_pu=avail_profile[nodes], efficiency=options.get("bev_charge_efficiency", 0.9), + lifetime=1, # These were set non-zero to find LU infeasibility when availability = 0.25 # p_nom_extendable=True, # p_nom_min=p_nom, @@ -1500,6 +1502,7 @@ def add_land_transport(n, costs): carrier="V2G", p_max_pu=avail_profile[nodes], efficiency=options.get("bev_charge_efficiency", 0.9), + lifetime=1, ) if electric_share > 0 and options["bev_dsm"]: @@ -1520,6 +1523,7 @@ def add_land_transport(n, costs): e_nom=e_nom, e_max_pu=1, e_min_pu=dsm_profile[nodes], + lifetime=1, ) if fuel_cell_share > 0: @@ -2019,6 +2023,7 @@ def add_heat(n, costs): country=ct, capital_cost=capital_cost[strength] * options["retrofitting"]["cost_factor"], + lifetime=50, ) @@ -2113,6 +2118,7 @@ def add_biomass(n, costs): e_nom=biogas_potentials_spatial, marginal_cost=costs.at["biogas", "fuel"], e_initial=biogas_potentials_spatial, + lifetime=1, ) n.madd( @@ -2123,6 +2129,7 @@ def add_biomass(n, costs): e_nom=solid_biomass_potentials_spatial, marginal_cost=costs.at["solid biomass", "fuel"], e_initial=solid_biomass_potentials_spatial, + lifetime=1, ) n.madd( @@ -3280,7 +3287,7 @@ if __name__ == "__main__": spatial = define_spatial(pop_layout.index, options) - if snakemake.config["foresight"] == "myopic": + if snakemake.config["foresight"] in ['myopic', 'perfect']: add_lifetime_wind_solar(n, costs) conventional = snakemake.config["existing_capacities"]["conventional_carriers"] @@ -3395,11 +3402,11 @@ if __name__ == "__main__": if options["electricity_grid_connection"]: add_electricity_grid_connection(n, costs) - first_year_myopic = (snakemake.config["foresight"] == "myopic") and ( + first_year_multi = (snakemake.config["foresight"] in ['myopic', 'perfect']) and ( snakemake.config["scenario"]["planning_horizons"][0] == investment_year ) - if options.get("cluster_heat_buses", False) and not first_year_myopic: + if options.get("cluster_heat_buses", False) and not first_year_multi: cluster_heat_buses(n) n.meta = dict(snakemake.config, **dict(wildcards=dict(snakemake.wildcards))) From 952a6ba1b5c9cf54275cae4317ac703768ef61b4 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 3 Apr 2023 16:41:15 +0200 Subject: [PATCH 040/608] add scripts for perfect foresight --- scripts/make_summary_perfect.py | 793 +++++++++++++++++++++++++++ scripts/prepare_perfect_foresight.py | 270 +++++++++ 2 files changed, 1063 insertions(+) create mode 100644 scripts/make_summary_perfect.py create mode 100644 scripts/prepare_perfect_foresight.py diff --git a/scripts/make_summary_perfect.py b/scripts/make_summary_perfect.py new file mode 100644 index 00000000..8f21db76 --- /dev/null +++ b/scripts/make_summary_perfect.py @@ -0,0 +1,793 @@ +from six import iteritems + +import pandas as pd + +import numpy as np + +import pypsa + +from pypsa.descriptors import ( + nominal_attrs, + get_active_assets, +) + +from helper import override_component_attrs + +from prepare_sector_network import prepare_costs + +from make_summary import (assign_carriers, assign_locations, + calculate_cfs, calculate_nodal_cfs, + calculate_nodal_costs) + +idx = pd.IndexSlice + +opt_name = {"Store": "e", "Line": "s", "Transformer": "s"} + +def calculate_costs(n, label, costs): + + investments = n.investment_periods + cols = pd.MultiIndex.from_product( + [ + costs.columns.levels[0], + costs.columns.levels[1], + costs.columns.levels[2], + investments, + ], + names=costs.columns.names[:3] + ["year"], + ) + costs = costs.reindex(cols, axis=1) + + for c in n.iterate_components( + n.branch_components | n.controllable_one_port_components ^ {"Load"} + ): + capital_costs = c.df.capital_cost * c.df[opt_name.get(c.name, "p") + "_nom_opt"] + active = pd.concat( + [ + get_active_assets(n, c.name, inv_p).rename(inv_p) + for inv_p in investments + ], + axis=1, + ).astype(int) + capital_costs = active.mul(capital_costs, axis=0) + discount = ( + n.investment_period_weightings["objective_weightings"] + / n.investment_period_weightings["time_weightings"] + ) + capital_costs_grouped = ( + capital_costs.groupby(c.df.carrier).sum().mul(discount) + ) + + capital_costs_grouped = pd.concat([capital_costs_grouped], keys=["capital"]) + capital_costs_grouped = pd.concat([capital_costs_grouped], keys=[c.list_name]) + + costs = costs.reindex(capital_costs_grouped.index.union(costs.index)) + + costs.loc[capital_costs_grouped.index, label] = capital_costs_grouped.values + + if c.name == "Link": + p = ( + c.pnl.p0.multiply(n.snapshot_weightings.generator_weightings, axis=0) + .groupby(level=0) + .sum() + ) + elif c.name == "Line": + continue + elif c.name == "StorageUnit": + p_all = c.pnl.p.multiply(n.snapshot_weightings.store_weightings, axis=0) + p_all[p_all < 0.0] = 0.0 + p = p_all.groupby(level=0).sum() + else: + p = ( + round(c.pnl.p, ndigits=2) + .multiply(n.snapshot_weightings.generator_weightings, axis=0) + .groupby(level=0) + .sum() + ) + + # correct sequestration cost + if c.name == "Store": + items = c.df.index[ + (c.df.carrier == "co2 stored") & (c.df.marginal_cost <= -100.0) + ] + c.df.loc[items, "marginal_cost"] = -20.0 + + marginal_costs = p.mul(c.df.marginal_cost).T + # marginal_costs = active.mul(marginal_costs, axis=0) + marginal_costs_grouped = ( + marginal_costs.groupby(c.df.carrier).sum().mul(discount) + ) + + marginal_costs_grouped = pd.concat([marginal_costs_grouped], keys=["marginal"]) + marginal_costs_grouped = pd.concat([marginal_costs_grouped], keys=[c.list_name]) + + costs = costs.reindex(marginal_costs_grouped.index.union(costs.index)) + + costs.loc[marginal_costs_grouped.index, label] = marginal_costs_grouped.values + + # add back in all hydro + # costs.loc[("storage_units","capital","hydro"),label] = (0.01)*2e6*n.storage_units.loc[n.storage_units.group=="hydro","p_nom"].sum() + # costs.loc[("storage_units","capital","PHS"),label] = (0.01)*2e6*n.storage_units.loc[n.storage_units.group=="PHS","p_nom"].sum() + # costs.loc[("generators","capital","ror"),label] = (0.02)*3e6*n.generators.loc[n.generators.group=="ror","p_nom"].sum() + + return costs + + +def calculate_cumulative_cost(): + planning_horizons = snakemake.config["scenario"]["planning_horizons"] + + cumulative_cost = pd.DataFrame( + index=df["costs"].sum().index, + columns=pd.Series(data=np.arange(0, 0.1, 0.01), name="social discount rate"), + ) + + # discount cost and express them in money value of planning_horizons[0] + for r in cumulative_cost.columns: + cumulative_cost[r] = [ + df["costs"].sum()[index] / ((1 + r) ** (index[-1] - planning_horizons[0])) + for index in cumulative_cost.index + ] + + # integrate cost throughout the transition path + for r in cumulative_cost.columns: + for cluster in cumulative_cost.index.get_level_values(level=0).unique(): + for lv in cumulative_cost.index.get_level_values(level=1).unique(): + for sector_opts in cumulative_cost.index.get_level_values( + level=2 + ).unique(): + cumulative_cost.loc[ + (cluster, lv, sector_opts, "cumulative cost"), r + ] = np.trapz( + cumulative_cost.loc[ + idx[cluster, lv, sector_opts, planning_horizons], r + ].values, + x=planning_horizons, + ) + + return cumulative_cost + + +def calculate_nodal_capacities(n, label, nodal_capacities): + # Beware this also has extraneous locations for country (e.g. biomass) or continent-wide (e.g. fossil gas/oil) stuff + for c in n.iterate_components( + n.branch_components | n.controllable_one_port_components ^ {"Load"} + ): + nodal_capacities_c = c.df.groupby(["location", "carrier"])[ + opt_name.get(c.name, "p") + "_nom_opt" + ].sum() + index = pd.MultiIndex.from_tuples( + [(c.list_name,) + t for t in nodal_capacities_c.index.to_list()] + ) + nodal_capacities = nodal_capacities.reindex(index.union(nodal_capacities.index)) + nodal_capacities.loc[index, label] = nodal_capacities_c.values + + return nodal_capacities + + +def calculate_capacities(n, label, capacities): + + investments = n.investment_periods + cols = pd.MultiIndex.from_product( + [ + capacities.columns.levels[0], + capacities.columns.levels[1], + capacities.columns.levels[2], + investments, + ], + names=capacities.columns.names[:3] + ["year"], + ) + capacities = capacities.reindex(cols, axis=1) + + for c in n.iterate_components( + n.branch_components | n.controllable_one_port_components ^ {"Load"} + ): + active = pd.concat( + [ + get_active_assets(n, c.name, inv_p).rename(inv_p) + for inv_p in investments + ], + axis=1, + ).astype(int) + caps = c.df[opt_name.get(c.name, "p") + "_nom_opt"] + caps = active.mul(caps, axis=0) + capacities_grouped = ( + caps.groupby(c.df.carrier) + .sum() + .drop("load", errors="ignore") + ) + capacities_grouped = pd.concat([capacities_grouped], keys=[c.list_name]) + + capacities = capacities.reindex( + capacities_grouped.index.union(capacities.index) + ) + + capacities.loc[capacities_grouped.index, label] = capacities_grouped.values + + return capacities + + +def calculate_curtailment(n, label, curtailment): + + avail = ( + n.generators_t.p_max_pu.multiply(n.generators.p_nom_opt) + .sum() + .groupby(n.generators.carrier) + .sum() + ) + used = n.generators_t.p.sum().groupby(n.generators.carrier).sum() + + curtailment[label] = (((avail - used) / avail) * 100).round(3) + + return curtailment + + +def calculate_energy(n, label, energy): + + for c in n.iterate_components(n.one_port_components | n.branch_components): + + if c.name in n.one_port_components: + c_energies = ( + c.pnl.p.multiply(n.snapshot_weightings, axis=0) + .sum() + .multiply(c.df.sign) + .groupby(c.df.carrier) + .sum() + ) + else: + c_energies = pd.Series(0.0, c.df.carrier.unique()) + for port in [col[3:] for col in c.df.columns if col[:3] == "bus"]: + totals = c.pnl["p" + port].multiply(n.snapshot_weightings, axis=0).sum() + # remove values where bus is missing (bug in nomopyomo) + no_bus = c.df.index[c.df["bus" + port] == ""] + totals.loc[no_bus] = n.component_attrs[c.name].loc[ + "p" + port, "default" + ] + c_energies -= totals.groupby(c.df.carrier).sum() + + c_energies = pd.concat([c_energies], keys=[c.list_name]) + + energy = energy.reindex(c_energies.index.union(energy.index)) + + energy.loc[c_energies.index, label] = c_energies + + return energy + + +def calculate_supply(n, label, supply): + """calculate the max dispatch of each component at the buses aggregated by carrier""" + + bus_carriers = n.buses.carrier.unique() + + for i in bus_carriers: + bus_map = n.buses.carrier == i + bus_map.at[""] = False + + for c in n.iterate_components(n.one_port_components): + + items = c.df.index[c.df.bus.map(bus_map).fillna(False)] + + if len(items) == 0: + continue + + s = ( + c.pnl.p[items] + .max() + .multiply(c.df.loc[items, "sign"]) + .groupby(c.df.loc[items, "carrier"]) + .sum() + ) + s = pd.concat([s], keys=[c.list_name]) + s = pd.concat([s], keys=[i]) + + supply = supply.reindex(s.index.union(supply.index)) + supply.loc[s.index, label] = s + + for c in n.iterate_components(n.branch_components): + + for end in [col[3:] for col in c.df.columns if col[:3] == "bus"]: + + items = c.df.index[c.df["bus" + end].map(bus_map, na_action=False)] + + if len(items) == 0: + continue + + # lots of sign compensation for direction and to do maximums + s = (-1) ** (1 - int(end)) * ( + (-1) ** int(end) * c.pnl["p" + end][items] + ).max().groupby(c.df.loc[items, "carrier"]).sum() + s.index = s.index + end + s = pd.concat([s], keys=[c.list_name]) + s = pd.concat([s], keys=[i]) + + supply = supply.reindex(s.index.union(supply.index)) + supply.loc[s.index, label] = s + + return supply + + +def calculate_supply_energy(n, label, supply_energy): + """calculate the total energy supply/consuption of each component at the buses aggregated by carrier""" + + investments = n.investment_periods + cols = pd.MultiIndex.from_product( + [ + supply_energy.columns.levels[0], + supply_energy.columns.levels[1], + supply_energy.columns.levels[2], + investments, + ], + names=supply_energy.columns.names[:3] + ["year"], + ) + supply_energy = supply_energy.reindex(cols, axis=1) + + bus_carriers = n.buses.carrier.unique() + + for i in bus_carriers: + bus_map = n.buses.carrier == i + bus_map.at[""] = False + + for c in n.iterate_components(n.one_port_components): + + items = c.df.index[c.df.bus.map(bus_map).fillna(False)] + + if len(items) == 0: + continue + + if c.name == "Generator": + weightings = n.snapshot_weightings.generator_weightings + else: + weightings = n.snapshot_weightings.store_weightings + + if i in ["oil", "co2", "H2"]: + if c.name=="Load": + c.df.loc[items, "carrier"] = [load.split("-202")[0] for load in items] + if i=="oil" and c.name=="Generator": + c.df.loc[items, "carrier"] = "imported oil" + s = ( + c.pnl.p[items] + .multiply(weightings, axis=0) + .groupby(level=0) + .sum() + .multiply(c.df.loc[items, "sign"]) + .groupby(c.df.loc[items, "carrier"], axis=1) + .sum() + .T + ) + s = pd.concat([s], keys=[c.list_name]) + s = pd.concat([s], keys=[i]) + + supply_energy = supply_energy.reindex( + s.index.union(supply_energy.index, sort=False) + ) + supply_energy.loc[s.index, label] = s.values + + for c in n.iterate_components(n.branch_components): + + for end in [col[3:] for col in c.df.columns if col[:3] == "bus"]: + + items = c.df.index[c.df["bus" + str(end)].map(bus_map, na_action=False)] + + if len(items) == 0: + continue + + s = ( + (-1) + * c.pnl["p" + end] + .reindex(items, axis=1) + .multiply(n.snapshot_weightings.objective_weightings, axis=0) + .groupby(level=0) + .sum() + .groupby(c.df.loc[items, "carrier"], axis=1) + .sum() + ).T + s.index = s.index + end + s = pd.concat([s], keys=[c.list_name]) + s = pd.concat([s], keys=[i]) + + supply_energy = supply_energy.reindex( + s.index.union(supply_energy.index, sort=False) + ) + + supply_energy.loc[s.index, label] = s.values + + return supply_energy + + +def calculate_metrics(n, label, metrics): + + metrics = metrics.reindex( + pd.Index( + [ + "line_volume", + "line_volume_limit", + "line_volume_AC", + "line_volume_DC", + "line_volume_shadow", + "co2_shadow", + ] + ).union(metrics.index) + ) + + metrics.at["line_volume_DC", label] = (n.links.length * n.links.p_nom_opt)[ + n.links.carrier == "DC" + ].sum() + metrics.at["line_volume_AC", label] = (n.lines.length * n.lines.s_nom_opt).sum() + metrics.at["line_volume", label] = metrics.loc[ + ["line_volume_AC", "line_volume_DC"], label + ].sum() + + if hasattr(n, "line_volume_limit"): + metrics.at["line_volume_limit", label] = n.line_volume_limit + metrics.at["line_volume_shadow", label] = n.line_volume_limit_dual + + if "CO2Limit" in n.global_constraints.index: + metrics.at["co2_shadow", label] = n.global_constraints.at["CO2Limit", "mu"] + + return metrics + + +def calculate_prices(n, label, prices): + + prices = prices.reindex(prices.index.union(n.buses.carrier.unique())) + + # WARNING: this is time-averaged, see weighted_prices for load-weighted average + prices[label] = ( + n.buses_t.marginal_price.mean() + .groupby(n.buses.carrier) + .mean() + ) + + return prices + + +def calculate_weighted_prices(n, label, weighted_prices): + # Warning: doesn't include storage units as loads + + weighted_prices = weighted_prices.reindex( + pd.Index( + [ + "electricity", + "heat", + "space heat", + "urban heat", + "space urban heat", + "gas", + "H2", + ] + ) + ) + + link_loads = { + "electricity": [ + "heat pump", + "resistive heater", + "battery charger", + "H2 Electrolysis", + ], + "heat": ["water tanks charger"], + "urban heat": ["water tanks charger"], + "space heat": [], + "space urban heat": [], + "gas": ["OCGT", "gas boiler", "CHP electric", "CHP heat"], + "H2": ["Sabatier", "H2 Fuel Cell"], + } + + for carrier in link_loads: + + if carrier == "electricity": + suffix = "" + elif carrier[:5] == "space": + suffix = carrier[5:] + else: + suffix = " " + carrier + + buses = n.buses.index[n.buses.index.str[2:] == suffix] + + if buses.empty: + continue + + if carrier in ["H2", "gas"]: + load = pd.DataFrame(index=n.snapshots, columns=buses, data=0.0) + else: + load = n.loads_t.p_set.reindex(buses, axis=1) + + for tech in link_loads[carrier]: + + names = n.links.index[n.links.index.to_series().str[-len(tech) :] == tech] + + if names.empty: + continue + + load += ( + n.links_t.p0[names].groupby(n.links.loc[names, "bus0"], axis=1).sum() + ) + + # Add H2 Store when charging + # if carrier == "H2": + # stores = n.stores_t.p[buses+ " Store"].groupby(n.stores.loc[buses+ " Store","bus"],axis=1).sum(axis=1) + # stores[stores > 0.] = 0. + # load += -stores + + weighted_prices.loc[carrier, label] = ( + load * n.buses_t.marginal_price[buses] + ).sum().sum() / load.sum().sum() + + if carrier[:5] == "space": + print(load * n.buses_t.marginal_price[buses]) + + return weighted_prices + + +def calculate_market_values(n, label, market_values): + # Warning: doesn't include storage units + + carrier = "AC" + + buses = n.buses.index[n.buses.carrier == carrier] + + ## First do market value of generators ## + + generators = n.generators.index[n.buses.loc[n.generators.bus, "carrier"] == carrier] + + techs = n.generators.loc[generators, "carrier"].value_counts().index + + market_values = market_values.reindex(market_values.index.union(techs)) + + for tech in techs: + gens = generators[n.generators.loc[generators, "carrier"] == tech] + + dispatch = ( + n.generators_t.p[gens] + .groupby(n.generators.loc[gens, "bus"], axis=1) + .sum() + .reindex(columns=buses, fill_value=0.0) + ) + + revenue = dispatch * n.buses_t.marginal_price[buses] + + market_values.at[tech, label] = revenue.sum().sum() / dispatch.sum().sum() + + ## Now do market value of links ## + + for i in ["0", "1"]: + all_links = n.links.index[n.buses.loc[n.links["bus" + i], "carrier"] == carrier] + + techs = n.links.loc[all_links, "carrier"].value_counts().index + + market_values = market_values.reindex(market_values.index.union(techs)) + + for tech in techs: + links = all_links[n.links.loc[all_links, "carrier"] == tech] + + dispatch = ( + n.links_t["p" + i][links] + .groupby(n.links.loc[links, "bus" + i], axis=1) + .sum() + .reindex(columns=buses, fill_value=0.0) + ) + + revenue = dispatch * n.buses_t.marginal_price[buses] + + market_values.at[tech, label] = revenue.sum().sum() / dispatch.sum().sum() + + return market_values + + +def calculate_price_statistics(n, label, price_statistics): + + price_statistics = price_statistics.reindex( + price_statistics.index.union( + pd.Index(["zero_hours", "mean", "standard_deviation"]) + ) + ) + + buses = n.buses.index[n.buses.carrier == "AC"] + + threshold = 0.1 # higher than phoney marginal_cost of wind/solar + + df = pd.DataFrame(data=0.0, columns=buses, index=n.snapshots) + + df[n.buses_t.marginal_price[buses] < threshold] = 1.0 + + price_statistics.at["zero_hours", label] = df.sum().sum() / ( + df.shape[0] * df.shape[1] + ) + + price_statistics.at["mean", label] = ( + n.buses_t.marginal_price[buses].unstack().mean() + ) + + price_statistics.at["standard_deviation", label] = ( + n.buses_t.marginal_price[buses].unstack().std() + ) + + return price_statistics + + +def calculate_co2_emissions(n, label, df): + + carattr = "co2_emissions" + emissions = n.carriers.query(f"{carattr} != 0")[carattr] + + if emissions.empty: + return + + weightings = n.snapshot_weightings.mul( + n.investment_period_weightings["time_weightings"] + .reindex(n.snapshots) + .fillna(method="bfill") + .fillna(1.0), + axis=0, + ) + + # generators + gens = n.generators.query("carrier in @emissions.index") + if not gens.empty: + em_pu = gens.carrier.map(emissions) / gens.efficiency + em_pu = ( + weightings["generator_weightings"].to_frame("weightings") + @ em_pu.to_frame("weightings").T + ) + emitted = n.generators_t.p[gens.index].mul(em_pu) + + emitted_grouped = ( + emitted.groupby(level=0) + .sum() + .groupby(n.generators.carrier, axis=1) + .sum() + .T + ) + + df = df.reindex(emitted_grouped.index.union(df.index)) + + df.loc[emitted_grouped.index, label] = emitted_grouped.values + + if any(n.stores.carrier == "co2"): + co2_i = n.stores[n.stores.carrier == "co2"].index + df[label] = n.stores_t.e.groupby(level=0).last()[co2_i].iloc[:, 0] + + return df + + + + +def calculate_cumulative_capacities(n, label, cum_cap): + # TODO + + investments = n.investment_periods + cols = pd.MultiIndex.from_product( + [ + cum_cap.columns.levels[0], + cum_cap.columns.levels[1], + cum_cap.columns.levels[2], + investments, + ], + names=cum_cap.columns.names[:3] + ["year"], + ) + cum_cap = cum_cap.reindex(cols, axis=1) + + learn_i = n.carriers[n.carriers.learning_rate != 0].index + + for c, attr in nominal_attrs.items(): + if "carrier" not in n.df(c) or n.df(c).empty: + continue + caps = ( + n.df(c)[n.df(c).carrier.isin(learn_i)] + .groupby([n.df(c).carrier, n.df(c).build_year])[ + opt_name.get(c, "p") + "_nom_opt" + ] + .sum() + ) + + if caps.empty: + continue + + caps = round( + caps.unstack().reindex(columns=investments).fillna(0).cumsum(axis=1) + ) + cum_cap = cum_cap.reindex(caps.index.union(cum_cap.index)) + + cum_cap.loc[caps.index, label] = caps.values + + return cum_cap + + + + + +outputs = [ + "nodal_costs", + "nodal_capacities", + "nodal_cfs", + "cfs", + "costs", + "capacities", + "curtailment", + "energy", + "supply", + "supply_energy", + "prices", + "weighted_prices", + "price_statistics", + "market_values", + "metrics", + "co2_emissions", + "cumulative_capacities", +] + + +def make_summaries(networks_dict): + + columns = pd.MultiIndex.from_tuples( + networks_dict.keys(), names=["cluster", "lv", "opt", "year"] + ) + df = {} + + for output in outputs: + df[output] = pd.DataFrame(columns=columns, dtype=float) + + overrides = override_component_attrs(snakemake.input.overrides) + for label, filename in iteritems(networks_dict): + print(label, filename) + try: + n = pypsa.Network( + filename, override_component_attrs=overrides + ) + except OSError: + print(label, " not solved yet.") + continue + # del networks_dict[label] + + if not hasattr(n, "objective"): + print(label, " not solved correctly. Check log if infeasible or unbounded.") + continue + assign_carriers(n) + assign_locations(n) + + for output in outputs: + df[output] = globals()["calculate_" + output](n, label, df[output]) + + return df + + +def to_csv(df): + + for key in df: + df[key] = df[key].apply(lambda x: pd.to_numeric(x)) + df[key].to_csv(snakemake.output[key]) + + +#%% +if __name__ == "__main__": + # Detect running outside of snakemake and mock snakemake for testing + if "snakemake" not in globals(): + from helper import mock_snakemake + snakemake = mock_snakemake('make_summary_perfect') + + networks_dict = { + (clusters, lv, opts+sector_opts) : + snakemake.config['results_dir'] + snakemake.config['run'] + f'/postnetworks/elec_s{simpl}_{clusters}_lv{lv}_{opts}_{sector_opts}_brownfield_all_years.nc' \ + for simpl in snakemake.config['scenario']['simpl'] \ + for clusters in snakemake.config['scenario']['clusters'] \ + for opts in snakemake.config['scenario']['opts'] \ + for sector_opts in snakemake.config['scenario']['sector_opts'] \ + for lv in snakemake.config['scenario']['lv'] \ + } + + + print(networks_dict) + + Nyears = 1 + + costs_db = prepare_costs( + snakemake.input.costs, + snakemake.config["costs"]["USD2013_to_EUR2013"], + snakemake.config["costs"]["discountrate"], + Nyears, + snakemake.config["costs"]["lifetime"], + ) + + df = make_summaries(networks_dict) + + df["metrics"].loc["total costs"] = df["costs"].sum().groupby(level=[0, 1, 2]).sum() + + to_csv(df) diff --git a/scripts/prepare_perfect_foresight.py b/scripts/prepare_perfect_foresight.py new file mode 100644 index 00000000..54e60337 --- /dev/null +++ b/scripts/prepare_perfect_foresight.py @@ -0,0 +1,270 @@ +#!/usr/bin/env python3 +# -*- coding: utf-8 -*- +""" +Concats pypsa networks of single investment periods to one network. + +Created on Tue Aug 16 10:40:41 2022 + +@author: lisa +""" +import pypsa +import pandas as pd +from helper import override_component_attrs, update_config_with_sector_opts +from pypsa.io import import_components_from_dataframe +from add_existing_baseyear import add_build_year_to_new_assets +from six import iterkeys +from pypsa.descriptors import expand_series +import re +import logging +logger = logging.getLogger(__name__) + +# helper functions --------------------------------------------------- +def get_missing(df, n, c): + """Get in network n missing assets of df for component c. + + Input: + df: pandas DataFrame, static values of pypsa components + n : pypsa Network to which new assets should be added + c : string, pypsa component.list_name (e.g. "generators") + Return: + pd.DataFrame with static values of missing assets + """ + df_final = getattr(n, c) + missing_i = df.index.difference(df_final.index) + return df.loc[missing_i] + + +def get_social_discount(t, r=0.01): + """Calculate for a given time t the social discount.""" + return 1 / (1 + r) ** t + + +def get_investment_weighting(time_weighting, r=0.01): + """Define cost weighting. + + Returns cost weightings depending on the the time_weighting (pd.Series) + and the social discountrate r + """ + end = time_weighting.cumsum() + start = time_weighting.cumsum().shift().fillna(0) + return pd.concat([start, end], axis=1).apply( + lambda x: sum([get_social_discount(t, r) for t in range(int(x[0]), int(x[1]))]), + axis=1, + ) + +# -------------------------------------------------------------------- +def concat_networks(years): + """Concat given pypsa networks and adds build_year. + + Return: + n : pypsa.Network for the whole planning horizon + + """ + + # input paths of sector coupling networks + network_paths = [snakemake.input.brownfield_network] + [ + snakemake.input[f"network_{year}"] for year in years[1:]] + # final concatenated network + overrides = override_component_attrs(snakemake.input.overrides) + n = pypsa.Network(override_component_attrs=overrides) + + + # iterate over single year networks and concat to perfect foresight network + for i, network_path in enumerate(network_paths): + year = years[i] + network = pypsa.Network(network_path, override_component_attrs=overrides) + network.lines["carrier"] = "AC" + add_build_year_to_new_assets(network, year) + + # static ---------------------------------- + # (1) add buses and carriers + for component in network.iterate_components(["Bus", "Carrier"]): + df_year = component.df + # get missing assets + missing = get_missing(df_year, n, component.list_name) + import_components_from_dataframe(n, missing, component.name) + # (2) add generators, links, stores and loads + for component in network.iterate_components( + ["Generator", "Link", "Store", "Load", "Line", "StorageUnit"] + ): + + df_year = component.df.copy() + missing = get_missing(df_year, n, component.list_name) + + import_components_from_dataframe(n, missing, component.name) + + # time variant -------------------------------------------------- + network_sns = pd.MultiIndex.from_product([[year], network.snapshots]) + snapshots = n.snapshots.drop("now", errors="ignore").union(network_sns) + n.set_snapshots(snapshots) + + for component in network.iterate_components(): + pnl = getattr(n, component.list_name + "_t") + for k in iterkeys(component.pnl): + pnl_year = component.pnl[k].copy().reindex(snapshots, level=1) + if pnl_year.empty and ~(component.name=="Load" and k=="p_set"): continue + if component.name == "Load": + static_load = network.loads.loc[network.loads.p_set != 0] + static_load_t = expand_series( + static_load.p_set, network_sns + ).T + pnl_year = pd.concat([pnl_year.reindex(network_sns), + static_load_t], axis=1) + columns = (pnl[k].columns.union(pnl_year.columns)).unique() + pnl[k] = pnl[k].reindex(columns=columns) + pnl[k].loc[pnl_year.index, pnl_year.columns] = pnl_year + + else: + # this is to avoid adding multiple times assets with infinit lifetime as ror + cols = pnl_year.columns.difference(pnl[k].columns) + pnl[k] = pd.concat([pnl[k], pnl_year[cols]], axis=1) + + + n.snapshot_weightings.loc[year,:] = network.snapshot_weightings.values + # set investment periods + n.investment_periods = n.snapshots.levels[0] + # weighting of the investment period -> assuming last period same weighting as the period before + time_w = n.investment_periods.to_series().diff().shift(-1).fillna(method="ffill") + n.investment_period_weightings["years"] = time_w + # set objective weightings + objective_w = get_investment_weighting(n.investment_period_weightings["years"], + social_discountrate) + n.investment_period_weightings["objective"] = objective_w + # all former static loads are now time-dependent -> set static = 0 + n.loads["p_set"] = 0 + + return n + +def adjust_stores(n): + """Make sure that stores still behave cyclic over one year and not whole + modelling horizon.""" + # cylclic constraint + cyclic_i = n.stores[n.stores.e_cyclic].index + n.stores.loc[cyclic_i, "e_cyclic_per_period"] = True + n.stores.loc[cyclic_i, "e_cyclic"] = False + # non cyclic store assumptions + non_cyclic_store = ["co2", "co2 stored", "solid biomass", "biogas", "Li ion"] + co2_i = n.stores[n.stores.carrier.isin(non_cyclic_store)].index + n.stores.loc[co2_i, "e_cyclic_per_period"] = False + n.stores.loc[co2_i, "e_cyclic"] = False + + return n + +def set_phase_out(n, carrier, ct, phase_out_year): + """Set planned phase outs for given carrier,country (ct) and planned year + of phase out (phase_out_year).""" + df = n.links[(n.links.carrier.isin(carrier))& (n.links.bus1.str[:2]==ct)] + # assets which are going to be phased out before end of their lifetime + assets_i = df[df[["build_year", "lifetime"]].sum(axis=1) > phase_out_year].index + build_year = n.links.loc[assets_i, "build_year"] + # adjust lifetime + n.links.loc[assets_i, "lifetime"] = (phase_out_year - build_year).astype(float) + +def set_all_phase_outs(n): + # TODO move this to a csv or to the config + planned= [(["nuclear"], "DE", 2022), + (["nuclear"], "BE", 2025), + (["nuclear"], "ES", 2027), + (["coal", "lignite"], "DE", 2038), + (["coal", "lignite"], "ES", 2027), + (["coal", "lignite"], "FR", 2022), + (["coal", "lignite"], "GB", 2024), + (["coal", "lignite"], "IT", 2025)] + for carrier, ct, phase_out_year in planned: + set_phase_out(n, carrier,ct, phase_out_year) + # remove assets which are already phased out + remove_i = n.links[n.links[["build_year", "lifetime"]].sum(axis=1) Date: Mon, 3 Apr 2023 17:39:47 +0200 Subject: [PATCH 041/608] adjust to new pypsa-eur syntax --- rules/collect.smk | 7 ++ rules/solve_perfect.smk | 136 +++++++++++++-------------- scripts/prepare_perfect_foresight.py | 37 ++++---- 3 files changed, 92 insertions(+), 88 deletions(-) diff --git a/rules/collect.smk b/rules/collect.smk index 611b099c..e17384e0 100644 --- a/rules/collect.smk +++ b/rules/collect.smk @@ -65,6 +65,13 @@ rule solve_sector_networks: **config["scenario"] ), +rule solve_sector_networks_perfect: + input: + expand( + RESULTS + + "/postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years.nc", + **config["scenario"] + ), rule plot_networks: input: diff --git a/rules/solve_perfect.smk b/rules/solve_perfect.smk index 9ced1c76..20631c46 100644 --- a/rules/solve_perfect.smk +++ b/rules/solve_perfect.smk @@ -68,32 +68,27 @@ rule add_brownfield: "../scripts/add_brownfield.py" -ruleorder: add_existing_baseyear > add_brownfield - - rule prepare_perfect_foresight: input: **{ - f"network_{year}": RDIR - + "/prenetworks/elec_s{simpl}_{clusters}_lv{lv}_{opts}_{sector_opts}_" + f"network_{year}": RESULTS + + "/prenetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_" + f"{year}.nc" for year in config["scenario"]["planning_horizons"][1:] }, brownfield_network=lambda w: ( - RDIR + RESULTS + "/prenetworks-brownfield/" - + "elec_s{simpl}_{clusters}_lv{lv}_{opts}_{sector_opts}_" + + "elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_" + "{}.nc".format(str(config["scenario"]["planning_horizons"][0])) ), overrides="data/override_component_attrs", output: - RDIR - + "/prenetworks-brownfield/elec_s{simpl}_{clusters}_lv{lv}_{opts}_{sector_opts}_brownfield_all_years.nc", + RESULTS + + "/prenetworks-brownfield/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years.nc", threads: 2 resources: mem_mb=10000, - script: - "../scripts/prepare_perfect_foresight.py" log: LOGS + "prepare_perfect_foresight{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}.log", @@ -108,84 +103,84 @@ rule prepare_perfect_foresight: "../scripts/prepare_perfect_foresight.py" -rule solve_network_perfect: +rule solve_sector_network_perfect: input: overrides="data/override_component_attrs", - network=RDIR - + "/prenetworks-brownfield/elec_s{simpl}_{clusters}_lv{lv}_{opts}_{sector_opts}_brownfield_all_years.nc", + network=RESULTS + + "/prenetworks-brownfield/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years.nc", costs="data/costs_2030.csv", - config=SDIR + "/configs/config.yaml", + config=RESULTS + "configs/config.yaml", output: - RDIR - + "/postnetworks/elec_s{simpl}_{clusters}_lv{lv}_{opts}_{sector_opts}_brownfield_all_years.nc", - shadow: - "shallow" - log: - solver=RDIR - + "/logs/elec_s{simpl}_{clusters}_lv{lv}_{opts}_{sector_opts}_brownfield_all_years_solver.log", - python=RDIR - + "/logs/elec_s{simpl}_{clusters}_lv{lv}_{opts}_{sector_opts}_brownfield_all_years_python.log", - memory=RDIR - + "/logs/elec_s{simpl}_{clusters}_lv{lv}_{opts}_{sector_opts}_brownfield_all_years_memory.log", + RESULTS + + "/postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years.nc", threads: 4 resources: mem_mb=config["solving"]["mem"], + shadow: + "shallow" + log: + solver=RESULTS + + "/logs/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years_solver.log", + python=RESULTS + + "/logs/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years_python.log", + memory=RESULTS + + "/logs/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years_memory.log", benchmark: ( - RDIR - + "/benchmarks/solve_network/elec_s{simpl}_{clusters}_lv{lv}_{opts}_{sector_opts}_brownfield_all_years" + BENCHMARKS + + "solve_sector_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years}" ) - script: - "../scripts/solve_network.py" conda: "../envs/environment.yaml" + script: + "../scripts/solve_network.py" rule make_summary_perfect: input: **{ - f"networks_{simpl}_{clusters}_lv{lv}_{opts}_{sector_opts}": RDIR - + f"/postnetworks/elec_s{simpl}_{clusters}_lv{lv}_{opts}_{sector_opts}_brownfield_all_years.nc" + f"networks_{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}": RESULTS + + f"/postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years.nc" for simpl in config["scenario"]["simpl"] for clusters in config["scenario"]["clusters"] for opts in config["scenario"]["opts"] for sector_opts in config["scenario"]["sector_opts"] - for lv in config["scenario"]["lv"] + for ll in config["scenario"]["ll"] }, costs="data/costs_2020.csv", overrides="data/override_component_attrs", output: - nodal_costs="results" + "/" + config["run"] + "/csvs/nodal_costs.csv", - nodal_capacities="results" + "/" + config["run"] + "/csvs/nodal_capacities.csv", - nodal_cfs="results" + "/" + config["run"] + "/csvs/nodal_cfs.csv", - cfs="results" + "/" + config["run"] + "/csvs/cfs.csv", - costs="results" + "/" + config["run"] + "/csvs/costs.csv", - capacities="results" + "/" + config["run"] + "/csvs/capacities.csv", - curtailment="results" + "/" + config["run"] + "/csvs/curtailment.csv", - capital_cost="results" + "/" + config["run"] + "/csvs/capital_cost.csv", - energy="results" + "/" + config["run"] + "/csvs/energy.csv", - supply="results" + "/" + config["run"] + "/csvs/supply.csv", - supply_energy="results" + "/" + config["run"] + "/csvs/supply_energy.csv", - prices="results" + "/" + config["run"] + "/csvs/prices.csv", - weighted_prices="results" + "/" + config["run"] + "/csvs/weighted_prices.csv", - market_values="results" + "/" + config["run"] + "/csvs/market_values.csv", - price_statistics="results" + "/" + config["run"] + "/csvs/price_statistics.csv", - metrics="results" + "/" + config["run"] + "/csvs/metrics.csv", - co2_emissions="results" + "/" + config["run"] + "/csvs/co2_emissions.csv", + nodal_costs=RESULTS + "/csvs/nodal_costs.csv", + nodal_capacities=RESULTS + "/csvs/nodal_capacities.csv", + nodal_cfs=RESULTS + "/csvs/nodal_cfs.csv", + cfs=RESULTS + "/csvs/cfs.csv", + costs=RESULTS + "/csvs/costs.csv", + capacities=RESULTS + "/csvs/capacities.csv", + curtailment=RESULTS + "/csvs/curtailment.csv", + capital_cost=RESULTS + "/csvs/capital_cost.csv", + energy=RESULTS + "/csvs/energy.csv", + supply=RESULTS + "/csvs/supply.csv", + supply_energy=RESULTS + "/csvs/supply_energy.csv", + prices=RESULTS + "/csvs/prices.csv", + weighted_prices=RESULTS + "/csvs/weighted_prices.csv", + market_values=RESULTS + "/csvs/market_values.csv", + price_statistics=RESULTS + "/csvs/price_statistics.csv", + metrics=RESULTS + "/csvs/metrics.csv", + co2_emissions=RESULTS + "/csvs/co2_emissions.csv", threads: 2 resources: mem_mb=10000, - script: - "../scripts/make_summary_perfect.py" log: - LOGS + "make_summary_perfect{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}.log", + LOGS + "make_summary_perfect.log", benchmark: ( BENCHMARKS - + "make_summary_perfect{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}" + + "make_summary_perfect" ) conda: "../envs/environment.yaml" + script: + "../scripts/make_summary_perfect.py" rule plot_summary_perfect: @@ -194,30 +189,33 @@ rule plot_summary_perfect: f"costs_{year}": f"data/costs_{year}.csv" for year in config["scenario"]["planning_horizons"] }, - costs_csv="results" + "/" + config["run"] + "/csvs/costs.csv", - energy="results" + "/" + config["run"] + "/csvs/energy.csv", - balances="results" + "/" + config["run"] + "/csvs/supply_energy.csv", + costs_csv=RESULTS + "/csvs/costs.csv", + energy=RESULTS + "/csvs/energy.csv", + balances=RESULTS + "/csvs/supply_energy.csv", eea="data/eea/UNFCCC_v24.csv", - countries="results" + "/" + config["run"] + "/csvs/nodal_capacities.csv", - co2_emissions="results" + "/" + config["run"] + "/csvs/co2_emissions.csv", - capacities="results" + "/" + config["run"] + "/csvs/capacities.csv", - capital_cost="results" + "/" + config["run"] + "/csvs/capital_cost.csv", + countries=RESULTS + "/csvs/nodal_capacities.csv", + co2_emissions=RESULTS + "/csvs/co2_emissions.csv", + capacities=RESULTS + "/csvs/capacities.csv", + capital_cost=RESULTS + "/csvs/capital_cost.csv", output: - costs1="results" + "/" + config["run"] + "/graphs/costs.pdf", - costs2="results" + "/" + config["run"] + "/graphs/costs2.pdf", - costs3="results" + "/" + config["run"] + "/graphs/total_costs_per_year.pdf", + costs1=RESULTS + "/graphs/costs.pdf", + costs2=RESULTS + "/graphs/costs2.pdf", + costs3=RESULTS + "/graphs/total_costs_per_year.pdf", # energy="results" + '/' + config['run'] + '/graphs/energy.pdf', - balances="results" + "/" + config["run"] + "/graphs/balances-energy.pdf", - co2_emissions="results" + "/" + config["run"] + "/graphs/carbon_budget_plot.pdf", - capacities="results" + "/" + config["run"] + "/graphs/capacities.pdf", + balances=RESULTS + "/graphs/balances-energy.pdf", + co2_emissions=RESULTS + "/graphs/carbon_budget_plot.pdf", + capacities=RESULTS + "/graphs/capacities.pdf", threads: 2 resources: mem_mb=10000, - script: - "../scripts/plot_summary_perfect.py" log: LOGS + "plot_summary_perfect.log", benchmark: (BENCHMARKS + "plot_summary_perfect") conda: "../envs/environment.yaml" + script: + "../scripts/plot_summary_perfect.py" + + +ruleorder: add_existing_baseyear > add_brownfield diff --git a/scripts/prepare_perfect_foresight.py b/scripts/prepare_perfect_foresight.py index 54e60337..06c8ffb7 100644 --- a/scripts/prepare_perfect_foresight.py +++ b/scripts/prepare_perfect_foresight.py @@ -1,15 +1,15 @@ -#!/usr/bin/env python3 # -*- coding: utf-8 -*- +# SPDX-FileCopyrightText: : 2020-2023 The PyPSA-Eur Authors +# +# SPDX-License-Identifier: MIT + """ Concats pypsa networks of single investment periods to one network. - -Created on Tue Aug 16 10:40:41 2022 - -@author: lisa """ + import pypsa import pandas as pd -from helper import override_component_attrs, update_config_with_sector_opts +from _helpers import override_component_attrs, update_config_with_sector_opts from pypsa.io import import_components_from_dataframe from add_existing_baseyear import add_build_year_to_new_assets from six import iterkeys @@ -179,23 +179,22 @@ def set_all_phase_outs(n): def set_carbon_constraints(n, opts): """Add global constraints for carbon emissions.""" - budget = ( - snakemake.config["co2_budget"]["1p7"] * 1e9 - ) # budget for + 1.7 Celsius for Europe + budget = None for o in opts: # other budgets m = re.match(r"^\d+p\d$", o, re.IGNORECASE) if m is not None: budget = snakemake.config["co2_budget"][m.group(0)] * 1e9 - logger.info("add carbon budget of {}".format(budget)) - n.add( - "GlobalConstraint", - "Budget", - type="Co2constraint", - carrier_attribute="co2_emissions", - sense="<=", - constant=budget, - ) + if budget!=None: + logger.info("add carbon budget of {}".format(budget)) + n.add( + "GlobalConstraint", + "Budget", + type="Co2constraint", + carrier_attribute="co2_emissions", + sense="<=", + constant=budget, + ) if not "noco2neutral" in opts: logger.info("Add carbon neutrality constraint.") @@ -232,7 +231,7 @@ def set_carbon_constraints(n, opts): #%% if __name__ == "__main__": if 'snakemake' not in globals(): - from helper import mock_snakemake + from _helpers import mock_snakemake snakemake = mock_snakemake( 'prepare_perfect_foresight', simpl='', From d836970004c6d4022c2015c01437ca922fcc50f1 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 5 Apr 2023 10:39:16 +0200 Subject: [PATCH 042/608] always add load shedding with 1e2 --- scripts/solve_network.py | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index cfb95bfe..3456dba9 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -157,9 +157,9 @@ def prepare_network(n, solve_opts=None, config=None): # TODO: retrieve color and nice name from config n.add("Carrier", "load", color="#dd2e23", nice_name="Load shedding") buses_i = n.buses.query("carrier == 'AC'").index - if not np.isscalar(load_shedding): + #if not np.isscalar(load_shedding): # TODO: do not scale via sign attribute (use Eur/MWh instead of Eur/kWh) - load_shedding = 1e2 # Eur/kWh + load_shedding = 1e2 # Eur/kWh n.madd( "Generator", @@ -626,20 +626,20 @@ def solve_network(n, config, opts="", **kwargs): return n - +#%% if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake snakemake = mock_snakemake( - "solve_sector_network", - configfiles="test/config.overnight.yaml", + "solve_sector_network_perfect", + configfiles="config.yaml", simpl="", opts="", - clusters="5", - ll="v1.5", - sector_opts="CO2L0-24H-T-H-B-I-A-solar+p3-dist1", - planning_horizons="2030", + clusters="37", + ll="v1.0", + sector_opts="cb40ex0-8760H-T-H-B-I-A-solar+p3-dist1", + # planning_horizons="2030", ) configure_logging(snakemake) if "sector_opts" in snakemake.wildcards.keys(): From b9c58db0ba91bb06cdbec53addb4088ca91cf33f Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 5 Apr 2023 10:41:21 +0200 Subject: [PATCH 043/608] remove slash --- rules/solve_perfect.smk | 74 ++++++++++++++++++++--------------------- 1 file changed, 37 insertions(+), 37 deletions(-) diff --git a/rules/solve_perfect.smk b/rules/solve_perfect.smk index 20631c46..0f7ad49e 100644 --- a/rules/solve_perfect.smk +++ b/rules/solve_perfect.smk @@ -72,13 +72,13 @@ rule prepare_perfect_foresight: input: **{ f"network_{year}": RESULTS - + "/prenetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_" + + "prenetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_" + f"{year}.nc" for year in config["scenario"]["planning_horizons"][1:] }, brownfield_network=lambda w: ( RESULTS - + "/prenetworks-brownfield/" + + "prenetworks-brownfield/" + "elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_" + "{}.nc".format(str(config["scenario"]["planning_horizons"][0])) ), @@ -107,12 +107,12 @@ rule solve_sector_network_perfect: input: overrides="data/override_component_attrs", network=RESULTS - + "/prenetworks-brownfield/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years.nc", + + "prenetworks-brownfield/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years.nc", costs="data/costs_2030.csv", config=RESULTS + "configs/config.yaml", output: RESULTS - + "/postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years.nc", + + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years.nc", threads: 4 resources: mem_mb=config["solving"]["mem"], @@ -120,11 +120,11 @@ rule solve_sector_network_perfect: "shallow" log: solver=RESULTS - + "/logs/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years_solver.log", + + "logs/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years_solver.log", python=RESULTS - + "/logs/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years_python.log", + + "logs/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years_python.log", memory=RESULTS - + "/logs/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years_memory.log", + + "logs/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years_memory.log", benchmark: ( BENCHMARKS @@ -150,23 +150,23 @@ rule make_summary_perfect: costs="data/costs_2020.csv", overrides="data/override_component_attrs", output: - nodal_costs=RESULTS + "/csvs/nodal_costs.csv", - nodal_capacities=RESULTS + "/csvs/nodal_capacities.csv", - nodal_cfs=RESULTS + "/csvs/nodal_cfs.csv", - cfs=RESULTS + "/csvs/cfs.csv", - costs=RESULTS + "/csvs/costs.csv", - capacities=RESULTS + "/csvs/capacities.csv", - curtailment=RESULTS + "/csvs/curtailment.csv", - capital_cost=RESULTS + "/csvs/capital_cost.csv", - energy=RESULTS + "/csvs/energy.csv", - supply=RESULTS + "/csvs/supply.csv", - supply_energy=RESULTS + "/csvs/supply_energy.csv", - prices=RESULTS + "/csvs/prices.csv", - weighted_prices=RESULTS + "/csvs/weighted_prices.csv", - market_values=RESULTS + "/csvs/market_values.csv", - price_statistics=RESULTS + "/csvs/price_statistics.csv", - metrics=RESULTS + "/csvs/metrics.csv", - co2_emissions=RESULTS + "/csvs/co2_emissions.csv", + nodal_costs=RESULTS + "csvs/nodal_costs.csv", + nodal_capacities=RESULTS + "csvs/nodal_capacities.csv", + nodal_cfs=RESULTS + "csvs/nodal_cfs.csv", + cfs=RESULTS + "csvs/cfs.csv", + costs=RESULTS + "csvs/costs.csv", + capacities=RESULTS + "csvs/capacities.csv", + curtailment=RESULTS + "csvs/curtailment.csv", + capital_cost=RESULTS + "csvs/capital_cost.csv", + energy=RESULTS + "csvs/energy.csv", + supply=RESULTS + "csvs/supply.csv", + supply_energy=RESULTS + "csvs/supply_energy.csv", + prices=RESULTS + "csvs/prices.csv", + weighted_prices=RESULTS + "csvs/weighted_prices.csv", + market_values=RESULTS + "csvs/market_values.csv", + price_statistics=RESULTS + "csvs/price_statistics.csv", + metrics=RESULTS + "csvs/metrics.csv", + co2_emissions=RESULTS + "csvs/co2_emissions.csv", threads: 2 resources: mem_mb=10000, @@ -189,22 +189,22 @@ rule plot_summary_perfect: f"costs_{year}": f"data/costs_{year}.csv" for year in config["scenario"]["planning_horizons"] }, - costs_csv=RESULTS + "/csvs/costs.csv", - energy=RESULTS + "/csvs/energy.csv", - balances=RESULTS + "/csvs/supply_energy.csv", + costs_csv=RESULTS + "csvs/costs.csv", + energy=RESULTS + "csvs/energy.csv", + balances=RESULTS + "csvs/supply_energy.csv", eea="data/eea/UNFCCC_v24.csv", - countries=RESULTS + "/csvs/nodal_capacities.csv", - co2_emissions=RESULTS + "/csvs/co2_emissions.csv", - capacities=RESULTS + "/csvs/capacities.csv", - capital_cost=RESULTS + "/csvs/capital_cost.csv", + countries=RESULTS + "csvs/nodal_capacities.csv", + co2_emissions=RESULTS + "csvs/co2_emissions.csv", + capacities=RESULTS + "csvs/capacities.csv", + capital_cost=RESULTS + "csvs/capital_cost.csv", output: - costs1=RESULTS + "/graphs/costs.pdf", - costs2=RESULTS + "/graphs/costs2.pdf", - costs3=RESULTS + "/graphs/total_costs_per_year.pdf", + costs1=RESULTS + "graphs/costs.pdf", + costs2=RESULTS + "graphs/costs2.pdf", + costs3=RESULTS + "graphs/total_costs_per_year.pdf", # energy="results" + '/' + config['run'] + '/graphs/energy.pdf', - balances=RESULTS + "/graphs/balances-energy.pdf", - co2_emissions=RESULTS + "/graphs/carbon_budget_plot.pdf", - capacities=RESULTS + "/graphs/capacities.pdf", + balances=RESULTS + "graphs/balances-energy.pdf", + co2_emissions=RESULTS + "graphs/carbon_budget_plot.pdf", + capacities=RESULTS + "graphs/capacities.pdf", threads: 2 resources: mem_mb=10000, From b50954aee49f83a4184e57cefdff656e26591af1 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 5 Apr 2023 15:43:02 +0200 Subject: [PATCH 044/608] remove snakemake from function --- scripts/prepare_sector_network.py | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index ee32b8bd..f462b159 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -197,17 +197,17 @@ def get(item, investment_year=None): def co2_emissions_year( - countries, input_eurostat, opts, emissions_scope, report_year, year + countries, input_eurostat, input_eea, opts, emissions_scope, report_year, year ): """ Calculate CO2 emissions in one specific year (e.g. 1990 or 2018). """ - emissions_scope = snakemake.config["energy"]["emissions"] - eea_co2 = build_eea_co2(snakemake.input.co2, year, emissions_scope) + + eea_co2 = build_eea_co2(input_eea, year, emissions_scope) # TODO: read Eurostat data from year > 2014 # this only affects the estimation of CO2 emissions for BA, RS, AL, ME, MK - report_year = snakemake.config["energy"]["eurostat_report_year"] + if year > 2014: eurostat_co2 = build_eurostat_co2( input_eurostat, countries, report_year, year=2014 @@ -228,7 +228,7 @@ def co2_emissions_year( # TODO: move to own rule with sector-opts wildcard? -def build_carbon_budget(o, input_eurostat, fn, emissions_scope, report_year): +def build_carbon_budget(o, input_eurostat, input_eea, fn, emissions_scope, report_year): """ Distribute carbon budget following beta or exponential transition path. """ @@ -246,12 +246,12 @@ def build_carbon_budget(o, input_eurostat, fn, emissions_scope, report_year): countries = snakemake.config["countries"] e_1990 = co2_emissions_year( - countries, input_eurostat, opts, emissions_scope, report_year, year=1990 + countries, input_eurostat, input_eea, opts, emissions_scope, report_year, year=1990 ) # emissions at the beginning of the path (last year available 2018) e_0 = co2_emissions_year( - countries, input_eurostat, opts, emissions_scope, report_year, year=2018 + countries, input_eurostat, input_eea, opts, emissions_scope, report_year, year=2018 ) planning_horizons = snakemake.config["scenario"]["planning_horizons"] @@ -3369,7 +3369,7 @@ if __name__ == "__main__": emissions_scope = snakemake.config["energy"]["emissions"] report_year = snakemake.config["energy"]["eurostat_report_year"] build_carbon_budget( - o, snakemake.input.eurostat, fn, emissions_scope, report_year + o, snakemake.input.eurostat, snakemake.input.co2, fn, emissions_scope, report_year ) co2_cap = pd.read_csv(fn, index_col=0).squeeze() limit = co2_cap.loc[investment_year] From 87135fd95066a71972f593d3f09c99e63b06d0b8 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 5 Apr 2023 15:44:01 +0200 Subject: [PATCH 045/608] remove more / --- rules/collect.smk | 2 +- rules/solve_perfect.smk | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/rules/collect.smk b/rules/collect.smk index e17384e0..b76e8ced 100644 --- a/rules/collect.smk +++ b/rules/collect.smk @@ -69,7 +69,7 @@ rule solve_sector_networks_perfect: input: expand( RESULTS - + "/postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years.nc", + + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years.nc", **config["scenario"] ), diff --git a/rules/solve_perfect.smk b/rules/solve_perfect.smk index 0f7ad49e..2bdb59b8 100644 --- a/rules/solve_perfect.smk +++ b/rules/solve_perfect.smk @@ -85,7 +85,7 @@ rule prepare_perfect_foresight: overrides="data/override_component_attrs", output: RESULTS - + "/prenetworks-brownfield/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years.nc", + + "prenetworks-brownfield/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years.nc", threads: 2 resources: mem_mb=10000, @@ -140,7 +140,7 @@ rule make_summary_perfect: input: **{ f"networks_{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}": RESULTS - + f"/postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years.nc" + + f"postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years.nc" for simpl in config["scenario"]["simpl"] for clusters in config["scenario"]["clusters"] for opts in config["scenario"]["opts"] From 461ea66185342127620b839a16873aa168c8e724 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 5 Apr 2023 15:44:31 +0200 Subject: [PATCH 046/608] add eea co2 emissions as input --- rules/postprocess.smk | 1 + 1 file changed, 1 insertion(+) diff --git a/rules/postprocess.smk b/rules/postprocess.smk index d5095358..dc9b2ea0 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -120,6 +120,7 @@ rule plot_summary: energy=RESULTS + "csvs/energy.csv", balances=RESULTS + "csvs/supply_energy.csv", eurostat=input_eurostat, + co2="data/eea/UNFCCC_v23.csv", output: costs=RESULTS + "graphs/costs.pdf", energy=RESULTS + "graphs/energy.pdf", From f2ff8beae83690ac5cc466aa1381b5d913b2b3e4 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 5 Apr 2023 15:45:07 +0200 Subject: [PATCH 047/608] fix plot bugs --- scripts/plot_summary.py | 32 +++++++++++++++++++++++--------- 1 file changed, 23 insertions(+), 9 deletions(-) diff --git a/scripts/plot_summary.py b/scripts/plot_summary.py index af028116..b771f079 100644 --- a/scripts/plot_summary.py +++ b/scripts/plot_summary.py @@ -41,6 +41,8 @@ def rename_techs(label): "ground heat pump", "resistive heater", "Fischer-Tropsch", + "land transport fuel cell", + "land transport oil" ] rename_if_contains_dict = { @@ -268,7 +270,6 @@ def plot_balances(): i for i in balances_df.index.levels[0] if i not in co2_carriers ] - fig, ax = plt.subplots(figsize=(12, 8)) for k, v in balances.items(): df = balances_df.loc[v] @@ -280,7 +281,7 @@ def plot_balances(): # remove trailing link ports df.index = [ i[:-1] - if ((i not in ["co2", "NH3"]) and (i[-1:] in ["0", "1", "2", "3"])) + if ((i not in ["co2", "NH3", "H2"]) and (i[-1:] in ["0", "1", "2", "3"])) else i for i in df.index ] @@ -314,6 +315,8 @@ def plot_balances(): new_columns = df.columns.sort_values() + fig, ax = plt.subplots(figsize=(12, 8)) + df.loc[new_index, new_columns].T.plot( kind="bar", ax=ax, @@ -437,7 +440,7 @@ def historical_emissions(countries): return emissions -def plot_carbon_budget_distribution(input_eurostat): +def plot_carbon_budget_distribution(input_eurostat, input_eea): """ Plot historical carbon emissions in the EU and decarbonization path. """ @@ -452,6 +455,20 @@ def plot_carbon_budget_distribution(input_eurostat): plt.rcParams["xtick.labelsize"] = 20 plt.rcParams["ytick.labelsize"] = 20 + + path_cb = "results/" + snakemake.params.RDIR + "csvs/" + countries = snakemake.config["countries"] + emissions_scope = snakemake.config["energy"]["emissions"] + # this only affects the estimation of CO2 emissions for BA, RS, AL, ME, MK + report_year = snakemake.config["energy"]["eurostat_report_year"] + e_1990 = co2_emissions_year( + countries, input_eurostat, input_eea, opts, emissions_scope, + report_year, year=1990 + ) + + + CO2_CAP = pd.read_csv(path_cb + "carbon_budget_distribution.csv", index_col=0) + plt.figure(figsize=(10, 7)) gs1 = gridspec.GridSpec(1, 1) ax1 = plt.subplot(gs1[0, 0]) @@ -459,10 +476,6 @@ def plot_carbon_budget_distribution(input_eurostat): ax1.set_ylim([0, 5]) ax1.set_xlim([1990, snakemake.config["scenario"]["planning_horizons"][-1] + 1]) - path_cb = "results/" + snakemake.params.RDIR + "/csvs/" - countries = snakemake.config["countries"] - e_1990 = co2_emissions_year(countries, input_eurostat, opts, year=1990) - CO2_CAP = pd.read_csv(path_cb + "carbon_budget_distribution.csv", index_col=0) ax1.plot(e_1990 * CO2_CAP[o], linewidth=3, color="dodgerblue", label=None) @@ -540,7 +553,7 @@ def plot_carbon_budget_distribution(input_eurostat): path_cb_plot = "results/" + snakemake.params.RDIR + "/graphs/" plt.savefig(path_cb_plot + "carbon_budget_plot.pdf", dpi=300) - +#%% if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake @@ -561,4 +574,5 @@ if __name__ == "__main__": opts = sector_opts.split("-") for o in opts: if "cb" in o: - plot_carbon_budget_distribution(snakemake.input.eurostat) + plot_carbon_budget_distribution(snakemake.input.eurostat, + snakemake.input.co2) From 5989c287c4523ea57a1249a9a03d8509bedc5b43 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 5 Apr 2023 15:45:35 +0200 Subject: [PATCH 048/608] adjust summary functions --- scripts/make_summary_perfect.py | 105 +++++++++++--------------------- 1 file changed, 34 insertions(+), 71 deletions(-) diff --git a/scripts/make_summary_perfect.py b/scripts/make_summary_perfect.py index 8f21db76..579c0402 100644 --- a/scripts/make_summary_perfect.py +++ b/scripts/make_summary_perfect.py @@ -1,3 +1,15 @@ +# -*- coding: utf-8 -*- +# SPDX-FileCopyrightText: : 2020-2023 The PyPSA-Eur Authors +# +# SPDX-License-Identifier: MIT + +""" +Create summary CSV files for all scenario runs with perfect foresight +including costs, capacities, capacity factors, curtailment, energy balances, +prices and other metrics. +""" + + from six import iteritems import pandas as pd @@ -11,7 +23,7 @@ from pypsa.descriptors import ( get_active_assets, ) -from helper import override_component_attrs +from _helpers import override_component_attrs from prepare_sector_network import prepare_costs @@ -50,8 +62,8 @@ def calculate_costs(n, label, costs): ).astype(int) capital_costs = active.mul(capital_costs, axis=0) discount = ( - n.investment_period_weightings["objective_weightings"] - / n.investment_period_weightings["time_weightings"] + n.investment_period_weightings["objective"] + / n.investment_period_weightings["years"] ) capital_costs_grouped = ( capital_costs.groupby(c.df.carrier).sum().mul(discount) @@ -66,20 +78,20 @@ def calculate_costs(n, label, costs): if c.name == "Link": p = ( - c.pnl.p0.multiply(n.snapshot_weightings.generator_weightings, axis=0) + c.pnl.p0.multiply(n.snapshot_weightings.generators, axis=0) .groupby(level=0) .sum() ) elif c.name == "Line": continue elif c.name == "StorageUnit": - p_all = c.pnl.p.multiply(n.snapshot_weightings.store_weightings, axis=0) + p_all = c.pnl.p.multiply(n.snapshot_weightings.stores, axis=0) p_all[p_all < 0.0] = 0.0 p = p_all.groupby(level=0).sum() else: p = ( round(c.pnl.p, ndigits=2) - .multiply(n.snapshot_weightings.generator_weightings, axis=0) + .multiply(n.snapshot_weightings.generators, axis=0) .groupby(level=0) .sum() ) @@ -285,7 +297,7 @@ def calculate_supply(n, label, supply): for end in [col[3:] for col in c.df.columns if col[:3] == "bus"]: - items = c.df.index[c.df["bus" + end].map(bus_map, na_action=False)] + items = c.df.index[c.df["bus" + end].map(bus_map).fillna(False)] if len(items) == 0: continue @@ -333,9 +345,9 @@ def calculate_supply_energy(n, label, supply_energy): continue if c.name == "Generator": - weightings = n.snapshot_weightings.generator_weightings + weightings = n.snapshot_weightings.generators else: - weightings = n.snapshot_weightings.store_weightings + weightings = n.snapshot_weightings.stores if i in ["oil", "co2", "H2"]: if c.name=="Load": @@ -364,7 +376,7 @@ def calculate_supply_energy(n, label, supply_energy): for end in [col[3:] for col in c.df.columns if col[:3] == "bus"]: - items = c.df.index[c.df["bus" + str(end)].map(bus_map, na_action=False)] + items = c.df.index[c.df["bus" + str(end)].map(bus_map).fillna(False)] if len(items) == 0: continue @@ -373,7 +385,7 @@ def calculate_supply_energy(n, label, supply_energy): (-1) * c.pnl["p" + end] .reindex(items, axis=1) - .multiply(n.snapshot_weightings.objective_weightings, axis=0) + .multiply(n.snapshot_weightings.objective, axis=0) .groupby(level=0) .sum() .groupby(c.df.loc[items, "carrier"], axis=1) @@ -593,11 +605,11 @@ def calculate_price_statistics(n, label, price_statistics): ) price_statistics.at["mean", label] = ( - n.buses_t.marginal_price[buses].unstack().mean() + n.buses_t.marginal_price[buses].mean().mean() ) price_statistics.at["standard_deviation", label] = ( - n.buses_t.marginal_price[buses].unstack().std() + n.buses_t.marginal_price[buses].droplevel(0).unstack().std() ) return price_statistics @@ -612,7 +624,7 @@ def calculate_co2_emissions(n, label, df): return weightings = n.snapshot_weightings.mul( - n.investment_period_weightings["time_weightings"] + n.investment_period_weightings["years"] .reindex(n.snapshots) .fillna(method="bfill") .fillna(1.0), @@ -624,7 +636,7 @@ def calculate_co2_emissions(n, label, df): if not gens.empty: em_pu = gens.carrier.map(emissions) / gens.efficiency em_pu = ( - weightings["generator_weightings"].to_frame("weightings") + weightings["generators"].to_frame("weightings") @ em_pu.to_frame("weightings").T ) emitted = n.generators_t.p[gens.index].mul(em_pu) @@ -648,52 +660,6 @@ def calculate_co2_emissions(n, label, df): return df - - -def calculate_cumulative_capacities(n, label, cum_cap): - # TODO - - investments = n.investment_periods - cols = pd.MultiIndex.from_product( - [ - cum_cap.columns.levels[0], - cum_cap.columns.levels[1], - cum_cap.columns.levels[2], - investments, - ], - names=cum_cap.columns.names[:3] + ["year"], - ) - cum_cap = cum_cap.reindex(cols, axis=1) - - learn_i = n.carriers[n.carriers.learning_rate != 0].index - - for c, attr in nominal_attrs.items(): - if "carrier" not in n.df(c) or n.df(c).empty: - continue - caps = ( - n.df(c)[n.df(c).carrier.isin(learn_i)] - .groupby([n.df(c).carrier, n.df(c).build_year])[ - opt_name.get(c, "p") + "_nom_opt" - ] - .sum() - ) - - if caps.empty: - continue - - caps = round( - caps.unstack().reindex(columns=investments).fillna(0).cumsum(axis=1) - ) - cum_cap = cum_cap.reindex(caps.index.union(cum_cap.index)) - - cum_cap.loc[caps.index, label] = caps.values - - return cum_cap - - - - - outputs = [ "nodal_costs", "nodal_capacities", @@ -711,14 +677,13 @@ outputs = [ "market_values", "metrics", "co2_emissions", - "cumulative_capacities", ] def make_summaries(networks_dict): columns = pd.MultiIndex.from_tuples( - networks_dict.keys(), names=["cluster", "lv", "opt", "year"] + networks_dict.keys(), names=["cluster", "lv", "opt"] ) df = {} @@ -760,30 +725,28 @@ def to_csv(df): if __name__ == "__main__": # Detect running outside of snakemake and mock snakemake for testing if "snakemake" not in globals(): - from helper import mock_snakemake + from _helpers import mock_snakemake snakemake = mock_snakemake('make_summary_perfect') networks_dict = { (clusters, lv, opts+sector_opts) : - snakemake.config['results_dir'] + snakemake.config['run'] + f'/postnetworks/elec_s{simpl}_{clusters}_lv{lv}_{opts}_{sector_opts}_brownfield_all_years.nc' \ + "results/" + snakemake.config['run']["name"] + f'/postnetworks/elec_s{simpl}_{clusters}_l{lv}_{opts}_{sector_opts}_brownfield_all_years.nc' \ for simpl in snakemake.config['scenario']['simpl'] \ for clusters in snakemake.config['scenario']['clusters'] \ for opts in snakemake.config['scenario']['opts'] \ for sector_opts in snakemake.config['scenario']['sector_opts'] \ - for lv in snakemake.config['scenario']['lv'] \ + for lv in snakemake.config['scenario']['ll'] \ } print(networks_dict) - Nyears = 1 + nyears = 1 costs_db = prepare_costs( snakemake.input.costs, - snakemake.config["costs"]["USD2013_to_EUR2013"], - snakemake.config["costs"]["discountrate"], - Nyears, - snakemake.config["costs"]["lifetime"], + snakemake.config["costs"], + nyears, ) df = make_summaries(networks_dict) From f0d6d2be07eb6905652e42c6a5a7fb5e60f95e45 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 5 Apr 2023 15:47:03 +0200 Subject: [PATCH 049/608] add multi-deacde --- scripts/solve_network.py | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 3456dba9..17a33602 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -156,7 +156,7 @@ def prepare_network(n, solve_opts=None, config=None): # http://journal.frontiersin.org/article/10.3389/fenrg.2015.00055/full # TODO: retrieve color and nice name from config n.add("Carrier", "load", color="#dd2e23", nice_name="Load shedding") - buses_i = n.buses.query("carrier == 'AC'").index + buses_i = n.buses.index # query("carrier == 'AC'").index #if not np.isscalar(load_shedding): # TODO: do not scale via sign attribute (use Eur/MWh instead of Eur/kWh) load_shedding = 1e2 # Eur/kWh @@ -589,6 +589,7 @@ def solve_network(n, config, opts="", **kwargs): track_iterations = cf_solving.get("track_iterations", False) min_iterations = cf_solving.get("min_iterations", 4) max_iterations = cf_solving.get("max_iterations", 6) + multi_horizon = True if config["foresight"] == "perfect" else False # add to network for extra_functionality n.config = config @@ -603,6 +604,7 @@ def solve_network(n, config, opts="", **kwargs): status, condition = n.optimize( solver_name=solver_name, extra_functionality=extra_functionality, + multi_investment_periods=multi_horizon, **solver_options, **kwargs, ) @@ -613,6 +615,7 @@ def solve_network(n, config, opts="", **kwargs): min_iterations=min_iterations, max_iterations=max_iterations, extra_functionality=extra_functionality, + multi_investment_periods=multi_horizon, **solver_options, **kwargs, ) @@ -633,12 +636,12 @@ if __name__ == "__main__": snakemake = mock_snakemake( "solve_sector_network_perfect", - configfiles="config.yaml", + #configfiles="config.yaml", simpl="", opts="", clusters="37", ll="v1.0", - sector_opts="cb40ex0-8760H-T-H-B-I-A-solar+p3-dist1", + sector_opts="cb40ex0-2190H-T-H-B-solar+p3-dist1", # planning_horizons="2030", ) configure_logging(snakemake) From c1cced44e0f37693458dd6510881db8aeff11634 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 5 Apr 2023 18:17:27 +0200 Subject: [PATCH 050/608] add social discount rate --- config.default.yaml | 391 ++++++++++++++++++++++---------------------- 1 file changed, 197 insertions(+), 194 deletions(-) diff --git a/config.default.yaml b/config.default.yaml index 5218bc22..132fc1fb 100755 --- a/config.default.yaml +++ b/config.default.yaml @@ -570,6 +570,7 @@ costs: year: 2030 version: v0.5.0 rooftop_share: 0.14 # based on the potentials, assuming (0.1 kW/m2 and 10 m2/person) + social_discountrate: 0.02 fill_values: FOM: 0 VOM: 0 @@ -763,197 +764,199 @@ plotting: lines: "Transmission Lines" ror: "Run of River" - tech_colors: - # wind - onwind: "#235ebc" - onshore wind: "#235ebc" - offwind: "#6895dd" - offshore wind: "#6895dd" - offwind-ac: "#6895dd" - offshore wind (AC): "#6895dd" - offshore wind ac: "#6895dd" - offwind-dc: "#74c6f2" - offshore wind (DC): "#74c6f2" - offshore wind dc: "#74c6f2" - # water - hydro: '#298c81' - hydro reservoir: '#298c81' - ror: '#3dbfb0' - run of river: '#3dbfb0' - hydroelectricity: '#298c81' - PHS: '#51dbcc' - hydro+PHS: "#08ad97" - wave: '#a7d4cf' - # solar - solar: "#f9d002" - solar PV: "#f9d002" - solar thermal: '#ffbf2b' - solar rooftop: '#ffea80' - # gas - OCGT: '#e0986c' - OCGT marginal: '#e0986c' - OCGT-heat: '#e0986c' - gas boiler: '#db6a25' - gas boilers: '#db6a25' - gas boiler marginal: '#db6a25' - gas: '#e05b09' - fossil gas: '#e05b09' - natural gas: '#e05b09' - CCGT: '#a85522' - CCGT marginal: '#a85522' - allam: '#B98F76' - gas for industry co2 to atmosphere: '#692e0a' - gas for industry co2 to stored: '#8a3400' - gas for industry: '#853403' - gas for industry CC: '#692e0a' - gas pipeline: '#ebbca0' - gas pipeline new: '#a87c62' - # oil - oil: '#c9c9c9' - oil boiler: '#adadad' - agriculture machinery oil: '#949494' - shipping oil: "#808080" - land transport oil: '#afafaf' - # nuclear - Nuclear: '#ff8c00' - Nuclear marginal: '#ff8c00' - nuclear: '#ff8c00' - uranium: '#ff8c00' - # coal - Coal: '#545454' - coal: '#545454' - Coal marginal: '#545454' - solid: '#545454' - Lignite: '#826837' - lignite: '#826837' - Lignite marginal: '#826837' - # biomass - biogas: '#e3d37d' - biomass: '#baa741' - solid biomass: '#baa741' - solid biomass transport: '#baa741' - solid biomass for industry: '#7a6d26' - solid biomass for industry CC: '#47411c' - solid biomass for industry co2 from atmosphere: '#736412' - solid biomass for industry co2 to stored: '#47411c' - biomass boiler: '#8A9A5B' - biomass to liquid: '#32CD32' - BioSNG: '#123456' - # power transmission - lines: '#6c9459' - transmission lines: '#6c9459' - electricity distribution grid: '#97ad8c' - # electricity demand - Electric load: '#110d63' - electric demand: '#110d63' - electricity: '#110d63' - industry electricity: '#2d2a66' - industry new electricity: '#2d2a66' - agriculture electricity: '#494778' - # battery + EVs - battery: '#ace37f' - battery storage: '#ace37f' - home battery: '#80c944' - home battery storage: '#80c944' - BEV charger: '#baf238' - V2G: '#e5ffa8' - land transport EV: '#baf238' - Li ion: '#baf238' - # hot water storage - water tanks: '#e69487' - hot water storage: '#e69487' - hot water charging: '#e69487' - hot water discharging: '#e69487' - # heat demand - Heat load: '#cc1f1f' - heat: '#cc1f1f' - heat demand: '#cc1f1f' - rural heat: '#ff5c5c' - central heat: '#cc1f1f' - decentral heat: '#750606' - low-temperature heat for industry: '#8f2727' - process heat: '#ff0000' - agriculture heat: '#d9a5a5' - # heat supply - heat pumps: '#2fb537' - heat pump: '#2fb537' - air heat pump: '#36eb41' - ground heat pump: '#2fb537' - Ambient: '#98eb9d' - CHP: '#8a5751' - CHP CC: '#634643' - CHP heat: '#8a5751' - CHP electric: '#8a5751' - district heating: '#e8beac' - resistive heater: '#d8f9b8' - retrofitting: '#8487e8' - building retrofitting: '#8487e8' - # hydrogen - H2 for industry: "#f073da" - H2 for shipping: "#ebaee0" - H2: '#bf13a0' - hydrogen: '#bf13a0' - SMR: '#870c71' - SMR CC: '#4f1745' - H2 liquefaction: '#d647bd' - hydrogen storage: '#bf13a0' - H2 storage: '#bf13a0' - land transport fuel cell: '#6b3161' - H2 pipeline: '#f081dc' - H2 pipeline retrofitted: '#ba99b5' - H2 Fuel Cell: '#c251ae' - H2 Electrolysis: '#ff29d9' - # ammonia - NH3: '#46caf0' - ammonia: '#46caf0' - ammonia store: '#00ace0' - ammonia cracker: '#87d0e6' - Haber-Bosch: '#076987' - # syngas - Sabatier: '#9850ad' - methanation: '#c44ce6' - methane: '#c44ce6' - helmeth: '#e899ff' - # synfuels - Fischer-Tropsch: '#25c49a' - liquid: '#25c49a' - kerosene for aviation: '#a1ffe6' - naphtha for industry: '#57ebc4' - methanolisation: '#83d6d5' - methanol: '#468c8b' - shipping methanol: '#468c8b' - # co2 - CC: '#f29dae' - CCS: '#f29dae' - CO2 sequestration: '#f29dae' - DAC: '#ff5270' - co2 stored: '#f2385a' - co2: '#f29dae' - co2 vent: '#ffd4dc' - CO2 pipeline: '#f5627f' - # emissions - process emissions CC: '#000000' - process emissions: '#222222' - process emissions to stored: '#444444' - process emissions to atmosphere: '#888888' - oil emissions: '#aaaaaa' - shipping oil emissions: "#555555" - shipping methanol emissions: '#666666' - land transport oil emissions: '#777777' - agriculture machinery oil emissions: '#333333' - # other - shipping: '#03a2ff' - power-to-heat: '#2fb537' - power-to-gas: '#c44ce6' - power-to-H2: '#ff29d9' - power-to-liquid: '#25c49a' - gas-to-power/heat: '#ee8340' - waste: '#e3d37d' - other: '#000000' - geothermal: '#ba91b1' - AC-AC: "#70af1d" - AC line: "#70af1d" - links: "#8a1caf" - HVDC links: "#8a1caf" - DC-DC: "#8a1caf" - DC link: "#8a1caf" +tech_colors: + # wind + onwind: "#235ebc" + onshore wind: "#235ebc" + offwind: "#6895dd" + offshore wind: "#6895dd" + offwind-ac: "#6895dd" + offshore wind (AC): "#6895dd" + offshore wind ac: "#6895dd" + offwind-dc: "#74c6f2" + offshore wind (DC): "#74c6f2" + offshore wind dc: "#74c6f2" + # water + hydro: '#298c81' + hydro reservoir: '#298c81' + ror: '#3dbfb0' + run of river: '#3dbfb0' + hydroelectricity: '#298c81' + PHS: '#51dbcc' + hydro+PHS: "#08ad97" + wave: '#a7d4cf' + # solar + solar: "#f9d002" + solar PV: "#f9d002" + solar thermal: '#ffbf2b' + solar rooftop: '#ffea80' + # gas + OCGT: '#e0986c' + OCGT marginal: '#e0986c' + OCGT-heat: '#e0986c' + gas boiler: '#db6a25' + gas boilers: '#db6a25' + gas boiler marginal: '#db6a25' + gas: '#e05b09' + fossil gas: '#e05b09' + natural gas: '#e05b09' + CCGT: '#a85522' + CCGT marginal: '#a85522' + allam: '#B98F76' + gas for industry co2 to atmosphere: '#692e0a' + gas for industry co2 to stored: '#8a3400' + gas for industry: '#853403' + gas for industry CC: '#692e0a' + gas pipeline: '#ebbca0' + gas pipeline new: '#a87c62' + # oil + oil: '#c9c9c9' + imported oil: '#c9c9c9' + oil boiler: '#717171' + agriculture machinery oil: '#dddddd' + shipping oil: "#989898" + land transport oil: '#afafaf' + # nuclear + Nuclear: '#ff8c00' + Nuclear marginal: '#ff8c00' + nuclear: '#ff8c00' + uranium: '#ff8c00' + # coal + Coal: '#545454' + coal: '#545454' + Coal marginal: '#545454' + solid: '#545454' + Lignite: '#826837' + lignite: '#826837' + Lignite marginal: '#826837' + # biomass + biogas: '#e3d37d' + biomass: '#baa741' + solid biomass: '#baa741' + solid biomass transport: '#baa741' + solid biomass for industry: '#7a6d26' + solid biomass for industry CC: '#47411c' + solid biomass for industry co2 from atmosphere: '#736412' + solid biomass for industry co2 to stored: '#47411c' + biomass boiler: '#8A9A5B' + biomass to liquid: '#32CD32' + BioSNG: '#123456' + # power transmission + lines: '#6c9459' + transmission lines: '#6c9459' + electricity distribution grid: '#97ad8c' + # electricity demand + Electric load: '#110d63' + electric demand: '#110d63' + electricity: '#110d63' + industry electricity: '#4c47ab' + industry new electricity: '#2d2a66' + agriculture electricity: '#494778' + # battery + EVs + battery: '#ace37f' + battery storage: '#ace37f' + home battery: '#80c944' + home battery storage: '#80c944' + BEV charger: '#baf238' + V2G: '#e5ffa8' + land transport EV: '#baf238' + Li ion: '#baf238' + # hot water storage + water tanks: '#e69487' + hot water storage: '#e69487' + hot water charging: '#e69487' + hot water discharging: '#e69487' + # heat demand + Heat load: '#cc1f1f' + heat: '#cc1f1f' + heat demand: '#cc1f1f' + rural heat: '#ff5c5c' + central heat: '#cc1f1f' + decentral heat: '#750606' + low-temperature heat for industry: '#8f2727' + process heat: '#ff0000' + agriculture heat: '#d9a5a5' + # heat supply + heat pumps: '#2fb537' + heat pump: '#2fb537' + air heat pump: '#36eb41' + ground heat pump: '#2fb537' + Ambient: '#98eb9d' + CHP: '#8a5751' + CHP CC: '#634643' + CHP heat: '#8a5751' + CHP electric: '#8a5751' + district heating: '#e8beac' + resistive heater: '#d8f9b8' + retrofitting: '#8487e8' + building retrofitting: '#8487e8' + # hydrogen + H2 for industry: "#f073da" + H2 for shipping: "#ebaee0" + H2: '#bf13a0' + hydrogen: '#bf13a0' + SMR: '#870c71' + SMR CC: '#4f1745' + H2 liquefaction: '#d647bd' + hydrogen storage: '#bf13a0' + H2 storage: '#bf13a0' + land transport fuel cell: '#6b3161' + H2 pipeline: '#f081dc' + H2 pipeline retrofitted: '#ba99b5' + H2 Fuel Cell: '#c251ae' + H2 Electrolysis: '#ff29d9' + # ammonia + NH3: '#46caf0' + ammonia: '#46caf0' + ammonia store: '#00ace0' + ammonia cracker: '#87d0e6' + Haber-Bosch: '#076987' + # syngas + Sabatier: '#9850ad' + methanation: '#c44ce6' + methane: '#c44ce6' + helmeth: '#e899ff' + # synfuels + Fischer-Tropsch: '#25c49a' + liquid: '#25c49a' + kerosene for aviation: '#a1ffe6' + naphtha for industry: '#57ebc4' + methanolisation: '#83d6d5' + methanol: '#468c8b' + shipping methanol: '#468c8b' + # co2 + CC: '#f29dae' + CCS: '#f29dae' + CO2 sequestration: '#f29dae' + DAC: '#ff5270' + co2 stored: '#f2385a' + co2: '#f29dae' + co2 vent: '#ffd4dc' + CO2 pipeline: '#f5627f' + # emissions + process emissions CC: '#000000' + process emissions: '#222222' + process emissions to stored: '#444444' + process emissions to atmosphere: '#888888' + oil emissions: '#aaaaaa' + shipping oil emissions: "#555555" + shipping methanol emissions: '#666666' + land transport oil emissions: '#777777' + agriculture machinery oil emissions: '#333333' + # other + shipping: '#03a2ff' + power-to-heat: '#2fb537' + power-to-gas: '#c44ce6' + power-to-H2: '#ff29d9' + power-to-liquid: '#25c49a' + gas-to-power/heat: '#ee8340' + waste: '#e3d37d' + other: '#000000' + geothermal: '#ba91b1' + AC-AC: "#70af1d" + AC line: "#70af1d" + links: "#8a1caf" + HVDC links: "#8a1caf" + DC-DC: "#8a1caf" + DC link: "#8a1caf" + load: "red" From 1a7e9c241afd82e0dcf32e869f3903ca3135e5b5 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 5 Apr 2023 18:17:52 +0200 Subject: [PATCH 051/608] remove output capital cost --- rules/solve_perfect.smk | 1 - 1 file changed, 1 deletion(-) diff --git a/rules/solve_perfect.smk b/rules/solve_perfect.smk index 2bdb59b8..41a1fd0b 100644 --- a/rules/solve_perfect.smk +++ b/rules/solve_perfect.smk @@ -157,7 +157,6 @@ rule make_summary_perfect: costs=RESULTS + "csvs/costs.csv", capacities=RESULTS + "csvs/capacities.csv", curtailment=RESULTS + "csvs/curtailment.csv", - capital_cost=RESULTS + "csvs/capital_cost.csv", energy=RESULTS + "csvs/energy.csv", supply=RESULTS + "csvs/supply.csv", supply_energy=RESULTS + "csvs/supply_energy.csv", From 91d2a4a05246bb44e37d5a516de51917300aad1b Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 5 Apr 2023 18:18:53 +0200 Subject: [PATCH 052/608] adjust plotting --- scripts/make_summary_perfect.py | 2 +- scripts/plot_summary.py | 9 ++++++++- 2 files changed, 9 insertions(+), 2 deletions(-) diff --git a/scripts/make_summary_perfect.py b/scripts/make_summary_perfect.py index 579c0402..73ce2d40 100644 --- a/scripts/make_summary_perfect.py +++ b/scripts/make_summary_perfect.py @@ -730,7 +730,7 @@ if __name__ == "__main__": networks_dict = { (clusters, lv, opts+sector_opts) : - "results/" + snakemake.config['run']["name"] + f'/postnetworks/elec_s{simpl}_{clusters}_l{lv}_{opts}_{sector_opts}_brownfield_all_years.nc' \ + "results/" + snakemake.config['run']["name"] + f'postnetworks/elec_s{simpl}_{clusters}_l{lv}_{opts}_{sector_opts}_brownfield_all_years.nc' \ for simpl in snakemake.config['scenario']['simpl'] \ for clusters in snakemake.config['scenario']['clusters'] \ for opts in snakemake.config['scenario']['opts'] \ diff --git a/scripts/plot_summary.py b/scripts/plot_summary.py index b771f079..8d811e53 100644 --- a/scripts/plot_summary.py +++ b/scripts/plot_summary.py @@ -42,7 +42,9 @@ def rename_techs(label): "resistive heater", "Fischer-Tropsch", "land transport fuel cell", - "land transport oil" + "land transport oil", + "H2 for industry", + "shipping oil" ] rename_if_contains_dict = { @@ -216,6 +218,11 @@ def plot_energy(): logger.info(f"Total energy of {round(df.sum()[0])} TWh/a") + if df.empty: + fig, ax = plt.subplots(figsize=(12, 8)) + fig.savefig(snakemake.output.energy, bbox_inches="tight") + return + new_index = preferred_order.intersection(df.index).append( df.index.difference(preferred_order) ) From a72a620a60ea69119dea30087d414ab252ed068d Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 5 Apr 2023 18:19:35 +0200 Subject: [PATCH 053/608] add global constraints in concat, adjust bio stores --- scripts/prepare_perfect_foresight.py | 33 +++++++++++++++++++++++++--- 1 file changed, 30 insertions(+), 3 deletions(-) diff --git a/scripts/prepare_perfect_foresight.py b/scripts/prepare_perfect_foresight.py index 06c8ffb7..17fc5257 100644 --- a/scripts/prepare_perfect_foresight.py +++ b/scripts/prepare_perfect_foresight.py @@ -52,6 +52,21 @@ def get_investment_weighting(time_weighting, r=0.01): axis=1, ) +def add_year_to_constraints(n, baseyear): + """ + Parameters + ---------- + n : pypsa.Network + baseyear : int + year in which optimized assets are built + """ + + for c in n.iterate_components(["GlobalConstraint"]): + + c.df["investment_period"] = baseyear + c.df.rename(index=lambda x: x + "-" + str(baseyear), inplace=True) + + # -------------------------------------------------------------------- def concat_networks(years): """Concat given pypsa networks and adds build_year. @@ -121,6 +136,12 @@ def concat_networks(years): n.snapshot_weightings.loc[year,:] = network.snapshot_weightings.values + + # (3) global constraints + for component in network.iterate_components(["GlobalConstraint"]): + add_year_to_constraints(n, year) + import_components_from_dataframe(n, component.df.index, component.name) + # set investment periods n.investment_periods = n.snapshots.levels[0] # weighting of the investment period -> assuming last period same weighting as the period before @@ -132,6 +153,7 @@ def concat_networks(years): n.investment_period_weightings["objective"] = objective_w # all former static loads are now time-dependent -> set static = 0 n.loads["p_set"] = 0 + n.loads_t.p_set.fillna(0,inplace=True) return n @@ -147,6 +169,11 @@ def adjust_stores(n): co2_i = n.stores[n.stores.carrier.isin(non_cyclic_store)].index n.stores.loc[co2_i, "e_cyclic_per_period"] = False n.stores.loc[co2_i, "e_cyclic"] = False + # e_initial at beginning of each investment period + e_initial_store = ["solid biomass", "biogas"] + co2_i = n.stores[n.stores.carrier.isin(e_initial_store)].index + n.stores.loc[co2_i, "e_initial"] *= 10 + n.stores.loc[co2_i, "e_nom"] *= 10 return n @@ -236,9 +263,9 @@ if __name__ == "__main__": 'prepare_perfect_foresight', simpl='', opts="", - clusters="45", - lv=1.0, - sector_opts='1p7-365H-T-H-B-I-A-solar+p3-dist1', + clusters="37", + ll=1.0, + sector_opts='cb40ex0-2190H-T-H-B-solar+p3-dist1', ) update_config_with_sector_opts(snakemake.config, snakemake.wildcards.sector_opts) From 5f554ab28fa326ddb140a655733d6adcd9a3cc65 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 6 Apr 2023 13:57:26 +0000 Subject: [PATCH 054/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/collect.smk | 2 + rules/solve_perfect.smk | 5 +- scripts/make_summary_perfect.py | 120 +++++++------------ scripts/plot_summary.py | 23 ++-- scripts/prepare_perfect_foresight.py | 169 +++++++++++++++------------ scripts/prepare_sector_network.py | 31 ++++- scripts/solve_network.py | 11 +- 7 files changed, 188 insertions(+), 173 deletions(-) diff --git a/rules/collect.smk b/rules/collect.smk index b76e8ced..1d7e21e5 100644 --- a/rules/collect.smk +++ b/rules/collect.smk @@ -65,6 +65,7 @@ rule solve_sector_networks: **config["scenario"] ), + rule solve_sector_networks_perfect: input: expand( @@ -73,6 +74,7 @@ rule solve_sector_networks_perfect: **config["scenario"] ), + rule plot_networks: input: expand( diff --git a/rules/solve_perfect.smk b/rules/solve_perfect.smk index 41a1fd0b..49561c36 100644 --- a/rules/solve_perfect.smk +++ b/rules/solve_perfect.smk @@ -172,10 +172,7 @@ rule make_summary_perfect: log: LOGS + "make_summary_perfect.log", benchmark: - ( - BENCHMARKS - + "make_summary_perfect" - ) + (BENCHMARKS + "make_summary_perfect") conda: "../envs/environment.yaml" script: diff --git a/scripts/make_summary_perfect.py b/scripts/make_summary_perfect.py index 73ce2d40..4f38b87a 100644 --- a/scripts/make_summary_perfect.py +++ b/scripts/make_summary_perfect.py @@ -4,39 +4,33 @@ # SPDX-License-Identifier: MIT """ -Create summary CSV files for all scenario runs with perfect foresight -including costs, capacities, capacity factors, curtailment, energy balances, -prices and other metrics. +Create summary CSV files for all scenario runs with perfect foresight including +costs, capacities, capacity factors, curtailment, energy balances, prices and +other metrics. """ -from six import iteritems - -import pandas as pd - import numpy as np - +import pandas as pd import pypsa - -from pypsa.descriptors import ( - nominal_attrs, - get_active_assets, -) - from _helpers import override_component_attrs - +from make_summary import ( + assign_carriers, + assign_locations, + calculate_cfs, + calculate_nodal_cfs, + calculate_nodal_costs, +) from prepare_sector_network import prepare_costs - -from make_summary import (assign_carriers, assign_locations, - calculate_cfs, calculate_nodal_cfs, - calculate_nodal_costs) +from pypsa.descriptors import get_active_assets, nominal_attrs +from six import iteritems idx = pd.IndexSlice opt_name = {"Store": "e", "Line": "s", "Transformer": "s"} -def calculate_costs(n, label, costs): +def calculate_costs(n, label, costs): investments = n.investment_periods cols = pd.MultiIndex.from_product( [ @@ -65,9 +59,7 @@ def calculate_costs(n, label, costs): n.investment_period_weightings["objective"] / n.investment_period_weightings["years"] ) - capital_costs_grouped = ( - capital_costs.groupby(c.df.carrier).sum().mul(discount) - ) + capital_costs_grouped = capital_costs.groupby(c.df.carrier).sum().mul(discount) capital_costs_grouped = pd.concat([capital_costs_grouped], keys=["capital"]) capital_costs_grouped = pd.concat([capital_costs_grouped], keys=[c.list_name]) @@ -176,7 +168,6 @@ def calculate_nodal_capacities(n, label, nodal_capacities): def calculate_capacities(n, label, capacities): - investments = n.investment_periods cols = pd.MultiIndex.from_product( [ @@ -202,9 +193,7 @@ def calculate_capacities(n, label, capacities): caps = c.df[opt_name.get(c.name, "p") + "_nom_opt"] caps = active.mul(caps, axis=0) capacities_grouped = ( - caps.groupby(c.df.carrier) - .sum() - .drop("load", errors="ignore") + caps.groupby(c.df.carrier).sum().drop("load", errors="ignore") ) capacities_grouped = pd.concat([capacities_grouped], keys=[c.list_name]) @@ -218,7 +207,6 @@ def calculate_capacities(n, label, capacities): def calculate_curtailment(n, label, curtailment): - avail = ( n.generators_t.p_max_pu.multiply(n.generators.p_nom_opt) .sum() @@ -233,9 +221,7 @@ def calculate_curtailment(n, label, curtailment): def calculate_energy(n, label, energy): - for c in n.iterate_components(n.one_port_components | n.branch_components): - if c.name in n.one_port_components: c_energies = ( c.pnl.p.multiply(n.snapshot_weightings, axis=0) @@ -265,7 +251,10 @@ def calculate_energy(n, label, energy): def calculate_supply(n, label, supply): - """calculate the max dispatch of each component at the buses aggregated by carrier""" + """ + Calculate the max dispatch of each component at the buses aggregated by + carrier. + """ bus_carriers = n.buses.carrier.unique() @@ -274,7 +263,6 @@ def calculate_supply(n, label, supply): bus_map.at[""] = False for c in n.iterate_components(n.one_port_components): - items = c.df.index[c.df.bus.map(bus_map).fillna(False)] if len(items) == 0: @@ -294,9 +282,7 @@ def calculate_supply(n, label, supply): supply.loc[s.index, label] = s for c in n.iterate_components(n.branch_components): - for end in [col[3:] for col in c.df.columns if col[:3] == "bus"]: - items = c.df.index[c.df["bus" + end].map(bus_map).fillna(False)] if len(items) == 0: @@ -317,7 +303,10 @@ def calculate_supply(n, label, supply): def calculate_supply_energy(n, label, supply_energy): - """calculate the total energy supply/consuption of each component at the buses aggregated by carrier""" + """ + Calculate the total energy supply/consuption of each component at the buses + aggregated by carrier. + """ investments = n.investment_periods cols = pd.MultiIndex.from_product( @@ -338,7 +327,6 @@ def calculate_supply_energy(n, label, supply_energy): bus_map.at[""] = False for c in n.iterate_components(n.one_port_components): - items = c.df.index[c.df.bus.map(bus_map).fillna(False)] if len(items) == 0: @@ -350,9 +338,11 @@ def calculate_supply_energy(n, label, supply_energy): weightings = n.snapshot_weightings.stores if i in ["oil", "co2", "H2"]: - if c.name=="Load": - c.df.loc[items, "carrier"] = [load.split("-202")[0] for load in items] - if i=="oil" and c.name=="Generator": + if c.name == "Load": + c.df.loc[items, "carrier"] = [ + load.split("-202")[0] for load in items + ] + if i == "oil" and c.name == "Generator": c.df.loc[items, "carrier"] = "imported oil" s = ( c.pnl.p[items] @@ -373,9 +363,7 @@ def calculate_supply_energy(n, label, supply_energy): supply_energy.loc[s.index, label] = s.values for c in n.iterate_components(n.branch_components): - for end in [col[3:] for col in c.df.columns if col[:3] == "bus"]: - items = c.df.index[c.df["bus" + str(end)].map(bus_map).fillna(False)] if len(items) == 0: @@ -405,7 +393,6 @@ def calculate_supply_energy(n, label, supply_energy): def calculate_metrics(n, label, metrics): - metrics = metrics.reindex( pd.Index( [ @@ -438,15 +425,10 @@ def calculate_metrics(n, label, metrics): def calculate_prices(n, label, prices): - prices = prices.reindex(prices.index.union(n.buses.carrier.unique())) # WARNING: this is time-averaged, see weighted_prices for load-weighted average - prices[label] = ( - n.buses_t.marginal_price.mean() - .groupby(n.buses.carrier) - .mean() - ) + prices[label] = n.buses_t.marginal_price.mean().groupby(n.buses.carrier).mean() return prices @@ -484,7 +466,6 @@ def calculate_weighted_prices(n, label, weighted_prices): } for carrier in link_loads: - if carrier == "electricity": suffix = "" elif carrier[:5] == "space": @@ -503,7 +484,6 @@ def calculate_weighted_prices(n, label, weighted_prices): load = n.loads_t.p_set.reindex(buses, axis=1) for tech in link_loads[carrier]: - names = n.links.index[n.links.index.to_series().str[-len(tech) :] == tech] if names.empty: @@ -585,7 +565,6 @@ def calculate_market_values(n, label, market_values): def calculate_price_statistics(n, label, price_statistics): - price_statistics = price_statistics.reindex( price_statistics.index.union( pd.Index(["zero_hours", "mean", "standard_deviation"]) @@ -604,9 +583,7 @@ def calculate_price_statistics(n, label, price_statistics): df.shape[0] * df.shape[1] ) - price_statistics.at["mean", label] = ( - n.buses_t.marginal_price[buses].mean().mean() - ) + price_statistics.at["mean", label] = n.buses_t.marginal_price[buses].mean().mean() price_statistics.at["standard_deviation", label] = ( n.buses_t.marginal_price[buses].droplevel(0).unstack().std() @@ -616,7 +593,6 @@ def calculate_price_statistics(n, label, price_statistics): def calculate_co2_emissions(n, label, df): - carattr = "co2_emissions" emissions = n.carriers.query(f"{carattr} != 0")[carattr] @@ -642,11 +618,7 @@ def calculate_co2_emissions(n, label, df): emitted = n.generators_t.p[gens.index].mul(em_pu) emitted_grouped = ( - emitted.groupby(level=0) - .sum() - .groupby(n.generators.carrier, axis=1) - .sum() - .T + emitted.groupby(level=0).sum().groupby(n.generators.carrier, axis=1).sum().T ) df = df.reindex(emitted_grouped.index.union(df.index)) @@ -681,7 +653,6 @@ outputs = [ def make_summaries(networks_dict): - columns = pd.MultiIndex.from_tuples( networks_dict.keys(), names=["cluster", "lv", "opt"] ) @@ -694,9 +665,7 @@ def make_summaries(networks_dict): for label, filename in iteritems(networks_dict): print(label, filename) try: - n = pypsa.Network( - filename, override_component_attrs=overrides - ) + n = pypsa.Network(filename, override_component_attrs=overrides) except OSError: print(label, " not solved yet.") continue @@ -715,33 +684,32 @@ def make_summaries(networks_dict): def to_csv(df): - for key in df: df[key] = df[key].apply(lambda x: pd.to_numeric(x)) df[key].to_csv(snakemake.output[key]) -#%% +# %% if __name__ == "__main__": # Detect running outside of snakemake and mock snakemake for testing if "snakemake" not in globals(): from _helpers import mock_snakemake - snakemake = mock_snakemake('make_summary_perfect') + + snakemake = mock_snakemake("make_summary_perfect") networks_dict = { - (clusters, lv, opts+sector_opts) : - "results/" + snakemake.config['run']["name"] + f'postnetworks/elec_s{simpl}_{clusters}_l{lv}_{opts}_{sector_opts}_brownfield_all_years.nc' \ - for simpl in snakemake.config['scenario']['simpl'] \ - for clusters in snakemake.config['scenario']['clusters'] \ - for opts in snakemake.config['scenario']['opts'] \ - for sector_opts in snakemake.config['scenario']['sector_opts'] \ - for lv in snakemake.config['scenario']['ll'] \ + (clusters, lv, opts + sector_opts): "results/" + + snakemake.config["run"]["name"] + + f"postnetworks/elec_s{simpl}_{clusters}_l{lv}_{opts}_{sector_opts}_brownfield_all_years.nc" + for simpl in snakemake.config["scenario"]["simpl"] + for clusters in snakemake.config["scenario"]["clusters"] + for opts in snakemake.config["scenario"]["opts"] + for sector_opts in snakemake.config["scenario"]["sector_opts"] + for lv in snakemake.config["scenario"]["ll"] } - print(networks_dict) - nyears = 1 costs_db = prepare_costs( snakemake.input.costs, diff --git a/scripts/plot_summary.py b/scripts/plot_summary.py index 8d811e53..9f6e55b4 100644 --- a/scripts/plot_summary.py +++ b/scripts/plot_summary.py @@ -44,7 +44,7 @@ def rename_techs(label): "land transport fuel cell", "land transport oil", "H2 for industry", - "shipping oil" + "shipping oil", ] rename_if_contains_dict = { @@ -277,7 +277,6 @@ def plot_balances(): i for i in balances_df.index.levels[0] if i not in co2_carriers ] - for k, v in balances.items(): df = balances_df.loc[v] df = df.groupby(df.index.get_level_values(2)).sum() @@ -462,18 +461,21 @@ def plot_carbon_budget_distribution(input_eurostat, input_eea): plt.rcParams["xtick.labelsize"] = 20 plt.rcParams["ytick.labelsize"] = 20 - path_cb = "results/" + snakemake.params.RDIR + "csvs/" countries = snakemake.config["countries"] emissions_scope = snakemake.config["energy"]["emissions"] # this only affects the estimation of CO2 emissions for BA, RS, AL, ME, MK report_year = snakemake.config["energy"]["eurostat_report_year"] e_1990 = co2_emissions_year( - countries, input_eurostat, input_eea, opts, emissions_scope, - report_year, year=1990 + countries, + input_eurostat, + input_eea, + opts, + emissions_scope, + report_year, + year=1990, ) - CO2_CAP = pd.read_csv(path_cb + "carbon_budget_distribution.csv", index_col=0) plt.figure(figsize=(10, 7)) @@ -483,7 +485,6 @@ def plot_carbon_budget_distribution(input_eurostat, input_eea): ax1.set_ylim([0, 5]) ax1.set_xlim([1990, snakemake.config["scenario"]["planning_horizons"][-1] + 1]) - ax1.plot(e_1990 * CO2_CAP[o], linewidth=3, color="dodgerblue", label=None) emissions = historical_emissions(countries) @@ -560,7 +561,8 @@ def plot_carbon_budget_distribution(input_eurostat, input_eea): path_cb_plot = "results/" + snakemake.params.RDIR + "/graphs/" plt.savefig(path_cb_plot + "carbon_budget_plot.pdf", dpi=300) -#%% + +# %% if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake @@ -581,5 +583,6 @@ if __name__ == "__main__": opts = sector_opts.split("-") for o in opts: if "cb" in o: - plot_carbon_budget_distribution(snakemake.input.eurostat, - snakemake.input.co2) + plot_carbon_budget_distribution( + snakemake.input.eurostat, snakemake.input.co2 + ) diff --git a/scripts/prepare_perfect_foresight.py b/scripts/prepare_perfect_foresight.py index 17fc5257..ba07e178 100644 --- a/scripts/prepare_perfect_foresight.py +++ b/scripts/prepare_perfect_foresight.py @@ -7,43 +7,50 @@ Concats pypsa networks of single investment periods to one network. """ -import pypsa -import pandas as pd -from _helpers import override_component_attrs, update_config_with_sector_opts -from pypsa.io import import_components_from_dataframe -from add_existing_baseyear import add_build_year_to_new_assets -from six import iterkeys -from pypsa.descriptors import expand_series -import re import logging +import re + +import pandas as pd +import pypsa +from _helpers import override_component_attrs, update_config_with_sector_opts +from add_existing_baseyear import add_build_year_to_new_assets +from pypsa.descriptors import expand_series +from pypsa.io import import_components_from_dataframe +from six import iterkeys + logger = logging.getLogger(__name__) + # helper functions --------------------------------------------------- def get_missing(df, n, c): - """Get in network n missing assets of df for component c. + """ + Get in network n missing assets of df for component c. - Input: - df: pandas DataFrame, static values of pypsa components - n : pypsa Network to which new assets should be added - c : string, pypsa component.list_name (e.g. "generators") - Return: - pd.DataFrame with static values of missing assets - """ + Input: + df: pandas DataFrame, static values of pypsa components + n : pypsa Network to which new assets should be added + c : string, pypsa component.list_name (e.g. "generators") + Return: + pd.DataFrame with static values of missing assets + """ df_final = getattr(n, c) missing_i = df.index.difference(df_final.index) return df.loc[missing_i] def get_social_discount(t, r=0.01): - """Calculate for a given time t the social discount.""" + """ + Calculate for a given time t the social discount. + """ return 1 / (1 + r) ** t def get_investment_weighting(time_weighting, r=0.01): - """Define cost weighting. + """ + Define cost weighting. - Returns cost weightings depending on the the time_weighting (pd.Series) - and the social discountrate r + Returns cost weightings depending on the the time_weighting + (pd.Series) and the social discountrate r """ end = time_weighting.cumsum() start = time_weighting.cumsum().shift().fillna(0) @@ -52,6 +59,7 @@ def get_investment_weighting(time_weighting, r=0.01): axis=1, ) + def add_year_to_constraints(n, baseyear): """ Parameters @@ -62,28 +70,27 @@ def add_year_to_constraints(n, baseyear): """ for c in n.iterate_components(["GlobalConstraint"]): - c.df["investment_period"] = baseyear c.df.rename(index=lambda x: x + "-" + str(baseyear), inplace=True) # -------------------------------------------------------------------- def concat_networks(years): - """Concat given pypsa networks and adds build_year. + """ + Concat given pypsa networks and adds build_year. - Return: - n : pypsa.Network for the whole planning horizon - - """ + Return: + n : pypsa.Network for the whole planning horizon + """ # input paths of sector coupling networks network_paths = [snakemake.input.brownfield_network] + [ - snakemake.input[f"network_{year}"] for year in years[1:]] + snakemake.input[f"network_{year}"] for year in years[1:] + ] # final concatenated network overrides = override_component_attrs(snakemake.input.overrides) n = pypsa.Network(override_component_attrs=overrides) - # iterate over single year networks and concat to perfect foresight network for i, network_path in enumerate(network_paths): year = years[i] @@ -102,7 +109,6 @@ def concat_networks(years): for component in network.iterate_components( ["Generator", "Link", "Store", "Load", "Line", "StorageUnit"] ): - df_year = component.df.copy() missing = get_missing(df_year, n, component.list_name) @@ -117,14 +123,14 @@ def concat_networks(years): pnl = getattr(n, component.list_name + "_t") for k in iterkeys(component.pnl): pnl_year = component.pnl[k].copy().reindex(snapshots, level=1) - if pnl_year.empty and ~(component.name=="Load" and k=="p_set"): continue + if pnl_year.empty and ~(component.name == "Load" and k == "p_set"): + continue if component.name == "Load": static_load = network.loads.loc[network.loads.p_set != 0] - static_load_t = expand_series( - static_load.p_set, network_sns - ).T - pnl_year = pd.concat([pnl_year.reindex(network_sns), - static_load_t], axis=1) + static_load_t = expand_series(static_load.p_set, network_sns).T + pnl_year = pd.concat( + [pnl_year.reindex(network_sns), static_load_t], axis=1 + ) columns = (pnl[k].columns.union(pnl_year.columns)).unique() pnl[k] = pnl[k].reindex(columns=columns) pnl[k].loc[pnl_year.index, pnl_year.columns] = pnl_year @@ -134,8 +140,7 @@ def concat_networks(years): cols = pnl_year.columns.difference(pnl[k].columns) pnl[k] = pd.concat([pnl[k], pnl_year[cols]], axis=1) - - n.snapshot_weightings.loc[year,:] = network.snapshot_weightings.values + n.snapshot_weightings.loc[year, :] = network.snapshot_weightings.values # (3) global constraints for component in network.iterate_components(["GlobalConstraint"]): @@ -148,18 +153,22 @@ def concat_networks(years): time_w = n.investment_periods.to_series().diff().shift(-1).fillna(method="ffill") n.investment_period_weightings["years"] = time_w # set objective weightings - objective_w = get_investment_weighting(n.investment_period_weightings["years"], - social_discountrate) + objective_w = get_investment_weighting( + n.investment_period_weightings["years"], social_discountrate + ) n.investment_period_weightings["objective"] = objective_w # all former static loads are now time-dependent -> set static = 0 n.loads["p_set"] = 0 - n.loads_t.p_set.fillna(0,inplace=True) + n.loads_t.p_set.fillna(0, inplace=True) return n + def adjust_stores(n): - """Make sure that stores still behave cyclic over one year and not whole - modelling horizon.""" + """ + Make sure that stores still behave cyclic over one year and not whole + modelling horizon. + """ # cylclic constraint cyclic_i = n.stores[n.stores.e_cyclic].index n.stores.loc[cyclic_i, "e_cyclic_per_period"] = True @@ -177,42 +186,50 @@ def adjust_stores(n): return n + def set_phase_out(n, carrier, ct, phase_out_year): - """Set planned phase outs for given carrier,country (ct) and planned year - of phase out (phase_out_year).""" - df = n.links[(n.links.carrier.isin(carrier))& (n.links.bus1.str[:2]==ct)] + """ + Set planned phase outs for given carrier,country (ct) and planned year of + phase out (phase_out_year). + """ + df = n.links[(n.links.carrier.isin(carrier)) & (n.links.bus1.str[:2] == ct)] # assets which are going to be phased out before end of their lifetime assets_i = df[df[["build_year", "lifetime"]].sum(axis=1) > phase_out_year].index build_year = n.links.loc[assets_i, "build_year"] # adjust lifetime n.links.loc[assets_i, "lifetime"] = (phase_out_year - build_year).astype(float) + def set_all_phase_outs(n): # TODO move this to a csv or to the config - planned= [(["nuclear"], "DE", 2022), - (["nuclear"], "BE", 2025), - (["nuclear"], "ES", 2027), - (["coal", "lignite"], "DE", 2038), - (["coal", "lignite"], "ES", 2027), - (["coal", "lignite"], "FR", 2022), - (["coal", "lignite"], "GB", 2024), - (["coal", "lignite"], "IT", 2025)] + planned = [ + (["nuclear"], "DE", 2022), + (["nuclear"], "BE", 2025), + (["nuclear"], "ES", 2027), + (["coal", "lignite"], "DE", 2038), + (["coal", "lignite"], "ES", 2027), + (["coal", "lignite"], "FR", 2022), + (["coal", "lignite"], "GB", 2024), + (["coal", "lignite"], "IT", 2025), + ] for carrier, ct, phase_out_year in planned: - set_phase_out(n, carrier,ct, phase_out_year) + set_phase_out(n, carrier, ct, phase_out_year) # remove assets which are already phased out - remove_i = n.links[n.links[["build_year", "lifetime"]].sum(axis=1) Date: Sat, 22 Apr 2023 20:33:38 +0200 Subject: [PATCH 055/608] Address pandas deprecation of date_parser for pandas.read_csv --- doc/release_notes.rst | 2 ++ envs/environment.yaml | 2 +- scripts/build_electricity_demand.py | 5 +---- 3 files changed, 4 insertions(+), 5 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index f859646b..7f4dac1c 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -17,6 +17,8 @@ Upcoming Release * Renamed script file from PyPSA-EUR ``build_load_data`` to ``build_electricity_demand``. +* Adressed deprecation warnings for ``pandas=2.0``. ``pandas=2.0`` is now minimum requirement. + PyPSA-Eur 0.8.0 (18th March 2023) ================================= diff --git a/envs/environment.yaml b/envs/environment.yaml index 0a9891a5..baa84f69 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -26,7 +26,7 @@ dependencies: - lxml - powerplantmatching>=0.5.5 - numpy<1.24 -- pandas>=1.4 +- pandas>=2.0 - geopandas>=0.11.0 - xarray - rioxarray diff --git a/scripts/build_electricity_demand.py b/scripts/build_electricity_demand.py index b86b4a5f..790a958f 100755 --- a/scripts/build_electricity_demand.py +++ b/scripts/build_electricity_demand.py @@ -80,11 +80,8 @@ def load_timeseries(fn, years, countries, powerstatistics=True): def rename(s): return s[: -len(pattern)] - def date_parser(x): - return dateutil.parser.parse(x, ignoretz=True) - return ( - pd.read_csv(fn, index_col=0, parse_dates=[0], date_parser=date_parser) + pd.read_csv(fn, index_col=0, parse_dates=[0], date_format="%Y-%m-%dT%H:%M:%SZ") .filter(like=pattern) .rename(columns=rename) .dropna(how="all", axis=0) From f4ff3dffc2567dd6cef17f4459bb9a5ef3818d64 Mon Sep 17 00:00:00 2001 From: Fabian Hofmann Date: Mon, 24 Apr 2023 13:09:04 +0200 Subject: [PATCH 056/608] Update doc/release_notes.rst --- doc/release_notes.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 7f4dac1c..120e8fbd 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -17,7 +17,7 @@ Upcoming Release * Renamed script file from PyPSA-EUR ``build_load_data`` to ``build_electricity_demand``. -* Adressed deprecation warnings for ``pandas=2.0``. ``pandas=2.0`` is now minimum requirement. +* Addressed deprecation warnings for ``pandas=2.0``. ``pandas=2.0`` is now minimum requirement. PyPSA-Eur 0.8.0 (18th March 2023) ================================= From 7530c42fbe39d2dfb0879e648b6c02c2d2737a48 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 1 Aug 2023 06:43:45 +0000 Subject: [PATCH 057/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/build_electricity.smk | 40 +++++++++++-------- rules/retrieve.smk | 1 - .../determine_availability_matrix_MD_UA.py | 6 +-- 3 files changed, 27 insertions(+), 20 deletions(-) diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index f3819230..a94c29f5 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -205,24 +205,31 @@ rule build_ship_raster: rule determine_availability_matrix_MD_UA: input: - copernicus=RESOURCES + "Copernicus_LC100_global_v3.0.1_2019-nrt_Discrete-Classification-map_EPSG-4326.tif", - gebco=lambda w: ("data/bundle/GEBCO_2014_2D.nc" - if "max_depth" in config["renewable"][w.technology].keys() - else []), - country_shapes=RESOURCES + 'country_shapes.geojson', - offshore_shapes=RESOURCES + 'offshore_shapes.geojson', - regions=lambda w: (RESOURCES + "regions_onshore.geojson" - if w.technology in ('onwind', 'solar') - else RESOURCES + "regions_offshore.geojson"), - cutout=lambda w: "cutouts/" + CDIR + config["renewable"][w.technology]['cutout'] + ".nc" + copernicus=RESOURCES + + "Copernicus_LC100_global_v3.0.1_2019-nrt_Discrete-Classification-map_EPSG-4326.tif", + gebco=lambda w: ( + "data/bundle/GEBCO_2014_2D.nc" + if "max_depth" in config["renewable"][w.technology].keys() + else [] + ), + country_shapes=RESOURCES + "country_shapes.geojson", + offshore_shapes=RESOURCES + "offshore_shapes.geojson", + regions=lambda w: ( + RESOURCES + "regions_onshore.geojson" + if w.technology in ("onwind", "solar") + else RESOURCES + "regions_offshore.geojson" + ), + cutout=lambda w: "cutouts/" + + CDIR + + config["renewable"][w.technology]["cutout"] + + ".nc", output: availability_matrix=RESOURCES + "availability_matrix_MD-UA_{technology}.nc", log: LOGS + "determine_availability_matrix_MD_UA_{technology}.log", - threads: - ATLITE_NPROCESSES + threads: ATLITE_NPROCESSES resources: - mem_mb=ATLITE_NPROCESSES * 5000 + mem_mb=ATLITE_NPROCESSES * 5000, conda: "../envs/environment.yaml" script: @@ -232,7 +239,8 @@ rule determine_availability_matrix_MD_UA: # Optional input when having Ukraine (UA) or Moldova (MD) in the countries list if {"UA", "MD"}.intersection(set(config["countries"])): opt = { - "availability_matrix_MD_UA": RESOURCES + "availability_matrix_MD-UA_{technology}.nc" + "availability_matrix_MD_UA": RESOURCES + + "availability_matrix_MD-UA_{technology}.nc" } else: opt = {} @@ -242,6 +250,7 @@ rule build_renewable_profiles: params: renewable=config["renewable"], input: + **opt, base_network=RESOURCES + "networks/base.nc", corine=ancient("data/bundle/corine/g250_clc06_V18_5.tif"), natura=lambda w: ( @@ -272,7 +281,6 @@ rule build_renewable_profiles: + CDIR + config["renewable"][w.technology]["cutout"] + ".nc", - **opt output: profile=RESOURCES + "profile_{technology}.nc", log: @@ -365,7 +373,7 @@ rule add_electricity: geth_hydro_capacities="data/geth2015_hydro_capacities.csv", load=RESOURCES + "load.csv", nuts3_shapes=RESOURCES + "nuts3_shapes.geojson", - ua_md_gdp='data/GDP_PPP_30arcsec_v3_mapped_default.csv', + ua_md_gdp="data/GDP_PPP_30arcsec_v3_mapped_default.csv", output: RESOURCES + "networks/elec.nc", log: diff --git a/rules/retrieve.smk b/rules/retrieve.smk index 31a84edb..9e572a14 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -205,4 +205,3 @@ if config["enable"]["retrieve"]: output: RESOURCES + "Copernicus_LC100_global_v3.0.1_2019-nrt_Discrete-Classification-map_EPSG-4326.tif", run: move(input[0], output[0]) - diff --git a/scripts/determine_availability_matrix_MD_UA.py b/scripts/determine_availability_matrix_MD_UA.py index 037ee196..1e45a176 100644 --- a/scripts/determine_availability_matrix_MD_UA.py +++ b/scripts/determine_availability_matrix_MD_UA.py @@ -3,13 +3,13 @@ # # SPDX-License-Identifier: MIT -import geopandas as gpd -import numpy as np import functools -import atlite import logging import time +import atlite +import geopandas as gpd +import numpy as np from _helpers import configure_logging logger = logging.getLogger(__name__) From 2d03da7fa2b22f54266f130e487f4b5568b256e2 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 1 Aug 2023 08:50:28 +0200 Subject: [PATCH 058/608] remove accidentally added config.default.yaml in root --- config.default.yaml | 440 -------------------------------------------- 1 file changed, 440 deletions(-) delete mode 100755 config.default.yaml diff --git a/config.default.yaml b/config.default.yaml deleted file mode 100755 index 95e254df..00000000 --- a/config.default.yaml +++ /dev/null @@ -1,440 +0,0 @@ -# SPDX-FileCopyrightText: : 2017-2023 The PyPSA-Eur Authors -# -# SPDX-License-Identifier: CC0-1.0 - -version: 0.7.0 -tutorial: false - -logging: - level: INFO - format: '%(levelname)s:%(name)s:%(message)s' - -run: - name: "" # use this to keep track of runs with different settings - shared_cutouts: false # set to true to share the default cutout(s) across runs - - -scenario: - simpl: [''] - ll: ['copt'] - clusters: [39, 128, 256, 512, 1024] - opts: [Co2L-3H] - -countries: ['AL', 'AT', 'BA', 'BE', 'BG', 'CH', 'CZ', 'DE', 'DK', 'EE', 'ES', 'FI', 'FR', 'GB', 'GR', 'HR', 'HU', 'IE', 'IT', 'LT', 'LU', 'LV', 'ME', 'MD', 'MK', 'NL', 'NO', 'PL', 'PT', 'RO', 'RS', 'SE', 'SI', 'SK', 'UA'] - -snapshots: - start: "2013-01-01" - end: "2014-01-01" - inclusive: 'left' # include start, not end - -enable: - prepare_links_p_nom: false - retrieve_databundle: true - retrieve_cost_data: true - build_cutout: false - retrieve_cutout: true - build_natura_raster: false - retrieve_natura_raster: true - custom_busmap: false - -electricity: - voltages: [220., 300., 380., 750.] - gaslimit: false # global gas usage limit of X MWh_th - co2limit: 9.59e+7 # 0.05 * co2base - co2base: 1.918e+9 - agg_p_nom_limits: data/agg_p_nom_minmax.csv - - operational_reserve: # like https://genxproject.github.io/GenX/dev/core/#Reserves - activate: false - epsilon_load: 0.02 # share of total load - epsilon_vres: 0.02 # share of total renewable supply - contingency: 4000 # fixed capacity in MW - - max_hours: - battery: 6 - H2: 168 - - extendable_carriers: - Generator: [solar, onwind, offwind-ac, offwind-dc, OCGT] - StorageUnit: [] # battery, H2 - Store: [battery, H2] - Link: [] # H2 pipeline - - # use pandas query strings here, e.g. Country not in ['Germany'] - powerplants_filter: (DateOut >= 2022 or DateOut != DateOut) - # use pandas query strings here, e.g. Country in ['Germany'] - custom_powerplants: false - - conventional_carriers: [nuclear, oil, OCGT, CCGT, coal, lignite, geothermal, biomass] - renewable_carriers: [solar, onwind, offwind-ac, offwind-dc, hydro] - - estimate_renewable_capacities: - enable: true - # Add capacities from OPSD data - from_opsd: true - # Renewable capacities are based on existing capacities reported by IRENA - year: 2020 - # Artificially limit maximum capacities to factor * (IRENA capacities), - # i.e. 110% of 's capacities => expansion_limit: 1.1 - # false: Use estimated renewable potentials determine by the workflow - expansion_limit: false - technology_mapping: - # Wind is the Fueltype in powerplantmatching, onwind, offwind-{ac,dc} the carrier in PyPSA-Eur - Offshore: [offwind-ac, offwind-dc] - Onshore: [onwind] - PV: [solar] - -atlite: - nprocesses: 4 - show_progress: false # false saves time - cutouts: - # use 'base' to determine geographical bounds and time span from config - # base: - # module: era5 - europe-2013-era5: - module: era5 # in priority order - dx: 0.3 - dy: 0.3 - europe-2013-sarah: - module: [sarah, era5] # in priority order - dx: 0.2 - dy: 0.2 - sarah_interpolate: false - sarah_dir: - features: [influx, temperature] - - -renewable: - onwind: - cutout: europe-2013-era5 - resource: - method: wind - turbine: Vestas_V112_3MW - capacity_per_sqkm: 3 # ScholzPhd Tab 4.3.1: 10MW/km^2 and assuming 30% fraction of the already restricted - # area is available for installation of wind generators due to competing land use and likely public - # acceptance issues. - # correction_factor: 0.93 - corine: - # Scholz, Y. (2012). Renewable energy based electricity supply at low costs: - # development of the REMix model and application for Europe. ( p.42 / p.28) - grid_codes: [12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 32] - distance: 1000 - distance_grid_codes: [1, 2, 3, 4, 5, 6] - natura: true - excluder_resolution: 100 - potential: simple # or conservative - clip_p_max_pu: 1.e-2 - offwind-ac: - cutout: europe-2013-era5 - resource: - method: wind - turbine: NREL_ReferenceTurbine_5MW_offshore - capacity_per_sqkm: 2 # ScholzPhd Tab 4.3.1: 10MW/km^2 and assuming 20% fraction of the already restricted - # area is available for installation of wind generators due to competing land use and likely public - # acceptance issues. - correction_factor: 0.8855 - # proxy for wake losses - # from 10.1016/j.energy.2018.08.153 - # until done more rigorously in #153 - corine: [44, 255] - natura: true - ship_threshold: 400 - max_depth: 50 - max_shore_distance: 30000 - excluder_resolution: 200 - potential: simple # or conservative - clip_p_max_pu: 1.e-2 - offwind-dc: - cutout: europe-2013-era5 - resource: - method: wind - turbine: NREL_ReferenceTurbine_5MW_offshore - capacity_per_sqkm: 2 # ScholzPhd Tab 4.3.1: 10MW/km^2 and assuming 20% fraction of the already restricted - # area is available for installation of wind generators due to competing land use and likely public - # acceptance issues. - correction_factor: 0.8855 - # proxy for wake losses - # from 10.1016/j.energy.2018.08.153 - # until done more rigorously in #153 - corine: [44, 255] - natura: true - ship_threshold: 400 - max_depth: 50 - min_shore_distance: 30000 - excluder_resolution: 200 - potential: simple # or conservative - clip_p_max_pu: 1.e-2 - solar: - cutout: europe-2013-sarah - resource: - method: pv - panel: CSi - orientation: - slope: 35. - azimuth: 180. - capacity_per_sqkm: 1.7 # ScholzPhd Tab 4.3.1: 170 MW/km^2 and assuming 1% of the area can be used for solar PV panels - # Correction factor determined by comparing uncorrected area-weighted full-load hours to those - # published in Supplementary Data to - # Pietzcker, Robert Carl, et al. "Using the sun to decarbonize the power - # sector: The economic potential of photovoltaics and concentrating solar - # power." Applied Energy 135 (2014): 704-720. - # This correction factor of 0.854337 may be in order if using reanalysis data. - # for discussion refer to https://github.com/PyPSA/pypsa-eur/pull/304 - # correction_factor: 0.854337 - corine: [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 26, 31, 32] - natura: true - excluder_resolution: 100 - potential: simple # or conservative - clip_p_max_pu: 1.e-2 - hydro: - cutout: europe-2013-era5 - carriers: [ror, PHS, hydro] - PHS_max_hours: 6 - hydro_max_hours: "energy_capacity_totals_by_country" # one of energy_capacity_totals_by_country, estimate_by_large_installations or a float - clip_min_inflow: 1.0 - -conventional: - nuclear: - p_max_pu: "data/nuclear_p_max_pu.csv" # float of file name - -lines: - types: - 220.: "Al/St 240/40 2-bundle 220.0" - 300.: "Al/St 240/40 3-bundle 300.0" - 380.: "Al/St 240/40 4-bundle 380.0" - 750.: "Al/St 560/50 4-bundle 750.0" - s_max_pu: 0.7 - s_nom_max: .inf - length_factor: 1.25 - under_construction: 'zero' # 'zero': set capacity to zero, 'remove': remove, 'keep': with full capacity - -links: - p_max_pu: 1.0 - p_nom_max: .inf - include_tyndp: true - under_construction: 'zero' # 'zero': set capacity to zero, 'remove': remove, 'keep': with full capacity - -transformers: - x: 0.1 - s_nom: 2000. - type: '' - -load: - power_statistics: true # only for files from <2019; set false in order to get ENTSOE transparency data - interpolate_limit: 3 # data gaps up until this size are interpolated linearly - time_shift_for_large_gaps: 1w # data gaps up until this size are copied by copying from - manual_adjustments: true # false - scaling_factor: 1.0 - -costs: - year: 2030 - version: v0.5.0 - rooftop_share: 0.14 # based on the potentials, assuming (0.1 kW/m2 and 10 m2/person) - fill_values: - FOM: 0 - VOM: 0 - efficiency: 1 - fuel: 0 - investment: 0 - lifetime: 25 - "CO2 intensity": 0 - "discount rate": 0.07 - marginal_cost: - solar: 0.01 - onwind: 0.015 - offwind: 0.015 - hydro: 0. - H2: 0. - electrolysis: 0. - fuel cell: 0. - battery: 0. - battery inverter: 0. - emission_prices: # in currency per tonne emission, only used with the option Ep - co2: 0. - -clustering: - simplify_network: - to_substations: false # network is simplified to nodes with positive or negative power injection (i.e. substations or offwind connections) - algorithm: kmeans # choose from: [hac, kmeans] - feature: solar+onwind-time # only for hac. choose from: [solar+onwind-time, solar+onwind-cap, solar-time, solar-cap, solar+offwind-cap] etc. - exclude_carriers: [] - remove_stubs: true - remove_stubs_across_borders: true - cluster_network: - algorithm: kmeans - feature: solar+onwind-time - exclude_carriers: [] - aggregation_strategies: - generators: - p_nom_max: sum # use "min" for more conservative assumptions - p_nom_min: sum - p_min_pu: mean - marginal_cost: mean - committable: any - ramp_limit_up: max - ramp_limit_down: max - efficiency: mean - -solving: - #tmpdir: "path/to/tmp" - options: - formulation: kirchhoff - clip_p_max_pu: 1.e-2 - load_shedding: false - noisy_costs: true - skip_iterations: true - track_iterations: false - min_iterations: 4 - max_iterations: 6 - keep_shadowprices: - - Bus - - Line - - Link - - Transformer - - GlobalConstraint - - Generator - - Store - - StorageUnit - - solver: - name: gurobi - options: gurobi-default - - solver_options: - highs-default: - # refer to https://ergo-code.github.io/HiGHS/options/definitions.html#solver - threads: 4 - solver: "ipm" - run_crossover: "off" - small_matrix_value: 1e-6 - large_matrix_value: 1e9 - primal_feasibility_tolerance: 1e-5 - dual_feasibility_tolerance: 1e-5 - ipm_optimality_tolerance: 1e-4 - parallel: "on" - random_seed: 123 - gurobi-default: - threads: 4 - method: 2 # barrier - crossover: 0 - BarConvTol: 1.e-6 - Seed: 123 - AggFill: 0 - PreDual: 0 - GURO_PAR_BARDENSETHRESH: 200 - seed: 10 # Consistent seed for all plattforms - gurobi-numeric-focus: - name: gurobi - NumericFocus: 3 # Favour numeric stability over speed - method: 2 # barrier - crossover: 0 # do not use crossover - BarHomogeneous: 1 # Use homogeneous barrier if standard does not converge - BarConvTol: 1.e-5 - FeasibilityTol: 1.e-4 - OptimalityTol: 1.e-4 - ObjScale: -0.5 - threads: 8 - Seed: 123 - gurobi-fallback: # Use gurobi defaults - name: gurobi - crossover: 0 - method: 2 # barrier - BarHomogeneous: 1 # Use homogeneous barrier if standard does not converge - BarConvTol: 1.e-5 - FeasibilityTol: 1.e-5 - OptimalityTol: 1.e-5 - Seed: 123 - threads: 8 - cplex-default: - threads: 4 - lpmethod: 4 # barrier - solutiontype: 2 # non basic solution, ie no crossover - barrier_convergetol: 1.e-5 - feasopt_tolerance: 1.e-6 - cbc-default: {} # Used in CI - glpk-default: {} # Used in CI - - mem: 30000 #memory in MB; 20 GB enough for 50+B+I+H2; 100 GB for 181+B+I+H2 - - -plotting: - map: - figsize: [7, 7] - boundaries: [-10.2, 29, 35, 72] - p_nom: - bus_size_factor: 5.e+4 - linewidth_factor: 3.e+3 - - costs_max: 800 - costs_threshold: 1 - - energy_max: 15000. - energy_min: -10000. - energy_threshold: 50. - - vre_techs: ["onwind", "offwind-ac", "offwind-dc", "solar", "ror"] - conv_techs: ["OCGT", "CCGT", "Nuclear", "Coal"] - storage_techs: ["hydro+PHS", "battery", "H2"] - load_carriers: ["AC load"] - AC_carriers: ["AC line", "AC transformer"] - link_carriers: ["DC line", "Converter AC-DC"] - tech_colors: - "onwind": "#235ebc" - "onshore wind": "#235ebc" - 'offwind': "#6895dd" - 'offwind-ac': "#6895dd" - 'offshore wind': "#6895dd" - 'offshore wind ac': "#6895dd" - 'offwind-dc': "#74c6f2" - 'offshore wind dc': "#74c6f2" - "hydro": "#08ad97" - "hydro+PHS": "#08ad97" - "PHS": "#08ad97" - "hydro reservoir": "#08ad97" - 'hydroelectricity': '#08ad97' - "ror": "#4adbc8" - "run of river": "#4adbc8" - 'solar': "#f9d002" - 'solar PV': "#f9d002" - 'solar thermal': '#ffef60' - 'biomass': '#0c6013' - 'solid biomass': '#06540d' - 'biogas': '#23932d' - 'waste': '#68896b' - 'geothermal': '#ba91b1' - "OCGT": "#d35050" - "gas": "#d35050" - "natural gas": "#d35050" - "CCGT": "#b20101" - "nuclear": "#ff9000" - "coal": "#707070" - "lignite": "#9e5a01" - "oil": "#262626" - "H2": "#ea048a" - "hydrogen storage": "#ea048a" - "battery": "#b8ea04" - "Electric load": "#f9d002" - "electricity": "#f9d002" - "lines": "#70af1d" - "transmission lines": "#70af1d" - "AC-AC": "#70af1d" - "AC line": "#70af1d" - "links": "#8a1caf" - "HVDC links": "#8a1caf" - "DC-DC": "#8a1caf" - "DC link": "#8a1caf" - "load": "#dd2e23" - nice_names: - OCGT: "Open-Cycle Gas" - CCGT: "Combined-Cycle Gas" - offwind-ac: "Offshore Wind (AC)" - offwind-dc: "Offshore Wind (DC)" - onwind: "Onshore Wind" - solar: "Solar" - PHS: "Pumped Hydro Storage" - hydro: "Reservoir & Dam" - battery: "Battery Storage" - H2: "Hydrogen Storage" - lines: "Transmission Lines" - ror: "Run of River" - load: "Load Shedding" From ef05d7576c55f9b3976b4c1aedf97045e820967d Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 1 Aug 2023 09:45:14 +0200 Subject: [PATCH 059/608] bugfixes and allow build_renewable_profiles on subset of cutout time scope --- rules/build_electricity.smk | 2 +- scripts/build_line_rating.py | 3 ++- scripts/build_renewable_profiles.py | 8 ++++++-- 3 files changed, 9 insertions(+), 4 deletions(-) diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index a94c29f5..336c77f5 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -233,7 +233,7 @@ rule determine_availability_matrix_MD_UA: conda: "../envs/environment.yaml" script: - "scripts/determine_availability_matrix_MD_UA.py" + "../scripts/determine_availability_matrix_MD_UA.py" # Optional input when having Ukraine (UA) or Moldova (MD) in the countries list diff --git a/scripts/build_line_rating.py b/scripts/build_line_rating.py index 7ece1c9d..7f842d43 100755 --- a/scripts/build_line_rating.py +++ b/scripts/build_line_rating.py @@ -149,7 +149,8 @@ if __name__ == "__main__": configure_logging(snakemake) n = pypsa.Network(snakemake.input.base_network) - cutout = atlite.Cutout(snakemake.input.cutout) + time = pd.date_range(freq="h", **snakemake.config["snapshots"]) + cutout = atlite.Cutout(snakemake.input.cutout).sel(time=time) da = calculate_line_rating(n, cutout) da.to_netcdf(snakemake.output[0]) diff --git a/scripts/build_renewable_profiles.py b/scripts/build_renewable_profiles.py index 26632e28..d66cdea2 100644 --- a/scripts/build_renewable_profiles.py +++ b/scripts/build_renewable_profiles.py @@ -185,6 +185,7 @@ import time import atlite import geopandas as gpd +import pandas as pd import numpy as np import xarray as xr from _helpers import configure_logging @@ -222,7 +223,8 @@ if __name__ == "__main__": else: client = None - cutout = atlite.Cutout(snakemake.input.cutout) + sns = pd.date_range(freq="h", **snakemake.config["snapshots"]) + cutout = atlite.Cutout(snakemake.input.cutout).sel(time=sns) regions = gpd.read_file(snakemake.input.regions) assert not regions.empty, ( f"List of regions in {snakemake.input.regions} is empty, please " @@ -380,4 +382,6 @@ if __name__ == "__main__": ds["profile"] = ds["profile"].where(ds["profile"] >= min_p_max_pu, 0) ds.to_netcdf(snakemake.output.profile) - client.shutdown() + + if client is not None: + client.shutdown() From 5a31b6f5b5f199ad865e1e2dc74ee6728cbe9e26 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 1 Aug 2023 07:45:37 +0000 Subject: [PATCH 060/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/build_renewable_profiles.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_renewable_profiles.py b/scripts/build_renewable_profiles.py index d66cdea2..ae347dda 100644 --- a/scripts/build_renewable_profiles.py +++ b/scripts/build_renewable_profiles.py @@ -185,8 +185,8 @@ import time import atlite import geopandas as gpd -import pandas as pd import numpy as np +import pandas as pd import xarray as xr from _helpers import configure_logging from dask.distributed import Client From ade8a003c68447403e2ac1149073adbdf9cf2fe7 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 9 Aug 2023 10:11:28 +0200 Subject: [PATCH 061/608] add coal and coke demand for integrated steelworks (closes #717) --- scripts/prepare_sector_network.py | 19 +++++++++++++++++++ 1 file changed, 19 insertions(+) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 0c1faacc..8d087b3b 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2883,6 +2883,25 @@ def add_industry(n, costs): p_set=p_set, ) + primary_steel = snakemake.config["industry"]["St_primary_fraction"] + dri_steel = snakemake.config["industry"]["DRI_fraction"] + bof_steel = primary_steel - dri_steel + + if bof_steel > 0: + + add_carrier_buses(n, "coal") + + mwh_coal_per_mwh_coke = 1.366 # from eurostat energy balance + p_set = (industrial_demand["coal"].sum() + mwh_coal_per_mwh_coke * industrial_demand["coke"].sum()) / nhours + + n.madd( + "Load", + "coal for industry", + bus=spatial.coal.nodes, + carrier="coal for industry", + p_set=p_set, + ) + def add_waste_heat(n): # TODO options? From c32d5249e1152f620c60f1d158bb3b2f065abf55 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 9 Aug 2023 08:12:49 +0000 Subject: [PATCH 062/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 8d087b3b..d680da24 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2888,11 +2888,13 @@ def add_industry(n, costs): bof_steel = primary_steel - dri_steel if bof_steel > 0: - add_carrier_buses(n, "coal") - mwh_coal_per_mwh_coke = 1.366 # from eurostat energy balance - p_set = (industrial_demand["coal"].sum() + mwh_coal_per_mwh_coke * industrial_demand["coke"].sum()) / nhours + mwh_coal_per_mwh_coke = 1.366 # from eurostat energy balance + p_set = ( + industrial_demand["coal"].sum() + + mwh_coal_per_mwh_coke * industrial_demand["coke"].sum() + ) / nhours n.madd( "Load", From 91be48e36f42cc876e3ab999370f93b33988f212 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 9 Aug 2023 10:58:14 +0200 Subject: [PATCH 063/608] Add option for carbon capture in integrated steelworks. --- doc/release_notes.rst | 2 ++ scripts/prepare_sector_network.py | 47 +++++++++++++++++++++++++++++-- 2 files changed, 47 insertions(+), 2 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 70a73e2f..aab8f422 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -12,6 +12,8 @@ Upcoming Release * Updated Global Energy Monitor LNG terminal data to March 2023 version. +* Add option for carbon capture in integrated steelworks. + PyPSA-Eur 0.8.1 (27th July 2023) ================================ diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index d680da24..ff450c0a 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -145,6 +145,8 @@ def define_spatial(nodes, options): spatial.coal = SimpleNamespace() spatial.coal.nodes = ["EU coal"] spatial.coal.locations = ["EU"] + spatial.gas.industry = ["coal for industry"] + spatial.gas.industry_cc = ["coal for industry CC"] # lignite spatial.lignite = SimpleNamespace() @@ -2896,14 +2898,55 @@ def add_industry(n, costs): + mwh_coal_per_mwh_coke * industrial_demand["coke"].sum() ) / nhours + n.madd( + "Bus", + spatial.coal.industry, + location=spatial.coal.locations, + carrier="coal for industry", + unit="MWh_LHV", + ) + n.madd( "Load", - "coal for industry", - bus=spatial.coal.nodes, + spatial.coal.industry, + bus=spatial.coal.industry, carrier="coal for industry", p_set=p_set, ) + n.madd( + "Link", + spatial.coal.industry, + bus0=spatial.coal.nodes, + bus1=spatial.coal.industry, + bus2="co2 atmosphere", + carrier="coal for industry", + p_nom_extendable=True, + p_min_pu=1.0, + efficiency=1.0, + efficiency2=costs.at["coal", "CO2 intensity"], + ) + + n.madd( + "Link", + spatial.coal.industry_cc, + bus0=spatial.coal.nodes, + bus1=spatial.coal.industry, + bus2="co2 atmosphere", + bus3=spatial.co2.nodes, + carrier="coal for industry CC", + p_min_pu=1.0, + p_nom_extendable=True, + capital_cost=costs.at["cement capture", "fixed"] + * costs.at["coal", "CO2 intensity"], + efficiency=0.9, + efficiency2=costs.at["coal", "CO2 intensity"] + * (1 - costs.at["cement capture", "capture_rate"]), + efficiency3=costs.at["coal", "CO2 intensity"] + * costs.at["cement capture", "capture_rate"], + lifetime=costs.at["cement capture", "lifetime"], + ) + def add_waste_heat(n): # TODO options? From 9a68730745a92252337337f3e0c9bc89d8a01436 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 9 Aug 2023 11:01:58 +0200 Subject: [PATCH 064/608] fix: read investment year of time-dependent config --- scripts/prepare_sector_network.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index d680da24..528eb32c 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2883,8 +2883,8 @@ def add_industry(n, costs): p_set=p_set, ) - primary_steel = snakemake.config["industry"]["St_primary_fraction"] - dri_steel = snakemake.config["industry"]["DRI_fraction"] + primary_steel = get(snakemake.config["industry"]["St_primary_fraction"], investment_year) + dri_steel = get(snakemake.config["industry"]["DRI_fraction"], investment_year) bof_steel = primary_steel - dri_steel if bof_steel > 0: From ac04abb98c1e021a0ce8aa74ed331f4156a7a8e3 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 9 Aug 2023 09:02:20 +0000 Subject: [PATCH 065/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 528eb32c..92d004f1 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2883,7 +2883,9 @@ def add_industry(n, costs): p_set=p_set, ) - primary_steel = get(snakemake.config["industry"]["St_primary_fraction"], investment_year) + primary_steel = get( + snakemake.config["industry"]["St_primary_fraction"], investment_year + ) dri_steel = get(snakemake.config["industry"]["DRI_fraction"], investment_year) bof_steel = primary_steel - dri_steel From 04202690936201d18ff0e4f58f9d06da9c345589 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 9 Aug 2023 09:02:38 +0000 Subject: [PATCH 066/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index bcd82335..d968bf7e 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2885,7 +2885,9 @@ def add_industry(n, costs): p_set=p_set, ) - primary_steel = get(snakemake.config["industry"]["St_primary_fraction"], investment_year) + primary_steel = get( + snakemake.config["industry"]["St_primary_fraction"], investment_year + ) dri_steel = get(snakemake.config["industry"]["DRI_fraction"], investment_year) bof_steel = primary_steel - dri_steel From 830d9762efdc763111c22d3f3041f60a3a4766b2 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 9 Aug 2023 11:03:42 +0200 Subject: [PATCH 067/608] fix typo in definition of coal in spatial namespace --- scripts/prepare_sector_network.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index bcd82335..bf564ee0 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -145,8 +145,8 @@ def define_spatial(nodes, options): spatial.coal = SimpleNamespace() spatial.coal.nodes = ["EU coal"] spatial.coal.locations = ["EU"] - spatial.gas.industry = ["coal for industry"] - spatial.gas.industry_cc = ["coal for industry CC"] + spatial.coal.industry = ["coal for industry"] + spatial.coal.industry_cc = ["coal for industry CC"] # lignite spatial.lignite = SimpleNamespace() From f5959618f0c524398180a7aa0daa08cfbbeb9792 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Tue, 22 Aug 2023 10:23:16 +0200 Subject: [PATCH 068/608] add *.orig to gitignore --- .gitignore | 1 + 1 file changed, 1 insertion(+) diff --git a/.gitignore b/.gitignore index 0adf0ae6..e126f9c5 100644 --- a/.gitignore +++ b/.gitignore @@ -8,6 +8,7 @@ __pycache__ *dconf gurobi.log .vscode +*.orig /bak /resources From 890c80e0472810204288e413dba37a8aa93896ce Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Tue, 22 Aug 2023 11:00:25 +0200 Subject: [PATCH 069/608] remove overrides --- scripts/prepare_perfect_foresight.py | 11 +++++------ 1 file changed, 5 insertions(+), 6 deletions(-) diff --git a/scripts/prepare_perfect_foresight.py b/scripts/prepare_perfect_foresight.py index ba07e178..75a7d7a9 100644 --- a/scripts/prepare_perfect_foresight.py +++ b/scripts/prepare_perfect_foresight.py @@ -12,7 +12,7 @@ import re import pandas as pd import pypsa -from _helpers import override_component_attrs, update_config_with_sector_opts +from _helpers import update_config_with_sector_opts from add_existing_baseyear import add_build_year_to_new_assets from pypsa.descriptors import expand_series from pypsa.io import import_components_from_dataframe @@ -88,13 +88,12 @@ def concat_networks(years): snakemake.input[f"network_{year}"] for year in years[1:] ] # final concatenated network - overrides = override_component_attrs(snakemake.input.overrides) - n = pypsa.Network(override_component_attrs=overrides) + n = pypsa.Network() # iterate over single year networks and concat to perfect foresight network for i, network_path in enumerate(network_paths): year = years[i] - network = pypsa.Network(network_path, override_component_attrs=overrides) + network = pypsa.Network(network_path) network.lines["carrier"] = "AC" add_build_year_to_new_assets(network, year) @@ -286,8 +285,8 @@ if __name__ == "__main__": simpl="", opts="", clusters="37", - ll=1.0, - sector_opts="cb40ex0-2190H-T-H-B-solar+p3-dist1", + ll="v1.0", + sector_opts="Co2L0-8760H-T-H-B-I-A-solar+p3-dist1", ) update_config_with_sector_opts(snakemake.config, snakemake.wildcards.sector_opts) From e5673731aba7af23579377048b67e79f5eaa4072 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Tue, 22 Aug 2023 11:01:00 +0200 Subject: [PATCH 070/608] make plot_network conditional --- rules/postprocess.smk | 97 ++++++++++++++++++++++--------------------- 1 file changed, 49 insertions(+), 48 deletions(-) diff --git a/rules/postprocess.smk b/rules/postprocess.smk index ae95b201..ca1d6fac 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -7,56 +7,57 @@ localrules: copy_config, copy_conda_env, +if config["foresight"] != "perfect": + rule plot_network: + params: + foresight=config["foresight"], + plotting=config["plotting"], + input: + network=RESULTS + + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", + regions=RESOURCES + "regions_onshore_elec_s{simpl}_{clusters}.geojson", + output: + map=RESULTS + + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-costs-all_{planning_horizons}.pdf", + today=RESULTS + + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}-today.pdf", + threads: 2 + resources: + mem_mb=10000, + benchmark: + ( + BENCHMARKS + + "plot_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}" + ) + conda: + "../envs/environment.yaml" + script: + "../scripts/plot_network.py" -rule plot_network: - params: - foresight=config["foresight"], - plotting=config["plotting"], - input: - network=RESULTS - + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", - regions=RESOURCES + "regions_onshore_elec_s{simpl}_{clusters}.geojson", - output: - map=RESULTS - + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-costs-all_{planning_horizons}.pdf", - today=RESULTS - + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}-today.pdf", - threads: 2 - resources: - mem_mb=10000, - benchmark: - ( +if config["foresight"] == "perfect": + rule plot_network: + params: + foresight=config["foresight"], + plotting=config["plotting"], + input: + network=RESULTS + + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years.nc", + regions=RESOURCES + "regions_onshore_elec_s{simpl}_{clusters}.geojson", + output: + map=RESULTS + + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-costs-all_{year}.pdf", + today=RESULTS + + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{year}-today.pdf", + threads: 2 + resources: + mem_mb=10000, + benchmark: BENCHMARKS - + "plot_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}" - ) - conda: - "../envs/environment.yaml" - script: - "../scripts/plot_network.py" - -rule plot_network_perfect: - params: - foresight=config["foresight"], - plotting=config["plotting"], - input: - network=RESULTS - + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years.nc", - regions=RESOURCES + "regions_onshore_elec_s{simpl}_{clusters}.geojson", - output: - map=RESULTS - + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-costs-all_{year}.pdf", - today=RESULTS - + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{year}-today.pdf", - threads: 2 - resources: - mem_mb=10000, - benchmark: - BENCHMARKS - + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{year}_brownfield_all_years_benchmark.txt", - conda: - "../envs/environment.yaml" - script: - "../scripts/plot_network.py" + + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{year}_brownfield_all_years_benchmark.txt", + conda: + "../envs/environment.yaml" + script: + "../scripts/plot_network.py" From c6294767213da745930c6526655426d7a675fef4 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Tue, 22 Aug 2023 11:01:51 +0200 Subject: [PATCH 071/608] adapt to new config path --- rules/solve_perfect.smk | 11 ++++++++++- 1 file changed, 10 insertions(+), 1 deletion(-) diff --git a/rules/solve_perfect.smk b/rules/solve_perfect.smk index 162921e2..77ee40f4 100644 --- a/rules/solve_perfect.smk +++ b/rules/solve_perfect.smk @@ -2,6 +2,11 @@ # # SPDX-License-Identifier: MIT rule add_existing_baseyear: + params: + baseyear=config["scenario"]["planning_horizons"][0], + sector=config["sector"], + existing_capacities=config["existing_capacities"], + costs=config["costs"], input: network=RESULTS + "prenetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", @@ -39,6 +44,10 @@ rule add_existing_baseyear: rule add_brownfield: + params: + H2_retrofit=config["sector"]["H2_retrofit"], + H2_retrofit_capacity_per_CH4=config["sector"]["H2_retrofit_capacity_per_CH4"], + threshold_capacity=config["existing_capacities"]["threshold_capacity"], input: network=RESULTS + "prenetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", @@ -105,7 +114,7 @@ rule solve_sector_network_perfect: network=RESULTS + "prenetworks-brownfield/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years.nc", costs="data/costs_2030.csv", - config=RESULTS + "configs/config.yaml", + config=RESULTS + "config.yaml", output: RESULTS + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years.nc", From 41a35ad1290a78b458ed670f33f33ad2a29910a5 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 22 Aug 2023 11:53:02 +0200 Subject: [PATCH 072/608] bugfix: use of n.madd with singular value prevented --- scripts/prepare_sector_network.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 92d004f1..0e200925 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2900,7 +2900,8 @@ def add_industry(n, costs): n.madd( "Load", - "coal for industry", + spatial.coal.nodes, + suffix=" for industry", bus=spatial.coal.nodes, carrier="coal for industry", p_set=p_set, From afda8ee1f65d29e523872bbf9974011254b14289 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 23 Aug 2023 07:37:26 +0000 Subject: [PATCH 073/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/add_existing_baseyear.py | 7 +++++-- scripts/build_industrial_distribution_key.py | 3 ++- 2 files changed, 7 insertions(+), 3 deletions(-) diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index 269705a7..08810470 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -447,8 +447,11 @@ def add_heating_capacities_installed_before_baseyear( ) # if rural heating demand for one of the nodes doesn't exist, # then columns were dropped before and heating demand share should be 0.0 - if all(f"{node} {service} rural heat" in p_set_sum.index for service in ["residential", "services"]) - else 0. + if all( + f"{node} {service} rural heat" in p_set_sum.index + for service in ["residential", "services"] + ) + else 0.0 for node in nodal_df.index ], index=nodal_df.index, diff --git a/scripts/build_industrial_distribution_key.py b/scripts/build_industrial_distribution_key.py index 63299570..bc4a26bc 100644 --- a/scripts/build_industrial_distribution_key.py +++ b/scripts/build_industrial_distribution_key.py @@ -13,13 +13,14 @@ logger = logging.getLogger(__name__) import uuid from itertools import product +import country_converter as coco import geopandas as gpd import pandas as pd from packaging.version import Version, parse -import country_converter as coco cc = coco.CountryConverter() + def locate_missing_industrial_sites(df): """ Locate industrial sites without valid locations based on city and From a21b1f2d10c919f6a024f62708229a8b7002691e Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 23 Aug 2023 13:23:27 +0200 Subject: [PATCH 074/608] add params --- rules/solve_perfect.smk | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/rules/solve_perfect.smk b/rules/solve_perfect.smk index 77ee40f4..93c5096a 100644 --- a/rules/solve_perfect.smk +++ b/rules/solve_perfect.smk @@ -110,6 +110,13 @@ rule prepare_perfect_foresight: rule solve_sector_network_perfect: + params: + solving=config["solving"], + foresight=config["foresight"], + planning_horizons=config["scenario"]["planning_horizons"], + co2_sequestration_potential=config["sector"].get( + "co2_sequestration_potential", 200 + ), input: network=RESULTS + "prenetworks-brownfield/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years.nc", From f47ce1c432b6e558feb7e040f7449e0c34323988 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 23 Aug 2023 13:24:25 +0200 Subject: [PATCH 075/608] add lifetime --- scripts/add_electricity.py | 1 + scripts/prepare_sector_network.py | 17 +++++++++-------- 2 files changed, 10 insertions(+), 8 deletions(-) diff --git a/scripts/add_electricity.py b/scripts/add_electricity.py index 56375800..c485aa99 100755 --- a/scripts/add_electricity.py +++ b/scripts/add_electricity.py @@ -406,6 +406,7 @@ def attach_wind_and_solar( capital_cost=capital_cost, efficiency=costs.at[supcar, "efficiency"], p_max_pu=ds["profile"].transpose("time", "bus").to_pandas(), + lifetime=costs.at[supcar, "lifetime"], ) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 5ff10109..37667ac5 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1150,6 +1150,7 @@ def add_storage_and_grids(n, costs): e_cyclic=True, carrier="H2 Store", capital_cost=h2_capital_cost, + lifetime=costs.at["hydrogen storage tank type 1 including compressor", "lifetime"], ) if options["gas_network"] or options["H2_retrofit"]: @@ -3273,20 +3274,20 @@ def set_temporal_aggregation(n, opts, solver_name): break return n - +#%% if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake snakemake = mock_snakemake( "prepare_sector_network", - configfiles="test/config.overnight.yaml", + # configfiles="test/config.overnight.yaml", simpl="", opts="", - clusters="5", - ll="v1.5", - sector_opts="CO2L0-24H-T-H-B-I-A-solar+p3-dist1", - planning_horizons="2030", + clusters="37", + ll="v1.0", + sector_opts="8760H-T-H-B-I-A-solar+p3-dist1", + planning_horizons="2020", ) logging.basicConfig(level=snakemake.config["logging"]["level"]) @@ -3319,7 +3320,7 @@ if __name__ == "__main__": spatial = define_spatial(pop_layout.index, options) - if snakemake.params.foresight == "myopic": + if snakemake.params.foresight in ["myopic", "perfect"]: add_lifetime_wind_solar(n, costs) conventional = snakemake.params.conventional_carriers @@ -3434,7 +3435,7 @@ if __name__ == "__main__": if options["electricity_grid_connection"]: add_electricity_grid_connection(n, costs) - first_year_myopic = (snakemake.params.foresight == "myopic") and ( + first_year_myopic = (snakemake.params.foresight in ["myopic", "perfect"]) and ( snakemake.params.planning_horizons[0] == investment_year ) From 20bf1cdaf568ff42d20aaf754235aaf1449388b6 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 23 Aug 2023 13:26:08 +0200 Subject: [PATCH 076/608] deal with global constraints --- scripts/prepare_perfect_foresight.py | 23 +++++++++++++++++++---- 1 file changed, 19 insertions(+), 4 deletions(-) diff --git a/scripts/prepare_perfect_foresight.py b/scripts/prepare_perfect_foresight.py index 75a7d7a9..99534104 100644 --- a/scripts/prepare_perfect_foresight.py +++ b/scripts/prepare_perfect_foresight.py @@ -143,8 +143,8 @@ def concat_networks(years): # (3) global constraints for component in network.iterate_components(["GlobalConstraint"]): - add_year_to_constraints(n, year) - import_components_from_dataframe(n, component.df.index, component.name) + add_year_to_constraints(network, year) + import_components_from_dataframe(n, component.df, component.name) # set investment periods n.investment_periods = n.snapshots.levels[0] @@ -275,6 +275,19 @@ def set_carbon_constraints(n, opts): return n +def adjust_lvlimit(n): + c = "GlobalConstraint" + cols = ['carrier_attribute', 'sense', "constant", "type"] + glc_type = "transmission_volume_expansion_limit" + if (n.df(c)[n.df(c).type==glc_type][cols].nunique()==1).all(): + glc = n.df(c)[n.df(c).type==glc_type][cols].iloc[[0]] + glc.index = pd.Index(["lv_limit"]) + remove_i = n.df(c)[n.df(c).type==glc_type].index + n.mremove(c, remove_i) + import_components_from_dataframe(n, glc, c) + + return n + # %% if __name__ == "__main__": if "snakemake" not in globals(): @@ -286,7 +299,7 @@ if __name__ == "__main__": opts="", clusters="37", ll="v1.0", - sector_opts="Co2L0-8760H-T-H-B-I-A-solar+p3-dist1", + sector_opts="2p0-co2min-8760H-T-H-B-I-A-solar+p3-dist1", ) update_config_with_sector_opts(snakemake.config, snakemake.wildcards.sector_opts) @@ -306,7 +319,9 @@ if __name__ == "__main__": # concat prenetworks of planning horizon to single network ------------ n = concat_networks(years) - + + # adjust global constraints lv limit if the same for all years + n = adjust_lvlimit(n) # set phase outs set_all_phase_outs(n) # adjust stores to multi period investment From 6585e2c623e395d16ac37fe646921b0cb72b9971 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 23 Aug 2023 13:26:27 +0200 Subject: [PATCH 077/608] adjust summary and plotting --- scripts/make_summary_perfect.py | 39 ++++++++++++++++++++------------- scripts/plot_summary.py | 20 +++++++++++------ 2 files changed, 37 insertions(+), 22 deletions(-) diff --git a/scripts/make_summary_perfect.py b/scripts/make_summary_perfect.py index 4f38b87a..c1cce820 100644 --- a/scripts/make_summary_perfect.py +++ b/scripts/make_summary_perfect.py @@ -13,7 +13,6 @@ other metrics. import numpy as np import pandas as pd import pypsa -from _helpers import override_component_attrs from make_summary import ( assign_carriers, assign_locations, @@ -221,31 +220,43 @@ def calculate_curtailment(n, label, curtailment): def calculate_energy(n, label, energy): + investments = n.investment_periods + cols = pd.MultiIndex.from_product( + [ + energy.columns.levels[0], + energy.columns.levels[1], + energy.columns.levels[2], + investments, + ], + names=energy.columns.names[:3] + ["year"], + ) + energy = energy.reindex(cols, axis=1) + for c in n.iterate_components(n.one_port_components | n.branch_components): if c.name in n.one_port_components: c_energies = ( - c.pnl.p.multiply(n.snapshot_weightings, axis=0) - .sum() + c.pnl.p.multiply(n.snapshot_weightings.generators, axis=0) + .groupby(level=0).sum() .multiply(c.df.sign) - .groupby(c.df.carrier) + .groupby(c.df.carrier, axis=1) .sum() ) else: - c_energies = pd.Series(0.0, c.df.carrier.unique()) + c_energies = pd.DataFrame(0.0, columns=c.df.carrier.unique(), index=n.investment_periods) for port in [col[3:] for col in c.df.columns if col[:3] == "bus"]: - totals = c.pnl["p" + port].multiply(n.snapshot_weightings, axis=0).sum() + totals = c.pnl["p" + port].multiply(n.snapshot_weightings.generators, axis=0).groupby(level=0).sum() # remove values where bus is missing (bug in nomopyomo) no_bus = c.df.index[c.df["bus" + port] == ""] - totals.loc[no_bus] = n.component_attrs[c.name].loc[ + totals[no_bus] = float(n.component_attrs[c.name].loc[ "p" + port, "default" - ] - c_energies -= totals.groupby(c.df.carrier).sum() + ]) + c_energies -= totals.groupby(c.df.carrier, axis=1).sum() - c_energies = pd.concat([c_energies], keys=[c.list_name]) + c_energies = pd.concat([c_energies.T], keys=[c.list_name]) energy = energy.reindex(c_energies.index.union(energy.index)) - energy.loc[c_energies.index, label] = c_energies + energy.loc[c_energies.index, label] = c_energies.values return energy @@ -599,7 +610,7 @@ def calculate_co2_emissions(n, label, df): if emissions.empty: return - weightings = n.snapshot_weightings.mul( + weightings = n.snapshot_weightings.generators.mul( n.investment_period_weightings["years"] .reindex(n.snapshots) .fillna(method="bfill") @@ -661,11 +672,10 @@ def make_summaries(networks_dict): for output in outputs: df[output] = pd.DataFrame(columns=columns, dtype=float) - overrides = override_component_attrs(snakemake.input.overrides) for label, filename in iteritems(networks_dict): print(label, filename) try: - n = pypsa.Network(filename, override_component_attrs=overrides) + n = pypsa.Network(filename) except OSError: print(label, " not solved yet.") continue @@ -694,7 +704,6 @@ if __name__ == "__main__": # Detect running outside of snakemake and mock snakemake for testing if "snakemake" not in globals(): from _helpers import mock_snakemake - snakemake = mock_snakemake("make_summary_perfect") networks_dict = { diff --git a/scripts/plot_summary.py b/scripts/plot_summary.py index 14cc12af..629adc5d 100644 --- a/scripts/plot_summary.py +++ b/scripts/plot_summary.py @@ -49,6 +49,10 @@ def rename_techs(label): # "H2 Fuel Cell": "hydrogen storage", # "H2 pipeline": "hydrogen storage", "battery": "battery storage", + "H2 for industry": "H2 for industry", + "land transport fuel cell": "land transport fuel cell", + "land transport oil": "land transport oil", + "oil shipping": "shipping oil", # "CC": "CC" } @@ -157,11 +161,11 @@ def plot_costs(): df.index.difference(preferred_order) ) - new_columns = df.sum().sort_values().index + # new_columns = df.sum().sort_values().index fig, ax = plt.subplots(figsize=(12, 8)) - df.loc[new_index, new_columns].T.plot( + df.loc[new_index].T.plot( kind="bar", ax=ax, stacked=True, @@ -222,13 +226,13 @@ def plot_energy(): df.index.difference(preferred_order) ) - new_columns = df.columns.sort_values() + # new_columns = df.columns.sort_values() fig, ax = plt.subplots(figsize=(12, 8)) - logger.debug(df.loc[new_index, new_columns]) + logger.debug(df.loc[new_index]) - df.loc[new_index, new_columns].T.plot( + df.loc[new_index].T.plot( kind="bar", ax=ax, stacked=True, @@ -272,7 +276,7 @@ def plot_balances(): i for i in balances_df.index.levels[0] if i not in co2_carriers ] - fig, ax = plt.subplots(figsize=(12, 8)) + for k, v in balances.items(): df = balances_df.loc[v] @@ -317,6 +321,8 @@ def plot_balances(): ) new_columns = df.columns.sort_values() + + fig, ax = plt.subplots(figsize=(12, 8)) df.loc[new_index, new_columns].T.plot( kind="bar", @@ -544,7 +550,7 @@ def plot_carbon_budget_distribution(input_eurostat): path_cb_plot = "results/" + snakemake.params.RDIR + "/graphs/" plt.savefig(path_cb_plot + "carbon_budget_plot.pdf", dpi=300) - +#%% if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake From ba589ac7af2314acd96532804e713467d23b09a6 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 23 Aug 2023 13:27:21 +0200 Subject: [PATCH 078/608] add config for perfect foresight --- config/config.perfect.yaml | 973 +++++++++++++++++++++++++++++++++++++ 1 file changed, 973 insertions(+) create mode 100644 config/config.perfect.yaml diff --git a/config/config.perfect.yaml b/config/config.perfect.yaml new file mode 100644 index 00000000..a9954fe7 --- /dev/null +++ b/config/config.perfect.yaml @@ -0,0 +1,973 @@ +# SPDX-FileCopyrightText: : 2017-2023 The PyPSA-Eur Authors +# +# SPDX-License-Identifier: CC0-1.0 + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#top-level-configuration +version: 0.8.1 +tutorial: false + +logging: + level: INFO + format: '%(levelname)s:%(name)s:%(message)s' + +private: + keys: + entsoe_api: + +remote: + ssh: "" + path: "" + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#run +run: + name: "" + disable_progressbar: false + shared_resources: false + shared_cutouts: true + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#foresight +foresight: perfect + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#scenario +# Wildcard docs in https://pypsa-eur.readthedocs.io/en/latest/wildcards.html +scenario: + simpl: + - '' + ll: + - v1.0 + - v1.5 + clusters: + - 37 +# - 128 +# - 256 +# - 512 + #- 1024 + opts: + - '' + sector_opts: + - 2p0-co2min-8760H-T-H-B-I-A-solar+p3-dist1 + planning_horizons: + - 2020 + - 2030 + - 2040 + - 2050 + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#countries +countries: ['AL', 'AT', 'BA', 'BE', 'BG', 'CH', 'CZ', 'DE', 'DK', 'EE', 'ES', 'FI', 'FR', 'GB', 'GR', 'HR', 'HU', 'IE', 'IT', 'LT', 'LU', 'LV', 'ME', 'MK', 'NL', 'NO', 'PL', 'PT', 'RO', 'RS', 'SE', 'SI', 'SK'] + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#snapshots +snapshots: + start: "2013-01-01" + end: "2014-01-01" + inclusive: 'left' + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#enable +enable: + retrieve: auto + prepare_links_p_nom: false + retrieve_databundle: true + retrieve_sector_databundle: true + retrieve_cost_data: true + build_cutout: false + retrieve_cutout: false + build_natura_raster: false + retrieve_natura_raster: true + custom_busmap: false + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#co2-budget +co2_budget: + 2020: 0.701 + 2025: 0.524 + 2030: 0.297 + 2035: 0.150 + 2040: 0.071 + 2045: 0.032 + 2050: 0.000 + + # update of IPCC 6th AR compared to the 1.5SR. (discussed here: https://twitter.com/JoeriRogelj/status/1424743828339167233) + 1p5 : 34.2 # 25.7 # Budget in Gt CO2 for 1.5 for Europe, global 420 Gt, assuming per capita share + 1p6 : 43.259666 # 35 # Budget in Gt CO2 for 1.6 for Europe, global 580 Gt + 1p7 : 51.4 # 45 # Budget in Gt CO2 for 1.7 for Europe, global 800 Gt + 2p0 : 69.778 # 73.9 # Budget in Gt CO2 for 2 for Europe, global 1170 Gt + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#electricity +electricity: + voltages: [220., 300., 380.] + gaslimit: false + co2limit: 7.75e+7 + co2base: 1.487e+9 + agg_p_nom_limits: data/agg_p_nom_minmax.csv + + operational_reserve: + activate: false + epsilon_load: 0.02 + epsilon_vres: 0.02 + contingency: 4000 + + max_hours: + battery: 6 + H2: 168 + + extendable_carriers: + Generator: [solar, onwind, offwind-ac, offwind-dc, OCGT] + StorageUnit: [] # battery, H2 + Store: [battery, H2] + Link: [] # H2 pipeline + + powerplants_filter: (DateOut >= 2022 or DateOut != DateOut) + custom_powerplants: false + + conventional_carriers: [nuclear, oil, OCGT, CCGT, coal, lignite, geothermal, biomass] + renewable_carriers: [solar, onwind, offwind-ac, offwind-dc, hydro] + + estimate_renewable_capacities: + enable: true + from_opsd: true + year: 2020 + expansion_limit: false + technology_mapping: + Offshore: [offwind-ac, offwind-dc] + Onshore: [onwind] + PV: [solar] + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#atlite +atlite: + default_cutout: europe-2013-era5 + nprocesses: 4 + show_progress: false + cutouts: + # use 'base' to determine geographical bounds and time span from config + # base: + # module: era5 + europe-2013-era5: + module: era5 # in priority order + x: [-12., 35.] + y: [33., 72] + dx: 0.3 + dy: 0.3 + time: ['2013', '2013'] + europe-2013-sarah: + module: [sarah, era5] # in priority order + x: [-12., 45.] + y: [33., 65] + dx: 0.2 + dy: 0.2 + time: ['2013', '2013'] + sarah_interpolate: false + sarah_dir: + features: [influx, temperature] + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#renewable +renewable: + onwind: + cutout: europe-2013-era5 + resource: + method: wind + turbine: Vestas_V112_3MW + capacity_per_sqkm: 3 + # correction_factor: 0.93 + corine: + grid_codes: [12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 32] + distance: 1000 + distance_grid_codes: [1, 2, 3, 4, 5, 6] + natura: true + excluder_resolution: 100 + potential: simple # or conservative + clip_p_max_pu: 1.e-2 + offwind-ac: + cutout: europe-2013-era5 + resource: + method: wind + turbine: NREL_ReferenceTurbine_5MW_offshore + capacity_per_sqkm: 2 + correction_factor: 0.8855 + corine: [44, 255] + natura: true + ship_threshold: 400 + max_depth: 50 + max_shore_distance: 30000 + excluder_resolution: 200 + potential: simple # or conservative + clip_p_max_pu: 1.e-2 + offwind-dc: + cutout: europe-2013-era5 + resource: + method: wind + turbine: NREL_ReferenceTurbine_5MW_offshore + capacity_per_sqkm: 2 + correction_factor: 0.8855 + corine: [44, 255] + natura: true + ship_threshold: 400 + max_depth: 50 + min_shore_distance: 30000 + excluder_resolution: 200 + potential: simple # or conservative + clip_p_max_pu: 1.e-2 + solar: + cutout: europe-2013-sarah + resource: + method: pv + panel: CSi + orientation: + slope: 35. + azimuth: 180. + capacity_per_sqkm: 1.7 + # correction_factor: 0.854337 + corine: [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 26, 31, 32] + natura: true + excluder_resolution: 100 + potential: simple # or conservative + clip_p_max_pu: 1.e-2 + hydro: + cutout: europe-2013-era5 + carriers: [ror, PHS, hydro] + PHS_max_hours: 6 + hydro_max_hours: "energy_capacity_totals_by_country" # one of energy_capacity_totals_by_country, estimate_by_large_installations or a float + flatten_dispatch: false + flatten_dispatch_buffer: 0.2 + clip_min_inflow: 1.0 + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#conventional +conventional: + unit_commitment: false + dynamic_fuel_price: false + nuclear: + p_max_pu: "data/nuclear_p_max_pu.csv" # float of file name + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#lines +lines: + types: + 220.: "Al/St 240/40 2-bundle 220.0" + 300.: "Al/St 240/40 3-bundle 300.0" + 380.: "Al/St 240/40 4-bundle 380.0" + s_max_pu: 0.7 + s_nom_max: .inf + max_extension: .inf + length_factor: 1.25 + under_construction: 'zero' # 'zero': set capacity to zero, 'remove': remove, 'keep': with full capacity + dynamic_line_rating: + activate: false + cutout: europe-2013-era5 + correction_factor: 0.95 + max_voltage_difference: false + max_line_rating: false + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#links +links: + p_max_pu: 1.0 + p_nom_max: .inf + max_extension: .inf + include_tyndp: true + under_construction: 'zero' # 'zero': set capacity to zero, 'remove': remove, 'keep': with full capacity + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#transformers +transformers: + x: 0.1 + s_nom: 2000. + type: '' + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#load +load: + power_statistics: true + interpolate_limit: 3 + time_shift_for_large_gaps: 1w + manual_adjustments: true # false + scaling_factor: 1.0 + +# docs +# TODO: PyPSA-Eur merge issue in prepare_sector_network.py +# regulate what components with which carriers are kept from PyPSA-Eur; +# some technologies are removed because they are implemented differently +# (e.g. battery or H2 storage) or have different year-dependent costs +# in PyPSA-Eur-Sec +pypsa_eur: + Bus: + - AC + Link: + - DC + Generator: + - onwind + - offwind-ac + - offwind-dc + - solar + - ror + StorageUnit: + - PHS + - hydro + Store: [] + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#energy +energy: + energy_totals_year: 2011 + base_emissions_year: 1990 + eurostat_report_year: 2016 + emissions: CO2 + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#biomass +biomass: + year: 2030 + scenario: ENS_Med + classes: + solid biomass: + - Agricultural waste + - Fuelwood residues + - Secondary Forestry residues - woodchips + - Sawdust + - Residues from landscape care + - Municipal waste + not included: + - Sugar from sugar beet + - Rape seed + - "Sunflower, soya seed " + - Bioethanol barley, wheat, grain maize, oats, other cereals and rye + - Miscanthus, switchgrass, RCG + - Willow + - Poplar + - FuelwoodRW + - C&P_RW + biogas: + - Manure solid, liquid + - Sludge + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#solar-thermal +solar_thermal: + clearsky_model: simple # should be "simple" or "enhanced"? + orientation: + slope: 45. + azimuth: 180. + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#existing-capacities +existing_capacities: + grouping_years_power: [1980, 1985, 1990, 1995, 2000, 2005, 2010, 2015, 2020, 2025, 2030] + grouping_years_heat: [1980, 1985, 1990, 1995, 2000, 2005, 2010, 2015, 2019] # these should not extend 2020 + threshold_capacity: 10 + conventional_carriers: + - lignite + - coal + - oil + - uranium + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#sector +sector: + district_heating: + potential: 0.6 + progress: + 2020: 0.0 + 2030: 0.3 + 2040: 0.6 + 2050: 1.0 + district_heating_loss: 0.15 + cluster_heat_buses: false + bev_dsm_restriction_value: 0.75 + bev_dsm_restriction_time: 7 + transport_heating_deadband_upper: 20. + transport_heating_deadband_lower: 15. + ICE_lower_degree_factor: 0.375 + ICE_upper_degree_factor: 1.6 + EV_lower_degree_factor: 0.98 + EV_upper_degree_factor: 0.63 + bev_dsm: true + bev_availability: 0.5 + bev_energy: 0.05 + bev_charge_efficiency: 0.9 + bev_plug_to_wheel_efficiency: 0.2 + bev_charge_rate: 0.011 + bev_avail_max: 0.95 + bev_avail_mean: 0.8 + v2g: true + land_transport_fuel_cell_share: + 2020: 0 + 2030: 0.05 + 2040: 0.1 + 2050: 0.15 + land_transport_electric_share: + 2020: 0 + 2030: 0.25 + 2040: 0.6 + 2050: 0.85 + land_transport_ice_share: + 2020: 1 + 2030: 0.7 + 2040: 0.3 + 2050: 0 + transport_fuel_cell_efficiency: 0.5 + transport_internal_combustion_efficiency: 0.3 + agriculture_machinery_electric_share: 0 + agriculture_machinery_oil_share: 1 + agriculture_machinery_fuel_efficiency: 0.7 + agriculture_machinery_electric_efficiency: 0.3 + MWh_MeOH_per_MWh_H2: 0.8787 + MWh_MeOH_per_tCO2: 4.0321 + MWh_MeOH_per_MWh_e: 3.6907 + shipping_hydrogen_liquefaction: false + shipping_hydrogen_share: + 2020: 0 + 2030: 0 + 2040: 0 + 2050: 0 + shipping_methanol_share: + 2020: 0 + 2030: 0.3 + 2040: 0.7 + 2050: 1 + shipping_oil_share: + 2020: 1 + 2030: 0.7 + 2040: 0.3 + 2050: 0 + shipping_methanol_efficiency: 0.46 + shipping_oil_efficiency: 0.40 + aviation_demand_factor: 1. + HVC_demand_factor: 1. + time_dep_hp_cop: true + heat_pump_sink_T: 55. + reduce_space_heat_exogenously: true + reduce_space_heat_exogenously_factor: + 2020: 0.10 # this results in a space heat demand reduction of 10% + 2025: 0.09 # first heat demand increases compared to 2020 because of larger floor area per capita + 2030: 0.09 + 2035: 0.11 + 2040: 0.16 + 2045: 0.21 + 2050: 0.29 + retrofitting: + retro_endogen: false + cost_factor: 1.0 + interest_rate: 0.04 + annualise_cost: true + tax_weighting: false + construction_index: true + tes: true + tes_tau: + decentral: 3 + central: 180 + boilers: true + oil_boilers: false + biomass_boiler: true + chp: true + micro_chp: false + solar_thermal: true + solar_cf_correction: 0.788457 # = >>> 1/1.2683 + marginal_cost_storage: 0. #1e-4 + methanation: true + helmeth: false + coal_cc: false + dac: true + co2_vent: false + allam_cycle: false + hydrogen_fuel_cell: true + hydrogen_turbine: false + SMR: true + regional_co2_sequestration_potential: + enable: false + attribute: 'conservative estimate Mt' + include_onshore: false + min_size: 3 + max_size: 25 + years_of_storage: 25 + co2_sequestration_potential: 200 + co2_sequestration_cost: 10 + co2_spatial: false + co2network: false + cc_fraction: 0.9 + hydrogen_underground_storage: true + hydrogen_underground_storage_locations: + # - onshore # more than 50 km from sea + - nearshore # within 50 km of sea + # - offshore + ammonia: false + min_part_load_fischer_tropsch: 0.9 + min_part_load_methanolisation: 0 # 0.5 + use_fischer_tropsch_waste_heat: true + use_fuel_cell_waste_heat: true + use_electrolysis_waste_heat: false + electricity_distribution_grid: true + electricity_distribution_grid_cost_factor: 1.0 + electricity_grid_connection: true + H2_network: true + gas_network: false + H2_retrofit: false + H2_retrofit_capacity_per_CH4: 0.6 + gas_network_connectivity_upgrade: 1 + gas_distribution_grid: true + gas_distribution_grid_cost_factor: 1.0 + biomass_spatial: false + biomass_transport: false + conventional_generation: + OCGT: gas + biomass_to_liquid: false + biosng: false + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#industry +industry: + St_primary_fraction: + 2020: 0.6 + 2025: 0.55 + 2030: 0.5 + 2035: 0.45 + 2040: 0.4 + 2045: 0.35 + 2050: 0.3 + DRI_fraction: + 2020: 0 + 2025: 0 + 2030: 0.05 + 2035: 0.2 + 2040: 0.4 + 2045: 0.7 + 2050: 1 + H2_DRI: 1.7 + elec_DRI: 0.322 + Al_primary_fraction: + 2020: 0.4 + 2025: 0.375 + 2030: 0.35 + 2035: 0.325 + 2040: 0.3 + 2045: 0.25 + 2050: 0.2 + MWh_NH3_per_tNH3: 5.166 + MWh_CH4_per_tNH3_SMR: 10.8 + MWh_elec_per_tNH3_SMR: 0.7 + MWh_H2_per_tNH3_electrolysis: 6.5 + MWh_elec_per_tNH3_electrolysis: 1.17 + MWh_NH3_per_MWh_H2_cracker: 1.46 # https://github.com/euronion/trace/blob/44a5ff8401762edbef80eff9cfe5a47c8d3c8be4/data/efficiencies.csv + NH3_process_emissions: 24.5 + petrochemical_process_emissions: 25.5 + HVC_primary_fraction: 1. + HVC_mechanical_recycling_fraction: 0. + HVC_chemical_recycling_fraction: 0. + HVC_production_today: 52. + MWh_elec_per_tHVC_mechanical_recycling: 0.547 + MWh_elec_per_tHVC_chemical_recycling: 6.9 + chlorine_production_today: 9.58 + MWh_elec_per_tCl: 3.6 + MWh_H2_per_tCl: -0.9372 + methanol_production_today: 1.5 + MWh_elec_per_tMeOH: 0.167 + MWh_CH4_per_tMeOH: 10.25 + hotmaps_locate_missing: false + reference_year: 2015 + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#costs +costs: + year: 2030 + social_discountrate: 0.02 + version: v0.6.0 + rooftop_share: 0.14 # based on the potentials, assuming (0.1 kW/m2 and 10 m2/person) + fill_values: + FOM: 0 + VOM: 0 + efficiency: 1 + fuel: 0 + investment: 0 + lifetime: 25 + "CO2 intensity": 0 + "discount rate": 0.07 + # Marginal and capital costs can be overwritten + # capital_cost: + # onwind: 500 + marginal_cost: + solar: 0.01 + onwind: 0.015 + offwind: 0.015 + hydro: 0. + H2: 0. + electrolysis: 0. + fuel cell: 0. + battery: 0. + battery inverter: 0. + emission_prices: + co2: 0. + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#clustering +clustering: + simplify_network: + to_substations: false + algorithm: kmeans # choose from: [hac, kmeans] + feature: solar+onwind-time + exclude_carriers: [] + remove_stubs: true + remove_stubs_across_borders: true + cluster_network: + algorithm: kmeans + feature: solar+onwind-time + exclude_carriers: [] + consider_efficiency_classes: false + aggregation_strategies: + generators: + committable: any + ramp_limit_up: max + ramp_limit_down: max + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#solving +solving: + #tmpdir: "path/to/tmp" + options: + clip_p_max_pu: 1.e-2 + load_shedding: true + noisy_costs: true + skip_iterations: true + rolling_horizon: false + seed: 123 + # options that go into the optimize function + track_iterations: false + min_iterations: 4 + max_iterations: 6 + transmission_losses: 0 + linearized_unit_commitment: true + horizon: 365 + + solver: + name: gurobi + options: gurobi-default + + solver_options: + highs-default: + # refer to https://ergo-code.github.io/HiGHS/options/definitions.html#solver + threads: 4 + solver: "ipm" + run_crossover: "off" + small_matrix_value: 1e-6 + large_matrix_value: 1e9 + primal_feasibility_tolerance: 1e-5 + dual_feasibility_tolerance: 1e-5 + ipm_optimality_tolerance: 1e-4 + parallel: "on" + random_seed: 123 + gurobi-default: + threads: 4 + method: 2 # barrier + crossover: 0 + BarConvTol: 1.e-6 + Seed: 123 + AggFill: 0 + PreDual: 0 + GURO_PAR_BARDENSETHRESH: 200 + gurobi-numeric-focus: + name: gurobi + NumericFocus: 3 # Favour numeric stability over speed + method: 2 # barrier + crossover: 0 # do not use crossover + BarHomogeneous: 1 # Use homogeneous barrier if standard does not converge + BarConvTol: 1.e-5 + FeasibilityTol: 1.e-4 + OptimalityTol: 1.e-4 + ObjScale: -0.5 + threads: 8 + Seed: 123 + gurobi-fallback: # Use gurobi defaults + name: gurobi + crossover: 0 + method: 2 # barrier + BarHomogeneous: 1 # Use homogeneous barrier if standard does not converge + BarConvTol: 1.e-5 + FeasibilityTol: 1.e-5 + OptimalityTol: 1.e-5 + Seed: 123 + threads: 8 + cplex-default: + threads: 4 + lpmethod: 4 # barrier + solutiontype: 2 # non basic solution, ie no crossover + barrier.convergetol: 1.e-5 + feasopt.tolerance: 1.e-6 + cbc-default: {} # Used in CI + glpk-default: {} # Used in CI + + mem: 30000 #memory in MB; 20 GB enough for 50+B+I+H2; 100 GB for 181+B+I+H2 + walltime: "12:00:00" + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#plotting +plotting: + map: + boundaries: [-11, 30, 34, 71] + color_geomap: + ocean: white + land: white + eu_node_location: + x: -5.5 + y: 46. + costs_max: 1000 + costs_threshold: 1 + energy_max: 20000 + energy_min: -20000 + energy_threshold: 50. + + nice_names: + OCGT: "Open-Cycle Gas" + CCGT: "Combined-Cycle Gas" + offwind-ac: "Offshore Wind (AC)" + offwind-dc: "Offshore Wind (DC)" + onwind: "Onshore Wind" + solar: "Solar" + PHS: "Pumped Hydro Storage" + hydro: "Reservoir & Dam" + battery: "Battery Storage" + H2: "Hydrogen Storage" + lines: "Transmission Lines" + ror: "Run of River" + ac: "AC" + dc: "DC" + + tech_colors: + # wind + onwind: "#235ebc" + onshore wind: "#235ebc" + offwind: "#6895dd" + offshore wind: "#6895dd" + offwind-ac: "#6895dd" + offshore wind (AC): "#6895dd" + offshore wind ac: "#6895dd" + offwind-dc: "#74c6f2" + offshore wind (DC): "#74c6f2" + offshore wind dc: "#74c6f2" + # water + hydro: '#298c81' + hydro reservoir: '#298c81' + ror: '#3dbfb0' + run of river: '#3dbfb0' + hydroelectricity: '#298c81' + PHS: '#51dbcc' + hydro+PHS: "#08ad97" + wave: '#a7d4cf' + # solar + solar: "#f9d002" + solar PV: "#f9d002" + solar thermal: '#ffbf2b' + residential rural solar thermal: '#f1c069' + services rural solar thermal: '#eabf61' + residential urban decentral solar thermal: '#e5bc5a' + services urban decentral solar thermal: '#dfb953' + urban central solar thermal: '#d7b24c' + solar rooftop: '#ffea80' + # gas + OCGT: '#e0986c' + OCGT marginal: '#e0986c' + OCGT-heat: '#e0986c' + gas boiler: '#db6a25' + gas boilers: '#db6a25' + gas boiler marginal: '#db6a25' + residential rural gas boiler: '#d4722e' + residential urban decentral gas boiler: '#cb7a36' + services rural gas boiler: '#c4813f' + services urban decentral gas boiler: '#ba8947' + urban central gas boiler: '#b0904f' + gas: '#e05b09' + fossil gas: '#e05b09' + natural gas: '#e05b09' + biogas to gas: '#e36311' + CCGT: '#a85522' + CCGT marginal: '#a85522' + allam: '#B98F76' + gas for industry co2 to atmosphere: '#692e0a' + gas for industry co2 to stored: '#8a3400' + gas for industry: '#853403' + gas for industry CC: '#692e0a' + gas pipeline: '#ebbca0' + gas pipeline new: '#a87c62' + # oil + oil: '#c9c9c9' + imported oil: '#c9c9c9' + oil boiler: '#adadad' + residential rural oil boiler: '#a9a9a9' + services rural oil boiler: '#a5a5a5' + residential urban decentral oil boiler: '#a1a1a1' + urban central oil boiler: '#9d9d9d' + services urban decentral oil boiler: '#999999' + agriculture machinery oil: '#949494' + shipping oil: "#808080" + land transport oil: '#afafaf' + # nuclear + Nuclear: '#ff8c00' + Nuclear marginal: '#ff8c00' + nuclear: '#ff8c00' + uranium: '#ff8c00' + # coal + Coal: '#545454' + coal: '#545454' + Coal marginal: '#545454' + solid: '#545454' + Lignite: '#826837' + lignite: '#826837' + Lignite marginal: '#826837' + # biomass + biogas: '#e3d37d' + biomass: '#baa741' + solid biomass: '#baa741' + solid biomass transport: '#baa741' + solid biomass for industry: '#7a6d26' + solid biomass for industry CC: '#47411c' + solid biomass for industry co2 from atmosphere: '#736412' + solid biomass for industry co2 to stored: '#47411c' + urban central solid biomass CHP: '#9d9042' + urban central solid biomass CHP CC: '#6c5d28' + biomass boiler: '#8A9A5B' + residential rural biomass boiler: '#a1a066' + residential urban decentral biomass boiler: '#b0b87b' + services rural biomass boiler: '#c6cf98' + services urban decentral biomass boiler: '#dde5b5' + biomass to liquid: '#32CD32' + BioSNG: '#123456' + # power transmission + lines: '#6c9459' + transmission lines: '#6c9459' + electricity distribution grid: '#97ad8c' + low voltage: '#97ad8c' + # electricity demand + Electric load: '#110d63' + electric demand: '#110d63' + electricity: '#110d63' + industry electricity: '#2d2a66' + industry new electricity: '#2d2a66' + agriculture electricity: '#494778' + # battery + EVs + battery: '#ace37f' + battery storage: '#ace37f' + battery charger: '#88a75b' + battery discharger: '#5d4e29' + home battery: '#80c944' + home battery storage: '#80c944' + home battery charger: '#5e8032' + home battery discharger: '#3c5221' + BEV charger: '#baf238' + V2G: '#e5ffa8' + land transport EV: '#baf238' + Li ion: '#baf238' + # hot water storage + water tanks: '#e69487' + residential rural water tanks: '#f7b7a3' + services rural water tanks: '#f3afa3' + residential urban decentral water tanks: '#f2b2a3' + services urban decentral water tanks: '#f1b4a4' + urban central water tanks: '#e9977d' + hot water storage: '#e69487' + hot water charging: '#e8998b' + urban central water tanks charger: '#b57a67' + residential rural water tanks charger: '#b4887c' + residential urban decentral water tanks charger: '#b39995' + services rural water tanks charger: '#b3abb0' + services urban decentral water tanks charger: '#b3becc' + hot water discharging: '#e99c8e' + urban central water tanks discharger: '#b9816e' + residential rural water tanks discharger: '#ba9685' + residential urban decentral water tanks discharger: '#baac9e' + services rural water tanks discharger: '#bbc2b8' + services urban decentral water tanks discharger: '#bdd8d3' + # heat demand + Heat load: '#cc1f1f' + heat: '#cc1f1f' + heat demand: '#cc1f1f' + rural heat: '#ff5c5c' + residential rural heat: '#ff7c7c' + services rural heat: '#ff9c9c' + central heat: '#cc1f1f' + urban central heat: '#d15959' + decentral heat: '#750606' + residential urban decentral heat: '#a33c3c' + services urban decentral heat: '#cc1f1f' + low-temperature heat for industry: '#8f2727' + process heat: '#ff0000' + agriculture heat: '#d9a5a5' + # heat supply + heat pumps: '#2fb537' + heat pump: '#2fb537' + air heat pump: '#36eb41' + residential urban decentral air heat pump: '#48f74f' + services urban decentral air heat pump: '#5af95d' + urban central air heat pump: '#6cfb6b' + ground heat pump: '#2fb537' + residential rural ground heat pump: '#48f74f' + services rural ground heat pump: '#5af95d' + Ambient: '#98eb9d' + CHP: '#8a5751' + urban central gas CHP: '#8d5e56' + CHP CC: '#634643' + urban central gas CHP CC: '#6e4e4c' + CHP heat: '#8a5751' + CHP electric: '#8a5751' + district heating: '#e8beac' + resistive heater: '#d8f9b8' + residential rural resistive heater: '#bef5b5' + residential urban decentral resistive heater: '#b2f1a9' + services rural resistive heater: '#a5ed9d' + services urban decentral resistive heater: '#98e991' + urban central resistive heater: '#8cdf85' + retrofitting: '#8487e8' + building retrofitting: '#8487e8' + # hydrogen + H2 for industry: "#f073da" + H2 for shipping: "#ebaee0" + H2: '#bf13a0' + hydrogen: '#bf13a0' + SMR: '#870c71' + SMR CC: '#4f1745' + H2 liquefaction: '#d647bd' + hydrogen storage: '#bf13a0' + H2 Store: '#bf13a0' + H2 storage: '#bf13a0' + land transport fuel cell: '#6b3161' + H2 pipeline: '#f081dc' + H2 pipeline retrofitted: '#ba99b5' + H2 Fuel Cell: '#c251ae' + H2 fuel cell: '#c251ae' + H2 turbine: '#991f83' + H2 Electrolysis: '#ff29d9' + H2 electrolysis: '#ff29d9' + # ammonia + NH3: '#46caf0' + ammonia: '#46caf0' + ammonia store: '#00ace0' + ammonia cracker: '#87d0e6' + Haber-Bosch: '#076987' + # syngas + Sabatier: '#9850ad' + methanation: '#c44ce6' + methane: '#c44ce6' + helmeth: '#e899ff' + # synfuels + Fischer-Tropsch: '#25c49a' + liquid: '#25c49a' + kerosene for aviation: '#a1ffe6' + naphtha for industry: '#57ebc4' + methanolisation: '#83d6d5' + methanol: '#468c8b' + shipping methanol: '#468c8b' + # co2 + CC: '#f29dae' + CCS: '#f29dae' + CO2 sequestration: '#f29dae' + DAC: '#ff5270' + co2 stored: '#f2385a' + co2: '#f29dae' + co2 vent: '#ffd4dc' + CO2 pipeline: '#f5627f' + # emissions + process emissions CC: '#000000' + process emissions: '#222222' + process emissions to stored: '#444444' + process emissions to atmosphere: '#888888' + oil emissions: '#aaaaaa' + shipping oil emissions: "#555555" + shipping methanol emissions: '#666666' + land transport oil emissions: '#777777' + agriculture machinery oil emissions: '#333333' + # other + shipping: '#03a2ff' + power-to-heat: '#2fb537' + power-to-gas: '#c44ce6' + power-to-H2: '#ff29d9' + power-to-liquid: '#25c49a' + gas-to-power/heat: '#ee8340' + waste: '#e3d37d' + other: '#000000' + geothermal: '#ba91b1' + AC: "#70af1d" + AC-AC: "#70af1d" + AC line: "#70af1d" + links: "#8a1caf" + HVDC links: "#8a1caf" + DC: "#8a1caf" + DC-DC: "#8a1caf" + DC link: "#8a1caf" From 60b1968eb07aa6a5c7c9f54ebe05ac339c136cd9 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 23 Aug 2023 13:27:40 +0200 Subject: [PATCH 079/608] check for missing buses --- scripts/add_existing_baseyear.py | 21 ++++++++++++++++----- 1 file changed, 16 insertions(+), 5 deletions(-) diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index b2c534e6..4e6caaaa 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -304,6 +304,17 @@ def add_power_capacities_installed_before_baseyear(n, grouping_years, costs, bas bus0 = vars(spatial)[carrier[generator]].nodes if "EU" not in vars(spatial)[carrier[generator]].locations: bus0 = bus0.intersection(capacity.index + " gas") + + # check for missing bus + missing_bus = pd.Index(bus0).difference(n.buses.index) + if not missing_bus.empty: + logger.info(f"add buses {bus0}") + n.madd("Bus", + bus0, + carrier=generator, + location=vars(spatial)[carrier[generator]].locations, + unit="MWh_el" + ) already_build = n.links.index.intersection(asset_i) new_build = asset_i.difference(n.links.index) @@ -605,13 +616,13 @@ if __name__ == "__main__": snakemake = mock_snakemake( "add_existing_baseyear", - configfiles="config/test/config.myopic.yaml", + # configfiles="config/test/config.myopic.yaml", simpl="", - clusters="5", - ll="v1.5", + clusters="37", + ll="v1.0", opts="", - sector_opts="24H-T-H-B-I-A-solar+p3-dist1", - planning_horizons=2030, + sector_opts="8760H-T-H-B-I-A-solar+p3-dist1", + planning_horizons=2020, ) logging.basicConfig(level=snakemake.config["logging"]["level"]) From a77f0f6ab17e7c367fd132b3f423155a2e877e48 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 21 Jul 2023 16:02:14 +0000 Subject: [PATCH 080/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/make_summary_perfect.py | 1 - scripts/prepare_perfect_foresight.py | 1 - 2 files changed, 2 deletions(-) diff --git a/scripts/make_summary_perfect.py b/scripts/make_summary_perfect.py index c1cce820..3ca2c170 100644 --- a/scripts/make_summary_perfect.py +++ b/scripts/make_summary_perfect.py @@ -2,7 +2,6 @@ # SPDX-FileCopyrightText: : 2020-2023 The PyPSA-Eur Authors # # SPDX-License-Identifier: MIT - """ Create summary CSV files for all scenario runs with perfect foresight including costs, capacities, capacity factors, curtailment, energy balances, prices and diff --git a/scripts/prepare_perfect_foresight.py b/scripts/prepare_perfect_foresight.py index 99534104..81ee7285 100644 --- a/scripts/prepare_perfect_foresight.py +++ b/scripts/prepare_perfect_foresight.py @@ -2,7 +2,6 @@ # SPDX-FileCopyrightText: : 2020-2023 The PyPSA-Eur Authors # # SPDX-License-Identifier: MIT - """ Concats pypsa networks of single investment periods to one network. """ From 8c5ca05eb49875356a5a942de2724c02be87ec79 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Thu, 24 Aug 2023 08:42:24 +0200 Subject: [PATCH 081/608] add carbon constraint to perfect --- scripts/solve_network.py | 57 ++++++++++++++++++++++++++++++++-------- 1 file changed, 46 insertions(+), 11 deletions(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 8c344233..5cc7d877 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -113,7 +113,7 @@ def _add_land_use_constraint_m(n, planning_horizons, config): n.generators.p_nom_max.clip(lower=0, inplace=True) -def add_co2_sequestration_limit(n, limit=200): +def add_co2_sequestration_limit(n, config, limit=200): """ Add a global constraint on the amount of Mt CO2 that can be sequestered. """ @@ -126,17 +126,51 @@ def add_co2_sequestration_limit(n, limit=200): continue limit = float(o[o.find("seq") + 3 :]) * 1e6 break - - n.add( + + if config["foresight"] == "perfect": + periods = n.investment_periods + names = pd.Index([f"co2_sequestration_limit-{period}" for period in periods]) + else: + periods = [np.nan] + names = pd.Index(["co2_sequestration_limit"]) + + n.madd( "GlobalConstraint", - "co2_sequestration_limit", + names, sense="<=", constant=limit, type="primary_energy", carrier_attribute="co2_absorptions", + investment_period=periods, ) +def add_carbon_neutral_constraint(n, snapshots): + glcs = n.global_constraints.query('type == "co2_limit"') + if glcs.empty: + return + for name, glc in glcs.iterrows(): + rhs = glc.constant + carattr = glc.carrier_attribute + emissions = n.carriers.query(f"{carattr} != 0")[carattr] + + if emissions.empty: + continue + + # stores + n.stores["carrier"] = n.stores.bus.map(n.buses.carrier) + stores = n.stores.query("carrier in @emissions.index and not e_cyclic") + time_valid = int(glc.loc["investment_period"]) + if not stores.empty: + last = n.snapshot_weightings.reset_index().groupby("period").last() + last_i = last.set_index([last.index, last.timestep]).index + final_e = n.model["Store-e"].loc[last_i, stores.index] + time_i = pd.IndexSlice[time_valid, :] + lhs = final_e.loc[time_i,:] - final_e.shift(snapshot=1).loc[time_i,:] + + n.model.add_constraints(lhs <= rhs, name=f"GlobalConstraint-{name}") + + def prepare_network( n, solve_opts=None, @@ -199,7 +233,7 @@ def prepare_network( if n.stores.carrier.eq("co2 stored").any(): limit = co2_sequestration_potential - add_co2_sequestration_limit(n, limit=limit) + add_co2_sequestration_limit(n, config, limit=limit) return n @@ -591,6 +625,7 @@ def extra_functionality(n, snapshots): add_EQ_constraints(n, o) add_battery_constraints(n) add_pipe_retrofit_constraint(n) + add_carbon_neutral_constraint(n, snapshots) def solve_network(n, config, solving, opts="", **kwargs): @@ -643,19 +678,19 @@ def solve_network(n, config, solving, opts="", **kwargs): return n - +#%% if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake snakemake = mock_snakemake( - "solve_sector_network", - configfiles="test/config.overnight.yaml", + "solve_sector_network_perfect", + configfiles="config/config.perfect.yaml", simpl="", opts="", - clusters="5", - ll="v1.5", - sector_opts="CO2L0-24H-T-H-B-I-A-solar+p3-dist1", + clusters="37", + ll="v1.0", + sector_opts="4380H-T-H-B-I-A-solar+p3-dist1", planning_horizons="2030", ) configure_logging(snakemake) From 4b073b0573dbd8c126e7e45f2badc9fa4cc4ce36 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Thu, 24 Aug 2023 08:42:52 +0200 Subject: [PATCH 082/608] add co2 store lifetime --- config/config.perfect.yaml | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/config/config.perfect.yaml b/config/config.perfect.yaml index a9954fe7..9a41f196 100644 --- a/config/config.perfect.yaml +++ b/config/config.perfect.yaml @@ -45,7 +45,7 @@ scenario: opts: - '' sector_opts: - - 2p0-co2min-8760H-T-H-B-I-A-solar+p3-dist1 + - 4380H-T-H-B-I-A-solar+p3-dist1 planning_horizons: - 2020 - 2030 @@ -468,6 +468,7 @@ sector: years_of_storage: 25 co2_sequestration_potential: 200 co2_sequestration_cost: 10 + co2_sequestration_lifetime: 50 co2_spatial: false co2network: false cc_fraction: 0.9 From 445216ae03eba4530ab2fce08d6e7a7a91e750f2 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Thu, 24 Aug 2023 08:43:29 +0200 Subject: [PATCH 083/608] adjust co2 glcs --- scripts/prepare_perfect_foresight.py | 46 +++++++++++++++++----------- 1 file changed, 28 insertions(+), 18 deletions(-) diff --git a/scripts/prepare_perfect_foresight.py b/scripts/prepare_perfect_foresight.py index 81ee7285..66af8ed1 100644 --- a/scripts/prepare_perfect_foresight.py +++ b/scripts/prepare_perfect_foresight.py @@ -179,8 +179,12 @@ def adjust_stores(n): # e_initial at beginning of each investment period e_initial_store = ["solid biomass", "biogas"] co2_i = n.stores[n.stores.carrier.isin(e_initial_store)].index - n.stores.loc[co2_i, "e_initial"] *= 10 - n.stores.loc[co2_i, "e_nom"] *= 10 + n.stores.loc[co2_i, "e_initial_per_period"] = True + # n.stores.loc[co2_i, "e_initial"] *= 10 + # n.stores.loc[co2_i, "e_nom"] *= 10 + e_initial_store = ["co2 stored"] + co2_i = n.stores[n.stores.carrier.isin(e_initial_store)].index + n.stores.loc[co2_i, "e_initial_per_period"] = True return n @@ -232,23 +236,17 @@ def set_carbon_constraints(n, opts): n.add( "GlobalConstraint", "Budget", - type="Co2constraint", + type="Co2Budget", carrier_attribute="co2_emissions", sense="<=", constant=budget, ) - if not "noco2neutral" in opts: - logger.info("Add carbon neutrality constraint.") - n.add( - "GlobalConstraint", - "Co2neutral", - type="Co2constraint", - carrier_attribute="co2_emissions", - investment_period=n.snapshots.levels[0][-1], - sense="<=", - constant=0, - ) + + else: + e_initial_store = ["co2 stored"] + co2_i = n.stores[n.stores.carrier.isin(e_initial_store)].index + n.stores.loc[co2_i, "e_initial_per_period"] = True # set minimum CO2 emission constraint to avoid too fast reduction if "co2min" in opts: emissions_1990 = 4.53693 @@ -263,14 +261,14 @@ def set_carbon_constraints(n, opts): ) n.add( "GlobalConstraint", - "Co2min", - type="Co2constraint", + f"Co2Min-{first_year}", + type="Co2min", carrier_attribute="co2_emissions", sense=">=", investment_period=first_year, constant=co2min * 1e9 * time_weightings, ) - + return n @@ -287,6 +285,15 @@ def adjust_lvlimit(n): return n + +def adjust_CO2_glc(n): + c = "GlobalConstraint" + glc_name = "CO2Limit" + glc_type = "primary_energy" + mask = (n.df(c).index.str.contains(glc_name)) & (n.df(c).type==glc_type) + n.df(c).loc[mask, "type"] = "co2_limit" + + return n # %% if __name__ == "__main__": if "snakemake" not in globals(): @@ -298,7 +305,7 @@ if __name__ == "__main__": opts="", clusters="37", ll="v1.0", - sector_opts="2p0-co2min-8760H-T-H-B-I-A-solar+p3-dist1", + sector_opts="4380H-T-H-B-I-A-solar+p3-dist1", ) update_config_with_sector_opts(snakemake.config, snakemake.wildcards.sector_opts) @@ -321,6 +328,9 @@ if __name__ == "__main__": # adjust global constraints lv limit if the same for all years n = adjust_lvlimit(n) + + # adjust global constraints CO2 limit + n = adjust_CO2_glc(n) # set phase outs set_all_phase_outs(n) # adjust stores to multi period investment From 3679687ed75d07124f11f55dff6514bb62e6f2fd Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Thu, 24 Aug 2023 08:43:50 +0200 Subject: [PATCH 084/608] add co2 store lifetime --- scripts/prepare_sector_network.py | 1 + 1 file changed, 1 insertion(+) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 37667ac5..9ddccb19 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -570,6 +570,7 @@ def add_co2_tracking(n, options): capital_cost=options["co2_sequestration_cost"], carrier="co2 stored", bus=spatial.co2.nodes, + lifetime=options["co2_sequestration_lifetime"], ) n.add("Carrier", "co2 stored") From d0f2d52853b8c068909528bff04abfc5aedf4cf1 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 24 Aug 2023 11:11:33 +0200 Subject: [PATCH 085/608] apply protected() to zenodo downloads; only retrieve monthly fuel/CO2 prices when necessary --- .gitignore | 14 +++++++------- doc/release_notes.rst | 4 ++++ rules/build_electricity.smk | 4 ++-- rules/build_sector.smk | 28 ++++++++++++++-------------- rules/common.smk | 2 +- rules/postprocess.smk | 2 +- rules/retrieve.smk | 36 ++++++++++++++++++++---------------- scripts/plot_summary.py | 2 +- 8 files changed, 50 insertions(+), 42 deletions(-) diff --git a/.gitignore b/.gitignore index 0adf0ae6..459ef860 100644 --- a/.gitignore +++ b/.gitignore @@ -28,18 +28,18 @@ dconf /data/links_p_nom.csv /data/*totals.csv /data/biomass* -/data/emobility/ -/data/eea* -/data/jrc* +/data/bundle-sector/emobility/ +/data/bundle-sector/eea* +/data/bundle-sector/jrc* /data/heating/ -/data/eurostat* +/data/bundle-sector/eurostat* /data/odyssee/ /data/transport_data.csv -/data/switzerland* +/data/bundle-sector/switzerland* /data/.nfs* -/data/Industrial_Database.csv +/data/bundle-sector/Industrial_Database.csv /data/retro/tabula-calculator-calcsetbuilding.csv -/data/nuts* +/data/bundle-sector/nuts* data/gas_network/scigrid-gas/ data/costs_*.csv diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 243e78ca..3a787104 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -16,6 +16,10 @@ Upcoming Release * The minimum capacity for renewable generators when using the myopic option has been fixed. +* Files downloaded from zenodo are now write-protected to prevent accidental re-download. + +* Files extracted from sector-coupled data bundle have been moved from ``data/`` to ``data/sector-bundle``. + PyPSA-Eur 0.8.1 (27th July 2023) ================================ diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index 383951bd..cf1732be 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -350,7 +350,7 @@ rule add_electricity: hydro_capacities=ancient("data/bundle/hydro_capacities.csv"), geth_hydro_capacities="data/geth2015_hydro_capacities.csv", unit_commitment="data/unit_commitment.csv", - fuel_price=RESOURCES + "monthly_fuel_price.csv", + fuel_price=RESOURCES + "monthly_fuel_price.csv" if config["conventional"]["dynamic_fuel_price"] else [], load=RESOURCES + "load.csv", nuts3_shapes=RESOURCES + "nuts3_shapes.geojson", output: @@ -478,7 +478,7 @@ rule prepare_network: input: RESOURCES + "networks/elec_s{simpl}_{clusters}_ec.nc", tech_costs=COSTS, - co2_price=RESOURCES + "co2_price.csv", + co2_price=lambda w: RESOURCES + "co2_price.csv" if "Ept" in w.opts else [], output: RESOURCES + "networks/elec_s{simpl}_{clusters}_ec_l{ll}_{opts}.nc", log: diff --git a/rules/build_sector.smk b/rules/build_sector.smk index 356abdc5..10a5f821 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -242,9 +242,9 @@ rule build_energy_totals: energy=config["energy"], input: nuts3_shapes=RESOURCES + "nuts3_shapes.geojson", - co2="data/eea/UNFCCC_v23.csv", - swiss="data/switzerland-sfoe/switzerland-new_format.csv", - idees="data/jrc-idees-2015", + co2="data/bundle-sector/eea/UNFCCC_v23.csv", + swiss="data/bundle-sector/switzerland-sfoe/switzerland-new_format.csv", + idees="data/bundle-sector/jrc-idees-2015", district_heat_share="data/district_heat_share.csv", eurostat=input_eurostat, output: @@ -272,7 +272,7 @@ rule build_biomass_potentials: "https://cidportal.jrc.ec.europa.eu/ftp/jrc-opendata/ENSPRESO/ENSPRESO_BIOMASS.xlsx", keep_local=True, ), - nuts2="data/nuts/NUTS_RG_10M_2013_4326_LEVL_2.geojson", # https://gisco-services.ec.europa.eu/distribution/v2/nuts/download/#nuts21 + nuts2="data/bundle-sector/nuts/NUTS_RG_10M_2013_4326_LEVL_2.geojson", # https://gisco-services.ec.europa.eu/distribution/v2/nuts/download/#nuts21 regions_onshore=RESOURCES + "regions_onshore_elec_s{simpl}_{clusters}.geojson", nuts3_population=ancient("data/bundle/nama_10r_3popgdp.tsv.gz"), swiss_cantons=ancient("data/bundle/ch_cantons.csv"), @@ -366,7 +366,7 @@ if not config["sector"]["regional_co2_sequestration_potential"]["enable"]: rule build_salt_cavern_potentials: input: - salt_caverns="data/h2_salt_caverns_GWh_per_sqkm.geojson", + salt_caverns="data/bundle-sector/h2_salt_caverns_GWh_per_sqkm.geojson", regions_onshore=RESOURCES + "regions_onshore_elec_s{simpl}_{clusters}.geojson", regions_offshore=RESOURCES + "regions_offshore_elec_s{simpl}_{clusters}.geojson", output: @@ -388,7 +388,7 @@ rule build_ammonia_production: params: countries=config["countries"], input: - usgs="data/myb1-2017-nitro.xls", + usgs="data/bundle-sector/myb1-2017-nitro.xls", output: ammonia_production=RESOURCES + "ammonia_production.csv", threads: 1 @@ -410,7 +410,7 @@ rule build_industry_sector_ratios: ammonia=config["sector"].get("ammonia", False), input: ammonia_production=RESOURCES + "ammonia_production.csv", - idees="data/jrc-idees-2015", + idees="data/bundle-sector/jrc-idees-2015", output: industry_sector_ratios=RESOURCES + "industry_sector_ratios.csv", threads: 1 @@ -432,8 +432,8 @@ rule build_industrial_production_per_country: countries=config["countries"], input: ammonia_production=RESOURCES + "ammonia_production.csv", - jrc="data/jrc-idees-2015", - eurostat="data/eurostat-energy_balances-may_2018_edition", + jrc="data/bundle-sector/jrc-idees-2015", + eurostat="data/bundle-sector/eurostat-energy_balances-may_2018_edition", output: industrial_production_per_country=RESOURCES + "industrial_production_per_country.csv", @@ -483,7 +483,7 @@ rule build_industrial_distribution_key: input: regions_onshore=RESOURCES + "regions_onshore_elec_s{simpl}_{clusters}.geojson", clustered_pop_layout=RESOURCES + "pop_layout_elec_s{simpl}_{clusters}.csv", - hotmaps_industrial_database="data/Industrial_Database.csv", + hotmaps_industrial_database="data/bundle-sector/Industrial_Database.csv", output: industrial_distribution_key=RESOURCES + "industrial_distribution_key_elec_s{simpl}_{clusters}.csv", @@ -558,7 +558,7 @@ rule build_industrial_energy_demand_per_country_today: countries=config["countries"], industry=config["industry"], input: - jrc="data/jrc-idees-2015", + jrc="data/bundle-sector/jrc-idees-2015", ammonia_production=RESOURCES + "ammonia_production.csv", industrial_production_per_country=RESOURCES + "industrial_production_per_country.csv", @@ -684,8 +684,8 @@ rule build_transport_demand: pop_weighted_energy_totals=RESOURCES + "pop_weighted_energy_totals_s{simpl}_{clusters}.csv", transport_data=RESOURCES + "transport_data.csv", - traffic_data_KFZ="data/emobility/KFZ__count", - traffic_data_Pkw="data/emobility/Pkw__count", + traffic_data_KFZ="data/bundle-sector/emobility/KFZ__count", + traffic_data_Pkw="data/bundle-sector/emobility/Pkw__count", temp_air_total=RESOURCES + "temp_air_total_elec_s{simpl}_{clusters}.nc", output: transport_demand=RESOURCES + "transport_demand_s{simpl}_{clusters}.csv", @@ -734,7 +734,7 @@ rule prepare_sector_network: avail_profile=RESOURCES + "avail_profile_s{simpl}_{clusters}.csv", dsm_profile=RESOURCES + "dsm_profile_s{simpl}_{clusters}.csv", co2_totals_name=RESOURCES + "co2_totals.csv", - co2="data/eea/UNFCCC_v23.csv", + co2="data/bundle-sector/eea/UNFCCC_v23.csv", biomass_potentials=RESOURCES + "biomass_potentials_s{simpl}_{clusters}.csv", heat_profile="data/heat_load_profile_BDEW.csv", costs="data/costs_{}.csv".format(config["costs"]["year"]) diff --git a/rules/common.smk b/rules/common.smk index ec5be355..d3416050 100644 --- a/rules/common.smk +++ b/rules/common.smk @@ -42,7 +42,7 @@ def has_internet_access(url="www.zenodo.org") -> bool: def input_eurostat(w): # 2016 includes BA, 2017 does not report_year = config["energy"]["eurostat_report_year"] - return f"data/eurostat-energy_balances-june_{report_year}_edition" + return f"data/bundle-sector/eurostat-energy_balances-june_{report_year}_edition" def solved_previous_horizon(wildcards): diff --git a/rules/postprocess.smk b/rules/postprocess.smk index d0909c4e..cf0038a3 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -115,7 +115,7 @@ rule plot_summary: energy=RESULTS + "csvs/energy.csv", balances=RESULTS + "csvs/supply_energy.csv", eurostat=input_eurostat, - co2="data/eea/UNFCCC_v23.csv", + co2="data/bundle-sector/eea/UNFCCC_v23.csv", output: costs=RESULTS + "graphs/costs.pdf", energy=RESULTS + "graphs/energy.pdf", diff --git a/rules/retrieve.smk b/rules/retrieve.smk index 0b60ee2e..363058ad 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -27,7 +27,7 @@ if config["enable"]["retrieve"] and config["enable"].get("retrieve_databundle", rule retrieve_databundle: output: - expand("data/bundle/{file}", file=datafiles), + protected(expand("data/bundle/{file}", file=datafiles)), log: LOGS + "retrieve_databundle.log", resources: @@ -92,7 +92,7 @@ if config["enable"]["retrieve"] and config["enable"].get( static=True, ), output: - RESOURCES + "natura.tiff", + protected(RESOURCES + "natura.tiff"), log: LOGS + "retrieve_natura_raster.log", resources: @@ -106,22 +106,26 @@ if config["enable"]["retrieve"] and config["enable"].get( "retrieve_sector_databundle", True ): datafiles = [ - "data/eea/UNFCCC_v23.csv", - "data/switzerland-sfoe/switzerland-new_format.csv", - "data/nuts/NUTS_RG_10M_2013_4326_LEVL_2.geojson", - "data/myb1-2017-nitro.xls", - "data/Industrial_Database.csv", - "data/emobility/KFZ__count", - "data/emobility/Pkw__count", - "data/h2_salt_caverns_GWh_per_sqkm.geojson", - directory("data/eurostat-energy_balances-june_2016_edition"), - directory("data/eurostat-energy_balances-may_2018_edition"), - directory("data/jrc-idees-2015"), + "eea/UNFCCC_v23.csv", + "switzerland-sfoe/switzerland-new_format.csv", + "nuts/NUTS_RG_10M_2013_4326_LEVL_2.geojson", + "myb1-2017-nitro.xls", + "Industrial_Database.csv", + "emobility/KFZ__count", + "emobility/Pkw__count", + "h2_salt_caverns_GWh_per_sqkm.geojson", + ] + + datafolders = [ + protected(directory("data/bundle-sector/eurostat-energy_balances-june_2016_edition")), + protected(directory("data/bundle-sector/eurostat-energy_balances-may_2018_edition")), + protected(directory("data/bundle-sector/jrc-idees-2015")), ] rule retrieve_sector_databundle: output: - *datafiles, + protected(expand("data/bundle-sector/{files}", files=datafiles)), + *datafolders log: LOGS + "retrieve_sector_databundle.log", retries: 2 @@ -143,7 +147,7 @@ if config["enable"]["retrieve"] and ( rule retrieve_gas_infrastructure_data: output: - expand("data/gas_network/scigrid-gas/data/{files}", files=datafiles), + protected(expand("data/gas_network/scigrid-gas/data/{files}", files=datafiles)), log: LOGS + "retrieve_gas_infrastructure_data.log", retries: 2 @@ -187,7 +191,7 @@ if config["enable"]["retrieve"]: static=True, ), output: - "data/shipdensity_global.zip", + protected("data/shipdensity_global.zip"), log: LOGS + "retrieve_ship_raster.log", resources: diff --git a/scripts/plot_summary.py b/scripts/plot_summary.py index 072c7128..a501dcf7 100644 --- a/scripts/plot_summary.py +++ b/scripts/plot_summary.py @@ -354,7 +354,7 @@ def historical_emissions(countries): """ # https://www.eea.europa.eu/data-and-maps/data/national-emissions-reported-to-the-unfccc-and-to-the-eu-greenhouse-gas-monitoring-mechanism-16 # downloaded 201228 (modified by EEA last on 201221) - fn = "data/eea/UNFCCC_v23.csv" + fn = "data/bundle-sector/eea/UNFCCC_v23.csv" df = pd.read_csv(fn, encoding="latin-1") df.loc[df["Year"] == "1985-1987", "Year"] = 1986 df["Year"] = df["Year"].astype(int) From b8dee184a9a9cb2ac16f24b18dd14cbfac6b3a35 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 24 Aug 2023 09:12:05 +0000 Subject: [PATCH 086/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/build_electricity.smk | 4 +++- rules/retrieve.smk | 14 ++++++++++---- scripts/add_existing_baseyear.py | 7 +++++-- scripts/build_industrial_distribution_key.py | 3 ++- 4 files changed, 20 insertions(+), 8 deletions(-) diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index cf1732be..f9fdc3ac 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -350,7 +350,9 @@ rule add_electricity: hydro_capacities=ancient("data/bundle/hydro_capacities.csv"), geth_hydro_capacities="data/geth2015_hydro_capacities.csv", unit_commitment="data/unit_commitment.csv", - fuel_price=RESOURCES + "monthly_fuel_price.csv" if config["conventional"]["dynamic_fuel_price"] else [], + fuel_price=RESOURCES + "monthly_fuel_price.csv" + if config["conventional"]["dynamic_fuel_price"] + else [], load=RESOURCES + "load.csv", nuts3_shapes=RESOURCES + "nuts3_shapes.geojson", output: diff --git a/rules/retrieve.smk b/rules/retrieve.smk index 363058ad..66ce76df 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -117,15 +117,19 @@ if config["enable"]["retrieve"] and config["enable"].get( ] datafolders = [ - protected(directory("data/bundle-sector/eurostat-energy_balances-june_2016_edition")), - protected(directory("data/bundle-sector/eurostat-energy_balances-may_2018_edition")), + protected( + directory("data/bundle-sector/eurostat-energy_balances-june_2016_edition") + ), + protected( + directory("data/bundle-sector/eurostat-energy_balances-may_2018_edition") + ), protected(directory("data/bundle-sector/jrc-idees-2015")), ] rule retrieve_sector_databundle: output: protected(expand("data/bundle-sector/{files}", files=datafiles)), - *datafolders + *datafolders, log: LOGS + "retrieve_sector_databundle.log", retries: 2 @@ -147,7 +151,9 @@ if config["enable"]["retrieve"] and ( rule retrieve_gas_infrastructure_data: output: - protected(expand("data/gas_network/scigrid-gas/data/{files}", files=datafiles)), + protected( + expand("data/gas_network/scigrid-gas/data/{files}", files=datafiles) + ), log: LOGS + "retrieve_gas_infrastructure_data.log", retries: 2 diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index 269705a7..08810470 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -447,8 +447,11 @@ def add_heating_capacities_installed_before_baseyear( ) # if rural heating demand for one of the nodes doesn't exist, # then columns were dropped before and heating demand share should be 0.0 - if all(f"{node} {service} rural heat" in p_set_sum.index for service in ["residential", "services"]) - else 0. + if all( + f"{node} {service} rural heat" in p_set_sum.index + for service in ["residential", "services"] + ) + else 0.0 for node in nodal_df.index ], index=nodal_df.index, diff --git a/scripts/build_industrial_distribution_key.py b/scripts/build_industrial_distribution_key.py index 63299570..bc4a26bc 100644 --- a/scripts/build_industrial_distribution_key.py +++ b/scripts/build_industrial_distribution_key.py @@ -13,13 +13,14 @@ logger = logging.getLogger(__name__) import uuid from itertools import product +import country_converter as coco import geopandas as gpd import pandas as pd from packaging.version import Version, parse -import country_converter as coco cc = coco.CountryConverter() + def locate_missing_industrial_sites(df): """ Locate industrial sites without valid locations based on city and From e41357e3d5a20500d4dfeb2b28f10cbe03b39339 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Thu, 24 Aug 2023 14:19:34 +0200 Subject: [PATCH 087/608] update carbon plot --- scripts/plot_summary.py | 142 ++++++++++++++++++---------------------- 1 file changed, 64 insertions(+), 78 deletions(-) diff --git a/scripts/plot_summary.py b/scripts/plot_summary.py index 629adc5d..376ac9df 100644 --- a/scripts/plot_summary.py +++ b/scripts/plot_summary.py @@ -365,8 +365,7 @@ def historical_emissions(countries): """ # https://www.eea.europa.eu/data-and-maps/data/national-emissions-reported-to-the-unfccc-and-to-the-eu-greenhouse-gas-monitoring-mechanism-16 # downloaded 201228 (modified by EEA last on 201221) - fn = "data/eea/UNFCCC_v23.csv" - df = pd.read_csv(fn, encoding="latin-1") + df = pd.read_csv(snakemake.input.co2, encoding="latin-1", low_memory=False) df.loc[df["Year"] == "1985-1987", "Year"] = 1986 df["Year"] = df["Year"].astype(int) df = df.set_index( @@ -390,16 +389,24 @@ def historical_emissions(countries): e["waste management"] = "5 - Waste management" e["other"] = "6 - Other Sector" e["indirect"] = "ind_CO2 - Indirect CO2" - e["total wL"] = "Total (with LULUCF)" - e["total woL"] = "Total (without LULUCF)" + # e["total wL"] = "Total (with LULUCF)" + # e["total woL"] = "Total (without LULUCF)" + + e["other LULUCF"] = "4.H - Other LULUCF" + pol = ["CO2"] # ["All greenhouse gases - (CO2 equivalent)"] if "GB" in countries: countries.remove("GB") countries.append("UK") - year = np.arange(1990, 2018).tolist() - + year = df.index.levels[0][df.index.levels[0]>=1990] + + missing = pd.Index(countries).difference(df.index.levels[2]) + if not missing.empty: + logger.warning(f"The following countries are missing and not considered when plotting historic CO2 emissions: {missing}") + countries = pd.Index(df.index.levels[2]).intersection(countries) + idx = pd.IndexSlice co2_totals = ( df.loc[idx[year, e.values, countries, pol], "emissions"] @@ -462,100 +469,80 @@ def plot_carbon_budget_distribution(input_eurostat): plt.rcParams["xtick.labelsize"] = 20 plt.rcParams["ytick.labelsize"] = 20 + # historic emissions + countries = snakemake.params.countries + e_1990 = co2_emissions_year( + countries, input_eurostat, opts, snakemake, year=1990 + ) + emissions = historical_emissions(countries) + # add other years https://sdi.eea.europa.eu/data/0569441f-2853-4664-a7cd-db969ef54de0 + emissions.loc[2019] = 2.971372 + emissions.loc[2020] = 2.691958 + emissions.loc[2020] = 2.869355 + + + if snakemake.config["foresight"] == "myopic": + path_cb = "results/" + snakemake.params.RDIR + "/csvs/" + co2_cap = pd.read_csv(path_cb + "carbon_budget_distribution.csv", index_col=0)[["cb"]] + co2_cap *= e_1990 + else: + supply_energy = pd.read_csv(snakemake.input.balances, + index_col=[0,1,2], header=[0,1,2, 3]) + co2_cap = supply_energy.loc["co2"].droplevel(0).drop("co2").sum().unstack().T/1e9 + co2_cap.rename(index=lambda x: int(x), inplace=True) + plt.figure(figsize=(10, 7)) gs1 = gridspec.GridSpec(1, 1) ax1 = plt.subplot(gs1[0, 0]) - ax1.set_ylabel("CO$_2$ emissions (Gt per year)", fontsize=22) - ax1.set_ylim([0, 5]) + ax1.set_ylabel("CO$_2$ emissions \n [Gt per year]", fontsize=22) + # ax1.set_ylim([0, 5]) ax1.set_xlim([1990, snakemake.params.planning_horizons[-1] + 1]) - path_cb = "results/" + snakemake.params.RDIR + "/csvs/" - countries = snakemake.params.countries - e_1990 = co2_emissions_year(countries, input_eurostat, opts, year=1990) - CO2_CAP = pd.read_csv(path_cb + "carbon_budget_distribution.csv", index_col=0) - - ax1.plot(e_1990 * CO2_CAP[o], linewidth=3, color="dodgerblue", label=None) - - emissions = historical_emissions(countries) - ax1.plot(emissions, color="black", linewidth=3, label=None) - # plot committed and uder-discussion targets + # plot committed and under-discussion targets # (notice that historical emissions include all countries in the # network, but targets refer to EU) - ax1.plot( - [2020], - [0.8 * emissions[1990]], - marker="*", - markersize=12, - markerfacecolor="black", - markeredgecolor="black", - ) ax1.plot( - [2030], - [0.45 * emissions[1990]], - marker="*", - markersize=12, - markerfacecolor="white", - markeredgecolor="black", - ) + [2030], + [0.45 * emissions[1990]], + marker="*", + markersize=12, + markerfacecolor="black", + markeredgecolor="black", + ) + + ax1.plot( - [2030], - [0.6 * emissions[1990]], - marker="*", - markersize=12, - markerfacecolor="black", - markeredgecolor="black", - ) + [2050], + [0.0 * emissions[1990]], + marker="*", + markersize=12, + markerfacecolor="black", + markeredgecolor="black", + label="EU commited target", + ) - ax1.plot( - [2050, 2050], - [x * emissions[1990] for x in [0.2, 0.05]], - color="gray", - linewidth=2, - marker="_", - alpha=0.5, - ) - - ax1.plot( - [2050], - [0.01 * emissions[1990]], - marker="*", - markersize=12, - markerfacecolor="white", - linewidth=0, - markeredgecolor="black", - label="EU under-discussion target", - zorder=10, - clip_on=False, - ) - - ax1.plot( - [2050], - [0.125 * emissions[1990]], - "ro", - marker="*", - markersize=12, - markerfacecolor="black", - markeredgecolor="black", - label="EU committed target", - ) + for col in co2_cap.columns: + ax1.plot(co2_cap[col], linewidth=3, label=col) + ax1.legend( fancybox=True, fontsize=18, loc=(0.01, 0.01), facecolor="white", frameon=True ) + + plt.grid(axis="y") - path_cb_plot = "results/" + snakemake.params.RDIR + "/graphs/" - plt.savefig(path_cb_plot + "carbon_budget_plot.pdf", dpi=300) + plt.savefig(snakemake.output.co2_emissions, bbox_inches="tight") #%% if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake - snakemake = mock_snakemake("plot_summary") + snakemake = mock_snakemake("plot_summary_perfect") logging.basicConfig(level=snakemake.config["logging"]["level"]) @@ -569,6 +556,5 @@ if __name__ == "__main__": for sector_opts in snakemake.params.sector_opts: opts = sector_opts.split("-") - for o in opts: - if "cb" in o: - plot_carbon_budget_distribution(snakemake.input.eurostat) + if any(["cb" in o for o in opts]) or (snakemake.config["foresight"]=="perfect"): + plot_carbon_budget_distribution(snakemake.input.eurostat) From c10afdc857dbd5195f8f3dae0635abf932ad9976 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Thu, 24 Aug 2023 14:20:14 +0200 Subject: [PATCH 088/608] adjust co2_emission fct --- scripts/prepare_sector_network.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 9ddccb19..207fa263 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -192,17 +192,17 @@ def get(item, investment_year=None): def co2_emissions_year( - countries, input_eurostat, opts, emissions_scope, report_year, year + countries, input_eurostat, opts, snakemake, year ): """ Calculate CO2 emissions in one specific year (e.g. 1990 or 2018). """ - emissions_scope = snakemake.params.energy["emissions"] + emissions_scope = snakemake.config["energy"]["emissions"] eea_co2 = build_eea_co2(snakemake.input.co2, year, emissions_scope) # TODO: read Eurostat data from year > 2014 # this only affects the estimation of CO2 emissions for BA, RS, AL, ME, MK - report_year = snakemake.params.energy["eurostat_report_year"] + report_year = snakemake.config["energy"]["eurostat_report_year"] if year > 2014: eurostat_co2 = build_eurostat_co2( input_eurostat, countries, report_year, year=2014 @@ -241,12 +241,12 @@ def build_carbon_budget(o, input_eurostat, fn, emissions_scope, report_year): countries = snakemake.params.countries e_1990 = co2_emissions_year( - countries, input_eurostat, opts, emissions_scope, report_year, year=1990 + countries, input_eurostat, opts, snakemake, year=1990 ) # emissions at the beginning of the path (last year available 2018) e_0 = co2_emissions_year( - countries, input_eurostat, opts, emissions_scope, report_year, year=2018 + countries, input_eurostat, opts, snakemake, year=2018, ) planning_horizons = snakemake.params.planning_horizons From 49ec50171b2777c8b97164cd4d45baeeb2739fd5 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Thu, 24 Aug 2023 14:21:02 +0200 Subject: [PATCH 089/608] fix bug network dict --- scripts/make_summary_perfect.py | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/scripts/make_summary_perfect.py b/scripts/make_summary_perfect.py index 3ca2c170..714f55b8 100644 --- a/scripts/make_summary_perfect.py +++ b/scripts/make_summary_perfect.py @@ -704,10 +704,13 @@ if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake snakemake = mock_snakemake("make_summary_perfect") - + + run = snakemake.config["run"]["name"] + if run!="": run += "/" + networks_dict = { (clusters, lv, opts + sector_opts): "results/" - + snakemake.config["run"]["name"] + + run + f"postnetworks/elec_s{simpl}_{clusters}_l{lv}_{opts}_{sector_opts}_brownfield_all_years.nc" for simpl in snakemake.config["scenario"]["simpl"] for clusters in snakemake.config["scenario"]["clusters"] From 4fb2116968cb0e0cb01dd88fa3c824405526d7e7 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Thu, 24 Aug 2023 14:21:32 +0200 Subject: [PATCH 090/608] set shared_resoruces true --- config/config.perfect.yaml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/config/config.perfect.yaml b/config/config.perfect.yaml index 9a41f196..fcee4972 100644 --- a/config/config.perfect.yaml +++ b/config/config.perfect.yaml @@ -20,9 +20,9 @@ remote: # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#run run: - name: "" + name: "test_co2limit" disable_progressbar: false - shared_resources: false + shared_resources: true shared_cutouts: true # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#foresight From f2b01fbbe03eab25e663d26575c45b3460117be6 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Thu, 24 Aug 2023 14:43:36 +0200 Subject: [PATCH 091/608] plot summary with usual script --- rules/solve_perfect.smk | 34 +--------------------------------- scripts/plot_summary.py | 9 ++++----- 2 files changed, 5 insertions(+), 38 deletions(-) diff --git a/rules/solve_perfect.smk b/rules/solve_perfect.smk index 93c5096a..bfd441f1 100644 --- a/rules/solve_perfect.smk +++ b/rules/solve_perfect.smk @@ -190,39 +190,7 @@ rule make_summary_perfect: "../scripts/make_summary_perfect.py" -rule plot_summary_perfect: - input: - **{ - f"costs_{year}": f"data/costs_{year}.csv" - for year in config["scenario"]["planning_horizons"] - }, - costs_csv=RESULTS + "csvs/costs.csv", - energy=RESULTS + "csvs/energy.csv", - balances=RESULTS + "csvs/supply_energy.csv", - eea="data/eea/UNFCCC_v24.csv", - countries=RESULTS + "csvs/nodal_capacities.csv", - co2_emissions=RESULTS + "csvs/co2_emissions.csv", - capacities=RESULTS + "csvs/capacities.csv", - capital_cost=RESULTS + "csvs/capital_cost.csv", - output: - costs1=RESULTS + "graphs/costs.pdf", - costs2=RESULTS + "graphs/costs2.pdf", - costs3=RESULTS + "graphs/total_costs_per_year.pdf", - # energy="results" + '/' + config['run'] + '/graphs/energy.pdf', - balances=RESULTS + "graphs/balances-energy.pdf", - co2_emissions=RESULTS + "graphs/carbon_budget_plot.pdf", - capacities=RESULTS + "graphs/capacities.pdf", - threads: 2 - resources: - mem_mb=10000, - log: - LOGS + "plot_summary_perfect.log", - benchmark: - (BENCHMARKS + "plot_summary_perfect") - conda: - "../envs/environment.yaml" - script: - "../scripts/plot_summary_perfect.py" + ruleorder: add_existing_baseyear > add_brownfield diff --git a/scripts/plot_summary.py b/scripts/plot_summary.py index 376ac9df..8405bd8f 100644 --- a/scripts/plot_summary.py +++ b/scripts/plot_summary.py @@ -356,7 +356,6 @@ def plot_balances(): fig.savefig(snakemake.output.balances[:-10] + k + ".pdf", bbox_inches="tight") - plt.cla() def historical_emissions(countries): @@ -478,7 +477,7 @@ def plot_carbon_budget_distribution(input_eurostat): # add other years https://sdi.eea.europa.eu/data/0569441f-2853-4664-a7cd-db969ef54de0 emissions.loc[2019] = 2.971372 emissions.loc[2020] = 2.691958 - emissions.loc[2020] = 2.869355 + emissions.loc[2021] = 2.869355 if snakemake.config["foresight"] == "myopic": @@ -534,15 +533,15 @@ def plot_carbon_budget_distribution(input_eurostat): ) plt.grid(axis="y") - - plt.savefig(snakemake.output.co2_emissions, bbox_inches="tight") + path = snakemake.output.balances.split("balances")[0] + "carbon_budget.pdf" + plt.savefig(path, bbox_inches="tight") #%% if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake - snakemake = mock_snakemake("plot_summary_perfect") + snakemake = mock_snakemake("plot_summary") logging.basicConfig(level=snakemake.config["logging"]["level"]) From be23b5c56a31e383003d3849a55bbdeffb6e4428 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Thu, 24 Aug 2023 15:32:23 +0200 Subject: [PATCH 092/608] add network plot for perfect --- rules/postprocess.smk | 12 +-- scripts/plot_network.py | 183 ++++++++++++++++++++++++++++++++++++---- 2 files changed, 174 insertions(+), 21 deletions(-) diff --git a/rules/postprocess.smk b/rules/postprocess.smk index ca1d6fac..32775220 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -44,16 +44,18 @@ if config["foresight"] == "perfect": + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years.nc", regions=RESOURCES + "regions_onshore_elec_s{simpl}_{clusters}.geojson", output: - map=RESULTS - + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-costs-all_{year}.pdf", - today=RESULTS - + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{year}-today.pdf", + **{ + f"map_{year}": RESULTS + + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-costs-all_" + + f"{year}.pdf" + for year in config["scenario"]["planning_horizons"] + }, threads: 2 resources: mem_mb=10000, benchmark: BENCHMARKS - + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{year}_brownfield_all_years_benchmark.txt", + + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years_benchmark", conda: "../envs/environment.yaml" script: diff --git a/scripts/plot_network.py b/scripts/plot_network.py index ae1d0e0a..3203f5ab 100644 --- a/scripts/plot_network.py +++ b/scripts/plot_network.py @@ -24,7 +24,7 @@ from make_summary import assign_carriers from plot_summary import preferred_order, rename_techs from pypsa.plot import add_legend_circles, add_legend_lines, add_legend_patches -plt.style.use(["ggplot", "matplotlibrc"]) +plt.style.use(["ggplot"]) def rename_techs_tyndp(tech): @@ -913,6 +913,153 @@ def plot_series(network, carrier="AC", name="test"): ) +def plot_map_perfect(network, components=["Link", "Store", "StorageUnit", "Generator"], + bus_size_factor=1.7e10): + + n = network.copy() + assign_location(n) + # Drop non-electric buses so they don't clutter the plot + n.buses.drop(n.buses.index[n.buses.carrier != "AC"], inplace=True) + # investment periods + investments = n.snapshots.levels[0] + + costs = {} + for comp in components: + df_c = n.df(comp) + if df_c.empty: continue + df_c["nice_group"] = df_c.carrier.map(rename_techs_tyndp) + + attr = "e_nom_opt" if comp == "Store" else "p_nom_opt" + + active = pd.concat( + [ + n.get_active_assets(comp, inv_p).rename(inv_p) + for inv_p in investments + ], + axis=1, + ).astype(int) + capital_cost = n.df(comp)[attr] * n.df(comp).capital_cost + capital_cost_t = ((active.mul(capital_cost, axis=0)) + .groupby([n.df(comp).location, + n.df(comp).nice_group]).sum()) + + capital_cost_t.drop("load", level=1, inplace=True, errors="ignore") + + costs[comp] = capital_cost_t + + costs = pd.concat(costs).groupby(level=[1,2]).sum() + costs.drop(costs[costs.sum(axis=1)==0].index, inplace=True) + + new_columns = (preferred_order.intersection(costs.index.levels[1]) + .append(costs.index.levels[1].difference(preferred_order))) + costs = costs.reindex(new_columns, level=1) + + for item in new_columns: + if item not in snakemake.config['plotting']['tech_colors']: + print("Warning!",item,"not in config/plotting/tech_colors, assign random color") + snakemake.config['plotting']['tech_colors'] = "pink" + + n.links.drop(n.links.index[(n.links.carrier != "DC") & ( + n.links.carrier != "B2B")], inplace=True) + + # drop non-bus + to_drop = costs.index.levels[0].symmetric_difference(n.buses.index) + if len(to_drop) != 0: + print("dropping non-buses", to_drop) + costs.drop(to_drop, level=0, inplace=True, axis=0, errors="ignore") + + # make sure they are removed from index + costs.index = pd.MultiIndex.from_tuples(costs.index.values) + + # PDF has minimum width, so set these to zero + line_lower_threshold = 500. + line_upper_threshold = 1e4 + linewidth_factor = 2e3 + ac_color = "gray" + dc_color = "m" + + line_widths = n.lines.s_nom_opt + link_widths = n.links.p_nom_opt + linewidth_factor = 2e3 + line_lower_threshold = 0. + title = "Today's transmission" + + line_widths[line_widths < line_lower_threshold] = 0. + link_widths[link_widths < line_lower_threshold] = 0. + + line_widths[line_widths > line_upper_threshold] = line_upper_threshold + link_widths[link_widths > line_upper_threshold] = line_upper_threshold + + for year in costs.columns: + + fig, ax = plt.subplots(subplot_kw={"projection": ccrs.PlateCarree()}) + fig.set_size_inches(7, 6) + fig.suptitle(year) + + n.plot( + bus_sizes=costs[year] / bus_size_factor, + bus_colors=snakemake.config['plotting']['tech_colors'], + line_colors=ac_color, + link_colors=dc_color, + line_widths=line_widths / linewidth_factor, + link_widths=link_widths / linewidth_factor, + ax=ax, **map_opts + ) + + sizes = [20, 10, 5] + labels = [f"{s} bEUR/a" for s in sizes] + sizes = [s / bus_size_factor * 1e9 for s in sizes] + + legend_kw = dict( + loc="upper left", + bbox_to_anchor=(0.01, 1.06), + labelspacing=0.8, + frameon=False, + handletextpad=0, + title="system cost", + ) + + add_legend_circles( + ax, + sizes, + labels, + srid=n.srid, + patch_kw=dict(facecolor="lightgrey"), + legend_kw=legend_kw, + ) + + sizes = [10, 5] + labels = [f"{s} GW" for s in sizes] + scale = 1e3 / linewidth_factor + sizes = [s * scale for s in sizes] + + legend_kw = dict( + loc="upper left", + bbox_to_anchor=(0.27, 1.06), + frameon=False, + labelspacing=0.8, + handletextpad=1, + title=title, + ) + + add_legend_lines( + ax, sizes, labels, patch_kw=dict(color="lightgrey"), legend_kw=legend_kw + ) + + legend_kw = dict( + bbox_to_anchor=(1.52, 1.04), + frameon=False, + ) + + + fig.savefig( + snakemake.output[f"map_{year}"], + transparent=True, + bbox_inches="tight" + ) + + +#%% if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake @@ -921,10 +1068,9 @@ if __name__ == "__main__": "plot_network", simpl="", opts="", - clusters="5", - ll="v1.5", - sector_opts="CO2L0-1H-T-H-B-I-A-solar+p3-dist1", - planning_horizons="2030", + clusters="37", + ll="v1.0", + sector_opts="4380H-T-H-B-I-A-solar+p3-dist1", ) logging.basicConfig(level=snakemake.config["logging"]["level"]) @@ -937,17 +1083,22 @@ if __name__ == "__main__": if map_opts["boundaries"] is None: map_opts["boundaries"] = regions.total_bounds[[0, 2, 1, 3]] + [-1, 1, -1, 1] - - plot_map( - n, - components=["generators", "links", "stores", "storage_units"], - bus_size_factor=2e10, - transmission=False, - ) - - plot_h2_map(n, regions) - plot_ch4_map(n) - plot_map_without(n) + + if snakemake.params["foresight"] == "perfect": + plot_map_perfect(n, + components=["Link", "Store", "StorageUnit", "Generator"], + bus_size_factor=2e10) + else: + plot_map( + n, + components=["generators", "links", "stores", "storage_units"], + bus_size_factor=2e10, + transmission=False, + ) + + plot_h2_map(n, regions) + plot_ch4_map(n) + plot_map_without(n) # plot_series(n, carrier="AC", name=suffix) # plot_series(n, carrier="heat", name=suffix) From 73df3788372c444742646cb74ea478b0790f1822 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Thu, 24 Aug 2023 15:48:06 +0200 Subject: [PATCH 093/608] add memory logger --- scripts/solve_network.py | 23 ++++++++++++++++------- 1 file changed, 16 insertions(+), 7 deletions(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 5cc7d877..cb636ef5 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -35,6 +35,8 @@ import pypsa import xarray as xr from _helpers import configure_logging, update_config_with_sector_opts +from vresutils.benchmark import memory_logger + logger = logging.getLogger(__name__) pypsa.pf.logger.setLevel(logging.WARNING) from pypsa.descriptors import get_switchable_as_dense as get_as_dense @@ -717,14 +719,21 @@ if __name__ == "__main__": planning_horizons=snakemake.params.planning_horizons, co2_sequestration_potential=snakemake.params["co2_sequestration_potential"], ) + + with memory_logger(filename=getattr(snakemake.log, 'memory', None), interval=30.) as mem: + + n = solve_network( + n, + config=snakemake.config, + solving=snakemake.params.solving, + opts=opts, + log_fn=snakemake.log.solver, + ) + + logger.info("Maximum memory usage: {}".format(mem.mem_usage)) + + - n = solve_network( - n, - config=snakemake.config, - solving=snakemake.params.solving, - opts=opts, - log_fn=snakemake.log.solver, - ) n.meta = dict(snakemake.config, **dict(wildcards=dict(snakemake.wildcards))) n.export_to_netcdf(snakemake.output[0]) From 6b07faf7cdd8a5621567029a78b81e046773472a Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Thu, 24 Aug 2023 15:50:37 +0200 Subject: [PATCH 094/608] intermediate solution glc transmission --- scripts/solve_network.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index cb636ef5..97ff2b7e 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -710,6 +710,9 @@ if __name__ == "__main__": np.random.seed(solve_opts.get("seed", 123)) n = pypsa.Network(snakemake.input.network) + + # todo + n.remove("GlobalConstraint", "lv_limit") n = prepare_network( n, From ca0d67110ecba86373b62a6a7da06cc0b2692388 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Fri, 25 Aug 2023 10:49:03 +0200 Subject: [PATCH 095/608] add land use constraint --- scripts/solve_network.py | 68 ++++++++++++++++++++++++++++++++++++++-- 1 file changed, 66 insertions(+), 2 deletions(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 97ff2b7e..3ad460f3 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -32,6 +32,7 @@ import re import numpy as np import pandas as pd import pypsa +from pypsa.descriptors import nominal_attrs import xarray as xr from _helpers import configure_logging, update_config_with_sector_opts @@ -40,13 +41,72 @@ from vresutils.benchmark import memory_logger logger = logging.getLogger(__name__) pypsa.pf.logger.setLevel(logging.WARNING) from pypsa.descriptors import get_switchable_as_dense as get_as_dense - +from linopy.expressions import merge +from numpy import isnan def add_land_use_constraint(n, planning_horizons, config): if "m" in snakemake.wildcards.clusters: _add_land_use_constraint_m(n, planning_horizons, config) else: _add_land_use_constraint(n) + + +def add_land_use_constraint_perfect(n): + """Add global constraints for tech capacity limit. + """ + logger.info("Add land-use constraint for perfect foresight") + def compress_series(s): + + def process_group(group): + if group.nunique() == 1: + return pd.Series(group.iloc[0], index=[None]) + else: + return group + + return s.groupby(level=[0,1]).apply(process_group) + + def new_index_name(t): + # Convert all elements to string and filter out None values + parts = [str(x) for x in t if x is not None] + # Join with space, but use a dash for the last item if not None + return ' '.join(parts[:2]) + (f'-{parts[-1]}' if len(parts) > 2 else '') + + def check_p_min_p_max(p_nom_max): + p_nom_min = n.generators[ext_i].groupby(grouper).sum().p_nom_min + p_nom_min = p_nom_min.reindex(p_nom_max.index) + check = (p_nom_min.groupby(level=[0,1]).sum()>p_nom_max.groupby(level=[0,1]).min()) + if check.sum(): + logger.warning(f"summed p_min_pu values at node larger than technical potential {check[check].index}") + + grouper = [n.generators.carrier, n.generators.bus, n.generators.build_year] + ext_i = n.generators.p_nom_extendable + # get technical limit per node and investment period + p_nom_max = n.generators[ext_i].groupby(grouper).min().p_nom_max + # drop carriers without tech limit + p_nom_max = p_nom_max[~p_nom_max.isin([np.inf, np.nan])] + # carrier + carriers = p_nom_max.index.get_level_values(0).unique() + gen_i = n.generators[(n.generators.carrier.isin(carriers)) & + (ext_i) & + (n.generators.build_year>n.investment_periods[0]) + ].index + n.generators.loc[gen_i, "p_nom_min"] = 0 + # check minimum capacities + check_p_min_p_max(p_nom_max) + # drop multi entries in case p_nom_max stays constant in different periods + # p_nom_max = compress_series(p_nom_max) + # adjust name to fit syntax of nominal constraint per bus + df = p_nom_max.reset_index() + df["name"] = df.apply(lambda row: f"nom_max_{row['carrier']}" + + (f"_{row['build_year']}" if row['build_year'] is not None else ""), + axis=1) + + for name in df.name.unique(): + df_carrier = df[df.name==name] + bus = df_carrier.bus + n.buses.loc[bus, name] = df_carrier.p_nom_max.values + + return n def _add_land_use_constraint(n): @@ -232,6 +292,9 @@ def prepare_network( if foresight == "myopic": add_land_use_constraint(n, planning_horizons, config) + + if foresight == "perfect": + n = add_land_use_constraint_perfect(n) if n.stores.carrier.eq("co2 stored").any(): limit = co2_sequestration_potential @@ -627,7 +690,8 @@ def extra_functionality(n, snapshots): add_EQ_constraints(n, o) add_battery_constraints(n) add_pipe_retrofit_constraint(n) - add_carbon_neutral_constraint(n, snapshots) + if n._multi_invest: + add_carbon_neutral_constraint(n, snapshots) def solve_network(n, config, solving, opts="", **kwargs): From 727aab92f5b3880ff032440d3b8c4a4bb421b0dc Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Fri, 25 Aug 2023 10:50:25 +0200 Subject: [PATCH 096/608] rm intermediate solution --- scripts/solve_network.py | 2 -- 1 file changed, 2 deletions(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 3ad460f3..9137dd14 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -775,8 +775,6 @@ if __name__ == "__main__": n = pypsa.Network(snakemake.input.network) - # todo - n.remove("GlobalConstraint", "lv_limit") n = prepare_network( n, From e6d779a91f0dd8896f3da5dbe37db51f3593fa7b Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Fri, 25 Aug 2023 11:56:29 +0200 Subject: [PATCH 097/608] first step add max_growth --- config/config.perfect.yaml | 5 +++++ scripts/solve_network.py | 21 +++++++++++++++++++++ 2 files changed, 26 insertions(+) diff --git a/config/config.perfect.yaml b/config/config.perfect.yaml index fcee4972..fcbbef74 100644 --- a/config/config.perfect.yaml +++ b/config/config.perfect.yaml @@ -499,6 +499,11 @@ sector: OCGT: gas biomass_to_liquid: false biosng: false + max_growth: + onwind: 16 + solar: 28 + offwind-ac: 35 + offwind-dc 35 # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#industry industry: diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 9137dd14..9a9d353e 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -232,6 +232,25 @@ def add_carbon_neutral_constraint(n, snapshots): n.model.add_constraints(lhs <= rhs, name=f"GlobalConstraint-{name}") + +def add_max_growth(n): + """Add maximum growth rates for different carriers""" + logger.info("set maximum growth rate of renewables.") + # solar max grow so far 28 GW in Europe https://www.iea.org/reports/renewables-2020/solar-pv + n.carriers.loc["solar", "max_growth"] = 280 * 1.3 * 1e3 # 70 * 1e3 + # onshore max grow so far 16 GW in Europe https://www.iea.org/reports/renewables-2020/wind + n.carriers.loc["onwind", "max_growth"] = 160 * 1.3 * 1e3 # 40 * 1e3 + # offshore max grow so far 3.5 GW in Europe https://windeurope.org/about-wind/statistics/offshore/european-offshore-wind-industry-key-trends-statistics-2019/ + n.carriers.loc[["offwind-ac", "offwind-dc"], "max_growth"] = 35 * 1.3 * 1e3 # 8.75 * 1e3 + + res = ["solar", "onwind", "offwind-ac", "offwind-dc"] + n.carriers.loc[res, "max_relative_growth"] = 3 + + # # heating sector + # heat_c = n.carriers[n.carriers.index.str.contains("pump")].index + # n.carriers.loc[res, "max_relative_growth"] = 2 + + return n def prepare_network( n, @@ -295,6 +314,7 @@ def prepare_network( if foresight == "perfect": n = add_land_use_constraint_perfect(n) + n = add_max_growth(n) if n.stores.carrier.eq("co2 stored").any(): limit = co2_sequestration_potential @@ -665,6 +685,7 @@ def add_pipe_retrofit_constraint(n): n.model.add_constraints(lhs == rhs, name="Link-pipe_retrofit") + def extra_functionality(n, snapshots): """ Collects supplementary constraints which will be passed to From 3fcf3f2fe65813736dba92917822e627569e2059 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Fri, 25 Aug 2023 13:27:34 +0200 Subject: [PATCH 098/608] move max growth assumptions to config --- config/config.perfect.yaml | 19 ++++++++++++++----- scripts/solve_network.py | 35 +++++++++++++++++------------------ 2 files changed, 31 insertions(+), 23 deletions(-) diff --git a/config/config.perfect.yaml b/config/config.perfect.yaml index fcbbef74..1787c640 100644 --- a/config/config.perfect.yaml +++ b/config/config.perfect.yaml @@ -499,11 +499,20 @@ sector: OCGT: gas biomass_to_liquid: false biosng: false - max_growth: - onwind: 16 - solar: 28 - offwind-ac: 35 - offwind-dc 35 + limit_max_growth: + enable: true + # allowing 30% larger than max historic growth + factor: 1.3 + max_growth: # unit GW + onwind: 16 # onshore max grow so far 16 GW in Europe https://www.iea.org/reports/renewables-2020/wind + solar: 28 # solar max grow so far 28 GW in Europe https://www.iea.org/reports/renewables-2020/solar-pv + offwind-ac: 35 # offshore max grow so far 3.5 GW in Europe https://windeurope.org/about-wind/statistics/offshore/european-offshore-wind-industry-key-trends-statistics-2019/ + offwind-dc: 35 + max_relative_growth: + onwind: 3 + solar: 3 + offwind-ac: 3 + offwind-dc: 3 # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#industry industry: diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 9a9d353e..2960d5c3 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -87,9 +87,7 @@ def add_land_use_constraint_perfect(n): # carrier carriers = p_nom_max.index.get_level_values(0).unique() gen_i = n.generators[(n.generators.carrier.isin(carriers)) & - (ext_i) & - (n.generators.build_year>n.investment_periods[0]) - ].index + (ext_i)].index n.generators.loc[gen_i, "p_nom_min"] = 0 # check minimum capacities check_p_min_p_max(p_nom_max) @@ -233,22 +231,22 @@ def add_carbon_neutral_constraint(n, snapshots): n.model.add_constraints(lhs <= rhs, name=f"GlobalConstraint-{name}") -def add_max_growth(n): - """Add maximum growth rates for different carriers""" - logger.info("set maximum growth rate of renewables.") - # solar max grow so far 28 GW in Europe https://www.iea.org/reports/renewables-2020/solar-pv - n.carriers.loc["solar", "max_growth"] = 280 * 1.3 * 1e3 # 70 * 1e3 - # onshore max grow so far 16 GW in Europe https://www.iea.org/reports/renewables-2020/wind - n.carriers.loc["onwind", "max_growth"] = 160 * 1.3 * 1e3 # 40 * 1e3 - # offshore max grow so far 3.5 GW in Europe https://windeurope.org/about-wind/statistics/offshore/european-offshore-wind-industry-key-trends-statistics-2019/ - n.carriers.loc[["offwind-ac", "offwind-dc"], "max_growth"] = 35 * 1.3 * 1e3 # 8.75 * 1e3 +def add_max_growth(n, config): + """Add maximum growth rates for different carriers + """ - res = ["solar", "onwind", "offwind-ac", "offwind-dc"] - n.carriers.loc[res, "max_relative_growth"] = 3 + opts = config["sector"]["limit_max_growth"] + # take maximum yearly difference between investment periods since historic growth is per year + factor = n.investment_period_weightings.years.max() * opts["factor"] + for carrier in opts["max_growth"].keys(): + max_per_period = opts["max_growth"][carrier] * factor + logger.info(f"set maximum growth rate per investment period of {carrier} to {max_per_period} GW.") + n.carriers.loc[carrier, "max_growth"] = max_per_period * 1e3 - # # heating sector - # heat_c = n.carriers[n.carriers.index.str.contains("pump")].index - # n.carriers.loc[res, "max_relative_growth"] = 2 + for carrier in opts["max_relative_growth"].keys(): + max_r_per_period = opts["max_relative_growth"][carrier] + logger.info(f"set maximum relative growth per investment period of {carrier} to {max_r_per_period}.") + n.carriers.loc[carrier, "max_relative_growth"] = max_r_per_period return n @@ -314,7 +312,8 @@ def prepare_network( if foresight == "perfect": n = add_land_use_constraint_perfect(n) - n = add_max_growth(n) + if config["sector"]["limit_max_growth"]["enable"]: + n = add_max_growth(n, config) if n.stores.carrier.eq("co2 stored").any(): limit = co2_sequestration_potential From d646c09d609fad8366d3f09f3b4209cfb71a9d72 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Fri, 25 Aug 2023 14:16:09 +0200 Subject: [PATCH 099/608] intermediate solution back --- scripts/solve_network.py | 1 + 1 file changed, 1 insertion(+) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 2960d5c3..25472112 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -795,6 +795,7 @@ if __name__ == "__main__": n = pypsa.Network(snakemake.input.network) + n.remove("GlobalConstraint", "lv_limit") n = prepare_network( n, From 0cfd5fab589a5d61d155d31da2bae30c63aa8d0c Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Fri, 25 Aug 2023 15:50:26 +0200 Subject: [PATCH 100/608] add carbon budget constraint --- scripts/prepare_perfect_foresight.py | 22 ++++++++++++++----- scripts/solve_network.py | 32 +++++++++++++++++++++++++--- 2 files changed, 46 insertions(+), 8 deletions(-) diff --git a/scripts/prepare_perfect_foresight.py b/scripts/prepare_perfect_foresight.py index 66af8ed1..d3ec4966 100644 --- a/scripts/prepare_perfect_foresight.py +++ b/scripts/prepare_perfect_foresight.py @@ -185,6 +185,7 @@ def adjust_stores(n): e_initial_store = ["co2 stored"] co2_i = n.stores[n.stores.carrier.isin(e_initial_store)].index n.stores.loc[co2_i, "e_initial_per_period"] = True + return n @@ -240,13 +241,24 @@ def set_carbon_constraints(n, opts): carrier_attribute="co2_emissions", sense="<=", constant=budget, + investment_period=n.investment_periods[-1] + ) + + # drop other CO2 limits + drop_i = n.global_constraints[n.global_constraints.type=="co2_limit"].index + n.mremove("GlobalConstraint", drop_i) + + n.add( + "GlobalConstraint", + "carbon_neutral", + type="co2_limit", + carrier_attribute="co2_emissions", + sense="<=", + constant=0, + investment_period=n.investment_periods[-1] ) - else: - e_initial_store = ["co2 stored"] - co2_i = n.stores[n.stores.carrier.isin(e_initial_store)].index - n.stores.loc[co2_i, "e_initial_per_period"] = True # set minimum CO2 emission constraint to avoid too fast reduction if "co2min" in opts: emissions_1990 = 4.53693 @@ -305,7 +317,7 @@ if __name__ == "__main__": opts="", clusters="37", ll="v1.0", - sector_opts="4380H-T-H-B-I-A-solar+p3-dist1", + sector_opts="2p0-4380H-T-H-B-I-A-solar+p3-dist1", ) update_config_with_sector_opts(snakemake.config, snakemake.wildcards.sector_opts) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 25472112..6fa1336b 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -205,7 +205,7 @@ def add_co2_sequestration_limit(n, config, limit=200): ) -def add_carbon_neutral_constraint(n, snapshots): +def add_carbon_constraint(n, snapshots): glcs = n.global_constraints.query('type == "co2_limit"') if glcs.empty: return @@ -231,6 +231,32 @@ def add_carbon_neutral_constraint(n, snapshots): n.model.add_constraints(lhs <= rhs, name=f"GlobalConstraint-{name}") +def add_carbon_budget_constraint(n, snapshots): + glcs = n.global_constraints.query('type == "Co2Budget"') + if glcs.empty: + return + for name, glc in glcs.iterrows(): + rhs = glc.constant + carattr = glc.carrier_attribute + emissions = n.carriers.query(f"{carattr} != 0")[carattr] + + if emissions.empty: + continue + + # stores + n.stores["carrier"] = n.stores.bus.map(n.buses.carrier) + stores = n.stores.query("carrier in @emissions.index and not e_cyclic") + time_valid = int(glc.loc["investment_period"]) + if not stores.empty: + last = n.snapshot_weightings.reset_index().groupby("period").last() + last_i = last.set_index([last.index, last.timestep]).index + final_e = n.model["Store-e"].loc[last_i, stores.index] + time_i = pd.IndexSlice[time_valid, :] + lhs = final_e.loc[time_i,:] + + n.model.add_constraints(lhs <= rhs, name=f"GlobalConstraint-{name}") + + def add_max_growth(n, config): """Add maximum growth rates for different carriers """ @@ -711,7 +737,7 @@ def extra_functionality(n, snapshots): add_battery_constraints(n) add_pipe_retrofit_constraint(n) if n._multi_invest: - add_carbon_neutral_constraint(n, snapshots) + add_carbon_constraint(n, snapshots) def solve_network(n, config, solving, opts="", **kwargs): @@ -776,7 +802,7 @@ if __name__ == "__main__": opts="", clusters="37", ll="v1.0", - sector_opts="4380H-T-H-B-I-A-solar+p3-dist1", + sector_opts="2p0-4380H-T-H-B-I-A-solar+p3-dist1", planning_horizons="2030", ) configure_logging(snakemake) From 90b85fcb87d01d29f954bd2e0c42532f1b7a97ae Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Fri, 25 Aug 2023 16:20:06 +0200 Subject: [PATCH 101/608] update to tsam performance --- envs/environment.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/envs/environment.yaml b/envs/environment.yaml index c3af36bb..bc48eee2 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -55,5 +55,5 @@ dependencies: - pip: - - tsam>=1.1.0 + - git+https://github.com/fneum/tsam.git@performance - pypsa>=0.25.1 From b362c009f5f0e7a362f71f4ef9d8644eb9c32e4c Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Fri, 25 Aug 2023 16:44:25 +0200 Subject: [PATCH 102/608] drop nan with SEG --- scripts/prepare_sector_network.py | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 207fa263..a5c0361a 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3212,7 +3212,7 @@ def apply_time_segmentation( df = pnl.copy() df.columns = pd.MultiIndex.from_product([[c.name], [attr], df.columns]) raw = pd.concat([raw, df], axis=1) - + raw = raw.dropna(axis=1) # normalise all time-dependent data annual_max = raw.max().replace(0, 1) raw = raw.div(annual_max, level=0) @@ -3282,12 +3282,11 @@ if __name__ == "__main__": snakemake = mock_snakemake( "prepare_sector_network", - # configfiles="test/config.overnight.yaml", simpl="", opts="", clusters="37", ll="v1.0", - sector_opts="8760H-T-H-B-I-A-solar+p3-dist1", + sector_opts="60SEG-T-H-B-I-A-solar+p3-dist1", planning_horizons="2020", ) From 369eaf34573216f22acddb8ffbf263786337d999 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 28 Aug 2023 10:21:02 +0200 Subject: [PATCH 103/608] fix bug carbon budget --- scripts/solve_network.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 6fa1336b..49d99311 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -247,12 +247,13 @@ def add_carbon_budget_constraint(n, snapshots): n.stores["carrier"] = n.stores.bus.map(n.buses.carrier) stores = n.stores.query("carrier in @emissions.index and not e_cyclic") time_valid = int(glc.loc["investment_period"]) + weighting = n.investment_period_weightings.loc[time_valid, "years"] if not stores.empty: last = n.snapshot_weightings.reset_index().groupby("period").last() last_i = last.set_index([last.index, last.timestep]).index final_e = n.model["Store-e"].loc[last_i, stores.index] time_i = pd.IndexSlice[time_valid, :] - lhs = final_e.loc[time_i,:] + lhs = final_e.loc[time_i,:] * weighting n.model.add_constraints(lhs <= rhs, name=f"GlobalConstraint-{name}") @@ -738,6 +739,7 @@ def extra_functionality(n, snapshots): add_pipe_retrofit_constraint(n) if n._multi_invest: add_carbon_constraint(n, snapshots) + add_carbon_budget_constraint(n, snapshots) def solve_network(n, config, solving, opts="", **kwargs): From abb584de453fccbabc641cf806b065d23b1de164 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 28 Aug 2023 13:31:02 +0200 Subject: [PATCH 104/608] add H2 boiler and constraint to avoid existing gas boiler back up --- config/config.perfect.yaml | 13 +++++--- scripts/prepare_perfect_foresight.py | 34 ++++++++++++++++--- scripts/solve_network.py | 50 ++++++++++++++++++++++++++-- 3 files changed, 86 insertions(+), 11 deletions(-) diff --git a/config/config.perfect.yaml b/config/config.perfect.yaml index 1787c640..2b625420 100644 --- a/config/config.perfect.yaml +++ b/config/config.perfect.yaml @@ -20,7 +20,7 @@ remote: # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#run run: - name: "test_co2limit" + name: "test_h2_retrofit" disable_progressbar: false shared_resources: true shared_cutouts: true @@ -35,7 +35,7 @@ scenario: - '' ll: - v1.0 - - v1.5 +# - v1.5 clusters: - 37 # - 128 @@ -45,7 +45,9 @@ scenario: opts: - '' sector_opts: - - 4380H-T-H-B-I-A-solar+p3-dist1 + - 1p7-4380H-T-H-B-I-A-solar+p3-dist1 + - 1p5-4380H-T-H-B-I-A-solar+p3-dist1 + - 2p0-4380H-T-H-B-I-A-solar+p3-dist1 planning_horizons: - 2020 - 2030 @@ -69,7 +71,7 @@ enable: retrieve_sector_databundle: true retrieve_cost_data: true build_cutout: false - retrieve_cutout: false + retrieve_cutout: true build_natura_raster: false retrieve_natura_raster: true custom_busmap: false @@ -133,7 +135,7 @@ electricity: # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#atlite atlite: default_cutout: europe-2013-era5 - nprocesses: 4 + nprocesses: 1 show_progress: false cutouts: # use 'base' to determine geographical bounds and time span from config @@ -916,6 +918,7 @@ plotting: H2 for shipping: "#ebaee0" H2: '#bf13a0' hydrogen: '#bf13a0' + retrofitted H2 boiler: '#e5a0d9' SMR: '#870c71' SMR CC: '#4f1745' H2 liquefaction: '#d647bd' diff --git a/scripts/prepare_perfect_foresight.py b/scripts/prepare_perfect_foresight.py index d3ec4966..3bfc2931 100644 --- a/scripts/prepare_perfect_foresight.py +++ b/scripts/prepare_perfect_foresight.py @@ -306,6 +306,29 @@ def adjust_CO2_glc(n): n.df(c).loc[mask, "type"] = "co2_limit" return n + + +def add_H2_boilers(n): + c = "Link" + logger.info("Add H2 boilers.") + # existing gas boilers + mask = n.links.carrier.str.contains("gas boiler") & ~n.links.p_nom_extendable + gas_i = n.links[mask].index + df = n.links.loc[gas_i] + # adjust bus 0 + df["bus0"] = df.bus1.map(n.buses.location) + " H2" + # rename carrier and index + df["carrier"] = df.carrier.apply(lambda x: x.replace("gas boiler", "retrofitted H2 boiler")) + df.rename(index = lambda x: x.replace("gas boiler", "retrofitted H2 boiler"), inplace=True) + # todo, costs for retrofitting + df["capital_costs"] = 100 + # set existing capacity to zero + df["p_nom"] = 0 + df["p_nom_extendable"] = True + # add H2 boilers to network + import_components_from_dataframe(n, df, c) + + # %% if __name__ == "__main__": if "snakemake" not in globals(): @@ -339,14 +362,17 @@ if __name__ == "__main__": n = concat_networks(years) # adjust global constraints lv limit if the same for all years - n = adjust_lvlimit(n) - + n = adjust_lvlimit(n) # adjust global constraints CO2 limit n = adjust_CO2_glc(n) - # set phase outs - set_all_phase_outs(n) # adjust stores to multi period investment n = adjust_stores(n) + + # set phase outs + set_all_phase_outs(n) + + # add H2 boiler + add_H2_boilers(n) # set carbon constraints opts = snakemake.wildcards.sector_opts.split("-") diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 49d99311..38bee124 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -32,7 +32,7 @@ import re import numpy as np import pandas as pd import pypsa -from pypsa.descriptors import nominal_attrs +from pypsa.descriptors import nominal_attrs, get_activity_mask import xarray as xr from _helpers import configure_logging, update_config_with_sector_opts @@ -41,6 +41,7 @@ from vresutils.benchmark import memory_logger logger = logging.getLogger(__name__) pypsa.pf.logger.setLevel(logging.WARNING) from pypsa.descriptors import get_switchable_as_dense as get_as_dense +from pypsa.io import import_components_from_dataframe from linopy.expressions import merge from numpy import isnan @@ -276,7 +277,51 @@ def add_max_growth(n, config): n.carriers.loc[carrier, "max_relative_growth"] = max_r_per_period return n - + + +def add_retrofit_gas_boiler_constraint(n, snapshots): + """Allow retrofitting of existing gas boilers to H2 boilers. + """ + c = "Link" + logger.info("Add constraint for retrofitting gas boilers to H2 boilers.") + # existing gas boilers + mask = n.links.carrier.str.contains("gas boiler") & ~n.links.p_nom_extendable + gas_i = n.links[mask].index + mask = n.links.carrier.str.contains("retrofitted H2 boiler") + h2_i = n.links[mask].index + + + n.links.loc[gas_i, "p_nom_extendable"] = True + p_nom = n.links.loc[gas_i, "p_nom"] + n.links.loc[gas_i, "p_nom"] = 0 + + # heat profile + cols = n.loads_t.p_set.columns[n.loads_t.p_set.columns.str.contains("heat") + & ~n.loads_t.p_set.columns.str.contains("industry") + & ~n.loads_t.p_set.columns.str.contains("agriculture")] + profile = n.loads_t.p_set[cols].div(n.loads_t.p_set[cols].groupby(level=0).max(), level=0) + # to deal if max value is zero + profile.fillna(0, inplace=True) + profile.rename(columns=n.loads.bus.to_dict(), inplace=True) + profile = profile.reindex(columns=n.links.loc[gas_i, "bus1"]) + profile.columns = gas_i + + + rhs = profile.mul(p_nom) + + dispatch = n.model["Link-p"] + active = get_activity_mask(n, c, snapshots, gas_i) + rhs = rhs[active] + p_gas = dispatch.sel(Link=gas_i) + p_h2 = dispatch.sel(Link=h2_i) + + lhs = p_gas + p_h2 + + n.model.add_constraints(lhs == rhs, name="gas_retrofit") + + + + def prepare_network( n, solve_opts=None, @@ -740,6 +785,7 @@ def extra_functionality(n, snapshots): if n._multi_invest: add_carbon_constraint(n, snapshots) add_carbon_budget_constraint(n, snapshots) + add_retrofit_gas_boiler_constraint(n, snapshots) def solve_network(n, config, solving, opts="", **kwargs): From 4cd492bb6f10a4e50ef86de45cc42e40314958e0 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 28 Aug 2023 13:52:55 +0200 Subject: [PATCH 105/608] drop assets which reached end of lifetime --- scripts/add_existing_baseyear.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index 4e6caaaa..782fde78 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -607,6 +607,10 @@ def add_heating_capacities_installed_before_baseyear( if str(grouping_year) in index and n.links.p_nom[index] < threshold ], ) + + # drop assets which are at the end of their lifetime + links_i = n.links[(n.links.build_year+n.links.lifetime<=baseyear)].index + n.mremove("Link", links_i) # %% @@ -621,7 +625,7 @@ if __name__ == "__main__": clusters="37", ll="v1.0", opts="", - sector_opts="8760H-T-H-B-I-A-solar+p3-dist1", + sector_opts="1p7-4380H-T-H-B-I-A-solar+p3-dist1", planning_horizons=2020, ) From 0c42ac4bdc622c7b1214eb4296d62bf80f530d37 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 28 Aug 2023 17:27:01 +0200 Subject: [PATCH 106/608] remove min part for fischer tropsch --- config/config.perfect.yaml | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/config/config.perfect.yaml b/config/config.perfect.yaml index 2b625420..217b92e9 100644 --- a/config/config.perfect.yaml +++ b/config/config.perfect.yaml @@ -20,7 +20,7 @@ remote: # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#run run: - name: "test_h2_retrofit" + name: "test_methanolisation_shorterlifetime" disable_progressbar: false shared_resources: true shared_cutouts: true @@ -409,12 +409,12 @@ sector: 2040: 0 2050: 0 shipping_methanol_share: - 2020: 0 + 2020: 0.0 2030: 0.3 2040: 0.7 2050: 1 shipping_oil_share: - 2020: 1 + 2020: 1.0 2030: 0.7 2040: 0.3 2050: 0 @@ -480,7 +480,7 @@ sector: - nearshore # within 50 km of sea # - offshore ammonia: false - min_part_load_fischer_tropsch: 0.9 + min_part_load_fischer_tropsch: 0 # 0.9 min_part_load_methanolisation: 0 # 0.5 use_fischer_tropsch_waste_heat: true use_fuel_cell_waste_heat: true From c35391d594f2e202983acf3dcde4b13286f8ea43 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Tue, 29 Aug 2023 15:46:58 +0200 Subject: [PATCH 107/608] move SEG aggregation later --- scripts/prepare_perfect_foresight.py | 94 +++++++++++++++++++++++++++- scripts/prepare_sector_network.py | 15 +++-- 2 files changed, 100 insertions(+), 9 deletions(-) diff --git a/scripts/prepare_perfect_foresight.py b/scripts/prepare_perfect_foresight.py index 3bfc2931..0982f8a0 100644 --- a/scripts/prepare_perfect_foresight.py +++ b/scripts/prepare_perfect_foresight.py @@ -10,13 +10,13 @@ import logging import re import pandas as pd +import numpy as np import pypsa from _helpers import update_config_with_sector_opts from add_existing_baseyear import add_build_year_to_new_assets from pypsa.descriptors import expand_series from pypsa.io import import_components_from_dataframe from six import iterkeys - logger = logging.getLogger(__name__) @@ -328,7 +328,90 @@ def add_H2_boilers(n): # add H2 boilers to network import_components_from_dataframe(n, df, c) - +def apply_time_segmentation_perfect( + n, segments, solver_name="cbc", overwrite_time_dependent=True +): + """ + Aggregating time series to segments with different lengths. + + Input: + n: pypsa Network + segments: (int) number of segments in which the typical period should be + subdivided + solver_name: (str) name of solver + overwrite_time_dependent: (bool) overwrite time dependent data of pypsa network + with typical time series created by tsam + """ + try: + import tsam.timeseriesaggregation as tsam + except: + raise ModuleNotFoundError( + "Optional dependency 'tsam' not found." "Install via 'pip install tsam'" + ) + + # get all time-dependent data + columns = pd.MultiIndex.from_tuples([], names=["component", "key", "asset"]) + raw = pd.DataFrame(index=n.snapshots, columns=columns) + for c in n.iterate_components(): + for attr, pnl in c.pnl.items(): + # exclude e_min_pu which is used for SOC of EVs in the morning + if not pnl.empty and attr != "e_min_pu": + df = pnl.copy() + df.columns = pd.MultiIndex.from_product([[c.name], [attr], df.columns]) + raw = pd.concat([raw, df], axis=1) + raw = raw.dropna(axis=1) + sn_weightings = {} + + for year in raw.index.levels[0]: + logger.info(f"Find representative snapshots for {year}.") + raw_t = raw.loc[year] + # normalise all time-dependent data + annual_max = raw_t.max().replace(0, 1) + raw_t = raw_t.div(annual_max, level=0) + # get representative segments + agg = tsam.TimeSeriesAggregation( + raw_t, + hoursPerPeriod=len(raw_t), + noTypicalPeriods=1, + noSegments=int(segments), + segmentation=True, + solver=solver_name, + ) + segmented = agg.createTypicalPeriods() + + weightings = segmented.index.get_level_values("Segment Duration") + offsets = np.insert(np.cumsum(weightings[:-1]), 0, 0) + timesteps = [raw_t.index[0] + pd.Timedelta(f"{offset}h") for offset in offsets] + snapshots = pd.DatetimeIndex(timesteps) + sn_weightings[year] = pd.Series( + weightings, index=snapshots, name="weightings", dtype="float64" + ) + + sn_weightings = pd.concat(sn_weightings) + n.set_snapshots(sn_weightings.index) + n.snapshot_weightings = n.snapshot_weightings.mul(sn_weightings, axis=0) + + # overwrite time-dependent data with timeseries created by tsam + # if overwrite_time_dependent: + # values_t = segmented.mul(annual_max).set_index(snapshots) + # for component, key in values_t.columns.droplevel(2).unique(): + # n.pnl(component)[key] = values_t[component, key] + + return n + +def set_temporal_aggregation_perfect(n, opts, solver_name): + """ + Aggregate network temporally with tsam. + """ + for o in opts: + # segments with package tsam + m = re.match(r"^(\d+)seg$", o, re.IGNORECASE) + if m is not None: + segments = int(m[1]) + logger.info(f"Use temporal segmentation with {segments} segments") + n = apply_time_segmentation_perfect(n, segments, solver_name=solver_name) + break + return n # %% if __name__ == "__main__": if "snakemake" not in globals(): @@ -340,7 +423,7 @@ if __name__ == "__main__": opts="", clusters="37", ll="v1.0", - sector_opts="2p0-4380H-T-H-B-I-A-solar+p3-dist1", + sector_opts="1p7-4380H-T-H-B-I-A-solar+p3-dist1", ) update_config_with_sector_opts(snakemake.config, snakemake.wildcards.sector_opts) @@ -361,6 +444,11 @@ if __name__ == "__main__": # concat prenetworks of planning horizon to single network ------------ n = concat_networks(years) + # temporal aggregate + opts = snakemake.wildcards.sector_opts.split("-") + solver_name = snakemake.config["solving"]["solver"]["name"] + n = set_temporal_aggregation_perfect(n, opts, solver_name) + # adjust global constraints lv limit if the same for all years n = adjust_lvlimit(n) # adjust global constraints CO2 limit diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index a5c0361a..6b16a4e9 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -716,7 +716,6 @@ def average_every_nhours(n, offset): return m - def cycling_shift(df, steps=1): """ Cyclic shift on index of pd.Series|pd.DataFrame by number of steps. @@ -3269,10 +3268,13 @@ def set_temporal_aggregation(n, opts, solver_name): # segments with package tsam m = re.match(r"^(\d+)seg$", o, re.IGNORECASE) if m is not None: - segments = int(m[1]) - logger.info(f"Use temporal segmentation with {segments} segments") - n = apply_time_segmentation(n, segments, solver_name=solver_name) - break + if snakemake.params.foresight!="perfect": + segments = int(m[1]) + logger.info(f"Use temporal segmentation with {segments} segments") + n = apply_time_segmentation(n, segments, solver_name=solver_name) + break + else: + logger.info("Apply temporal segmentation at prepare_perfect_foresight.") return n #%% @@ -3287,7 +3289,7 @@ if __name__ == "__main__": clusters="37", ll="v1.0", sector_opts="60SEG-T-H-B-I-A-solar+p3-dist1", - planning_horizons="2020", + planning_horizons="2050", ) logging.basicConfig(level=snakemake.config["logging"]["level"]) @@ -3389,6 +3391,7 @@ if __name__ == "__main__": add_allam(n, costs) solver_name = snakemake.config["solving"]["solver"]["name"] + n = set_temporal_aggregation(n, opts, solver_name) limit_type = "config" From 22d61ad10e500c11186fc12f38c257a3e258132c Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 30 Aug 2023 11:08:30 +0200 Subject: [PATCH 108/608] add line expansion with DC links --- scripts/prepare_perfect_foresight.py | 49 +++++++++++++++++++++++++--- scripts/solve_network.py | 2 -- 2 files changed, 45 insertions(+), 6 deletions(-) diff --git a/scripts/prepare_perfect_foresight.py b/scripts/prepare_perfect_foresight.py index 0982f8a0..20c99abe 100644 --- a/scripts/prepare_perfect_foresight.py +++ b/scripts/prepare_perfect_foresight.py @@ -73,6 +73,47 @@ def add_year_to_constraints(n, baseyear): c.df.rename(index=lambda x: x + "-" + str(baseyear), inplace=True) +def hvdc_transport_model(n): + + logger.info("Convert AC lines to DC links to perform multi-decade optimisation.") + + n.madd("Link", + n.lines.index, + bus0=n.lines.bus0, + bus1=n.lines.bus1, + p_nom_extendable=True, + p_nom=n.lines.s_nom, + p_nom_min=n.lines.s_nom, + p_min_pu=-1, + efficiency=1 - 0.03 * n.lines.length / 1000, + marginal_cost=0, + carrier="DC", + length=n.lines.length, + capital_cost=n.lines.capital_cost) + + # Remove AC lines + logger.info("Removing AC lines") + lines_rm = n.lines.index + n.mremove("Line", lines_rm) + + # Set efficiency of all DC links to include losses depending on length + n.links.loc[n.links.carrier == 'DC', 'efficiency'] = 1 - 0.03 * n.links.loc[ + n.links.carrier == 'DC', 'length'] / 1000 + + +def adjust_electricity_grid(n, year, years): + n.lines["carrier"] = "AC" + links_i = n.links[n.links.carrier=="DC"].index + if n.lines.s_nom_extendable.any() or n.links.loc[links_i, "p_nom_extendable"].any(): + hvdc_transport_model(n) + links_i = n.links[n.links.carrier=="DC"].index + n.links.loc[links_i, "lifetime"] = 100 + if year!= years[0]: + n.links.loc[links_i, "p_nom_min"] = 0 + n.links.loc[links_i, "p_nom"] = 0 + + + # -------------------------------------------------------------------- def concat_networks(years): """ @@ -93,7 +134,7 @@ def concat_networks(years): for i, network_path in enumerate(network_paths): year = years[i] network = pypsa.Network(network_path) - network.lines["carrier"] = "AC" + adjust_electricity_grid(network, year, years) add_build_year_to_new_assets(network, year) # static ---------------------------------- @@ -399,7 +440,7 @@ def apply_time_segmentation_perfect( return n -def set_temporal_aggregation_perfect(n, opts, solver_name): +def set_temporal_aggregation_SEG(n, opts, solver_name): """ Aggregate network temporally with tsam. """ @@ -422,7 +463,7 @@ if __name__ == "__main__": simpl="", opts="", clusters="37", - ll="v1.0", + ll="v1.5", sector_opts="1p7-4380H-T-H-B-I-A-solar+p3-dist1", ) @@ -447,7 +488,7 @@ if __name__ == "__main__": # temporal aggregate opts = snakemake.wildcards.sector_opts.split("-") solver_name = snakemake.config["solving"]["solver"]["name"] - n = set_temporal_aggregation_perfect(n, opts, solver_name) + n = set_temporal_aggregation_SEG(n, opts, solver_name) # adjust global constraints lv limit if the same for all years n = adjust_lvlimit(n) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 38bee124..7c6be9e4 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -869,8 +869,6 @@ if __name__ == "__main__": n = pypsa.Network(snakemake.input.network) - n.remove("GlobalConstraint", "lv_limit") - n = prepare_network( n, solve_opts, From 498b22565c2398313fb5ea99df2b566239ab0cea Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 30 Aug 2023 11:14:33 +0200 Subject: [PATCH 109/608] add CI perfect --- .github/workflows/ci.yaml | 1 + config/test/config.perfect.yaml | 88 +++++++++++++++++++++++++++++++++ 2 files changed, 89 insertions(+) create mode 100644 config/test/config.perfect.yaml diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml index c2be3909..c0fb745d 100644 --- a/.github/workflows/ci.yaml +++ b/.github/workflows/ci.yaml @@ -83,6 +83,7 @@ jobs: snakemake -call solve_elec_networks --configfile config/test/config.electricity.yaml --rerun-triggers=mtime snakemake -call all --configfile config/test/config.overnight.yaml --rerun-triggers=mtime snakemake -call all --configfile config/test/config.myopic.yaml --rerun-triggers=mtime + snakemake -call all --configfile config/test/config.perfect.yaml --rerun-triggers=mtime - name: Upload artifacts uses: actions/upload-artifact@v3 diff --git a/config/test/config.perfect.yaml b/config/test/config.perfect.yaml new file mode 100644 index 00000000..4da629bc --- /dev/null +++ b/config/test/config.perfect.yaml @@ -0,0 +1,88 @@ +# SPDX-FileCopyrightText: : 2017-2023 The PyPSA-Eur Authors +# +# SPDX-License-Identifier: CC0-1.0 + +tutorial: true + +run: + name: "test-sector-perfect" + disable_progressbar: true + shared_resources: true + shared_cutouts: true + +foresight: perfect + +scenario: + ll: + - v1.5 + clusters: + - 5 + sector_opts: + - 8760H-T-H-B-I-A-solar+p3-dist1 + planning_horizons: + - 2020 + - 2030 + - 2040 + - 2050 + +countries: ['BE'] + +snapshots: + start: "2013-03-01" + end: "2013-03-08" + +electricity: + co2limit: 100.e+6 + + extendable_carriers: + Generator: [OCGT] + StorageUnit: [battery] + Store: [H2] + Link: [H2 pipeline] + + renewable_carriers: [solar, onwind, offwind-ac, offwind-dc] + +atlite: + default_cutout: be-03-2013-era5 + cutouts: + be-03-2013-era5: + module: era5 + x: [4., 15.] + y: [46., 56.] + time: ["2013-03-01", "2013-03-08"] + +renewable: + onwind: + cutout: be-03-2013-era5 + offwind-ac: + cutout: be-03-2013-era5 + max_depth: false + offwind-dc: + cutout: be-03-2013-era5 + max_depth: false + solar: + cutout: be-03-2013-era5 + +industry: + St_primary_fraction: + 2030: 0.6 + 2040: 0.5 + 2050: 0.4 + +solving: + solver: + name: glpk + options: glpk-default + mem: 4000 + +plotting: + map: + boundaries: + eu_node_location: + x: -5.5 + y: 46. + costs_max: 1000 + costs_threshold: 0.0000001 + energy_max: + energy_min: + energy_threshold: 0.000001 From 3247fb59e0b105a7e6f29aac28ce25b98f565e94 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 30 Aug 2023 11:50:49 +0200 Subject: [PATCH 110/608] clean up --- config/config.default.yaml | 2 ++ doc/foresight.rst | 6 ++-- doc/release_notes.rst | 2 ++ scripts/prepare_perfect_foresight.py | 50 ++++++++++++++++++++++------ scripts/solve_network.py | 7 ++-- 5 files changed, 49 insertions(+), 18 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 8b88db93..b3748039 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -549,6 +549,7 @@ costs: year: 2030 version: v0.6.0 rooftop_share: 0.14 # based on the potentials, assuming (0.1 kW/m2 and 10 m2/person) + social_discountrate: 0.02 fill_values: FOM: 0 VOM: 0 @@ -893,6 +894,7 @@ plotting: H2 for shipping: "#ebaee0" H2: '#bf13a0' hydrogen: '#bf13a0' + retrofitted H2 boiler: '#e5a0d9' SMR: '#870c71' SMR CC: '#4f1745' H2 liquefaction: '#d647bd' diff --git a/doc/foresight.rst b/doc/foresight.rst index c1be3443..dd1e0ecc 100644 --- a/doc/foresight.rst +++ b/doc/foresight.rst @@ -41,10 +41,10 @@ Perfect foresight scenarios .. warning:: - Perfect foresight is currently under development and not yet implemented. + Perfect foresight is currently implemented as a first test version. -For running perfect foresight scenarios, in future versions you will be able to -set in the ``config/config.yaml``: +For running perfect foresight scenarios, you can adjust the + ``config/config.perfect.yaml``: .. code:: yaml diff --git a/doc/release_notes.rst b/doc/release_notes.rst index b6db1b90..57bbd1f4 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -14,6 +14,8 @@ Upcoming Release * For industry distribution, use EPRTR as fallback if ETS data is not available. +* New feature multi-decade optimisation with perfect foresight. + PyPSA-Eur 0.8.1 (27th July 2023) ================================ diff --git a/scripts/prepare_perfect_foresight.py b/scripts/prepare_perfect_foresight.py index 20c99abe..cf9d09f8 100644 --- a/scripts/prepare_perfect_foresight.py +++ b/scripts/prepare_perfect_foresight.py @@ -8,7 +8,6 @@ Concats pypsa networks of single investment periods to one network. import logging import re - import pandas as pd import numpy as np import pypsa @@ -39,7 +38,8 @@ def get_missing(df, n, c): def get_social_discount(t, r=0.01): """ - Calculate for a given time t the social discount. + Calculate for a given time t and social discount rate r [per unit] + the social discount. """ return 1 / (1 + r) ** t @@ -61,6 +61,8 @@ def get_investment_weighting(time_weighting, r=0.01): def add_year_to_constraints(n, baseyear): """ + Add investment period to global constraints and rename index. + Parameters ---------- n : pypsa.Network @@ -74,6 +76,10 @@ def add_year_to_constraints(n, baseyear): def hvdc_transport_model(n): + """ + Convert AC lines to DC links for multi-decade optimisation with + line expansion. Losses of DC links are assumed to be 3% per 1000km + """ logger.info("Convert AC lines to DC links to perform multi-decade optimisation.") @@ -102,6 +108,18 @@ def hvdc_transport_model(n): def adjust_electricity_grid(n, year, years): + """ + Add carrier to lines. Replace AC lines with DC links in case of line + expansion. Add lifetime to DC links in case of line expansion. + + Parameters + ---------- + n : pypsa.Network + year : int + year in which optimized assets are built + years: list + investment periods + """ n.lines["carrier"] = "AC" links_i = n.links[n.links.carrier=="DC"].index if n.lines.s_nom_extendable.any() or n.links.loc[links_i, "p_nom_extendable"].any(): @@ -175,7 +193,8 @@ def concat_networks(years): pnl[k].loc[pnl_year.index, pnl_year.columns] = pnl_year else: - # this is to avoid adding multiple times assets with infinit lifetime as ror + # this is to avoid adding multiple times assets with + # infinit lifetime as ror cols = pnl_year.columns.difference(pnl[k].columns) pnl[k] = pd.concat([pnl[k], pnl_year[cols]], axis=1) @@ -250,11 +269,19 @@ def set_all_phase_outs(n): (["nuclear"], "DE", 2022), (["nuclear"], "BE", 2025), (["nuclear"], "ES", 2027), - (["coal", "lignite"], "DE", 2038), + (["coal", "lignite"], "DE", 2030), (["coal", "lignite"], "ES", 2027), (["coal", "lignite"], "FR", 2022), (["coal", "lignite"], "GB", 2024), (["coal", "lignite"], "IT", 2025), + (["coal", "lignite"], "DK", 2030), + (["coal", "lignite"], "FI", 2030), + (["coal", "lignite"], "HU", 2030), + (["coal", "lignite"], "SK", 2030), + (["coal", "lignite"], "GR", 2030), + (["coal", "lignite"], "IE", 2030), + (["coal", "lignite"], "NL", 2030), + (["coal", "lignite"], "RS", 2030), ] for carrier, ct, phase_out_year in planned: set_phase_out(n, carrier, ct, phase_out_year) @@ -326,6 +353,10 @@ def set_carbon_constraints(n, opts): def adjust_lvlimit(n): + """ + Convert global constraints for single investment period to one uniform + if all attributes stay the same. + """ c = "GlobalConstraint" cols = ['carrier_attribute', 'sense', "constant", "type"] glc_type = "transmission_volume_expansion_limit" @@ -350,6 +381,10 @@ def adjust_CO2_glc(n): def add_H2_boilers(n): + """ + Gas boilers can be retrofitted to run with H2. Add H2 boilers for heating + for all existing gas boilers. + """ c = "Link" logger.info("Add H2 boilers.") # existing gas boilers @@ -369,6 +404,7 @@ def add_H2_boilers(n): # add H2 boilers to network import_components_from_dataframe(n, df, c) + def apply_time_segmentation_perfect( n, segments, solver_name="cbc", overwrite_time_dependent=True ): @@ -432,12 +468,6 @@ def apply_time_segmentation_perfect( n.set_snapshots(sn_weightings.index) n.snapshot_weightings = n.snapshot_weightings.mul(sn_weightings, axis=0) - # overwrite time-dependent data with timeseries created by tsam - # if overwrite_time_dependent: - # values_t = segmented.mul(annual_max).set_index(snapshots) - # for component, key in values_t.columns.droplevel(2).unique(): - # n.pnl(component)[key] = values_t[component, key] - return n def set_temporal_aggregation_SEG(n, opts, solver_name): diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 7c6be9e4..d0a30f74 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -32,7 +32,7 @@ import re import numpy as np import pandas as pd import pypsa -from pypsa.descriptors import nominal_attrs, get_activity_mask +from pypsa.descriptors import get_activity_mask import xarray as xr from _helpers import configure_logging, update_config_with_sector_opts @@ -41,9 +41,7 @@ from vresutils.benchmark import memory_logger logger = logging.getLogger(__name__) pypsa.pf.logger.setLevel(logging.WARNING) from pypsa.descriptors import get_switchable_as_dense as get_as_dense -from pypsa.io import import_components_from_dataframe -from linopy.expressions import merge -from numpy import isnan + def add_land_use_constraint(n, planning_horizons, config): if "m" in snakemake.wildcards.clusters: @@ -140,7 +138,6 @@ def _add_land_use_constraint(n): def _add_land_use_constraint_m(n, planning_horizons, config): # if generators clustering is lower than network clustering, land_use accounting is at generators clusters - planning_horizons = param["planning_horizons"] grouping_years = config["existing_capacities"]["grouping_years"] current_horizon = snakemake.wildcards.planning_horizons From bdaa646ed62b07c9d7fadd095d91ff5a6b9d5391 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 30 Aug 2023 10:05:16 +0000 Subject: [PATCH 111/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- config/config.perfect.yaml | 8 +- rules/postprocess.smk | 8 +- rules/solve_perfect.smk | 3 - scripts/add_existing_baseyear.py | 19 +-- scripts/build_industrial_distribution_key.py | 12 +- scripts/make_summary_perfect.py | 30 ++-- scripts/plot_network.py | 84 ++++++----- scripts/plot_summary.py | 78 +++++----- scripts/prepare_perfect_foresight.py | 138 ++++++++++-------- scripts/solve_network.py | 146 ++++++++++--------- 10 files changed, 287 insertions(+), 239 deletions(-) diff --git a/config/config.perfect.yaml b/config/config.perfect.yaml index 217b92e9..a833e3c7 100644 --- a/config/config.perfect.yaml +++ b/config/config.perfect.yaml @@ -87,10 +87,10 @@ co2_budget: 2050: 0.000 # update of IPCC 6th AR compared to the 1.5SR. (discussed here: https://twitter.com/JoeriRogelj/status/1424743828339167233) - 1p5 : 34.2 # 25.7 # Budget in Gt CO2 for 1.5 for Europe, global 420 Gt, assuming per capita share - 1p6 : 43.259666 # 35 # Budget in Gt CO2 for 1.6 for Europe, global 580 Gt - 1p7 : 51.4 # 45 # Budget in Gt CO2 for 1.7 for Europe, global 800 Gt - 2p0 : 69.778 # 73.9 # Budget in Gt CO2 for 2 for Europe, global 1170 Gt + 1p5: 34.2 # 25.7 # Budget in Gt CO2 for 1.5 for Europe, global 420 Gt, assuming per capita share + 1p6: 43.259666 # 35 # Budget in Gt CO2 for 1.6 for Europe, global 580 Gt + 1p7: 51.4 # 45 # Budget in Gt CO2 for 1.7 for Europe, global 800 Gt + 2p0: 69.778 # 73.9 # Budget in Gt CO2 for 2 for Europe, global 1170 Gt # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#electricity electricity: diff --git a/rules/postprocess.smk b/rules/postprocess.smk index 89e8e96b..c34fe27e 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -7,7 +7,9 @@ localrules: copy_config, copy_conda_env, + if config["foresight"] != "perfect": + rule plot_network: params: foresight=config["foresight"], @@ -34,7 +36,9 @@ if config["foresight"] != "perfect": script: "../scripts/plot_network.py" + if config["foresight"] == "perfect": + rule plot_network: params: foresight=config["foresight"], @@ -55,15 +59,13 @@ if config["foresight"] == "perfect": mem_mb=10000, benchmark: BENCHMARKS - + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years_benchmark", + +"postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years_benchmark" conda: "../envs/environment.yaml" script: "../scripts/plot_network.py" - - rule copy_config: params: RDIR=RDIR, diff --git a/rules/solve_perfect.smk b/rules/solve_perfect.smk index bfd441f1..04c6af65 100644 --- a/rules/solve_perfect.smk +++ b/rules/solve_perfect.smk @@ -190,7 +190,4 @@ rule make_summary_perfect: "../scripts/make_summary_perfect.py" - - - ruleorder: add_existing_baseyear > add_brownfield diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index cb66eb15..01c69997 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -304,17 +304,18 @@ def add_power_capacities_installed_before_baseyear(n, grouping_years, costs, bas bus0 = vars(spatial)[carrier[generator]].nodes if "EU" not in vars(spatial)[carrier[generator]].locations: bus0 = bus0.intersection(capacity.index + " gas") - + # check for missing bus missing_bus = pd.Index(bus0).difference(n.buses.index) if not missing_bus.empty: logger.info(f"add buses {bus0}") - n.madd("Bus", - bus0, - carrier=generator, - location=vars(spatial)[carrier[generator]].locations, - unit="MWh_el" - ) + n.madd( + "Bus", + bus0, + carrier=generator, + location=vars(spatial)[carrier[generator]].locations, + unit="MWh_el", + ) already_build = n.links.index.intersection(asset_i) new_build = asset_i.difference(n.links.index) @@ -615,9 +616,9 @@ def add_heating_capacities_installed_before_baseyear( if str(grouping_year) in index and n.links.p_nom[index] < threshold ], ) - + # drop assets which are at the end of their lifetime - links_i = n.links[(n.links.build_year+n.links.lifetime<=baseyear)].index + links_i = n.links[(n.links.build_year + n.links.lifetime <= baseyear)].index n.mremove("Link", links_i) diff --git a/scripts/build_industrial_distribution_key.py b/scripts/build_industrial_distribution_key.py index a0dc195b..888a1a96 100644 --- a/scripts/build_industrial_distribution_key.py +++ b/scripts/build_industrial_distribution_key.py @@ -95,16 +95,19 @@ def prepare_hotmaps_database(regions): gdf.rename(columns={"index_right": "bus"}, inplace=True) gdf["country"] = gdf.bus.str[:2] - + # the .sjoin can lead to duplicates if a geom is in two regions if gdf.index.duplicated().any(): import pycountry + # get all duplicated entries duplicated_i = gdf.index[gdf.index.duplicated()] # convert from raw data country name to iso-2-code - s = df.loc[duplicated_i, "Country"].apply(lambda x: pycountry.countries.lookup(x).alpha_2) + s = df.loc[duplicated_i, "Country"].apply( + lambda x: pycountry.countries.lookup(x).alpha_2 + ) # Get a boolean mask where gdf's country column matches s's values for the same index - mask = gdf['country'] == gdf.index.map(s) + mask = gdf["country"] == gdf.index.map(s) # Filter gdf using the mask gdf_filtered = gdf[mask] # concat not duplicated and filtered gdf @@ -160,7 +163,8 @@ def build_nodal_distribution_key(hotmaps, regions, countries): return keys -#%% + +# %% if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake diff --git a/scripts/make_summary_perfect.py b/scripts/make_summary_perfect.py index 714f55b8..1a3391a9 100644 --- a/scripts/make_summary_perfect.py +++ b/scripts/make_summary_perfect.py @@ -230,25 +230,33 @@ def calculate_energy(n, label, energy): names=energy.columns.names[:3] + ["year"], ) energy = energy.reindex(cols, axis=1) - + for c in n.iterate_components(n.one_port_components | n.branch_components): if c.name in n.one_port_components: c_energies = ( c.pnl.p.multiply(n.snapshot_weightings.generators, axis=0) - .groupby(level=0).sum() + .groupby(level=0) + .sum() .multiply(c.df.sign) .groupby(c.df.carrier, axis=1) .sum() ) else: - c_energies = pd.DataFrame(0.0, columns=c.df.carrier.unique(), index=n.investment_periods) + c_energies = pd.DataFrame( + 0.0, columns=c.df.carrier.unique(), index=n.investment_periods + ) for port in [col[3:] for col in c.df.columns if col[:3] == "bus"]: - totals = c.pnl["p" + port].multiply(n.snapshot_weightings.generators, axis=0).groupby(level=0).sum() + totals = ( + c.pnl["p" + port] + .multiply(n.snapshot_weightings.generators, axis=0) + .groupby(level=0) + .sum() + ) # remove values where bus is missing (bug in nomopyomo) no_bus = c.df.index[c.df["bus" + port] == ""] - totals[no_bus] = float(n.component_attrs[c.name].loc[ - "p" + port, "default" - ]) + totals[no_bus] = float( + n.component_attrs[c.name].loc["p" + port, "default"] + ) c_energies -= totals.groupby(c.df.carrier, axis=1).sum() c_energies = pd.concat([c_energies.T], keys=[c.list_name]) @@ -703,11 +711,13 @@ if __name__ == "__main__": # Detect running outside of snakemake and mock snakemake for testing if "snakemake" not in globals(): from _helpers import mock_snakemake + snakemake = mock_snakemake("make_summary_perfect") - + run = snakemake.config["run"]["name"] - if run!="": run += "/" - + if run != "": + run += "/" + networks_dict = { (clusters, lv, opts + sector_opts): "results/" + run diff --git a/scripts/plot_network.py b/scripts/plot_network.py index 3203f5ab..c0b35411 100644 --- a/scripts/plot_network.py +++ b/scripts/plot_network.py @@ -913,9 +913,11 @@ def plot_series(network, carrier="AC", name="test"): ) -def plot_map_perfect(network, components=["Link", "Store", "StorageUnit", "Generator"], - bus_size_factor=1.7e10): - +def plot_map_perfect( + network, + components=["Link", "Store", "StorageUnit", "Generator"], + bus_size_factor=1.7e10, +): n = network.copy() assign_location(n) # Drop non-electric buses so they don't clutter the plot @@ -926,41 +928,48 @@ def plot_map_perfect(network, components=["Link", "Store", "StorageUnit", "Gener costs = {} for comp in components: df_c = n.df(comp) - if df_c.empty: continue + if df_c.empty: + continue df_c["nice_group"] = df_c.carrier.map(rename_techs_tyndp) attr = "e_nom_opt" if comp == "Store" else "p_nom_opt" active = pd.concat( - [ - n.get_active_assets(comp, inv_p).rename(inv_p) - for inv_p in investments - ], + [n.get_active_assets(comp, inv_p).rename(inv_p) for inv_p in investments], axis=1, ).astype(int) capital_cost = n.df(comp)[attr] * n.df(comp).capital_cost - capital_cost_t = ((active.mul(capital_cost, axis=0)) - .groupby([n.df(comp).location, - n.df(comp).nice_group]).sum()) + capital_cost_t = ( + (active.mul(capital_cost, axis=0)) + .groupby([n.df(comp).location, n.df(comp).nice_group]) + .sum() + ) capital_cost_t.drop("load", level=1, inplace=True, errors="ignore") costs[comp] = capital_cost_t - costs = pd.concat(costs).groupby(level=[1,2]).sum() - costs.drop(costs[costs.sum(axis=1)==0].index, inplace=True) + costs = pd.concat(costs).groupby(level=[1, 2]).sum() + costs.drop(costs[costs.sum(axis=1) == 0].index, inplace=True) - new_columns = (preferred_order.intersection(costs.index.levels[1]) - .append(costs.index.levels[1].difference(preferred_order))) + new_columns = preferred_order.intersection(costs.index.levels[1]).append( + costs.index.levels[1].difference(preferred_order) + ) costs = costs.reindex(new_columns, level=1) for item in new_columns: - if item not in snakemake.config['plotting']['tech_colors']: - print("Warning!",item,"not in config/plotting/tech_colors, assign random color") - snakemake.config['plotting']['tech_colors'] = "pink" - - n.links.drop(n.links.index[(n.links.carrier != "DC") & ( - n.links.carrier != "B2B")], inplace=True) + if item not in snakemake.config["plotting"]["tech_colors"]: + print( + "Warning!", + item, + "not in config/plotting/tech_colors, assign random color", + ) + snakemake.config["plotting"]["tech_colors"] = "pink" + + n.links.drop( + n.links.index[(n.links.carrier != "DC") & (n.links.carrier != "B2B")], + inplace=True, + ) # drop non-bus to_drop = costs.index.levels[0].symmetric_difference(n.buses.index) @@ -972,7 +981,7 @@ def plot_map_perfect(network, components=["Link", "Store", "StorageUnit", "Gener costs.index = pd.MultiIndex.from_tuples(costs.index.values) # PDF has minimum width, so set these to zero - line_lower_threshold = 500. + line_lower_threshold = 500.0 line_upper_threshold = 1e4 linewidth_factor = 2e3 ac_color = "gray" @@ -981,29 +990,29 @@ def plot_map_perfect(network, components=["Link", "Store", "StorageUnit", "Gener line_widths = n.lines.s_nom_opt link_widths = n.links.p_nom_opt linewidth_factor = 2e3 - line_lower_threshold = 0. + line_lower_threshold = 0.0 title = "Today's transmission" - line_widths[line_widths < line_lower_threshold] = 0. - link_widths[link_widths < line_lower_threshold] = 0. + line_widths[line_widths < line_lower_threshold] = 0.0 + link_widths[link_widths < line_lower_threshold] = 0.0 line_widths[line_widths > line_upper_threshold] = line_upper_threshold link_widths[link_widths > line_upper_threshold] = line_upper_threshold for year in costs.columns: - fig, ax = plt.subplots(subplot_kw={"projection": ccrs.PlateCarree()}) fig.set_size_inches(7, 6) fig.suptitle(year) n.plot( bus_sizes=costs[year] / bus_size_factor, - bus_colors=snakemake.config['plotting']['tech_colors'], + bus_colors=snakemake.config["plotting"]["tech_colors"], line_colors=ac_color, link_colors=dc_color, line_widths=line_widths / linewidth_factor, link_widths=link_widths / linewidth_factor, - ax=ax, **map_opts + ax=ax, + **map_opts, ) sizes = [20, 10, 5] @@ -1051,15 +1060,12 @@ def plot_map_perfect(network, components=["Link", "Store", "StorageUnit", "Gener frameon=False, ) - fig.savefig( - snakemake.output[f"map_{year}"], - transparent=True, - bbox_inches="tight" + snakemake.output[f"map_{year}"], transparent=True, bbox_inches="tight" ) -#%% +# %% if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake @@ -1083,11 +1089,13 @@ if __name__ == "__main__": if map_opts["boundaries"] is None: map_opts["boundaries"] = regions.total_bounds[[0, 2, 1, 3]] + [-1, 1, -1, 1] - + if snakemake.params["foresight"] == "perfect": - plot_map_perfect(n, - components=["Link", "Store", "StorageUnit", "Generator"], - bus_size_factor=2e10) + plot_map_perfect( + n, + components=["Link", "Store", "StorageUnit", "Generator"], + bus_size_factor=2e10, + ) else: plot_map( n, @@ -1095,7 +1103,7 @@ if __name__ == "__main__": bus_size_factor=2e10, transmission=False, ) - + plot_h2_map(n, regions) plot_ch4_map(n) plot_map_without(n) diff --git a/scripts/plot_summary.py b/scripts/plot_summary.py index 8f939a36..b297987a 100644 --- a/scripts/plot_summary.py +++ b/scripts/plot_summary.py @@ -276,8 +276,6 @@ def plot_balances(): i for i in balances_df.index.levels[0] if i not in co2_carriers ] - - for k, v in balances.items(): df = balances_df.loc[v] df = df.groupby(df.index.get_level_values(2)).sum() @@ -321,7 +319,7 @@ def plot_balances(): ) new_columns = df.columns.sort_values() - + fig, ax = plt.subplots(figsize=(12, 8)) df.loc[new_index, new_columns].T.plot( @@ -357,7 +355,6 @@ def plot_balances(): fig.savefig(snakemake.output.balances[:-10] + k + ".pdf", bbox_inches="tight") - def historical_emissions(countries): """ Read historical emissions to add them to the carbon budget plot. @@ -393,19 +390,20 @@ def historical_emissions(countries): e["other LULUCF"] = "4.H - Other LULUCF" - pol = ["CO2"] # ["All greenhouse gases - (CO2 equivalent)"] if "GB" in countries: countries.remove("GB") countries.append("UK") - year = df.index.levels[0][df.index.levels[0]>=1990] - + year = df.index.levels[0][df.index.levels[0] >= 1990] + missing = pd.Index(countries).difference(df.index.levels[2]) if not missing.empty: - logger.warning(f"The following countries are missing and not considered when plotting historic CO2 emissions: {missing}") + logger.warning( + f"The following countries are missing and not considered when plotting historic CO2 emissions: {missing}" + ) countries = pd.Index(df.index.levels[2]).intersection(countries) - + idx = pd.IndexSlice co2_totals = ( df.loc[idx[year, e.values, countries, pol], "emissions"] @@ -469,26 +467,28 @@ def plot_carbon_budget_distribution(input_eurostat): # historic emissions countries = snakemake.params.countries - e_1990 = co2_emissions_year( - countries, input_eurostat, opts, snakemake, year=1990 - ) + e_1990 = co2_emissions_year(countries, input_eurostat, opts, snakemake, year=1990) emissions = historical_emissions(countries) # add other years https://sdi.eea.europa.eu/data/0569441f-2853-4664-a7cd-db969ef54de0 emissions.loc[2019] = 2.971372 emissions.loc[2020] = 2.691958 emissions.loc[2021] = 2.869355 - - + if snakemake.config["foresight"] == "myopic": path_cb = "results/" + snakemake.params.RDIR + "/csvs/" - co2_cap = pd.read_csv(path_cb + "carbon_budget_distribution.csv", index_col=0)[["cb"]] + co2_cap = pd.read_csv(path_cb + "carbon_budget_distribution.csv", index_col=0)[ + ["cb"] + ] co2_cap *= e_1990 else: - supply_energy = pd.read_csv(snakemake.input.balances, - index_col=[0,1,2], header=[0,1,2, 3]) - co2_cap = supply_energy.loc["co2"].droplevel(0).drop("co2").sum().unstack().T/1e9 + supply_energy = pd.read_csv( + snakemake.input.balances, index_col=[0, 1, 2], header=[0, 1, 2, 3] + ) + co2_cap = ( + supply_energy.loc["co2"].droplevel(0).drop("co2").sum().unstack().T / 1e9 + ) co2_cap.rename(index=lambda x: int(x), inplace=True) - + plt.figure(figsize=(10, 7)) gs1 = gridspec.GridSpec(1, 1) ax1 = plt.subplot(gs1[0, 0]) @@ -511,13 +511,13 @@ def plot_carbon_budget_distribution(input_eurostat): ) ax1.plot( - [2030], - [0.45 * emissions[1990]], - marker="*", - markersize=12, - markerfacecolor="black", - markeredgecolor="black", - ) + [2030], + [0.45 * emissions[1990]], + marker="*", + markersize=12, + markerfacecolor="black", + markeredgecolor="black", + ) ax1.plot( [2030], @@ -538,28 +538,28 @@ def plot_carbon_budget_distribution(input_eurostat): ) ax1.plot( - [2050], - [0.0 * emissions[1990]], - marker="*", - markersize=12, - markerfacecolor="black", - markeredgecolor="black", - label="EU commited target", - ) + [2050], + [0.0 * emissions[1990]], + marker="*", + markersize=12, + markerfacecolor="black", + markeredgecolor="black", + label="EU commited target", + ) for col in co2_cap.columns: ax1.plot(co2_cap[col], linewidth=3, label=col) - ax1.legend( fancybox=True, fontsize=18, loc=(0.01, 0.01), facecolor="white", frameon=True ) - + plt.grid(axis="y") path = snakemake.output.balances.split("balances")[0] + "carbon_budget.pdf" plt.savefig(path, bbox_inches="tight") -#%% + +# %% if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake @@ -578,5 +578,7 @@ if __name__ == "__main__": for sector_opts in snakemake.params.sector_opts: opts = sector_opts.split("-") - if any(["cb" in o for o in opts]) or (snakemake.config["foresight"]=="perfect"): + if any(["cb" in o for o in opts]) or ( + snakemake.config["foresight"] == "perfect" + ): plot_carbon_budget_distribution(snakemake.input.eurostat) diff --git a/scripts/prepare_perfect_foresight.py b/scripts/prepare_perfect_foresight.py index cf9d09f8..d71deab4 100644 --- a/scripts/prepare_perfect_foresight.py +++ b/scripts/prepare_perfect_foresight.py @@ -8,14 +8,16 @@ Concats pypsa networks of single investment periods to one network. import logging import re -import pandas as pd + import numpy as np +import pandas as pd import pypsa from _helpers import update_config_with_sector_opts from add_existing_baseyear import add_build_year_to_new_assets from pypsa.descriptors import expand_series from pypsa.io import import_components_from_dataframe from six import iterkeys + logger = logging.getLogger(__name__) @@ -38,8 +40,8 @@ def get_missing(df, n, c): def get_social_discount(t, r=0.01): """ - Calculate for a given time t and social discount rate r [per unit] - the social discount. + Calculate for a given time t and social discount rate r [per unit] the + social discount. """ return 1 / (1 + r) ** t @@ -62,7 +64,7 @@ def get_investment_weighting(time_weighting, r=0.01): def add_year_to_constraints(n, baseyear): """ Add investment period to global constraints and rename index. - + Parameters ---------- n : pypsa.Network @@ -77,25 +79,29 @@ def add_year_to_constraints(n, baseyear): def hvdc_transport_model(n): """ - Convert AC lines to DC links for multi-decade optimisation with - line expansion. Losses of DC links are assumed to be 3% per 1000km + Convert AC lines to DC links for multi-decade optimisation with line + expansion. + + Losses of DC links are assumed to be 3% per 1000km """ - + logger.info("Convert AC lines to DC links to perform multi-decade optimisation.") - - n.madd("Link", - n.lines.index, - bus0=n.lines.bus0, - bus1=n.lines.bus1, - p_nom_extendable=True, - p_nom=n.lines.s_nom, - p_nom_min=n.lines.s_nom, - p_min_pu=-1, - efficiency=1 - 0.03 * n.lines.length / 1000, - marginal_cost=0, - carrier="DC", - length=n.lines.length, - capital_cost=n.lines.capital_cost) + + n.madd( + "Link", + n.lines.index, + bus0=n.lines.bus0, + bus1=n.lines.bus1, + p_nom_extendable=True, + p_nom=n.lines.s_nom, + p_nom_min=n.lines.s_nom, + p_min_pu=-1, + efficiency=1 - 0.03 * n.lines.length / 1000, + marginal_cost=0, + carrier="DC", + length=n.lines.length, + capital_cost=n.lines.capital_cost, + ) # Remove AC lines logger.info("Removing AC lines") @@ -103,15 +109,16 @@ def hvdc_transport_model(n): n.mremove("Line", lines_rm) # Set efficiency of all DC links to include losses depending on length - n.links.loc[n.links.carrier == 'DC', 'efficiency'] = 1 - 0.03 * n.links.loc[ - n.links.carrier == 'DC', 'length'] / 1000 - + n.links.loc[n.links.carrier == "DC", "efficiency"] = ( + 1 - 0.03 * n.links.loc[n.links.carrier == "DC", "length"] / 1000 + ) + def adjust_electricity_grid(n, year, years): """ Add carrier to lines. Replace AC lines with DC links in case of line expansion. Add lifetime to DC links in case of line expansion. - + Parameters ---------- n : pypsa.Network @@ -121,16 +128,15 @@ def adjust_electricity_grid(n, year, years): investment periods """ n.lines["carrier"] = "AC" - links_i = n.links[n.links.carrier=="DC"].index + links_i = n.links[n.links.carrier == "DC"].index if n.lines.s_nom_extendable.any() or n.links.loc[links_i, "p_nom_extendable"].any(): hvdc_transport_model(n) - links_i = n.links[n.links.carrier=="DC"].index + links_i = n.links[n.links.carrier == "DC"].index n.links.loc[links_i, "lifetime"] = 100 - if year!= years[0]: + if year != years[0]: n.links.loc[links_i, "p_nom_min"] = 0 n.links.loc[links_i, "p_nom"] = 0 - - + # -------------------------------------------------------------------- def concat_networks(years): @@ -245,7 +251,6 @@ def adjust_stores(n): e_initial_store = ["co2 stored"] co2_i = n.stores[n.stores.carrier.isin(e_initial_store)].index n.stores.loc[co2_i, "e_initial_per_period"] = True - return n @@ -309,13 +314,13 @@ def set_carbon_constraints(n, opts): carrier_attribute="co2_emissions", sense="<=", constant=budget, - investment_period=n.investment_periods[-1] + investment_period=n.investment_periods[-1], ) - - # drop other CO2 limits - drop_i = n.global_constraints[n.global_constraints.type=="co2_limit"].index + + # drop other CO2 limits + drop_i = n.global_constraints[n.global_constraints.type == "co2_limit"].index n.mremove("GlobalConstraint", drop_i) - + n.add( "GlobalConstraint", "carbon_neutral", @@ -323,10 +328,9 @@ def set_carbon_constraints(n, opts): carrier_attribute="co2_emissions", sense="<=", constant=0, - investment_period=n.investment_periods[-1] + investment_period=n.investment_periods[-1], ) - # set minimum CO2 emission constraint to avoid too fast reduction if "co2min" in opts: emissions_1990 = 4.53693 @@ -348,25 +352,25 @@ def set_carbon_constraints(n, opts): investment_period=first_year, constant=co2min * 1e9 * time_weightings, ) - + return n def adjust_lvlimit(n): """ - Convert global constraints for single investment period to one uniform - if all attributes stay the same. + Convert global constraints for single investment period to one uniform if + all attributes stay the same. """ c = "GlobalConstraint" - cols = ['carrier_attribute', 'sense', "constant", "type"] + cols = ["carrier_attribute", "sense", "constant", "type"] glc_type = "transmission_volume_expansion_limit" - if (n.df(c)[n.df(c).type==glc_type][cols].nunique()==1).all(): - glc = n.df(c)[n.df(c).type==glc_type][cols].iloc[[0]] + if (n.df(c)[n.df(c).type == glc_type][cols].nunique() == 1).all(): + glc = n.df(c)[n.df(c).type == glc_type][cols].iloc[[0]] glc.index = pd.Index(["lv_limit"]) - remove_i = n.df(c)[n.df(c).type==glc_type].index + remove_i = n.df(c)[n.df(c).type == glc_type].index n.mremove(c, remove_i) import_components_from_dataframe(n, glc, c) - + return n @@ -374,16 +378,17 @@ def adjust_CO2_glc(n): c = "GlobalConstraint" glc_name = "CO2Limit" glc_type = "primary_energy" - mask = (n.df(c).index.str.contains(glc_name)) & (n.df(c).type==glc_type) + mask = (n.df(c).index.str.contains(glc_name)) & (n.df(c).type == glc_type) n.df(c).loc[mask, "type"] = "co2_limit" - + return n def add_H2_boilers(n): """ - Gas boilers can be retrofitted to run with H2. Add H2 boilers for heating - for all existing gas boilers. + Gas boilers can be retrofitted to run with H2. + + Add H2 boilers for heating for all existing gas boilers. """ c = "Link" logger.info("Add H2 boilers.") @@ -394,8 +399,12 @@ def add_H2_boilers(n): # adjust bus 0 df["bus0"] = df.bus1.map(n.buses.location) + " H2" # rename carrier and index - df["carrier"] = df.carrier.apply(lambda x: x.replace("gas boiler", "retrofitted H2 boiler")) - df.rename(index = lambda x: x.replace("gas boiler", "retrofitted H2 boiler"), inplace=True) + df["carrier"] = df.carrier.apply( + lambda x: x.replace("gas boiler", "retrofitted H2 boiler") + ) + df.rename( + index=lambda x: x.replace("gas boiler", "retrofitted H2 boiler"), inplace=True + ) # todo, costs for retrofitting df["capital_costs"] = 100 # set existing capacity to zero @@ -403,8 +412,8 @@ def add_H2_boilers(n): df["p_nom_extendable"] = True # add H2 boilers to network import_components_from_dataframe(n, df, c) - - + + def apply_time_segmentation_perfect( n, segments, solver_name="cbc", overwrite_time_dependent=True ): @@ -438,8 +447,8 @@ def apply_time_segmentation_perfect( raw = pd.concat([raw, df], axis=1) raw = raw.dropna(axis=1) sn_weightings = {} - - for year in raw.index.levels[0]: + + for year in raw.index.levels[0]: logger.info(f"Find representative snapshots for {year}.") raw_t = raw.loc[year] # normalise all time-dependent data @@ -455,7 +464,7 @@ def apply_time_segmentation_perfect( solver=solver_name, ) segmented = agg.createTypicalPeriods() - + weightings = segmented.index.get_level_values("Segment Duration") offsets = np.insert(np.cumsum(weightings[:-1]), 0, 0) timesteps = [raw_t.index[0] + pd.Timedelta(f"{offset}h") for offset in offsets] @@ -463,13 +472,14 @@ def apply_time_segmentation_perfect( sn_weightings[year] = pd.Series( weightings, index=snapshots, name="weightings", dtype="float64" ) - + sn_weightings = pd.concat(sn_weightings) n.set_snapshots(sn_weightings.index) n.snapshot_weightings = n.snapshot_weightings.mul(sn_weightings, axis=0) return n + def set_temporal_aggregation_SEG(n, opts, solver_name): """ Aggregate network temporally with tsam. @@ -483,6 +493,8 @@ def set_temporal_aggregation_SEG(n, opts, solver_name): n = apply_time_segmentation_perfect(n, segments, solver_name=solver_name) break return n + + # %% if __name__ == "__main__": if "snakemake" not in globals(): @@ -514,22 +526,22 @@ if __name__ == "__main__": # concat prenetworks of planning horizon to single network ------------ n = concat_networks(years) - + # temporal aggregate opts = snakemake.wildcards.sector_opts.split("-") solver_name = snakemake.config["solving"]["solver"]["name"] n = set_temporal_aggregation_SEG(n, opts, solver_name) - + # adjust global constraints lv limit if the same for all years - n = adjust_lvlimit(n) + n = adjust_lvlimit(n) # adjust global constraints CO2 limit n = adjust_CO2_glc(n) # adjust stores to multi period investment n = adjust_stores(n) - + # set phase outs set_all_phase_outs(n) - + # add H2 boiler add_H2_boilers(n) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index fa03037f..0e4f0eb5 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -32,10 +32,9 @@ import re import numpy as np import pandas as pd import pypsa -from pypsa.descriptors import get_activity_mask import xarray as xr from _helpers import configure_logging, update_config_with_sector_opts - +from pypsa.descriptors import get_activity_mask from vresutils.benchmark import memory_logger logger = logging.getLogger(__name__) @@ -48,34 +47,40 @@ def add_land_use_constraint(n, planning_horizons, config): _add_land_use_constraint_m(n, planning_horizons, config) else: _add_land_use_constraint(n) - + def add_land_use_constraint_perfect(n): - """Add global constraints for tech capacity limit. + """ + Add global constraints for tech capacity limit. """ logger.info("Add land-use constraint for perfect foresight") + def compress_series(s): - def process_group(group): if group.nunique() == 1: return pd.Series(group.iloc[0], index=[None]) else: return group - - return s.groupby(level=[0,1]).apply(process_group) - + + return s.groupby(level=[0, 1]).apply(process_group) + def new_index_name(t): # Convert all elements to string and filter out None values parts = [str(x) for x in t if x is not None] # Join with space, but use a dash for the last item if not None - return ' '.join(parts[:2]) + (f'-{parts[-1]}' if len(parts) > 2 else '') - + return " ".join(parts[:2]) + (f"-{parts[-1]}" if len(parts) > 2 else "") + def check_p_min_p_max(p_nom_max): p_nom_min = n.generators[ext_i].groupby(grouper).sum().p_nom_min p_nom_min = p_nom_min.reindex(p_nom_max.index) - check = (p_nom_min.groupby(level=[0,1]).sum()>p_nom_max.groupby(level=[0,1]).min()) + check = ( + p_nom_min.groupby(level=[0, 1]).sum() + > p_nom_max.groupby(level=[0, 1]).min() + ) if check.sum(): - logger.warning(f"summed p_min_pu values at node larger than technical potential {check[check].index}") + logger.warning( + f"summed p_min_pu values at node larger than technical potential {check[check].index}" + ) grouper = [n.generators.carrier, n.generators.bus, n.generators.build_year] ext_i = n.generators.p_nom_extendable @@ -85,8 +90,7 @@ def add_land_use_constraint_perfect(n): p_nom_max = p_nom_max[~p_nom_max.isin([np.inf, np.nan])] # carrier carriers = p_nom_max.index.get_level_values(0).unique() - gen_i = n.generators[(n.generators.carrier.isin(carriers)) & - (ext_i)].index + gen_i = n.generators[(n.generators.carrier.isin(carriers)) & (ext_i)].index n.generators.loc[gen_i, "p_nom_min"] = 0 # check minimum capacities check_p_min_p_max(p_nom_max) @@ -94,15 +98,17 @@ def add_land_use_constraint_perfect(n): # p_nom_max = compress_series(p_nom_max) # adjust name to fit syntax of nominal constraint per bus df = p_nom_max.reset_index() - df["name"] = df.apply(lambda row: f"nom_max_{row['carrier']}" - + (f"_{row['build_year']}" if row['build_year'] is not None else ""), - axis=1) - + df["name"] = df.apply( + lambda row: f"nom_max_{row['carrier']}" + + (f"_{row['build_year']}" if row["build_year"] is not None else ""), + axis=1, + ) + for name in df.name.unique(): - df_carrier = df[df.name==name] + df_carrier = df[df.name == name] bus = df_carrier.bus n.buses.loc[bus, name] = df_carrier.p_nom_max.values - + return n @@ -187,14 +193,14 @@ def add_co2_sequestration_limit(n, config, limit=200): continue limit = float(o[o.find("seq") + 3 :]) * 1e6 break - + if config["foresight"] == "perfect": periods = n.investment_periods names = pd.Index([f"co2_sequestration_limit-{period}" for period in periods]) else: periods = [np.nan] names = pd.Index(["co2_sequestration_limit"]) - + n.madd( "GlobalConstraint", names, @@ -224,11 +230,11 @@ def add_carbon_constraint(n, snapshots): time_valid = int(glc.loc["investment_period"]) if not stores.empty: last = n.snapshot_weightings.reset_index().groupby("period").last() - last_i = last.set_index([last.index, last.timestep]).index + last_i = last.set_index([last.index, last.timestep]).index final_e = n.model["Store-e"].loc[last_i, stores.index] time_i = pd.IndexSlice[time_valid, :] - lhs = final_e.loc[time_i,:] - final_e.shift(snapshot=1).loc[time_i,:] - + lhs = final_e.loc[time_i, :] - final_e.shift(snapshot=1).loc[time_i, :] + n.model.add_constraints(lhs <= rhs, name=f"GlobalConstraint-{name}") @@ -251,77 +257,83 @@ def add_carbon_budget_constraint(n, snapshots): weighting = n.investment_period_weightings.loc[time_valid, "years"] if not stores.empty: last = n.snapshot_weightings.reset_index().groupby("period").last() - last_i = last.set_index([last.index, last.timestep]).index + last_i = last.set_index([last.index, last.timestep]).index final_e = n.model["Store-e"].loc[last_i, stores.index] time_i = pd.IndexSlice[time_valid, :] - lhs = final_e.loc[time_i,:] * weighting - + lhs = final_e.loc[time_i, :] * weighting + n.model.add_constraints(lhs <= rhs, name=f"GlobalConstraint-{name}") def add_max_growth(n, config): - """Add maximum growth rates for different carriers """ - + Add maximum growth rates for different carriers. + """ + opts = config["sector"]["limit_max_growth"] # take maximum yearly difference between investment periods since historic growth is per year factor = n.investment_period_weightings.years.max() * opts["factor"] for carrier in opts["max_growth"].keys(): max_per_period = opts["max_growth"][carrier] * factor - logger.info(f"set maximum growth rate per investment period of {carrier} to {max_per_period} GW.") + logger.info( + f"set maximum growth rate per investment period of {carrier} to {max_per_period} GW." + ) n.carriers.loc[carrier, "max_growth"] = max_per_period * 1e3 - + for carrier in opts["max_relative_growth"].keys(): max_r_per_period = opts["max_relative_growth"][carrier] - logger.info(f"set maximum relative growth per investment period of {carrier} to {max_r_per_period}.") - n.carriers.loc[carrier, "max_relative_growth"] = max_r_per_period - + logger.info( + f"set maximum relative growth per investment period of {carrier} to {max_r_per_period}." + ) + n.carriers.loc[carrier, "max_relative_growth"] = max_r_per_period + return n def add_retrofit_gas_boiler_constraint(n, snapshots): - """Allow retrofitting of existing gas boilers to H2 boilers. + """ + Allow retrofitting of existing gas boilers to H2 boilers. """ c = "Link" logger.info("Add constraint for retrofitting gas boilers to H2 boilers.") # existing gas boilers mask = n.links.carrier.str.contains("gas boiler") & ~n.links.p_nom_extendable gas_i = n.links[mask].index - mask = n.links.carrier.str.contains("retrofitted H2 boiler") + mask = n.links.carrier.str.contains("retrofitted H2 boiler") h2_i = n.links[mask].index - - + n.links.loc[gas_i, "p_nom_extendable"] = True p_nom = n.links.loc[gas_i, "p_nom"] n.links.loc[gas_i, "p_nom"] = 0 - + # heat profile - cols = n.loads_t.p_set.columns[n.loads_t.p_set.columns.str.contains("heat") - & ~n.loads_t.p_set.columns.str.contains("industry") - & ~n.loads_t.p_set.columns.str.contains("agriculture")] - profile = n.loads_t.p_set[cols].div(n.loads_t.p_set[cols].groupby(level=0).max(), level=0) + cols = n.loads_t.p_set.columns[ + n.loads_t.p_set.columns.str.contains("heat") + & ~n.loads_t.p_set.columns.str.contains("industry") + & ~n.loads_t.p_set.columns.str.contains("agriculture") + ] + profile = n.loads_t.p_set[cols].div( + n.loads_t.p_set[cols].groupby(level=0).max(), level=0 + ) # to deal if max value is zero profile.fillna(0, inplace=True) profile.rename(columns=n.loads.bus.to_dict(), inplace=True) profile = profile.reindex(columns=n.links.loc[gas_i, "bus1"]) profile.columns = gas_i - - + rhs = profile.mul(p_nom) - + dispatch = n.model["Link-p"] active = get_activity_mask(n, c, snapshots, gas_i) rhs = rhs[active] p_gas = dispatch.sel(Link=gas_i) p_h2 = dispatch.sel(Link=h2_i) - - lhs = p_gas + p_h2 - - n.model.add_constraints(lhs == rhs, name="gas_retrofit") - - - + lhs = p_gas + p_h2 + + n.model.add_constraints(lhs == rhs, name="gas_retrofit") + + def prepare_network( n, solve_opts=None, @@ -381,7 +393,7 @@ def prepare_network( if foresight == "myopic": add_land_use_constraint(n, planning_horizons, config) - + if foresight == "perfect": n = add_land_use_constraint_perfect(n) if config["sector"]["limit_max_growth"]["enable"]: @@ -756,7 +768,6 @@ def add_pipe_retrofit_constraint(n): n.model.add_constraints(lhs == rhs, name="Link-pipe_retrofit") - def extra_functionality(n, snapshots): """ Collects supplementary constraints which will be passed to @@ -791,8 +802,10 @@ def extra_functionality(n, snapshots): def solve_network(n, config, solving, opts="", **kwargs): set_of_options = solving["solver"]["options"] cf_solving = solving["options"] - - kwargs["multi_investment_periods"] = True if config["foresight"] == "perfect" else False + + kwargs["multi_investment_periods"] = ( + True if config["foresight"] == "perfect" else False + ) kwargs["solver_options"] = ( solving["solver_options"][set_of_options] if set_of_options else {} ) @@ -838,7 +851,8 @@ def solve_network(n, config, solving, opts="", **kwargs): return n -#%% + +# %% if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake @@ -868,7 +882,7 @@ if __name__ == "__main__": np.random.seed(solve_opts.get("seed", 123)) n = pypsa.Network(snakemake.input.network) - + n = prepare_network( n, solve_opts, @@ -877,9 +891,10 @@ if __name__ == "__main__": planning_horizons=snakemake.params.planning_horizons, co2_sequestration_potential=snakemake.params["co2_sequestration_potential"], ) - - with memory_logger(filename=getattr(snakemake.log, 'memory', None), interval=30.) as mem: - + + with memory_logger( + filename=getattr(snakemake.log, "memory", None), interval=30.0 + ) as mem: n = solve_network( n, config=snakemake.config, @@ -887,11 +902,8 @@ if __name__ == "__main__": opts=opts, log_fn=snakemake.log.solver, ) - + logger.info("Maximum memory usage: {}".format(mem.mem_usage)) - - - n.meta = dict(snakemake.config, **dict(wildcards=dict(snakemake.wildcards))) n.export_to_netcdf(snakemake.output[0]) From c278a3159f3235d4257d53a21b0bf52ad6348bfc Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 30 Aug 2023 14:32:57 +0200 Subject: [PATCH 112/608] add benchmark back --- scripts/_benchmark.py | 245 +++++++++++++++++++++++++++++++++++++++ scripts/solve_network.py | 2 +- 2 files changed, 246 insertions(+), 1 deletion(-) create mode 100644 scripts/_benchmark.py diff --git a/scripts/_benchmark.py b/scripts/_benchmark.py new file mode 100644 index 00000000..777ad7ac --- /dev/null +++ b/scripts/_benchmark.py @@ -0,0 +1,245 @@ +# -*- coding: utf-8 -*- + +## Copyright 2015-2017 Frankfurt Institute for Advanced Studies + +## This program is free software; you can redistribute it and/or +## modify it under the terms of the GNU General Public License as +## published by the Free Software Foundation; either version 3 of the +## License, or (at your option) any later version. + +## This program is distributed in the hope that it will be useful, +## but WITHOUT ANY WARRANTY; without even the implied warranty of +## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +## GNU General Public License for more details. + +## You should have received a copy of the GNU General Public License +## along with this program. If not, see . + +""" +""" + +from __future__ import absolute_import +from __future__ import print_function + +import time +import sys, os + +import logging +logger = logging.getLogger(__name__) + +# TODO: provide alternative when multiprocessing is not available +try: + from multiprocessing import Process, Pipe +except ImportError: + from multiprocessing.dummy import Process, Pipe + +from memory_profiler import _get_memory, choose_backend + +# The memory logging facilities have been adapted from memory_profiler +class MemTimer(Process): + """ + Write memory consumption over a time interval to file until signaled to + stop on the pipe + """ + + def __init__(self, monitor_pid, interval, pipe, filename, max_usage, backend, *args, **kw): + self.monitor_pid = monitor_pid + self.interval = interval + self.pipe = pipe + self.filename = filename + self.max_usage = max_usage + self.backend = backend + + self.timestamps = kw.pop("timestamps", True) + self.include_children = kw.pop("include_children", True) + + super(MemTimer, self).__init__(*args, **kw) + + def run(self): + # get baseline memory usage + cur_mem = ( + _get_memory(self.monitor_pid, self.backend, + timestamps=self.timestamps, + include_children=self.include_children) + ) + + n_measurements = 1 + mem_usage = cur_mem if self.max_usage else [cur_mem] + + if self.filename is not None: + stream = open(self.filename, 'w') + stream.write("MEM {0:.6f} {1:.4f}\n".format(*cur_mem)) + stream.flush() + else: + stream = None + + self.pipe.send(0) # we're ready + stop = False + while True: + cur_mem = ( + _get_memory(self.monitor_pid, self.backend, + timestamps=self.timestamps, + include_children=self.include_children) + ) + + if stream is not None: + stream.write("MEM {0:.6f} {1:.4f}\n".format(*cur_mem)) + stream.flush() + + n_measurements += 1 + if not self.max_usage: + mem_usage.append(cur_mem) + else: + mem_usage = max(cur_mem, mem_usage) + + if stop: + break + stop = self.pipe.poll(self.interval) + # do one more iteration + + if stream is not None: + stream.close() + + self.pipe.send(mem_usage) + self.pipe.send(n_measurements) + +class memory_logger(object): + """ + Context manager for taking and reporting memory measurements at fixed + intervals from a separate process, for the duration of a context. + + Parameters + ---------- + filename : None|str + Name of the text file to log memory measurements, if None no log is + created (defaults to None) + interval : float + Interval between measurements (defaults to 1.) + max_usage : bool + If True, only store and report the maximum value (defaults to True) + timestamps : bool + Whether to record tuples of memory usage and timestamps; if logging to + a file timestamps are always kept (defaults to True) + include_children : bool + Whether the memory of subprocesses is to be included (default: True) + + Arguments + --------- + n_measurements : int + Number of measurements that have been taken + mem_usage : (float, float)|[(float, float)] + All memory measurements and timestamps (if timestamps was True) or only + the maximum memory usage and its timestamp + + Note + ---- + The arguments are only set after all the measurements, i.e. outside of the + with statement. + + Example + ------- + with memory_logger(filename="memory.log", max_usage=True) as mem: + # Do a lot of long running memory intensive stuff + hard_memory_bound_stuff() + + max_mem, timestamp = mem.mem_usage + """ + def __init__(self, filename=None, interval=1., max_usage=True, + timestamps=True, include_children=True): + if filename is not None: + timestamps = True + + self.filename = filename + self.interval = interval + self.max_usage = max_usage + self.timestamps = timestamps + self.include_children = include_children + + def __enter__(self): + backend = choose_backend() + + self.child_conn, self.parent_conn = Pipe() # this will store MemTimer's results + self.p = MemTimer(os.getpid(), self.interval, self.child_conn, self.filename, + backend=backend, timestamps=self.timestamps, max_usage=self.max_usage, + include_children=self.include_children) + self.p.start() + self.parent_conn.recv() # wait until memory logging in subprocess is ready + + return self + + def __exit__(self, exc_type, exc_val, exc_tb): + if exc_type is None: + self.parent_conn.send(0) # finish timing + + self.mem_usage = self.parent_conn.recv() + self.n_measurements = self.parent_conn.recv() + else: + self.p.terminate() + + return False + +class timer(object): + level = 0 + opened = False + + def __init__(self, name="", verbose=True): + self.name = name + self.verbose = verbose + + def __enter__(self): + if self.verbose: + if self.opened: + sys.stdout.write("\n") + + if len(self.name) > 0: + sys.stdout.write((".. " * self.level) + self.name + ": ") + sys.stdout.flush() + + self.__class__.opened = True + + self.__class__.level += 1 + + self.start = time.time() + return self + + def print_usec(self, usec): + if usec < 1000: + print("%.1f usec" % usec) + else: + msec = usec / 1000 + if msec < 1000: + print("%.1f msec" % msec) + else: + sec = msec / 1000 + print("%.1f sec" % sec) + + + def __exit__(self, exc_type, exc_val, exc_tb): + if not self.opened and self.verbose: + sys.stdout.write(".. " * self.level) + + if exc_type is None: + stop = time.time() + self.usec = usec = (stop - self.start) * 1e6 + if self.verbose: self.print_usec(usec) + elif self.verbose: + print("failed") + sys.stdout.flush() + + self.__class__.level -= 1 + if self.verbose: self.__class__.opened = False + return False + +class optional(object): + def __init__(self, variable, contextman): + self.variable = variable + self.contextman = contextman + + def __enter__(self): + if self.variable: + return self.contextman.__enter__() + + def __exit__(self, exc_type, exc_val, exc_tb): + if self.variable: + return self.contextman.__exit__(exc_type, exc_val, exc_tb) + return False diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 0e4f0eb5..e1b243c8 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -35,7 +35,7 @@ import pypsa import xarray as xr from _helpers import configure_logging, update_config_with_sector_opts from pypsa.descriptors import get_activity_mask -from vresutils.benchmark import memory_logger +from _benchmark import memory_logger logger = logging.getLogger(__name__) pypsa.pf.logger.setLevel(logging.WARNING) From 64cbfd673c0a6022d711fb0d4e10bca6f2683b94 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 30 Aug 2023 12:33:23 +0000 Subject: [PATCH 113/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/_benchmark.py | 77 ++++++++++++++++++++++++++-------------- scripts/solve_network.py | 2 +- 2 files changed, 51 insertions(+), 28 deletions(-) diff --git a/scripts/_benchmark.py b/scripts/_benchmark.py index 777ad7ac..ba49ddc5 100644 --- a/scripts/_benchmark.py +++ b/scripts/_benchmark.py @@ -14,35 +14,38 @@ ## You should have received a copy of the GNU General Public License ## along with this program. If not, see . - -""" """ -from __future__ import absolute_import -from __future__ import print_function +""" -import time -import sys, os +from __future__ import absolute_import, print_function import logging +import os +import sys +import time + logger = logging.getLogger(__name__) # TODO: provide alternative when multiprocessing is not available try: - from multiprocessing import Process, Pipe + from multiprocessing import Pipe, Process except ImportError: from multiprocessing.dummy import Process, Pipe from memory_profiler import _get_memory, choose_backend + # The memory logging facilities have been adapted from memory_profiler class MemTimer(Process): """ Write memory consumption over a time interval to file until signaled to - stop on the pipe + stop on the pipe. """ - def __init__(self, monitor_pid, interval, pipe, filename, max_usage, backend, *args, **kw): + def __init__( + self, monitor_pid, interval, pipe, filename, max_usage, backend, *args, **kw + ): self.monitor_pid = monitor_pid self.interval = interval self.pipe = pipe @@ -57,17 +60,18 @@ class MemTimer(Process): def run(self): # get baseline memory usage - cur_mem = ( - _get_memory(self.monitor_pid, self.backend, - timestamps=self.timestamps, - include_children=self.include_children) + cur_mem = _get_memory( + self.monitor_pid, + self.backend, + timestamps=self.timestamps, + include_children=self.include_children, ) n_measurements = 1 mem_usage = cur_mem if self.max_usage else [cur_mem] if self.filename is not None: - stream = open(self.filename, 'w') + stream = open(self.filename, "w") stream.write("MEM {0:.6f} {1:.4f}\n".format(*cur_mem)) stream.flush() else: @@ -76,10 +80,11 @@ class MemTimer(Process): self.pipe.send(0) # we're ready stop = False while True: - cur_mem = ( - _get_memory(self.monitor_pid, self.backend, - timestamps=self.timestamps, - include_children=self.include_children) + cur_mem = _get_memory( + self.monitor_pid, + self.backend, + timestamps=self.timestamps, + include_children=self.include_children, ) if stream is not None: @@ -103,6 +108,7 @@ class MemTimer(Process): self.pipe.send(mem_usage) self.pipe.send(n_measurements) + class memory_logger(object): """ Context manager for taking and reporting memory measurements at fixed @@ -144,8 +150,15 @@ class memory_logger(object): max_mem, timestamp = mem.mem_usage """ - def __init__(self, filename=None, interval=1., max_usage=True, - timestamps=True, include_children=True): + + def __init__( + self, + filename=None, + interval=1.0, + max_usage=True, + timestamps=True, + include_children=True, + ): if filename is not None: timestamps = True @@ -159,9 +172,16 @@ class memory_logger(object): backend = choose_backend() self.child_conn, self.parent_conn = Pipe() # this will store MemTimer's results - self.p = MemTimer(os.getpid(), self.interval, self.child_conn, self.filename, - backend=backend, timestamps=self.timestamps, max_usage=self.max_usage, - include_children=self.include_children) + self.p = MemTimer( + os.getpid(), + self.interval, + self.child_conn, + self.filename, + backend=backend, + timestamps=self.timestamps, + max_usage=self.max_usage, + include_children=self.include_children, + ) self.p.start() self.parent_conn.recv() # wait until memory logging in subprocess is ready @@ -169,7 +189,7 @@ class memory_logger(object): def __exit__(self, exc_type, exc_val, exc_tb): if exc_type is None: - self.parent_conn.send(0) # finish timing + self.parent_conn.send(0) # finish timing self.mem_usage = self.parent_conn.recv() self.n_measurements = self.parent_conn.recv() @@ -178,6 +198,7 @@ class memory_logger(object): return False + class timer(object): level = 0 opened = False @@ -213,7 +234,6 @@ class timer(object): sec = msec / 1000 print("%.1f sec" % sec) - def __exit__(self, exc_type, exc_val, exc_tb): if not self.opened and self.verbose: sys.stdout.write(".. " * self.level) @@ -221,15 +241,18 @@ class timer(object): if exc_type is None: stop = time.time() self.usec = usec = (stop - self.start) * 1e6 - if self.verbose: self.print_usec(usec) + if self.verbose: + self.print_usec(usec) elif self.verbose: print("failed") sys.stdout.flush() self.__class__.level -= 1 - if self.verbose: self.__class__.opened = False + if self.verbose: + self.__class__.opened = False return False + class optional(object): def __init__(self, variable, contextman): self.variable = variable diff --git a/scripts/solve_network.py b/scripts/solve_network.py index e1b243c8..2e4c3305 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -33,9 +33,9 @@ import numpy as np import pandas as pd import pypsa import xarray as xr +from _benchmark import memory_logger from _helpers import configure_logging, update_config_with_sector_opts from pypsa.descriptors import get_activity_mask -from _benchmark import memory_logger logger = logging.getLogger(__name__) pypsa.pf.logger.setLevel(logging.WARNING) From 9d8dd81958b71879f889b90e79a9424c94aa77b4 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 30 Aug 2023 14:35:17 +0200 Subject: [PATCH 114/608] add co2 store lifetime --- config/config.default.yaml | 1 + 1 file changed, 1 insertion(+) diff --git a/config/config.default.yaml b/config/config.default.yaml index b3748039..9c5aa9b0 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -462,6 +462,7 @@ sector: years_of_storage: 25 co2_sequestration_potential: 200 co2_sequestration_cost: 10 + co2_sequestration_lifetime: 50 co2_spatial: false co2network: false cc_fraction: 0.9 From c0152c25a468e3fa585e2aff673fc2d4d54c238a Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 30 Aug 2023 15:57:47 +0200 Subject: [PATCH 115/608] first fixes for CI --- config/config.default.yaml | 30 ++++++++++++++++++++++-------- config/test/config.perfect.yaml | 4 ++-- rules/solve_perfect.smk | 1 + scripts/solve_network.py | 12 ++++++------ 4 files changed, 31 insertions(+), 16 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 9c5aa9b0..f0fdd8d9 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -26,7 +26,7 @@ run: shared_cutouts: true # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#foresight -foresight: perfect +foresight: overnight # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#scenario # Wildcard docs in https://pypsa-eur.readthedocs.io/en/latest/wildcards.html @@ -34,22 +34,21 @@ scenario: simpl: - '' ll: - - v1.0 - v1.5 clusters: - 37 - 128 -# - 256 -# - 512 - #- 1024 + - 256 + - 512 + - 1024 opts: - '' sector_opts: - Co2L0-3H-T-H-B-I-A-solar+p3-dist1 planning_horizons: - - 2020 - - 2030 - - 2040 + # - 2020 + # - 2030 + # - 2040 - 2050 # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#countries @@ -493,6 +492,20 @@ sector: OCGT: gas biomass_to_liquid: false biosng: false + limit_max_growth: + enable: false + # allowing 30% larger than max historic growth + factor: 1.3 + max_growth: # unit GW + onwind: 16 # onshore max grow so far 16 GW in Europe https://www.iea.org/reports/renewables-2020/wind + solar: 28 # solar max grow so far 28 GW in Europe https://www.iea.org/reports/renewables-2020/solar-pv + offwind-ac: 35 # offshore max grow so far 3.5 GW in Europe https://windeurope.org/about-wind/statistics/offshore/european-offshore-wind-industry-key-trends-statistics-2019/ + offwind-dc: 35 + max_relative_growth: + onwind: 3 + solar: 3 + offwind-ac: 3 + offwind-dc: 3 # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#industry industry: @@ -545,6 +558,7 @@ industry: hotmaps_locate_missing: false reference_year: 2015 + # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#costs costs: year: 2030 diff --git a/config/test/config.perfect.yaml b/config/test/config.perfect.yaml index 4da629bc..788ad326 100644 --- a/config/test/config.perfect.yaml +++ b/config/test/config.perfect.yaml @@ -14,13 +14,12 @@ foresight: perfect scenario: ll: - - v1.5 + - v1.0 clusters: - 5 sector_opts: - 8760H-T-H-B-I-A-solar+p3-dist1 planning_horizons: - - 2020 - 2030 - 2040 - 2050 @@ -65,6 +64,7 @@ renewable: industry: St_primary_fraction: + 2020: 0.8 2030: 0.6 2040: 0.5 2050: 0.4 diff --git a/rules/solve_perfect.smk b/rules/solve_perfect.smk index 04c6af65..ef4e367d 100644 --- a/rules/solve_perfect.smk +++ b/rules/solve_perfect.smk @@ -113,6 +113,7 @@ rule solve_sector_network_perfect: params: solving=config["solving"], foresight=config["foresight"], + sector=config["sector"], planning_horizons=config["scenario"]["planning_horizons"], co2_sequestration_potential=config["sector"].get( "co2_sequestration_potential", 200 diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 2e4c3305..e353acd8 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -270,7 +270,7 @@ def add_max_growth(n, config): Add maximum growth rates for different carriers. """ - opts = config["sector"]["limit_max_growth"] + opts = snakemake.params["sector"]["limit_max_growth"] # take maximum yearly difference between investment periods since historic growth is per year factor = n.investment_period_weightings.years.max() * opts["factor"] for carrier in opts["max_growth"].keys(): @@ -396,7 +396,7 @@ def prepare_network( if foresight == "perfect": n = add_land_use_constraint_perfect(n) - if config["sector"]["limit_max_growth"]["enable"]: + if snakemake.params["sector"]["limit_max_growth"]["enable"]: n = add_max_growth(n, config) if n.stores.carrier.eq("co2 stored").any(): @@ -859,12 +859,12 @@ if __name__ == "__main__": snakemake = mock_snakemake( "solve_sector_network_perfect", - configfiles="config/config.perfect.yaml", + configfiles="../config/test/config.perfect.yaml", simpl="", opts="", - clusters="37", - ll="v1.0", - sector_opts="2p0-4380H-T-H-B-I-A-solar+p3-dist1", + clusters="5", + ll="v1.5", + sector_opts="8760H-T-H-B-I-A-solar+p3-dist1", planning_horizons="2030", ) configure_logging(snakemake) From 457a9e23e789a3f1c7f548e3c4a7190939f48c40 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Thu, 31 Aug 2023 09:55:38 +0200 Subject: [PATCH 116/608] fixes CI perfect --- config/config.default.yaml | 1 + config/test/config.perfect.yaml | 3 +++ scripts/plot_summary.py | 14 +++++++++++++- scripts/prepare_sector_network.py | 6 ++---- 4 files changed, 19 insertions(+), 5 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index f0fdd8d9..7bae66d1 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -778,6 +778,7 @@ plotting: gas pipeline new: '#a87c62' # oil oil: '#c9c9c9' + imported oil: '#a3a3a3' oil boiler: '#adadad' residential rural oil boiler: '#a9a9a9' services rural oil boiler: '#a5a5a5' diff --git a/config/test/config.perfect.yaml b/config/test/config.perfect.yaml index 788ad326..f20586d0 100644 --- a/config/test/config.perfect.yaml +++ b/config/test/config.perfect.yaml @@ -41,6 +41,9 @@ electricity: renewable_carriers: [solar, onwind, offwind-ac, offwind-dc] +sector: + min_part_load_fischer_tropsch: 0 + min_part_load_methanolisation: 0 atlite: default_cutout: be-03-2013-era5 cutouts: diff --git a/scripts/plot_summary.py b/scripts/plot_summary.py index b297987a..c6f8eef9 100644 --- a/scripts/plot_summary.py +++ b/scripts/plot_summary.py @@ -464,10 +464,22 @@ def plot_carbon_budget_distribution(input_eurostat): plt.rcParams["ytick.direction"] = "in" plt.rcParams["xtick.labelsize"] = 20 plt.rcParams["ytick.labelsize"] = 20 + + emissions_scope = snakemake.params.emissions_scope + report_year = snakemake.params.eurostat_report_year + input_co2 = snakemake.input.co2 # historic emissions countries = snakemake.params.countries - e_1990 = co2_emissions_year(countries, input_eurostat, opts, snakemake, year=1990) + e_1990 = co2_emissions_year( + countries, + input_eurostat, + opts, + emissions_scope, + report_year, + input_co2, + year=1990, + ) emissions = historical_emissions(countries) # add other years https://sdi.eea.europa.eu/data/0569441f-2853-4664-a7cd-db969ef54de0 emissions.loc[2019] = 2.971372 diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index cea18fdf..0f9118f4 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -191,17 +191,15 @@ def get(item, investment_year=None): def co2_emissions_year( - countries, input_eurostat, opts, emissions_scope, report_year, year + countries, input_eurostat, opts, emissions_scope, report_year, input_co2, year ): """ Calculate CO2 emissions in one specific year (e.g. 1990 or 2018). """ - emissions_scope = snakemake.params.energy["emissions"] - eea_co2 = build_eea_co2(snakemake.input.co2, year, emissions_scope) + eea_co2 = build_eea_co2(input_co2, year, emissions_scope) # TODO: read Eurostat data from year > 2014 # this only affects the estimation of CO2 emissions for BA, RS, AL, ME, MK - report_year = snakemake.params.energy["eurostat_report_year"] if year > 2014: eurostat_co2 = build_eurostat_co2( input_eurostat, countries, report_year, year=2014 From 3187081ec0473ae6d7bd8b62ef7cf8b88fab78c9 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 31 Aug 2023 07:56:04 +0000 Subject: [PATCH 117/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- config/test/config.perfect.yaml | 2 +- scripts/plot_summary.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/config/test/config.perfect.yaml b/config/test/config.perfect.yaml index f20586d0..c99f4122 100644 --- a/config/test/config.perfect.yaml +++ b/config/test/config.perfect.yaml @@ -42,7 +42,7 @@ electricity: renewable_carriers: [solar, onwind, offwind-ac, offwind-dc] sector: - min_part_load_fischer_tropsch: 0 + min_part_load_fischer_tropsch: 0 min_part_load_methanolisation: 0 atlite: default_cutout: be-03-2013-era5 diff --git a/scripts/plot_summary.py b/scripts/plot_summary.py index c6f8eef9..672e371b 100644 --- a/scripts/plot_summary.py +++ b/scripts/plot_summary.py @@ -464,7 +464,7 @@ def plot_carbon_budget_distribution(input_eurostat): plt.rcParams["ytick.direction"] = "in" plt.rcParams["xtick.labelsize"] = 20 plt.rcParams["ytick.labelsize"] = 20 - + emissions_scope = snakemake.params.emissions_scope report_year = snakemake.params.eurostat_report_year input_co2 = snakemake.input.co2 From 02bffdbd064f77c8aaf8d3f5c10afa64ba1db05b Mon Sep 17 00:00:00 2001 From: euronion <42553970+euronion@users.noreply.github.com> Date: Tue, 5 Sep 2023 17:21:11 +0200 Subject: [PATCH 118/608] Fix bug preventing inclusion of custom_powerplants (#732) --- doc/release_notes.rst | 5 +++++ scripts/build_powerplants.py | 2 +- 2 files changed, 6 insertions(+), 1 deletion(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 3a787104..e343953f 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -20,6 +20,11 @@ Upcoming Release * Files extracted from sector-coupled data bundle have been moved from ``data/`` to ``data/sector-bundle``. + +**Bugs and Compatibility** + +* A bug preventing custom powerplants specified in ``data/custom_powerplants.csv`` was fixed. (https://github.com/PyPSA/pypsa-eur/pull/732) + PyPSA-Eur 0.8.1 (27th July 2023) ================================ diff --git a/scripts/build_powerplants.py b/scripts/build_powerplants.py index cbe94505..24eed6de 100755 --- a/scripts/build_powerplants.py +++ b/scripts/build_powerplants.py @@ -89,7 +89,7 @@ logger = logging.getLogger(__name__) def add_custom_powerplants(ppl, custom_powerplants, custom_ppl_query=False): if not custom_ppl_query: return ppl - add_ppls = pd.read_csv(custom_powerplants, index_col=0, dtype={"bus": "str"}) + add_ppls = pd.read_csv(custom_powerplants, dtype={"bus": "str"}) if isinstance(custom_ppl_query, str): add_ppls.query(custom_ppl_query, inplace=True) return pd.concat( From 4ae4be966e9f7387170929dae4ba1934221ab734 Mon Sep 17 00:00:00 2001 From: ekatef Date: Sat, 9 Sep 2023 19:23:55 +0300 Subject: [PATCH 119/608] Fix a typo in the execution call --- doc/tutorial_sector.rst | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/tutorial_sector.rst b/doc/tutorial_sector.rst index faa8adca..53a60353 100644 --- a/doc/tutorial_sector.rst +++ b/doc/tutorial_sector.rst @@ -59,7 +59,7 @@ To run an overnight / greenfiled scenario with the specifications above, run .. code:: bash - snakemake -call --configfile config/test/config.overnight.yaml all + snakemake -call all --configfile config/test/config.overnight.yaml which will result in the following *additional* jobs ``snakemake`` wants to run on top of those already included in the electricity-only tutorial: @@ -318,7 +318,7 @@ To run a myopic foresight scenario with the specifications above, run .. code:: bash - snakemake -call --configfile config/test/config.myopic.yaml all + snakemake -call all --configfile config/test/config.myopic.yaml which will result in the following *additional* jobs ``snakemake`` wants to run: From 823df52309d1a1a44bb449802c2fdbaee8cb0d95 Mon Sep 17 00:00:00 2001 From: virio-andreyana Date: Mon, 11 Sep 2023 22:51:31 +0200 Subject: [PATCH 120/608] add backward compatible config in wildcards --- config/config.default.yaml | 52 +++++++++++++ rules/build_electricity.smk | 4 + rules/build_sector.smk | 2 + scripts/_helpers.py | 14 ++++ scripts/prepare_network.py | 119 ++++++++++++++++++------------ scripts/prepare_sector_network.py | 103 ++++++++++++++++---------- 6 files changed, 204 insertions(+), 90 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index b162b75d..fcc74981 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -60,6 +60,14 @@ snapshots: end: "2014-01-01" inclusive: 'left' +snapshot_opts: + average_every_nhours: + enable: false + hour: 2 + time_segmentation: + enable: false + hour: 4380 + # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#enable enable: retrieve: auto @@ -73,6 +81,22 @@ enable: retrieve_natura_raster: true custom_busmap: false +enable_sector: + no_heat_district: false + land_transport: false + heating: false + waste_heat: false + biomass: false + biomass_transport: false + agriculture_machinery: false + industry: false + decentral: false + #wave_energy: false + #wave_energy_factor: + noH2network: false + carbon_budget: false + co2limit_sector: false + # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#co2-budget co2_budget: 2020: 0.701 @@ -83,10 +107,22 @@ co2_budget: 2045: 0.032 2050: 0.000 +co2_budget_opts: + from_descrete_value: + enable: true + from_beta_decay: + enable: false # TODO: move to own rule with sector-opts wildcard? + value: 1 + from_exp_decay: + enable: false + value: 1 + # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#electricity electricity: voltages: [220., 300., 380.] + gaslimit_enable: false gaslimit: false + co2limit_enable: false co2limit: 7.75e+7 co2base: 1.487e+9 agg_p_nom_limits: data/agg_p_nom_minmax.csv @@ -123,6 +159,17 @@ electricity: Onshore: [onwind] PV: [solar] + adjust_carrier: # This is the solar+c0.5 thing + enable: false + #solar: + # p_nom_max: + # capital_cost: + # marginal_cost: + + autarky: + enable: false + by_country: false + # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#atlite atlite: default_cutout: europe-2013-era5 @@ -573,6 +620,11 @@ costs: emission_prices: co2: 0. + enable: + emission_prices: false + monthly_prices: false + + # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#clustering clustering: simplify_network: diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index f9fdc3ac..6b9cde24 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -473,10 +473,14 @@ rule prepare_network: links=config["links"], lines=config["lines"], co2base=config["electricity"]["co2base"], + co2limit_enable=config["electricity"].get("co2limit_enable", False), co2limit=config["electricity"]["co2limit"], + gaslimit_enable=config["electricity"].get("gaslimit_enable", False), gaslimit=config["electricity"].get("gaslimit"), max_hours=config["electricity"]["max_hours"], costs=config["costs"], + snapshot_opts=config.get("snapshot_opts",{}), + autarky=config["electricity"].get("autarky",{}), input: RESOURCES + "networks/elec_s{simpl}_{clusters}_ec.nc", tech_costs=COSTS, diff --git a/rules/build_sector.smk b/rules/build_sector.smk index 10a5f821..9845ac13 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -705,6 +705,7 @@ rule build_transport_demand: rule prepare_sector_network: params: + enable_sector=config.get("enable_sector", {}), co2_budget=config["co2_budget"], conventional_carriers=config["existing_capacities"]["conventional_carriers"], foresight=config["foresight"], @@ -717,6 +718,7 @@ rule prepare_sector_network: countries=config["countries"], emissions_scope=config["energy"]["emissions"], eurostat_report_year=config["energy"]["eurostat_report_year"], + snapshot_opts=config.get("snapshot_opts",{}), RDIR=RDIR, input: **build_retro_cost_output, diff --git a/scripts/_helpers.py b/scripts/_helpers.py index fc7bc9e0..714bf33f 100644 --- a/scripts/_helpers.py +++ b/scripts/_helpers.py @@ -7,6 +7,7 @@ import contextlib import logging import os import urllib +import re from pathlib import Path import pandas as pd @@ -21,6 +22,19 @@ logger = logging.getLogger(__name__) REGION_COLS = ["geometry", "name", "x", "y", "country"] +def get_opt(opts, expr, flags=None): + """ + Return the first option matching the regular expression. + The regular expression is case-insensitive by default. + """ + if flags is None: + flags = re.IGNORECASE + for o in opts: + match = re.match(expr, o, flags=flags) + if match: + return match.group(0) + return None + # Define a context manager to temporarily mute print statements @contextlib.contextmanager def mute_print(): diff --git a/scripts/prepare_network.py b/scripts/prepare_network.py index a5a00a3c..c3fe74b1 100755 --- a/scripts/prepare_network.py +++ b/scripts/prepare_network.py @@ -63,7 +63,7 @@ import re import numpy as np import pandas as pd import pypsa -from _helpers import configure_logging +from _helpers import configure_logging, get_opt from add_electricity import load_costs, update_transmission_costs from pypsa.descriptors import expand_series @@ -71,6 +71,18 @@ idx = pd.IndexSlice logger = logging.getLogger(__name__) +def find_opt(opts, expr): + """ + Return if available the float after the expression. + """ + for o in opts: + if expr in o: + m = re.findall("[0-9]*\.?[0-9]+$", o) + if len(m) > 0: + return True, float(m[0]) + else: + return True, None + return False, None def add_co2limit(n, co2limit, Nyears=1.0): n.add( @@ -296,43 +308,47 @@ if __name__ == "__main__": ) set_line_s_max_pu(n, snakemake.params.lines["s_max_pu"]) + + # temporal averaging + nhours_opts_config = snakemake.params.snapshot_opts.get("average_every_nhours",{}) + nhours_enable_config = nhours_opts_config.get("enable",None) + nhours_config = str(nhours_opts_config.get("hour",None)) + "h" + nhours_wildcard = get_opt(opts, r"^\d+h$") + if nhours_wildcard is not None or (nhours_enable_config and nhours_config is not None): + nhours = nhours_wildcard or nhours_config + n = average_every_nhours(n, nhours) - for o in opts: - m = re.match(r"^\d+h$", o, re.IGNORECASE) - if m is not None: - n = average_every_nhours(n, m.group(0)) - break + # segments with package tsam + time_seg_opts_config = snakemake.params.snapshot_opts.get("time_segmentation",{}) + time_seg_enable_config = nhours_opts_config.get("enable",None) + time_seg_config = str(nhours_opts_config.get("hour",None)) + "seg" + time_seg_wildcard = get_opt(opts, r"^\d+seg$") + if time_seg_wildcard is not None or (time_seg_enable_config and time_seg_config is not None): + time_seg = time_seg_wildcard or time_seg_config + solver_name = snakemake.config["solving"]["solver"]["name"] + n = apply_time_segmentation(n, time_seg, solver_name) - for o in opts: - m = re.match(r"^\d+seg$", o, re.IGNORECASE) - if m is not None: - solver_name = snakemake.config["solving"]["solver"]["name"] - n = apply_time_segmentation(n, m.group(0)[:-3], solver_name) - break + Co2L_config = snakemake.params.co2limit_enable and isinstance(snakemake.params.co2limit,float) + Co2L_wildcard, co2limit_wildcard = find_opt(opts, "Co2L") + if Co2L_wildcard or Co2L_config: + if co2limit_wildcard is not None: # TODO: what if you wat to determine the factor through the wildcard? + co2limit = co2limit_wildcard * snakemake.params.co2base + add_co2limit(n, co2limit, Nyears) + logger.info("Setting CO2 limit according to wildcard value.") + else: + add_co2limit(n, snakemake.params.co2limit, Nyears) + logger.info("Setting CO2 limit according to config value.") - for o in opts: - if "Co2L" in o: - m = re.findall("[0-9]*\.?[0-9]+$", o) - if len(m) > 0: - co2limit = float(m[0]) * snakemake.params.co2base - add_co2limit(n, co2limit, Nyears) - logger.info("Setting CO2 limit according to wildcard value.") - else: - add_co2limit(n, snakemake.params.co2limit, Nyears) - logger.info("Setting CO2 limit according to config value.") - break - - for o in opts: - if "CH4L" in o: - m = re.findall("[0-9]*\.?[0-9]+$", o) - if len(m) > 0: - limit = float(m[0]) * 1e6 - add_gaslimit(n, limit, Nyears) - logger.info("Setting gas usage limit according to wildcard value.") - else: - add_gaslimit(n, snakemake.params.gaslimit, Nyears) - logger.info("Setting gas usage limit according to config value.") - break + CH4L_config = snakemake.params.gaslimit_enable and isinstance(snakemake.params.gaslimit,float) + CH4L_wildcard, gaslimit_wildcard = find_opt(opts, "CH4L") + if CH4L_wildcard or CH4L_config: + if gaslimit_wildcard is not None: # TODO: what if you wat to determine the factor through the wildcard? + gaslimit = gaslimit_wildcard * 1e6 + add_gaslimit(n, gaslimit, Nyears) + logger.info("Setting gas usage limit according to wildcard value.") + else: + add_gaslimit(n, snakemake.params.gaslimit, Nyears) + logger.info("Setting gas usage limit according to config value.") for o in opts: if "+" not in o: @@ -353,21 +369,24 @@ if __name__ == "__main__": sel = c.df.carrier.str.contains(carrier) c.df.loc[sel, attr] *= factor + Ept_config = snakemake.params.costs.get("enable",{}).get("monthly_prices", False) for o in opts: - if "Ept" in o: + if "Ept" in o or Ept_config: logger.info( "Setting time dependent emission prices according spot market price" ) add_dynamic_emission_prices(n) - elif "Ep" in o: - m = re.findall("[0-9]*\.?[0-9]+$", o) - if len(m) > 0: - logger.info("Setting emission prices according to wildcard value.") - add_emission_prices(n, dict(co2=float(m[0]))) - else: - logger.info("Setting emission prices according to config value.") - add_emission_prices(n, snakemake.params.costs["emission_prices"]) - break + Ept_config = True + + Ep_config = snakemake.params.costs.get("enable",{}).get("emission_prices", False) + Ep_wildcard, co2_wildcard = find_opt(opts, "Ep") + if (Ep_wildcard or Ep_config) and not Ept_config: + if co2_wildcard is not None: + logger.info("Setting emission prices according to wildcard value.") + add_emission_prices(n, dict(co2=co2_wildcard)) + else: + logger.info("Setting emission prices according to config value.") + add_emission_prices(n, snakemake.params.costs["emission_prices"]) ll_type, factor = snakemake.wildcards.ll[0], snakemake.wildcards.ll[1:] set_transmission_limit(n, ll_type, factor, costs, Nyears) @@ -380,10 +399,12 @@ if __name__ == "__main__": p_nom_max_ext=snakemake.params.links.get("max_extension", np.inf), ) - if "ATK" in opts: - enforce_autarky(n) - elif "ATKc" in opts: - enforce_autarky(n, only_crossborder=True) + autarky_config = snakemake.params.autarky + if "ATK" in opts or autarky_config.get("enable", False): + only_crossborder = False + if "ATKc" in opts or autarky_config.get("by_country", False): + only_crossborder = True + enforce_autarky(n, only_crossborder=only_crossborder) n.meta = dict(snakemake.config, **dict(wildcards=dict(snakemake.wildcards))) n.export_to_netcdf(snakemake.output[0]) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 11406bff..af666f5d 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -17,7 +17,7 @@ import numpy as np import pandas as pd import pypsa import xarray as xr -from _helpers import generate_periodic_profiles, update_config_with_sector_opts +from _helpers import generate_periodic_profiles, update_config_with_sector_opts, get_opt from add_electricity import calculate_annuity, sanitize_carriers from build_energy_totals import build_co2_totals, build_eea_co2, build_eurostat_co2 from networkx.algorithms import complement @@ -161,11 +161,11 @@ spatial = SimpleNamespace() def emission_sectors_from_opts(opts): sectors = ["electricity"] - if "T" in opts: + if "T" in opts or opts_config.get("land_transport",False): sectors += ["rail non-elec", "road non-elec"] - if "H" in opts: + if "H" in opts or opts_config.get("heating",False): sectors += ["residential non-elec", "services non-elec"] - if "I" in opts: + if "I" in opts or opts_config.get("industry",False): sectors += [ "industrial non-elec", "industrial processes", @@ -174,7 +174,10 @@ def emission_sectors_from_opts(opts): "domestic navigation", "international navigation", ] - if "A" in opts: + + heat_and_industry = opts_config.get("industry",False) and opts_config.get("heating",False) + + if ("I" in opts and "H" in opts and"A" in opts) or (heat_and_industry and opts_config.get("agriculture_machinery",False)): sectors += ["agriculture"] return sectors @@ -3256,27 +3259,39 @@ def set_temporal_aggregation(n, opts, solver_name): """ Aggregate network temporally. """ - for o in opts: - # temporal averaging - m = re.match(r"^\d+h$", o, re.IGNORECASE) - if m is not None: - n = average_every_nhours(n, m.group(0)) - break - # representative snapshots - m = re.match(r"(^\d+)sn$", o, re.IGNORECASE) - if m is not None: - sn = int(m[1]) - logger.info(f"Use every {sn} snapshot as representative") - n.set_snapshots(n.snapshots[::sn]) - n.snapshot_weightings *= sn - break - # segments with package tsam - m = re.match(r"^(\d+)seg$", o, re.IGNORECASE) - if m is not None: - segments = int(m[1]) - logger.info(f"Use temporal segmentation with {segments} segments") - n = apply_time_segmentation(n, segments, solver_name=solver_name) - break + # temporal averaging + nhours_opts_config = snakemake.params.snapshot_opts.get("average_every_nhours",{}) + nhours_enable_config = nhours_opts_config.get("enable",None) + nhours_config = str(nhours_opts_config.get("hour",None)) + "H" + nhours_wildcard = get_opt(opts, r"^\d+h$") + if nhours_wildcard is not None or (nhours_enable_config and nhours_config is not None): + nhours = nhours_wildcard or nhours_config + n = average_every_nhours(n, nhours) + return n + + # representative snapshots + snapshots_opts_config = snakemake.params.snapshot_opts.get("set_snapshots",{}) + snapshots_enable_config = snapshots_opts_config.get("enable",None) + snapshots_config = snapshots_opts_config.get("hour",None) + snapshots_wildcard = get_opt(opts, r"(^\d+)sn$") + if snapshots_wildcard is not None or (snapshots_enable_config and snapshots_config is not None): + sn = int(snapshots_wildcard[:-2]) or snapshots_config + logger.info(f"Use every {sn} snapshot as representative") + n.set_snapshots(n.snapshots[::sn]) + n.snapshot_weightings *= sn + return n + + # segments with package tsam + time_seg_opts_config = snakemake.params.snapshot_opts.get("time_segmentation",{}) + time_seg_enable_config = nhours_opts_config.get("enable",None) + time_seg_config = nhours_opts_config.get("hour",None) + time_seg_wildcard = get_opt(opts, r"^(\d+)seg$") + if time_seg_wildcard is not None or (time_seg_enable_config and time_seg_config is not None): + segments = int(time_seg_wildcard[:-3]) or time_seg_config + logger.info(f"Use temporal segmentation with {segments} segments") + n = apply_time_segmentation(n, segments, solver_name=solver_name) + return n + return n @@ -3303,6 +3318,10 @@ if __name__ == "__main__": opts = snakemake.wildcards.sector_opts.split("-") + opts_config = snakemake.params.enable_sector + + heat_and_industry = opts_config.get("industry",False) and opts_config.get("heating",False) + investment_year = int(snakemake.wildcards.planning_horizons[-4:]) n = pypsa.Network(snakemake.input.network) @@ -3340,51 +3359,53 @@ if __name__ == "__main__": # TODO merge with opts cost adjustment below for o in opts: - if o[:4] == "wave": + if o[:4] == "wave": # TODO: add config wildcard options or depreciated? wave_cost_factor = float(o[4:].replace("p", ".").replace("m", "-")) logger.info( f"Including wave generators with cost factor of {wave_cost_factor}" ) add_wave(n, wave_cost_factor) - if o[:4] == "dist": + if o[:4] == "dist": # TODO: add config wildcard options options["electricity_distribution_grid"] = True options["electricity_distribution_grid_cost_factor"] = float( o[4:].replace("p", ".").replace("m", "-") ) - if o == "biomasstransport": + for o in opts: + if o == "biomasstransport" or opts_config.get("biomass_transport",False): options["biomass_transport"] = True + break - if "nodistrict" in opts: + if "nodistrict" in opts or opts_config.get("no_heat_district",False): options["district_heating"]["progress"] = 0.0 - if "T" in opts: + if "T" in opts or opts_config.get("land_transport",False): add_land_transport(n, costs) - if "H" in opts: + if "H" in opts or opts_config.get("heating",False): add_heat(n, costs) - if "B" in opts: + if "B" in opts or opts_config.get("biomass",False): add_biomass(n, costs) if options["ammonia"]: add_ammonia(n, costs) - if "I" in opts: + if "I" in opts or opts_config.get("industry",False): add_industry(n, costs) - if "I" in opts and "H" in opts: + if ("I" in opts and "H" in opts) or (heat_and_industry and opts_config.get("waste_heat",False)): add_waste_heat(n) - if "A" in opts: # requires H and I + if ("I" in opts and "H" in opts and"A" in opts) or (heat_and_industry and opts_config.get("agriculture_machinery",False)): # requires H and I add_agriculture(n, costs) if options["dac"]: add_dac(n, costs) - if "decentral" in opts: + if "decentral" in opts or opts_config.get("decentral",False): decentral(n) - if "noH2network" in opts: + if "noH2network" in opts or opts_config.get("noH2network",False): remove_h2_network(n) if options["co2network"]: @@ -3399,7 +3420,7 @@ if __name__ == "__main__": limit_type = "config" limit = get(snakemake.params.co2_budget, investment_year) for o in opts: - if "cb" not in o: + if "cb" not in o or opts_config.get("carbon_budget",False) is False: continue limit_type = "carbon budget" fn = "results/" + snakemake.params.RDIR + "csvs/carbon_budget_distribution.csv" @@ -3419,7 +3440,7 @@ if __name__ == "__main__": limit = co2_cap.loc[investment_year] break for o in opts: - if "Co2L" not in o: + if "Co2L" not in o or opts_config.get("co2limit_sector",False) is False: continue limit_type = "wildcard" limit = o[o.find("Co2L") + 4 :] @@ -3428,7 +3449,7 @@ if __name__ == "__main__": logger.info(f"Add CO2 limit from {limit_type}") add_co2limit(n, nyears, limit) - for o in opts: + for o in opts: # TODO: add config wildcard options or depreciated? if not o[:10] == "linemaxext": continue maxext = float(o[10:]) * 1e3 From 3eed3410448c93426af03e2fce23aaa7db986e73 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 11 Sep 2023 21:03:58 +0000 Subject: [PATCH 121/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/build_electricity.smk | 4 +- rules/build_sector.smk | 2 +- scripts/_helpers.py | 4 +- scripts/prepare_network.py | 50 +++++++++++------- scripts/prepare_sector_network.py | 84 ++++++++++++++++++------------- 5 files changed, 88 insertions(+), 56 deletions(-) diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index 6b9cde24..b15796c9 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -479,8 +479,8 @@ rule prepare_network: gaslimit=config["electricity"].get("gaslimit"), max_hours=config["electricity"]["max_hours"], costs=config["costs"], - snapshot_opts=config.get("snapshot_opts",{}), - autarky=config["electricity"].get("autarky",{}), + snapshot_opts=config.get("snapshot_opts", {}), + autarky=config["electricity"].get("autarky", {}), input: RESOURCES + "networks/elec_s{simpl}_{clusters}_ec.nc", tech_costs=COSTS, diff --git a/rules/build_sector.smk b/rules/build_sector.smk index 9845ac13..1bee1ed0 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -718,7 +718,7 @@ rule prepare_sector_network: countries=config["countries"], emissions_scope=config["energy"]["emissions"], eurostat_report_year=config["energy"]["eurostat_report_year"], - snapshot_opts=config.get("snapshot_opts",{}), + snapshot_opts=config.get("snapshot_opts", {}), RDIR=RDIR, input: **build_retro_cost_output, diff --git a/scripts/_helpers.py b/scripts/_helpers.py index 714bf33f..01349e08 100644 --- a/scripts/_helpers.py +++ b/scripts/_helpers.py @@ -6,8 +6,8 @@ import contextlib import logging import os -import urllib import re +import urllib from pathlib import Path import pandas as pd @@ -25,6 +25,7 @@ REGION_COLS = ["geometry", "name", "x", "y", "country"] def get_opt(opts, expr, flags=None): """ Return the first option matching the regular expression. + The regular expression is case-insensitive by default. """ if flags is None: @@ -35,6 +36,7 @@ def get_opt(opts, expr, flags=None): return match.group(0) return None + # Define a context manager to temporarily mute print statements @contextlib.contextmanager def mute_print(): diff --git a/scripts/prepare_network.py b/scripts/prepare_network.py index c3fe74b1..2a2d73f8 100755 --- a/scripts/prepare_network.py +++ b/scripts/prepare_network.py @@ -71,6 +71,7 @@ idx = pd.IndexSlice logger = logging.getLogger(__name__) + def find_opt(opts, expr): """ Return if available the float after the expression. @@ -84,6 +85,7 @@ def find_opt(opts, expr): return True, None return False, None + def add_co2limit(n, co2limit, Nyears=1.0): n.add( "GlobalConstraint", @@ -308,45 +310,57 @@ if __name__ == "__main__": ) set_line_s_max_pu(n, snakemake.params.lines["s_max_pu"]) - + # temporal averaging - nhours_opts_config = snakemake.params.snapshot_opts.get("average_every_nhours",{}) - nhours_enable_config = nhours_opts_config.get("enable",None) - nhours_config = str(nhours_opts_config.get("hour",None)) + "h" + nhours_opts_config = snakemake.params.snapshot_opts.get("average_every_nhours", {}) + nhours_enable_config = nhours_opts_config.get("enable", None) + nhours_config = str(nhours_opts_config.get("hour", None)) + "h" nhours_wildcard = get_opt(opts, r"^\d+h$") - if nhours_wildcard is not None or (nhours_enable_config and nhours_config is not None): + if nhours_wildcard is not None or ( + nhours_enable_config and nhours_config is not None + ): nhours = nhours_wildcard or nhours_config n = average_every_nhours(n, nhours) # segments with package tsam - time_seg_opts_config = snakemake.params.snapshot_opts.get("time_segmentation",{}) - time_seg_enable_config = nhours_opts_config.get("enable",None) - time_seg_config = str(nhours_opts_config.get("hour",None)) + "seg" + time_seg_opts_config = snakemake.params.snapshot_opts.get("time_segmentation", {}) + time_seg_enable_config = nhours_opts_config.get("enable", None) + time_seg_config = str(nhours_opts_config.get("hour", None)) + "seg" time_seg_wildcard = get_opt(opts, r"^\d+seg$") - if time_seg_wildcard is not None or (time_seg_enable_config and time_seg_config is not None): + if time_seg_wildcard is not None or ( + time_seg_enable_config and time_seg_config is not None + ): time_seg = time_seg_wildcard or time_seg_config solver_name = snakemake.config["solving"]["solver"]["name"] n = apply_time_segmentation(n, time_seg, solver_name) - Co2L_config = snakemake.params.co2limit_enable and isinstance(snakemake.params.co2limit,float) + Co2L_config = snakemake.params.co2limit_enable and isinstance( + snakemake.params.co2limit, float + ) Co2L_wildcard, co2limit_wildcard = find_opt(opts, "Co2L") if Co2L_wildcard or Co2L_config: - if co2limit_wildcard is not None: # TODO: what if you wat to determine the factor through the wildcard? + if ( + co2limit_wildcard is not None + ): # TODO: what if you wat to determine the factor through the wildcard? co2limit = co2limit_wildcard * snakemake.params.co2base add_co2limit(n, co2limit, Nyears) logger.info("Setting CO2 limit according to wildcard value.") - else: + else: add_co2limit(n, snakemake.params.co2limit, Nyears) logger.info("Setting CO2 limit according to config value.") - CH4L_config = snakemake.params.gaslimit_enable and isinstance(snakemake.params.gaslimit,float) + CH4L_config = snakemake.params.gaslimit_enable and isinstance( + snakemake.params.gaslimit, float + ) CH4L_wildcard, gaslimit_wildcard = find_opt(opts, "CH4L") if CH4L_wildcard or CH4L_config: - if gaslimit_wildcard is not None: # TODO: what if you wat to determine the factor through the wildcard? + if ( + gaslimit_wildcard is not None + ): # TODO: what if you wat to determine the factor through the wildcard? gaslimit = gaslimit_wildcard * 1e6 add_gaslimit(n, gaslimit, Nyears) logger.info("Setting gas usage limit according to wildcard value.") - else: + else: add_gaslimit(n, snakemake.params.gaslimit, Nyears) logger.info("Setting gas usage limit according to config value.") @@ -369,7 +383,7 @@ if __name__ == "__main__": sel = c.df.carrier.str.contains(carrier) c.df.loc[sel, attr] *= factor - Ept_config = snakemake.params.costs.get("enable",{}).get("monthly_prices", False) + Ept_config = snakemake.params.costs.get("enable", {}).get("monthly_prices", False) for o in opts: if "Ept" in o or Ept_config: logger.info( @@ -378,13 +392,13 @@ if __name__ == "__main__": add_dynamic_emission_prices(n) Ept_config = True - Ep_config = snakemake.params.costs.get("enable",{}).get("emission_prices", False) + Ep_config = snakemake.params.costs.get("enable", {}).get("emission_prices", False) Ep_wildcard, co2_wildcard = find_opt(opts, "Ep") if (Ep_wildcard or Ep_config) and not Ept_config: if co2_wildcard is not None: logger.info("Setting emission prices according to wildcard value.") add_emission_prices(n, dict(co2=co2_wildcard)) - else: + else: logger.info("Setting emission prices according to config value.") add_emission_prices(n, snakemake.params.costs["emission_prices"]) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index af666f5d..a2ffc3da 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -17,7 +17,7 @@ import numpy as np import pandas as pd import pypsa import xarray as xr -from _helpers import generate_periodic_profiles, update_config_with_sector_opts, get_opt +from _helpers import generate_periodic_profiles, get_opt, update_config_with_sector_opts from add_electricity import calculate_annuity, sanitize_carriers from build_energy_totals import build_co2_totals, build_eea_co2, build_eurostat_co2 from networkx.algorithms import complement @@ -161,11 +161,11 @@ spatial = SimpleNamespace() def emission_sectors_from_opts(opts): sectors = ["electricity"] - if "T" in opts or opts_config.get("land_transport",False): + if "T" in opts or opts_config.get("land_transport", False): sectors += ["rail non-elec", "road non-elec"] - if "H" in opts or opts_config.get("heating",False): + if "H" in opts or opts_config.get("heating", False): sectors += ["residential non-elec", "services non-elec"] - if "I" in opts or opts_config.get("industry",False): + if "I" in opts or opts_config.get("industry", False): sectors += [ "industrial non-elec", "industrial processes", @@ -175,9 +175,13 @@ def emission_sectors_from_opts(opts): "international navigation", ] - heat_and_industry = opts_config.get("industry",False) and opts_config.get("heating",False) + heat_and_industry = opts_config.get("industry", False) and opts_config.get( + "heating", False + ) - if ("I" in opts and "H" in opts and"A" in opts) or (heat_and_industry and opts_config.get("agriculture_machinery",False)): + if ("I" in opts and "H" in opts and "A" in opts) or ( + heat_and_industry and opts_config.get("agriculture_machinery", False) + ): sectors += ["agriculture"] return sectors @@ -3260,21 +3264,25 @@ def set_temporal_aggregation(n, opts, solver_name): Aggregate network temporally. """ # temporal averaging - nhours_opts_config = snakemake.params.snapshot_opts.get("average_every_nhours",{}) - nhours_enable_config = nhours_opts_config.get("enable",None) - nhours_config = str(nhours_opts_config.get("hour",None)) + "H" + nhours_opts_config = snakemake.params.snapshot_opts.get("average_every_nhours", {}) + nhours_enable_config = nhours_opts_config.get("enable", None) + nhours_config = str(nhours_opts_config.get("hour", None)) + "H" nhours_wildcard = get_opt(opts, r"^\d+h$") - if nhours_wildcard is not None or (nhours_enable_config and nhours_config is not None): + if nhours_wildcard is not None or ( + nhours_enable_config and nhours_config is not None + ): nhours = nhours_wildcard or nhours_config n = average_every_nhours(n, nhours) return n # representative snapshots - snapshots_opts_config = snakemake.params.snapshot_opts.get("set_snapshots",{}) - snapshots_enable_config = snapshots_opts_config.get("enable",None) - snapshots_config = snapshots_opts_config.get("hour",None) + snapshots_opts_config = snakemake.params.snapshot_opts.get("set_snapshots", {}) + snapshots_enable_config = snapshots_opts_config.get("enable", None) + snapshots_config = snapshots_opts_config.get("hour", None) snapshots_wildcard = get_opt(opts, r"(^\d+)sn$") - if snapshots_wildcard is not None or (snapshots_enable_config and snapshots_config is not None): + if snapshots_wildcard is not None or ( + snapshots_enable_config and snapshots_config is not None + ): sn = int(snapshots_wildcard[:-2]) or snapshots_config logger.info(f"Use every {sn} snapshot as representative") n.set_snapshots(n.snapshots[::sn]) @@ -3282,11 +3290,13 @@ def set_temporal_aggregation(n, opts, solver_name): return n # segments with package tsam - time_seg_opts_config = snakemake.params.snapshot_opts.get("time_segmentation",{}) - time_seg_enable_config = nhours_opts_config.get("enable",None) - time_seg_config = nhours_opts_config.get("hour",None) + time_seg_opts_config = snakemake.params.snapshot_opts.get("time_segmentation", {}) + time_seg_enable_config = nhours_opts_config.get("enable", None) + time_seg_config = nhours_opts_config.get("hour", None) time_seg_wildcard = get_opt(opts, r"^(\d+)seg$") - if time_seg_wildcard is not None or (time_seg_enable_config and time_seg_config is not None): + if time_seg_wildcard is not None or ( + time_seg_enable_config and time_seg_config is not None + ): segments = int(time_seg_wildcard[:-3]) or time_seg_config logger.info(f"Use temporal segmentation with {segments} segments") n = apply_time_segmentation(n, segments, solver_name=solver_name) @@ -3320,7 +3330,9 @@ if __name__ == "__main__": opts_config = snakemake.params.enable_sector - heat_and_industry = opts_config.get("industry",False) and opts_config.get("heating",False) + heat_and_industry = opts_config.get("industry", False) and opts_config.get( + "heating", False + ) investment_year = int(snakemake.wildcards.planning_horizons[-4:]) @@ -3359,53 +3371,57 @@ if __name__ == "__main__": # TODO merge with opts cost adjustment below for o in opts: - if o[:4] == "wave": # TODO: add config wildcard options or depreciated? + if o[:4] == "wave": # TODO: add config wildcard options or depreciated? wave_cost_factor = float(o[4:].replace("p", ".").replace("m", "-")) logger.info( f"Including wave generators with cost factor of {wave_cost_factor}" ) add_wave(n, wave_cost_factor) - if o[:4] == "dist": # TODO: add config wildcard options + if o[:4] == "dist": # TODO: add config wildcard options options["electricity_distribution_grid"] = True options["electricity_distribution_grid_cost_factor"] = float( o[4:].replace("p", ".").replace("m", "-") ) for o in opts: - if o == "biomasstransport" or opts_config.get("biomass_transport",False): + if o == "biomasstransport" or opts_config.get("biomass_transport", False): options["biomass_transport"] = True break - if "nodistrict" in opts or opts_config.get("no_heat_district",False): + if "nodistrict" in opts or opts_config.get("no_heat_district", False): options["district_heating"]["progress"] = 0.0 - if "T" in opts or opts_config.get("land_transport",False): + if "T" in opts or opts_config.get("land_transport", False): add_land_transport(n, costs) - if "H" in opts or opts_config.get("heating",False): + if "H" in opts or opts_config.get("heating", False): add_heat(n, costs) - if "B" in opts or opts_config.get("biomass",False): + if "B" in opts or opts_config.get("biomass", False): add_biomass(n, costs) if options["ammonia"]: add_ammonia(n, costs) - if "I" in opts or opts_config.get("industry",False): + if "I" in opts or opts_config.get("industry", False): add_industry(n, costs) - if ("I" in opts and "H" in opts) or (heat_and_industry and opts_config.get("waste_heat",False)): + if ("I" in opts and "H" in opts) or ( + heat_and_industry and opts_config.get("waste_heat", False) + ): add_waste_heat(n) - if ("I" in opts and "H" in opts and"A" in opts) or (heat_and_industry and opts_config.get("agriculture_machinery",False)): # requires H and I + if ("I" in opts and "H" in opts and "A" in opts) or ( + heat_and_industry and opts_config.get("agriculture_machinery", False) + ): # requires H and I add_agriculture(n, costs) if options["dac"]: add_dac(n, costs) - if "decentral" in opts or opts_config.get("decentral",False): + if "decentral" in opts or opts_config.get("decentral", False): decentral(n) - if "noH2network" in opts or opts_config.get("noH2network",False): + if "noH2network" in opts or opts_config.get("noH2network", False): remove_h2_network(n) if options["co2network"]: @@ -3420,7 +3436,7 @@ if __name__ == "__main__": limit_type = "config" limit = get(snakemake.params.co2_budget, investment_year) for o in opts: - if "cb" not in o or opts_config.get("carbon_budget",False) is False: + if "cb" not in o or opts_config.get("carbon_budget", False) is False: continue limit_type = "carbon budget" fn = "results/" + snakemake.params.RDIR + "csvs/carbon_budget_distribution.csv" @@ -3440,7 +3456,7 @@ if __name__ == "__main__": limit = co2_cap.loc[investment_year] break for o in opts: - if "Co2L" not in o or opts_config.get("co2limit_sector",False) is False: + if "Co2L" not in o or opts_config.get("co2limit_sector", False) is False: continue limit_type = "wildcard" limit = o[o.find("Co2L") + 4 :] @@ -3449,7 +3465,7 @@ if __name__ == "__main__": logger.info(f"Add CO2 limit from {limit_type}") add_co2limit(n, nyears, limit) - for o in opts: # TODO: add config wildcard options or depreciated? + for o in opts: # TODO: add config wildcard options or depreciated? if not o[:10] == "linemaxext": continue maxext = float(o[10:]) * 1e3 From f4b2fd3281dbe415f35bc01273e32741d646ff98 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 12 Sep 2023 00:28:50 +0000 Subject: [PATCH 122/608] [pre-commit.ci] pre-commit autoupdate MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit updates: - [github.com/psf/black: 23.7.0 → 23.9.1](https://github.com/psf/black/compare/23.7.0...23.9.1) --- .pre-commit-config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 006673b9..42ade435 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -51,7 +51,7 @@ repos: # Formatting with "black" coding style - repo: https://github.com/psf/black - rev: 23.7.0 + rev: 23.9.1 hooks: # Format Python files - id: black From cc162a9e028fb7a2bac5289e27b90ab57e46f10b Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 31 Jul 2023 17:09:59 +0200 Subject: [PATCH 123/608] option for losses on bidirectional links via link splitting --- config/config.default.yaml | 5 ++++ scripts/prepare_sector_network.py | 40 +++++++++++++++++++++++++++++++ scripts/solve_network.py | 22 +++++++++++++++++ 3 files changed, 67 insertions(+) diff --git a/config/config.default.yaml b/config/config.default.yaml index b162b75d..4413b8f5 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -478,6 +478,11 @@ sector: electricity_distribution_grid: true electricity_distribution_grid_cost_factor: 1.0 electricity_grid_connection: true + transmission_losses: + # per 1000 km + DC: 0 + H2 pipeline: 0 + gas pipeline: 0 H2_network: true gas_network: false H2_retrofit: false diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 11406bff..8719c281 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3280,6 +3280,34 @@ def set_temporal_aggregation(n, opts, solver_name): return n +def lossy_bidirectional_links(n, carrier, losses_per_thousand_km=0.0): + "Split bidirectional links into two unidirectional links to include transmission losses." + + carrier_i = n.links.query("carrier == @carrier").index + + if not losses_per_thousand_km or carrier_i.empty: + return + + logger.info( + f"Specified losses for {carrier} transmission. Splitting bidirectional links." + ) + + carrier_i = n.links.query("carrier == @carrier").index + n.links.loc[carrier_i, "p_min_pu"] = 0 + n.links["reversed"] = False + n.links.loc[carrier_i, "efficiency"] = ( + 1 - n.links.loc[carrier_i, "length"] * losses_per_thousand_km / 1e3 + ) + rev_links = ( + n.links.loc[carrier_i].copy().rename({"bus0": "bus1", "bus1": "bus0"}, axis=1) + ) + rev_links.capital_cost = 0 + rev_links.reversed = True + rev_links.index = rev_links.index.map(lambda x: x + "-reversed") + + n.links = pd.concat([n.links, rev_links], sort=False) + + if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake @@ -3446,6 +3474,18 @@ if __name__ == "__main__": if options["electricity_grid_connection"]: add_electricity_grid_connection(n, costs) + for k, v in options["transmission_losses"].items(): + lossy_bidirectional_links(n, k, v) + + # Workaround: Remove lines with conflicting (and unrealistic) properties + # cf. https://github.com/PyPSA/pypsa-eur/issues/444 + if snakemake.config["solving"]["options"]["transmission_losses"]: + idx = n.lines.query("num_parallel == 0").index + logger.info( + f"Removing {len(idx)} line(s) with properties conflicting with transmission losses functionality." + ) + n.mremove("Line", idx) + first_year_myopic = (snakemake.params.foresight == "myopic") and ( snakemake.params.planning_horizons[0] == investment_year ) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 836544b4..a68ca074 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -494,6 +494,27 @@ def add_battery_constraints(n): n.model.add_constraints(lhs == 0, name="Link-charger_ratio") +def add_lossy_bidirectional_link_constraints(n): + if not n.links.p_nom_extendable.any() or not "reversed" in n.links.columns: + return + + carriers = n.links.loc[n.links.reversed, "carrier"].unique() + + backward_i = n.links.query( + "carrier in @carriers and reversed and p_nom_extendable" + ).index + forward_i = n.links.query( + "carrier in @carriers and ~reversed and p_nom_extendable" + ).index + + assert len(forward_i) == len(backward_i) + + lhs = n.model["Link-p_nom"].loc[backward_i] + rhs = n.model["Link-p_nom"].loc[forward_i] + + n.model.add_constraints(lhs == rhs, name="Link-bidirectional_sync") + + def add_chp_constraints(n): electric = ( n.links.index.str.contains("urban central") @@ -593,6 +614,7 @@ def extra_functionality(n, snapshots): if "EQ" in o: add_EQ_constraints(n, o) add_battery_constraints(n) + add_lossy_bidirectional_link_constraints(n) add_pipe_retrofit_constraint(n) From e4eff27e508406055284ba77f4727df7e2dcbc6c Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 3 Aug 2023 13:09:12 +0200 Subject: [PATCH 124/608] fix capacity synchronisation between forward and backward lossy links --- scripts/prepare_sector_network.py | 4 ++-- scripts/solve_network.py | 6 +----- 2 files changed, 3 insertions(+), 7 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 8719c281..b8eb8bc1 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3294,7 +3294,6 @@ def lossy_bidirectional_links(n, carrier, losses_per_thousand_km=0.0): carrier_i = n.links.query("carrier == @carrier").index n.links.loc[carrier_i, "p_min_pu"] = 0 - n.links["reversed"] = False n.links.loc[carrier_i, "efficiency"] = ( 1 - n.links.loc[carrier_i, "length"] * losses_per_thousand_km / 1e3 ) @@ -3302,10 +3301,11 @@ def lossy_bidirectional_links(n, carrier, losses_per_thousand_km=0.0): n.links.loc[carrier_i].copy().rename({"bus0": "bus1", "bus1": "bus0"}, axis=1) ) rev_links.capital_cost = 0 - rev_links.reversed = True + rev_links["reversed"] = True rev_links.index = rev_links.index.map(lambda x: x + "-reversed") n.links = pd.concat([n.links, rev_links], sort=False) + n.links["reversed"] = n.links["reversed"].fillna(False) if __name__ == "__main__": diff --git a/scripts/solve_network.py b/scripts/solve_network.py index a68ca074..5e8c0356 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -500,14 +500,10 @@ def add_lossy_bidirectional_link_constraints(n): carriers = n.links.loc[n.links.reversed, "carrier"].unique() - backward_i = n.links.query( - "carrier in @carriers and reversed and p_nom_extendable" - ).index forward_i = n.links.query( "carrier in @carriers and ~reversed and p_nom_extendable" ).index - - assert len(forward_i) == len(backward_i) + backward_i = forward_i + "-reversed" lhs = n.model["Link-p_nom"].loc[backward_i] rhs = n.model["Link-p_nom"].loc[forward_i] From d7cb13246b807e7907c49ad1214559be92d2f363 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 7 Aug 2023 14:31:19 +0200 Subject: [PATCH 125/608] link losses: exponential rather than linear model --- config/config.default.yaml | 13 ++++++++----- scripts/prepare_sector_network.py | 15 ++++++++++----- 2 files changed, 18 insertions(+), 10 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 4413b8f5..1b0a2260 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -478,11 +478,14 @@ sector: electricity_distribution_grid: true electricity_distribution_grid_cost_factor: 1.0 electricity_grid_connection: true - transmission_losses: - # per 1000 km - DC: 0 - H2 pipeline: 0 - gas pipeline: 0 + transmission_efficiency: + DC: + efficiency_static: 0.98 + efficiency_per_1000km: 0.977 + H2 pipeline: + efficiency_per_1000km: 0.979 + gas pipeline: + efficiency_per_1000km: 0.977 H2_network: true gas_network: false H2_retrofit: false diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index b8eb8bc1..48f5f41f 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3280,22 +3280,27 @@ def set_temporal_aggregation(n, opts, solver_name): return n -def lossy_bidirectional_links(n, carrier, losses_per_thousand_km=0.0): +def lossy_bidirectional_links(n, carrier, efficiencies={}): "Split bidirectional links into two unidirectional links to include transmission losses." carrier_i = n.links.query("carrier == @carrier").index - if not losses_per_thousand_km or carrier_i.empty: + if not any(v != 1. for v in efficiencies.values()) or carrier_i.empty: return + efficiency_static = efficiencies.get("efficiency_static", 1) + efficiency_per_1000km = efficiencies.get("efficiency_per_1000km", 1) + logger.info( - f"Specified losses for {carrier} transmission. Splitting bidirectional links." + f"Specified losses for {carrier} transmission" + f"(static: {efficiency_static}, per 1000km: {efficiency_per_1000km})." + "Splitting bidirectional links." ) carrier_i = n.links.query("carrier == @carrier").index n.links.loc[carrier_i, "p_min_pu"] = 0 n.links.loc[carrier_i, "efficiency"] = ( - 1 - n.links.loc[carrier_i, "length"] * losses_per_thousand_km / 1e3 + efficiency_static * efficiency_per_1000km ** (n.links.loc[carrier_i, "length"] / 1e3) ) rev_links = ( n.links.loc[carrier_i].copy().rename({"bus0": "bus1", "bus1": "bus0"}, axis=1) @@ -3474,7 +3479,7 @@ if __name__ == "__main__": if options["electricity_grid_connection"]: add_electricity_grid_connection(n, costs) - for k, v in options["transmission_losses"].items(): + for k, v in options["transmission_efficiency"].items(): lossy_bidirectional_links(n, k, v) # Workaround: Remove lines with conflicting (and unrealistic) properties From 118cabe8a60b238ef11aafc980a406011ea9f0fb Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 8 Aug 2023 17:56:22 +0200 Subject: [PATCH 126/608] add option to consider compression losses in pipelines as electricity demand --- config/config.default.yaml | 6 ++++-- scripts/prepare_sector_network.py | 11 ++++++++++- 2 files changed, 14 insertions(+), 3 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 1b0a2260..81a26a0b 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -483,9 +483,11 @@ sector: efficiency_static: 0.98 efficiency_per_1000km: 0.977 H2 pipeline: - efficiency_per_1000km: 0.979 + efficiency_per_1000km: 1 # 0.979 + compression_per_1000km: 0.019 gas pipeline: - efficiency_per_1000km: 0.977 + efficiency_per_1000km: 1 #0.977 + compression_per_1000km: 0.01 H2_network: true gas_network: false H2_retrofit: false diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 48f5f41f..7b58329c 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3285,11 +3285,16 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): carrier_i = n.links.query("carrier == @carrier").index +<<<<<<< HEAD if not any(v != 1. for v in efficiencies.values()) or carrier_i.empty: +======= + if not any((v != 1.0) or (v >= 0) for v in efficiencies.values()) or carrier_i.empty: +>>>>>>> 5822adb0 (add option to consider compression losses in pipelines as electricity demand) return efficiency_static = efficiencies.get("efficiency_static", 1) efficiency_per_1000km = efficiencies.get("efficiency_per_1000km", 1) + compression_per_1000km = efficiencies.get("compression_per_1000km", 0) logger.info( f"Specified losses for {carrier} transmission" @@ -3297,7 +3302,6 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): "Splitting bidirectional links." ) - carrier_i = n.links.query("carrier == @carrier").index n.links.loc[carrier_i, "p_min_pu"] = 0 n.links.loc[carrier_i, "efficiency"] = ( efficiency_static * efficiency_per_1000km ** (n.links.loc[carrier_i, "length"] / 1e3) @@ -3312,6 +3316,11 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): n.links = pd.concat([n.links, rev_links], sort=False) n.links["reversed"] = n.links["reversed"].fillna(False) + # do compression losses after concatenation to take electricity consumption at bus0 in either direction + carrier_i = n.links.query("carrier == @carrier").index + if compression_per_1000km > 0: + n.links.loc[carrier_i, "bus2"] = n.links.loc[carrier_i, "bus0"].map(n.buses.location) # electricity + n.links.loc[carrier_i, "efficiency2"] = - compression_per_1000km * n.links.loc[carrier_i, "length"] / 1e3 if __name__ == "__main__": if "snakemake" not in globals(): From 592bc4eee7f57ef93e104f266595cb6d8ded754d Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 12 Sep 2023 17:28:42 +0200 Subject: [PATCH 127/608] cherry-pick --- scripts/prepare_sector_network.py | 24 +++++++++++++++--------- 1 file changed, 15 insertions(+), 9 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 7b58329c..de02095d 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3285,11 +3285,10 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): carrier_i = n.links.query("carrier == @carrier").index -<<<<<<< HEAD - if not any(v != 1. for v in efficiencies.values()) or carrier_i.empty: -======= - if not any((v != 1.0) or (v >= 0) for v in efficiencies.values()) or carrier_i.empty: ->>>>>>> 5822adb0 (add option to consider compression losses in pipelines as electricity demand) + if ( + not any((v != 1.0) or (v >= 0) for v in efficiencies.values()) + or carrier_i.empty + ): return efficiency_static = efficiencies.get("efficiency_static", 1) @@ -3303,8 +3302,10 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): ) n.links.loc[carrier_i, "p_min_pu"] = 0 - n.links.loc[carrier_i, "efficiency"] = ( - efficiency_static * efficiency_per_1000km ** (n.links.loc[carrier_i, "length"] / 1e3) + n.links.loc[ + carrier_i, "efficiency" + ] = efficiency_static * efficiency_per_1000km ** ( + n.links.loc[carrier_i, "length"] / 1e3 ) rev_links = ( n.links.loc[carrier_i].copy().rename({"bus0": "bus1", "bus1": "bus0"}, axis=1) @@ -3319,8 +3320,13 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): # do compression losses after concatenation to take electricity consumption at bus0 in either direction carrier_i = n.links.query("carrier == @carrier").index if compression_per_1000km > 0: - n.links.loc[carrier_i, "bus2"] = n.links.loc[carrier_i, "bus0"].map(n.buses.location) # electricity - n.links.loc[carrier_i, "efficiency2"] = - compression_per_1000km * n.links.loc[carrier_i, "length"] / 1e3 + n.links.loc[carrier_i, "bus2"] = n.links.loc[carrier_i, "bus0"].map( + n.buses.location + ) # electricity + n.links.loc[carrier_i, "efficiency2"] = ( + -compression_per_1000km * n.links.loc[carrier_i, "length"] / 1e3 + ) + if __name__ == "__main__": if "snakemake" not in globals(): From 666e79e2fdb7b86348a81e097a0c6e200872b661 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 10 Aug 2023 17:13:19 +0200 Subject: [PATCH 128/608] improve logging for lossy bidirectional links --- scripts/prepare_sector_network.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index de02095d..6355f603 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3296,8 +3296,8 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): compression_per_1000km = efficiencies.get("compression_per_1000km", 0) logger.info( - f"Specified losses for {carrier} transmission" - f"(static: {efficiency_static}, per 1000km: {efficiency_per_1000km})." + f"Specified losses for {carrier} transmission " + f"(static: {efficiency_static}, per 1000km: {efficiency_per_1000km}, compression per 1000km: {compression_per_1000km}). " "Splitting bidirectional links." ) From bde04eeac9dad86b9d05ce6d23f48d98a728ba7f Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 29 Aug 2023 16:32:01 +0200 Subject: [PATCH 129/608] lossy_bidirectional_links: set length of reversed lines to 0 to avoid double counting in line volume limit --- scripts/prepare_sector_network.py | 1 + 1 file changed, 1 insertion(+) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 6355f603..cd5d9570 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3311,6 +3311,7 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): n.links.loc[carrier_i].copy().rename({"bus0": "bus1", "bus1": "bus0"}, axis=1) ) rev_links.capital_cost = 0 + rev_links.length = 0 rev_links["reversed"] = True rev_links.index = rev_links.index.map(lambda x: x + "-reversed") From 7be8cc0773380915dccc06c227574528611a2ff9 Mon Sep 17 00:00:00 2001 From: virio-andreyana Date: Fri, 15 Sep 2023 11:55:52 +0200 Subject: [PATCH 130/608] undo changes in sector networks and simplify config --- config/config.default.yaml | 50 ++----------- rules/build_electricity.smk | 23 +++++- rules/build_sector.smk | 26 +++++-- rules/postprocess.smk | 6 +- rules/validate.smk | 18 ++++- scripts/prepare_network.py | 26 +++---- scripts/prepare_sector_network.py | 119 ++++++++++-------------------- 7 files changed, 114 insertions(+), 154 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index fcc74981..75de9437 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -59,14 +59,9 @@ snapshots: start: "2013-01-01" end: "2014-01-01" inclusive: 'left' - -snapshot_opts: - average_every_nhours: - enable: false - hour: 2 - time_segmentation: - enable: false - hour: 4380 + resolution: false + segmentation: false + #representative: false # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#enable enable: @@ -81,21 +76,6 @@ enable: retrieve_natura_raster: true custom_busmap: false -enable_sector: - no_heat_district: false - land_transport: false - heating: false - waste_heat: false - biomass: false - biomass_transport: false - agriculture_machinery: false - industry: false - decentral: false - #wave_energy: false - #wave_energy_factor: - noH2network: false - carbon_budget: false - co2limit_sector: false # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#co2-budget co2_budget: @@ -107,16 +87,6 @@ co2_budget: 2045: 0.032 2050: 0.000 -co2_budget_opts: - from_descrete_value: - enable: true - from_beta_decay: - enable: false # TODO: move to own rule with sector-opts wildcard? - value: 1 - from_exp_decay: - enable: false - value: 1 - # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#electricity electricity: voltages: [220., 300., 380.] @@ -159,13 +129,6 @@ electricity: Onshore: [onwind] PV: [solar] - adjust_carrier: # This is the solar+c0.5 thing - enable: false - #solar: - # p_nom_max: - # capital_cost: - # marginal_cost: - autarky: enable: false by_country: false @@ -618,12 +581,9 @@ costs: battery: 0. battery inverter: 0. emission_prices: + enable: false co2: 0. - - enable: - emission_prices: false - monthly_prices: false - + co2_monthly_prices: false # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#clustering clustering: diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index b15796c9..bfbc1bd2 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -20,7 +20,11 @@ if config["enable"].get("prepare_links_p_nom", False): rule build_electricity_demand: params: - snapshots=config["snapshots"], + snapshots={ + "start":config["snapshots"]["start"], + "end":config["snapshots"]["end"], + "inclusive":config["snapshots"]["inclusive"], + }, countries=config["countries"], load=config["load"], input: @@ -61,7 +65,11 @@ rule build_powerplants: rule base_network: params: countries=config["countries"], - snapshots=config["snapshots"], + snapshots={ + "start":config["snapshots"]["start"], + "end":config["snapshots"]["end"], + "inclusive":config["snapshots"]["inclusive"], + }, lines=config["lines"], links=config["links"], transformers=config["transformers"], @@ -144,7 +152,11 @@ if config["enable"].get("build_cutout", False): rule build_cutout: params: - snapshots=config["snapshots"], + snapshots={ + "start":config["snapshots"]["start"], + "end":config["snapshots"]["end"], + "inclusive":config["snapshots"]["inclusive"], + }, cutouts=config["atlite"]["cutouts"], input: regions_onshore=RESOURCES + "regions_onshore.geojson", @@ -470,6 +482,10 @@ rule add_extra_components: rule prepare_network: params: + snapshots={ + "resolution":config["snapshots"].get("resolution", False), + "segmentation":config["snapshots"].get("segmentation", False), + }, links=config["links"], lines=config["lines"], co2base=config["electricity"]["co2base"], @@ -479,7 +495,6 @@ rule prepare_network: gaslimit=config["electricity"].get("gaslimit"), max_hours=config["electricity"]["max_hours"], costs=config["costs"], - snapshot_opts=config.get("snapshot_opts", {}), autarky=config["electricity"].get("autarky", {}), input: RESOURCES + "networks/elec_s{simpl}_{clusters}_ec.nc", diff --git a/rules/build_sector.smk b/rules/build_sector.smk index 1bee1ed0..56a6b532 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -141,7 +141,11 @@ if not (config["sector"]["gas_network"] or config["sector"]["H2_retrofit"]): rule build_heat_demands: params: - snapshots=config["snapshots"], + snapshots={ + "start":config["snapshots"]["start"], + "end":config["snapshots"]["end"], + "inclusive":config["snapshots"]["inclusive"], + }, input: pop_layout=RESOURCES + "pop_layout_{scope}.nc", regions_onshore=RESOURCES + "regions_onshore_elec_s{simpl}_{clusters}.geojson", @@ -163,7 +167,11 @@ rule build_heat_demands: rule build_temperature_profiles: params: - snapshots=config["snapshots"], + snapshots={ + "start":config["snapshots"]["start"], + "end":config["snapshots"]["end"], + "inclusive":config["snapshots"]["inclusive"], + }, input: pop_layout=RESOURCES + "pop_layout_{scope}.nc", regions_onshore=RESOURCES + "regions_onshore_elec_s{simpl}_{clusters}.geojson", @@ -215,7 +223,11 @@ rule build_cop_profiles: rule build_solar_thermal_profiles: params: - snapshots=config["snapshots"], + snapshots={ + "start":config["snapshots"]["start"], + "end":config["snapshots"]["end"], + "inclusive":config["snapshots"]["inclusive"], + }, solar_thermal=config["solar_thermal"], input: pop_layout=RESOURCES + "pop_layout_{scope}.nc", @@ -677,7 +689,11 @@ rule build_shipping_demand: rule build_transport_demand: params: - snapshots=config["snapshots"], + snapshots={ + "start":config["snapshots"]["start"], + "end":config["snapshots"]["end"], + "inclusive":config["snapshots"]["inclusive"], + }, sector=config["sector"], input: clustered_pop_layout=RESOURCES + "pop_layout_elec_s{simpl}_{clusters}.csv", @@ -705,7 +721,6 @@ rule build_transport_demand: rule prepare_sector_network: params: - enable_sector=config.get("enable_sector", {}), co2_budget=config["co2_budget"], conventional_carriers=config["existing_capacities"]["conventional_carriers"], foresight=config["foresight"], @@ -718,7 +733,6 @@ rule prepare_sector_network: countries=config["countries"], emissions_scope=config["energy"]["emissions"], eurostat_report_year=config["energy"]["eurostat_report_year"], - snapshot_opts=config.get("snapshot_opts", {}), RDIR=RDIR, input: **build_retro_cost_output, diff --git a/rules/postprocess.smk b/rules/postprocess.smk index cf0038a3..42f0722e 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -55,7 +55,11 @@ rule make_summary: params: foresight=config["foresight"], costs=config["costs"], - snapshots=config["snapshots"], + snapshots={ + "start":config["snapshots"]["start"], + "end":config["snapshots"]["end"], + "inclusive":config["snapshots"]["inclusive"], + }, scenario=config["scenario"], RDIR=RDIR, input: diff --git a/rules/validate.smk b/rules/validate.smk index cfb8c959..ece9bebd 100644 --- a/rules/validate.smk +++ b/rules/validate.smk @@ -17,7 +17,11 @@ rule build_electricity_production: The data is used for validation of the optimization results. """ params: - snapshots=config["snapshots"], + snapshots={ + "start":config["snapshots"]["start"], + "end":config["snapshots"]["end"], + "inclusive":config["snapshots"]["inclusive"], + }, countries=config["countries"], output: RESOURCES + "historical_electricity_production.csv", @@ -35,7 +39,11 @@ rule build_cross_border_flows: The data is used for validation of the optimization results. """ params: - snapshots=config["snapshots"], + snapshots={ + "start":config["snapshots"]["start"], + "end":config["snapshots"]["end"], + "inclusive":config["snapshots"]["inclusive"], + }, countries=config["countries"], input: network=RESOURCES + "networks/base.nc", @@ -55,7 +63,11 @@ rule build_electricity_prices: The data is used for validation of the optimization results. """ params: - snapshots=config["snapshots"], + snapshots={ + "start":config["snapshots"]["start"], + "end":config["snapshots"]["end"], + "inclusive":config["snapshots"]["inclusive"], + }, countries=config["countries"], output: RESOURCES + "historical_electricity_prices.csv", diff --git a/scripts/prepare_network.py b/scripts/prepare_network.py index 2a2d73f8..f89db024 100755 --- a/scripts/prepare_network.py +++ b/scripts/prepare_network.py @@ -312,24 +312,16 @@ if __name__ == "__main__": set_line_s_max_pu(n, snakemake.params.lines["s_max_pu"]) # temporal averaging - nhours_opts_config = snakemake.params.snapshot_opts.get("average_every_nhours", {}) - nhours_enable_config = nhours_opts_config.get("enable", None) - nhours_config = str(nhours_opts_config.get("hour", None)) + "h" + nhours_config = snakemake.params.snapshots.get("resolution",False) nhours_wildcard = get_opt(opts, r"^\d+h$") - if nhours_wildcard is not None or ( - nhours_enable_config and nhours_config is not None - ): + if nhours_wildcard is not None or isinstance(nhours_config, str): nhours = nhours_wildcard or nhours_config n = average_every_nhours(n, nhours) # segments with package tsam - time_seg_opts_config = snakemake.params.snapshot_opts.get("time_segmentation", {}) - time_seg_enable_config = nhours_opts_config.get("enable", None) - time_seg_config = str(nhours_opts_config.get("hour", None)) + "seg" + time_seg_config = snakemake.params.snapshots.get("segmentation",False) time_seg_wildcard = get_opt(opts, r"^\d+seg$") - if time_seg_wildcard is not None or ( - time_seg_enable_config and time_seg_config is not None - ): + if time_seg_wildcard is not None or isinstance(time_seg_config, str): time_seg = time_seg_wildcard or time_seg_config solver_name = snakemake.config["solving"]["solver"]["name"] n = apply_time_segmentation(n, time_seg, solver_name) @@ -383,7 +375,7 @@ if __name__ == "__main__": sel = c.df.carrier.str.contains(carrier) c.df.loc[sel, attr] *= factor - Ept_config = snakemake.params.costs.get("enable", {}).get("monthly_prices", False) + Ept_config = snakemake.params.costs["emission_prices"].get("co2_monthly_prices", False) for o in opts: if "Ept" in o or Ept_config: logger.info( @@ -392,15 +384,15 @@ if __name__ == "__main__": add_dynamic_emission_prices(n) Ept_config = True - Ep_config = snakemake.params.costs.get("enable", {}).get("emission_prices", False) + Ep_config = snakemake.params.costs["emission_prices"].get("enable", False) Ep_wildcard, co2_wildcard = find_opt(opts, "Ep") if (Ep_wildcard or Ep_config) and not Ept_config: if co2_wildcard is not None: - logger.info("Setting emission prices according to wildcard value.") + logger.info("Setting CO2 prices according to wildcard value.") add_emission_prices(n, dict(co2=co2_wildcard)) else: - logger.info("Setting emission prices according to config value.") - add_emission_prices(n, snakemake.params.costs["emission_prices"]) + logger.info("Setting CO2 prices according to config value.") + add_emission_prices(n, dict(co2=snakemake.params.costs["emission_prices"]["co2"])) ll_type, factor = snakemake.wildcards.ll[0], snakemake.wildcards.ll[1:] set_transmission_limit(n, ll_type, factor, costs, Nyears) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index a2ffc3da..11406bff 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -17,7 +17,7 @@ import numpy as np import pandas as pd import pypsa import xarray as xr -from _helpers import generate_periodic_profiles, get_opt, update_config_with_sector_opts +from _helpers import generate_periodic_profiles, update_config_with_sector_opts from add_electricity import calculate_annuity, sanitize_carriers from build_energy_totals import build_co2_totals, build_eea_co2, build_eurostat_co2 from networkx.algorithms import complement @@ -161,11 +161,11 @@ spatial = SimpleNamespace() def emission_sectors_from_opts(opts): sectors = ["electricity"] - if "T" in opts or opts_config.get("land_transport", False): + if "T" in opts: sectors += ["rail non-elec", "road non-elec"] - if "H" in opts or opts_config.get("heating", False): + if "H" in opts: sectors += ["residential non-elec", "services non-elec"] - if "I" in opts or opts_config.get("industry", False): + if "I" in opts: sectors += [ "industrial non-elec", "industrial processes", @@ -174,14 +174,7 @@ def emission_sectors_from_opts(opts): "domestic navigation", "international navigation", ] - - heat_and_industry = opts_config.get("industry", False) and opts_config.get( - "heating", False - ) - - if ("I" in opts and "H" in opts and "A" in opts) or ( - heat_and_industry and opts_config.get("agriculture_machinery", False) - ): + if "A" in opts: sectors += ["agriculture"] return sectors @@ -3263,45 +3256,27 @@ def set_temporal_aggregation(n, opts, solver_name): """ Aggregate network temporally. """ - # temporal averaging - nhours_opts_config = snakemake.params.snapshot_opts.get("average_every_nhours", {}) - nhours_enable_config = nhours_opts_config.get("enable", None) - nhours_config = str(nhours_opts_config.get("hour", None)) + "H" - nhours_wildcard = get_opt(opts, r"^\d+h$") - if nhours_wildcard is not None or ( - nhours_enable_config and nhours_config is not None - ): - nhours = nhours_wildcard or nhours_config - n = average_every_nhours(n, nhours) - return n - - # representative snapshots - snapshots_opts_config = snakemake.params.snapshot_opts.get("set_snapshots", {}) - snapshots_enable_config = snapshots_opts_config.get("enable", None) - snapshots_config = snapshots_opts_config.get("hour", None) - snapshots_wildcard = get_opt(opts, r"(^\d+)sn$") - if snapshots_wildcard is not None or ( - snapshots_enable_config and snapshots_config is not None - ): - sn = int(snapshots_wildcard[:-2]) or snapshots_config - logger.info(f"Use every {sn} snapshot as representative") - n.set_snapshots(n.snapshots[::sn]) - n.snapshot_weightings *= sn - return n - - # segments with package tsam - time_seg_opts_config = snakemake.params.snapshot_opts.get("time_segmentation", {}) - time_seg_enable_config = nhours_opts_config.get("enable", None) - time_seg_config = nhours_opts_config.get("hour", None) - time_seg_wildcard = get_opt(opts, r"^(\d+)seg$") - if time_seg_wildcard is not None or ( - time_seg_enable_config and time_seg_config is not None - ): - segments = int(time_seg_wildcard[:-3]) or time_seg_config - logger.info(f"Use temporal segmentation with {segments} segments") - n = apply_time_segmentation(n, segments, solver_name=solver_name) - return n - + for o in opts: + # temporal averaging + m = re.match(r"^\d+h$", o, re.IGNORECASE) + if m is not None: + n = average_every_nhours(n, m.group(0)) + break + # representative snapshots + m = re.match(r"(^\d+)sn$", o, re.IGNORECASE) + if m is not None: + sn = int(m[1]) + logger.info(f"Use every {sn} snapshot as representative") + n.set_snapshots(n.snapshots[::sn]) + n.snapshot_weightings *= sn + break + # segments with package tsam + m = re.match(r"^(\d+)seg$", o, re.IGNORECASE) + if m is not None: + segments = int(m[1]) + logger.info(f"Use temporal segmentation with {segments} segments") + n = apply_time_segmentation(n, segments, solver_name=solver_name) + break return n @@ -3328,12 +3303,6 @@ if __name__ == "__main__": opts = snakemake.wildcards.sector_opts.split("-") - opts_config = snakemake.params.enable_sector - - heat_and_industry = opts_config.get("industry", False) and opts_config.get( - "heating", False - ) - investment_year = int(snakemake.wildcards.planning_horizons[-4:]) n = pypsa.Network(snakemake.input.network) @@ -3371,57 +3340,51 @@ if __name__ == "__main__": # TODO merge with opts cost adjustment below for o in opts: - if o[:4] == "wave": # TODO: add config wildcard options or depreciated? + if o[:4] == "wave": wave_cost_factor = float(o[4:].replace("p", ".").replace("m", "-")) logger.info( f"Including wave generators with cost factor of {wave_cost_factor}" ) add_wave(n, wave_cost_factor) - if o[:4] == "dist": # TODO: add config wildcard options + if o[:4] == "dist": options["electricity_distribution_grid"] = True options["electricity_distribution_grid_cost_factor"] = float( o[4:].replace("p", ".").replace("m", "-") ) - for o in opts: - if o == "biomasstransport" or opts_config.get("biomass_transport", False): + if o == "biomasstransport": options["biomass_transport"] = True - break - if "nodistrict" in opts or opts_config.get("no_heat_district", False): + if "nodistrict" in opts: options["district_heating"]["progress"] = 0.0 - if "T" in opts or opts_config.get("land_transport", False): + if "T" in opts: add_land_transport(n, costs) - if "H" in opts or opts_config.get("heating", False): + if "H" in opts: add_heat(n, costs) - if "B" in opts or opts_config.get("biomass", False): + if "B" in opts: add_biomass(n, costs) if options["ammonia"]: add_ammonia(n, costs) - if "I" in opts or opts_config.get("industry", False): + if "I" in opts: add_industry(n, costs) - if ("I" in opts and "H" in opts) or ( - heat_and_industry and opts_config.get("waste_heat", False) - ): + if "I" in opts and "H" in opts: add_waste_heat(n) - if ("I" in opts and "H" in opts and "A" in opts) or ( - heat_and_industry and opts_config.get("agriculture_machinery", False) - ): # requires H and I + if "A" in opts: # requires H and I add_agriculture(n, costs) if options["dac"]: add_dac(n, costs) - if "decentral" in opts or opts_config.get("decentral", False): + if "decentral" in opts: decentral(n) - if "noH2network" in opts or opts_config.get("noH2network", False): + if "noH2network" in opts: remove_h2_network(n) if options["co2network"]: @@ -3436,7 +3399,7 @@ if __name__ == "__main__": limit_type = "config" limit = get(snakemake.params.co2_budget, investment_year) for o in opts: - if "cb" not in o or opts_config.get("carbon_budget", False) is False: + if "cb" not in o: continue limit_type = "carbon budget" fn = "results/" + snakemake.params.RDIR + "csvs/carbon_budget_distribution.csv" @@ -3456,7 +3419,7 @@ if __name__ == "__main__": limit = co2_cap.loc[investment_year] break for o in opts: - if "Co2L" not in o or opts_config.get("co2limit_sector", False) is False: + if "Co2L" not in o: continue limit_type = "wildcard" limit = o[o.find("Co2L") + 4 :] @@ -3465,7 +3428,7 @@ if __name__ == "__main__": logger.info(f"Add CO2 limit from {limit_type}") add_co2limit(n, nyears, limit) - for o in opts: # TODO: add config wildcard options or depreciated? + for o in opts: if not o[:10] == "linemaxext": continue maxext = float(o[10:]) * 1e3 From 668ec9efad33af2897484f9bba8dc0c1352603aa Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 15 Sep 2023 09:56:15 +0000 Subject: [PATCH 131/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/build_electricity.smk | 22 +++++++++++----------- rules/build_sector.smk | 24 ++++++++++++------------ rules/postprocess.smk | 6 +++--- rules/validate.smk | 18 +++++++++--------- scripts/prepare_network.py | 12 ++++++++---- 5 files changed, 43 insertions(+), 39 deletions(-) diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index bfbc1bd2..c52404bf 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -21,9 +21,9 @@ if config["enable"].get("prepare_links_p_nom", False): rule build_electricity_demand: params: snapshots={ - "start":config["snapshots"]["start"], - "end":config["snapshots"]["end"], - "inclusive":config["snapshots"]["inclusive"], + "start": config["snapshots"]["start"], + "end": config["snapshots"]["end"], + "inclusive": config["snapshots"]["inclusive"], }, countries=config["countries"], load=config["load"], @@ -66,9 +66,9 @@ rule base_network: params: countries=config["countries"], snapshots={ - "start":config["snapshots"]["start"], - "end":config["snapshots"]["end"], - "inclusive":config["snapshots"]["inclusive"], + "start": config["snapshots"]["start"], + "end": config["snapshots"]["end"], + "inclusive": config["snapshots"]["inclusive"], }, lines=config["lines"], links=config["links"], @@ -153,9 +153,9 @@ if config["enable"].get("build_cutout", False): rule build_cutout: params: snapshots={ - "start":config["snapshots"]["start"], - "end":config["snapshots"]["end"], - "inclusive":config["snapshots"]["inclusive"], + "start": config["snapshots"]["start"], + "end": config["snapshots"]["end"], + "inclusive": config["snapshots"]["inclusive"], }, cutouts=config["atlite"]["cutouts"], input: @@ -483,8 +483,8 @@ rule add_extra_components: rule prepare_network: params: snapshots={ - "resolution":config["snapshots"].get("resolution", False), - "segmentation":config["snapshots"].get("segmentation", False), + "resolution": config["snapshots"].get("resolution", False), + "segmentation": config["snapshots"].get("segmentation", False), }, links=config["links"], lines=config["lines"], diff --git a/rules/build_sector.smk b/rules/build_sector.smk index 56a6b532..53a19852 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -142,9 +142,9 @@ if not (config["sector"]["gas_network"] or config["sector"]["H2_retrofit"]): rule build_heat_demands: params: snapshots={ - "start":config["snapshots"]["start"], - "end":config["snapshots"]["end"], - "inclusive":config["snapshots"]["inclusive"], + "start": config["snapshots"]["start"], + "end": config["snapshots"]["end"], + "inclusive": config["snapshots"]["inclusive"], }, input: pop_layout=RESOURCES + "pop_layout_{scope}.nc", @@ -168,9 +168,9 @@ rule build_heat_demands: rule build_temperature_profiles: params: snapshots={ - "start":config["snapshots"]["start"], - "end":config["snapshots"]["end"], - "inclusive":config["snapshots"]["inclusive"], + "start": config["snapshots"]["start"], + "end": config["snapshots"]["end"], + "inclusive": config["snapshots"]["inclusive"], }, input: pop_layout=RESOURCES + "pop_layout_{scope}.nc", @@ -224,9 +224,9 @@ rule build_cop_profiles: rule build_solar_thermal_profiles: params: snapshots={ - "start":config["snapshots"]["start"], - "end":config["snapshots"]["end"], - "inclusive":config["snapshots"]["inclusive"], + "start": config["snapshots"]["start"], + "end": config["snapshots"]["end"], + "inclusive": config["snapshots"]["inclusive"], }, solar_thermal=config["solar_thermal"], input: @@ -690,9 +690,9 @@ rule build_shipping_demand: rule build_transport_demand: params: snapshots={ - "start":config["snapshots"]["start"], - "end":config["snapshots"]["end"], - "inclusive":config["snapshots"]["inclusive"], + "start": config["snapshots"]["start"], + "end": config["snapshots"]["end"], + "inclusive": config["snapshots"]["inclusive"], }, sector=config["sector"], input: diff --git a/rules/postprocess.smk b/rules/postprocess.smk index 42f0722e..02ac219a 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -56,9 +56,9 @@ rule make_summary: foresight=config["foresight"], costs=config["costs"], snapshots={ - "start":config["snapshots"]["start"], - "end":config["snapshots"]["end"], - "inclusive":config["snapshots"]["inclusive"], + "start": config["snapshots"]["start"], + "end": config["snapshots"]["end"], + "inclusive": config["snapshots"]["inclusive"], }, scenario=config["scenario"], RDIR=RDIR, diff --git a/rules/validate.smk b/rules/validate.smk index ece9bebd..1c0fe10a 100644 --- a/rules/validate.smk +++ b/rules/validate.smk @@ -18,9 +18,9 @@ rule build_electricity_production: """ params: snapshots={ - "start":config["snapshots"]["start"], - "end":config["snapshots"]["end"], - "inclusive":config["snapshots"]["inclusive"], + "start": config["snapshots"]["start"], + "end": config["snapshots"]["end"], + "inclusive": config["snapshots"]["inclusive"], }, countries=config["countries"], output: @@ -40,9 +40,9 @@ rule build_cross_border_flows: """ params: snapshots={ - "start":config["snapshots"]["start"], - "end":config["snapshots"]["end"], - "inclusive":config["snapshots"]["inclusive"], + "start": config["snapshots"]["start"], + "end": config["snapshots"]["end"], + "inclusive": config["snapshots"]["inclusive"], }, countries=config["countries"], input: @@ -64,9 +64,9 @@ rule build_electricity_prices: """ params: snapshots={ - "start":config["snapshots"]["start"], - "end":config["snapshots"]["end"], - "inclusive":config["snapshots"]["inclusive"], + "start": config["snapshots"]["start"], + "end": config["snapshots"]["end"], + "inclusive": config["snapshots"]["inclusive"], }, countries=config["countries"], output: diff --git a/scripts/prepare_network.py b/scripts/prepare_network.py index f89db024..30ac41bf 100755 --- a/scripts/prepare_network.py +++ b/scripts/prepare_network.py @@ -312,14 +312,14 @@ if __name__ == "__main__": set_line_s_max_pu(n, snakemake.params.lines["s_max_pu"]) # temporal averaging - nhours_config = snakemake.params.snapshots.get("resolution",False) + nhours_config = snakemake.params.snapshots.get("resolution", False) nhours_wildcard = get_opt(opts, r"^\d+h$") if nhours_wildcard is not None or isinstance(nhours_config, str): nhours = nhours_wildcard or nhours_config n = average_every_nhours(n, nhours) # segments with package tsam - time_seg_config = snakemake.params.snapshots.get("segmentation",False) + time_seg_config = snakemake.params.snapshots.get("segmentation", False) time_seg_wildcard = get_opt(opts, r"^\d+seg$") if time_seg_wildcard is not None or isinstance(time_seg_config, str): time_seg = time_seg_wildcard or time_seg_config @@ -375,7 +375,9 @@ if __name__ == "__main__": sel = c.df.carrier.str.contains(carrier) c.df.loc[sel, attr] *= factor - Ept_config = snakemake.params.costs["emission_prices"].get("co2_monthly_prices", False) + Ept_config = snakemake.params.costs["emission_prices"].get( + "co2_monthly_prices", False + ) for o in opts: if "Ept" in o or Ept_config: logger.info( @@ -392,7 +394,9 @@ if __name__ == "__main__": add_emission_prices(n, dict(co2=co2_wildcard)) else: logger.info("Setting CO2 prices according to config value.") - add_emission_prices(n, dict(co2=snakemake.params.costs["emission_prices"]["co2"])) + add_emission_prices( + n, dict(co2=snakemake.params.costs["emission_prices"]["co2"]) + ) ll_type, factor = snakemake.wildcards.ll[0], snakemake.wildcards.ll[1:] set_transmission_limit(n, ll_type, factor, costs, Nyears) From a14e751ed86afc669456cde779c2f82a88cf1230 Mon Sep 17 00:00:00 2001 From: virio-andreyana Date: Fri, 15 Sep 2023 12:16:53 +0200 Subject: [PATCH 132/608] fix snapshot bugs --- scripts/base_network.py | 7 ++++++- scripts/build_line_rating.py | 8 +++++++- scripts/build_renewable_profiles.py | 7 ++++++- 3 files changed, 19 insertions(+), 3 deletions(-) diff --git a/scripts/base_network.py b/scripts/base_network.py index b4ac1d8c..f40b0395 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -709,11 +709,16 @@ def base_network( transformers = _set_electrical_parameters_transformers(transformers, config) links = _set_electrical_parameters_links(links, config, links_p_nom) converters = _set_electrical_parameters_converters(converters, config) + snapshots = { + "start":config["snapshots"]["start"], + "end":config["snapshots"]["end"], + "inclusive":config["snapshots"]["inclusive"], + } n = pypsa.Network() n.name = "PyPSA-Eur" - n.set_snapshots(pd.date_range(freq="h", **config["snapshots"])) + n.set_snapshots(pd.date_range(freq="h", **snapshots)) n.madd("Carrier", ["AC", "DC"]) n.import_components_from_dataframe(buses, "Bus") diff --git a/scripts/build_line_rating.py b/scripts/build_line_rating.py index 7f842d43..cf6b56c4 100755 --- a/scripts/build_line_rating.py +++ b/scripts/build_line_rating.py @@ -148,8 +148,14 @@ if __name__ == "__main__": ) configure_logging(snakemake) + snapshots = { + "start":snakemake.config["snapshots"]["start"], + "end":snakemake.config["snapshots"]["end"], + "inclusive":snakemake.config["snapshots"]["inclusive"], + } + n = pypsa.Network(snakemake.input.base_network) - time = pd.date_range(freq="h", **snakemake.config["snapshots"]) + time = pd.date_range(freq="h", **snapshots) cutout = atlite.Cutout(snakemake.input.cutout).sel(time=time) da = calculate_line_rating(n, cutout) diff --git a/scripts/build_renewable_profiles.py b/scripts/build_renewable_profiles.py index 7b08325b..863ba4e4 100644 --- a/scripts/build_renewable_profiles.py +++ b/scripts/build_renewable_profiles.py @@ -211,6 +211,11 @@ if __name__ == "__main__": correction_factor = params.get("correction_factor", 1.0) capacity_per_sqkm = params["capacity_per_sqkm"] p_nom_max_meth = params.get("potential", "conservative") + snapshots = { + "start":snakemake.config["snapshots"]["start"], + "end":snakemake.config["snapshots"]["end"], + "inclusive":snakemake.config["snapshots"]["inclusive"], + } if isinstance(params.get("corine", {}), list): params["corine"] = {"grid_codes": params["corine"]} @@ -223,7 +228,7 @@ if __name__ == "__main__": else: client = None - sns = pd.date_range(freq="h", **snakemake.config["snapshots"]) + sns = pd.date_range(freq="h", **snapshots) cutout = atlite.Cutout(snakemake.input.cutout).sel(time=sns) regions = gpd.read_file(snakemake.input.regions) assert not regions.empty, ( From b2c19eda40e6409257e616ccc9995ed3063733bd Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 15 Sep 2023 10:18:01 +0000 Subject: [PATCH 133/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/base_network.py | 8 ++++---- scripts/build_line_rating.py | 8 ++++---- scripts/build_renewable_profiles.py | 8 ++++---- 3 files changed, 12 insertions(+), 12 deletions(-) diff --git a/scripts/base_network.py b/scripts/base_network.py index f40b0395..a176028f 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -710,10 +710,10 @@ def base_network( links = _set_electrical_parameters_links(links, config, links_p_nom) converters = _set_electrical_parameters_converters(converters, config) snapshots = { - "start":config["snapshots"]["start"], - "end":config["snapshots"]["end"], - "inclusive":config["snapshots"]["inclusive"], - } + "start": config["snapshots"]["start"], + "end": config["snapshots"]["end"], + "inclusive": config["snapshots"]["inclusive"], + } n = pypsa.Network() n.name = "PyPSA-Eur" diff --git a/scripts/build_line_rating.py b/scripts/build_line_rating.py index cf6b56c4..51c779e5 100755 --- a/scripts/build_line_rating.py +++ b/scripts/build_line_rating.py @@ -149,10 +149,10 @@ if __name__ == "__main__": configure_logging(snakemake) snapshots = { - "start":snakemake.config["snapshots"]["start"], - "end":snakemake.config["snapshots"]["end"], - "inclusive":snakemake.config["snapshots"]["inclusive"], - } + "start": snakemake.config["snapshots"]["start"], + "end": snakemake.config["snapshots"]["end"], + "inclusive": snakemake.config["snapshots"]["inclusive"], + } n = pypsa.Network(snakemake.input.base_network) time = pd.date_range(freq="h", **snapshots) diff --git a/scripts/build_renewable_profiles.py b/scripts/build_renewable_profiles.py index 863ba4e4..1d3b9956 100644 --- a/scripts/build_renewable_profiles.py +++ b/scripts/build_renewable_profiles.py @@ -212,10 +212,10 @@ if __name__ == "__main__": capacity_per_sqkm = params["capacity_per_sqkm"] p_nom_max_meth = params.get("potential", "conservative") snapshots = { - "start":snakemake.config["snapshots"]["start"], - "end":snakemake.config["snapshots"]["end"], - "inclusive":snakemake.config["snapshots"]["inclusive"], - } + "start": snakemake.config["snapshots"]["start"], + "end": snakemake.config["snapshots"]["end"], + "inclusive": snakemake.config["snapshots"]["inclusive"], + } if isinstance(params.get("corine", {}), list): params["corine"] = {"grid_codes": params["corine"]} From 8b5476e273b22d559071abb26f8b36e9be1301ea Mon Sep 17 00:00:00 2001 From: chrstphtrs Date: Wed, 20 Sep 2023 19:33:44 +0200 Subject: [PATCH 134/608] Move all rule to main Snakefile --- Snakefile | 6 ++++++ rules/collect.smk | 6 ------ 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/Snakefile b/Snakefile index 0e783beb..4bdc40f3 100644 --- a/Snakefile +++ b/Snakefile @@ -46,6 +46,12 @@ wildcard_constraints: sector_opts="[-+a-zA-Z0-9\.\s]*", +rule all: + input: + RESULTS + "graphs/costs.pdf", + default_target: True + + include: "rules/common.smk" include: "rules/collect.smk" include: "rules/retrieve.smk" diff --git a/rules/collect.smk b/rules/collect.smk index 74f26ccb..0c713e5a 100644 --- a/rules/collect.smk +++ b/rules/collect.smk @@ -14,12 +14,6 @@ localrules: plot_networks, -rule all: - input: - RESULTS + "graphs/costs.pdf", - default_target: True - - rule cluster_networks: input: expand(RESOURCES + "networks/elec_s{simpl}_{clusters}.nc", **config["scenario"]), From 138584ecf7ded6bb67f1b796127db7cfd668c28f Mon Sep 17 00:00:00 2001 From: chrstphtrs Date: Fri, 22 Sep 2023 09:01:12 +0200 Subject: [PATCH 135/608] Move all rule down to other rules --- Snakefile | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/Snakefile b/Snakefile index 4bdc40f3..bc77b0df 100644 --- a/Snakefile +++ b/Snakefile @@ -46,12 +46,6 @@ wildcard_constraints: sector_opts="[-+a-zA-Z0-9\.\s]*", -rule all: - input: - RESULTS + "graphs/costs.pdf", - default_target: True - - include: "rules/common.smk" include: "rules/collect.smk" include: "rules/retrieve.smk" @@ -72,6 +66,12 @@ if config["foresight"] == "myopic": include: "rules/solve_myopic.smk" +rule all: + input: + RESULTS + "graphs/costs.pdf", + default_target: True + + rule purge: message: "Purging generated resources, results and docs. Downloads are kept." From 20b68b14043f572dd421b4ab312548f324f7c815 Mon Sep 17 00:00:00 2001 From: Fabian Date: Fri, 22 Sep 2023 17:51:17 +0200 Subject: [PATCH 136/608] readthedocs: remove apt packages --- .readthedocs.yml | 2 -- doc/requirements.txt | 1 + 2 files changed, 1 insertion(+), 2 deletions(-) diff --git a/.readthedocs.yml b/.readthedocs.yml index 900dba1e..35eff5de 100644 --- a/.readthedocs.yml +++ b/.readthedocs.yml @@ -8,8 +8,6 @@ build: os: ubuntu-22.04 tools: python: "3.11" - apt_packages: - - graphviz python: install: diff --git a/doc/requirements.txt b/doc/requirements.txt index 3e760c81..de3ed4e8 100644 --- a/doc/requirements.txt +++ b/doc/requirements.txt @@ -7,6 +7,7 @@ sphinx sphinx_book_theme sphinxcontrib-bibtex myst-parser # recommark is deprecated, https://stackoverflow.com/a/71660856/13573820 +graphviz pypsa powerplantmatching>=0.5.5 From 713cb1a7fc92c0757eb82b66654606c6bb5b0de6 Mon Sep 17 00:00:00 2001 From: Fabian Date: Fri, 22 Sep 2023 18:08:06 +0200 Subject: [PATCH 137/608] follow up --- .readthedocs.yml | 1 - 1 file changed, 1 deletion(-) diff --git a/.readthedocs.yml b/.readthedocs.yml index 35eff5de..ef3c4b0c 100644 --- a/.readthedocs.yml +++ b/.readthedocs.yml @@ -12,4 +12,3 @@ build: python: install: - requirements: doc/requirements.txt - system_packages: false From 01cd1bbb74a5af95b89f9b492ffd0c6190f3d1dd Mon Sep 17 00:00:00 2001 From: virio-andreyana Date: Sat, 23 Sep 2023 18:39:11 +0200 Subject: [PATCH 138/608] add Fabians suggestion --- rules/build_electricity.smk | 21 ++++--------- rules/build_sector.smk | 24 +++------------ rules/postprocess.smk | 6 +--- rules/validate.smk | 18 ++--------- scripts/base_network.py | 6 +--- scripts/build_line_rating.py | 6 +--- scripts/build_renewable_profiles.py | 6 +--- scripts/prepare_network.py | 48 ++++++++++++----------------- 8 files changed, 36 insertions(+), 99 deletions(-) diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index c52404bf..dc5ce1c6 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -20,11 +20,7 @@ if config["enable"].get("prepare_links_p_nom", False): rule build_electricity_demand: params: - snapshots={ - "start": config["snapshots"]["start"], - "end": config["snapshots"]["end"], - "inclusive": config["snapshots"]["inclusive"], - }, + snapshots={k: config["snapshots"][k] for k in ["start", "end", "inclusive"]}, countries=config["countries"], load=config["load"], input: @@ -65,11 +61,7 @@ rule build_powerplants: rule base_network: params: countries=config["countries"], - snapshots={ - "start": config["snapshots"]["start"], - "end": config["snapshots"]["end"], - "inclusive": config["snapshots"]["inclusive"], - }, + snapshots={k: config["snapshots"][k] for k in ["start", "end", "inclusive"]}, lines=config["lines"], links=config["links"], transformers=config["transformers"], @@ -152,11 +144,7 @@ if config["enable"].get("build_cutout", False): rule build_cutout: params: - snapshots={ - "start": config["snapshots"]["start"], - "end": config["snapshots"]["end"], - "inclusive": config["snapshots"]["inclusive"], - }, + snapshots={k: config["snapshots"][k] for k in ["start", "end", "inclusive"]}, cutouts=config["atlite"]["cutouts"], input: regions_onshore=RESOURCES + "regions_onshore.geojson", @@ -220,6 +208,7 @@ rule build_ship_raster: rule build_renewable_profiles: params: + snapshots={k: config["snapshots"][k] for k in ["start", "end", "inclusive"]}, renewable=config["renewable"], input: base_network=RESOURCES + "networks/base.nc", @@ -310,6 +299,8 @@ rule build_hydro_profile: if config["lines"]["dynamic_line_rating"]["activate"]: rule build_line_rating: + params: + snapshots={k: config["snapshots"][k] for k in ["start", "end", "inclusive"]}, input: base_network=RESOURCES + "networks/base.nc", cutout="cutouts/" diff --git a/rules/build_sector.smk b/rules/build_sector.smk index 53a19852..c148bc9f 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -141,11 +141,7 @@ if not (config["sector"]["gas_network"] or config["sector"]["H2_retrofit"]): rule build_heat_demands: params: - snapshots={ - "start": config["snapshots"]["start"], - "end": config["snapshots"]["end"], - "inclusive": config["snapshots"]["inclusive"], - }, + snapshots={k: config["snapshots"][k] for k in ["start", "end", "inclusive"]}, input: pop_layout=RESOURCES + "pop_layout_{scope}.nc", regions_onshore=RESOURCES + "regions_onshore_elec_s{simpl}_{clusters}.geojson", @@ -167,11 +163,7 @@ rule build_heat_demands: rule build_temperature_profiles: params: - snapshots={ - "start": config["snapshots"]["start"], - "end": config["snapshots"]["end"], - "inclusive": config["snapshots"]["inclusive"], - }, + snapshots={k: config["snapshots"][k] for k in ["start", "end", "inclusive"]}, input: pop_layout=RESOURCES + "pop_layout_{scope}.nc", regions_onshore=RESOURCES + "regions_onshore_elec_s{simpl}_{clusters}.geojson", @@ -223,11 +215,7 @@ rule build_cop_profiles: rule build_solar_thermal_profiles: params: - snapshots={ - "start": config["snapshots"]["start"], - "end": config["snapshots"]["end"], - "inclusive": config["snapshots"]["inclusive"], - }, + snapshots={k: config["snapshots"][k] for k in ["start", "end", "inclusive"]}, solar_thermal=config["solar_thermal"], input: pop_layout=RESOURCES + "pop_layout_{scope}.nc", @@ -689,11 +677,7 @@ rule build_shipping_demand: rule build_transport_demand: params: - snapshots={ - "start": config["snapshots"]["start"], - "end": config["snapshots"]["end"], - "inclusive": config["snapshots"]["inclusive"], - }, + snapshots={k: config["snapshots"][k] for k in ["start", "end", "inclusive"]}, sector=config["sector"], input: clustered_pop_layout=RESOURCES + "pop_layout_elec_s{simpl}_{clusters}.csv", diff --git a/rules/postprocess.smk b/rules/postprocess.smk index 02ac219a..795ea1b1 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -55,11 +55,7 @@ rule make_summary: params: foresight=config["foresight"], costs=config["costs"], - snapshots={ - "start": config["snapshots"]["start"], - "end": config["snapshots"]["end"], - "inclusive": config["snapshots"]["inclusive"], - }, + snapshots={k: config["snapshots"][k] for k in ["start", "end", "inclusive"]}, scenario=config["scenario"], RDIR=RDIR, input: diff --git a/rules/validate.smk b/rules/validate.smk index 1c0fe10a..0fa1f607 100644 --- a/rules/validate.smk +++ b/rules/validate.smk @@ -17,11 +17,7 @@ rule build_electricity_production: The data is used for validation of the optimization results. """ params: - snapshots={ - "start": config["snapshots"]["start"], - "end": config["snapshots"]["end"], - "inclusive": config["snapshots"]["inclusive"], - }, + snapshots={k: config["snapshots"][k] for k in ["start", "end", "inclusive"]}, countries=config["countries"], output: RESOURCES + "historical_electricity_production.csv", @@ -39,11 +35,7 @@ rule build_cross_border_flows: The data is used for validation of the optimization results. """ params: - snapshots={ - "start": config["snapshots"]["start"], - "end": config["snapshots"]["end"], - "inclusive": config["snapshots"]["inclusive"], - }, + snapshots={k: config["snapshots"][k] for k in ["start", "end", "inclusive"]}, countries=config["countries"], input: network=RESOURCES + "networks/base.nc", @@ -63,11 +55,7 @@ rule build_electricity_prices: The data is used for validation of the optimization results. """ params: - snapshots={ - "start": config["snapshots"]["start"], - "end": config["snapshots"]["end"], - "inclusive": config["snapshots"]["inclusive"], - }, + snapshots={k: config["snapshots"][k] for k in ["start", "end", "inclusive"]}, countries=config["countries"], output: RESOURCES + "historical_electricity_prices.csv", diff --git a/scripts/base_network.py b/scripts/base_network.py index a176028f..372f9a20 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -709,11 +709,7 @@ def base_network( transformers = _set_electrical_parameters_transformers(transformers, config) links = _set_electrical_parameters_links(links, config, links_p_nom) converters = _set_electrical_parameters_converters(converters, config) - snapshots = { - "start": config["snapshots"]["start"], - "end": config["snapshots"]["end"], - "inclusive": config["snapshots"]["inclusive"], - } + snapshots = snakemake.params.snapshots n = pypsa.Network() n.name = "PyPSA-Eur" diff --git a/scripts/build_line_rating.py b/scripts/build_line_rating.py index 51c779e5..1767ebc8 100755 --- a/scripts/build_line_rating.py +++ b/scripts/build_line_rating.py @@ -148,11 +148,7 @@ if __name__ == "__main__": ) configure_logging(snakemake) - snapshots = { - "start": snakemake.config["snapshots"]["start"], - "end": snakemake.config["snapshots"]["end"], - "inclusive": snakemake.config["snapshots"]["inclusive"], - } + snapshots = snakemake.params.snapshots n = pypsa.Network(snakemake.input.base_network) time = pd.date_range(freq="h", **snapshots) diff --git a/scripts/build_renewable_profiles.py b/scripts/build_renewable_profiles.py index 1d3b9956..a8432219 100644 --- a/scripts/build_renewable_profiles.py +++ b/scripts/build_renewable_profiles.py @@ -211,11 +211,7 @@ if __name__ == "__main__": correction_factor = params.get("correction_factor", 1.0) capacity_per_sqkm = params["capacity_per_sqkm"] p_nom_max_meth = params.get("potential", "conservative") - snapshots = { - "start": snakemake.config["snapshots"]["start"], - "end": snakemake.config["snapshots"]["end"], - "inclusive": snakemake.config["snapshots"]["inclusive"], - } + snapshots = snakemake.params.snapshots if isinstance(params.get("corine", {}), list): params["corine"] = {"grid_codes": params["corine"]} diff --git a/scripts/prepare_network.py b/scripts/prepare_network.py index 30ac41bf..2a15cb0c 100755 --- a/scripts/prepare_network.py +++ b/scripts/prepare_network.py @@ -314,26 +314,22 @@ if __name__ == "__main__": # temporal averaging nhours_config = snakemake.params.snapshots.get("resolution", False) nhours_wildcard = get_opt(opts, r"^\d+h$") - if nhours_wildcard is not None or isinstance(nhours_config, str): - nhours = nhours_wildcard or nhours_config + nhours = nhours_wildcard or nhours_config + if nhours: n = average_every_nhours(n, nhours) # segments with package tsam time_seg_config = snakemake.params.snapshots.get("segmentation", False) time_seg_wildcard = get_opt(opts, r"^\d+seg$") - if time_seg_wildcard is not None or isinstance(time_seg_config, str): - time_seg = time_seg_wildcard or time_seg_config + time_seg = time_seg_wildcard or time_seg_config + if time_seg: solver_name = snakemake.config["solving"]["solver"]["name"] n = apply_time_segmentation(n, time_seg, solver_name) - Co2L_config = snakemake.params.co2limit_enable and isinstance( - snakemake.params.co2limit, float - ) + Co2L_config = snakemake.params.co2limit_enable Co2L_wildcard, co2limit_wildcard = find_opt(opts, "Co2L") if Co2L_wildcard or Co2L_config: - if ( - co2limit_wildcard is not None - ): # TODO: what if you wat to determine the factor through the wildcard? + if co2limit_wildcard is not None: co2limit = co2limit_wildcard * snakemake.params.co2base add_co2limit(n, co2limit, Nyears) logger.info("Setting CO2 limit according to wildcard value.") @@ -341,14 +337,10 @@ if __name__ == "__main__": add_co2limit(n, snakemake.params.co2limit, Nyears) logger.info("Setting CO2 limit according to config value.") - CH4L_config = snakemake.params.gaslimit_enable and isinstance( - snakemake.params.gaslimit, float - ) + CH4L_config = snakemake.params.gaslimit_enable CH4L_wildcard, gaslimit_wildcard = find_opt(opts, "CH4L") if CH4L_wildcard or CH4L_config: - if ( - gaslimit_wildcard is not None - ): # TODO: what if you wat to determine the factor through the wildcard? + if gaslimit_wildcard is not None: gaslimit = gaslimit_wildcard * 1e6 add_gaslimit(n, gaslimit, Nyears) logger.info("Setting gas usage limit according to wildcard value.") @@ -375,20 +367,18 @@ if __name__ == "__main__": sel = c.df.carrier.str.contains(carrier) c.df.loc[sel, attr] *= factor - Ept_config = snakemake.params.costs["emission_prices"].get( - "co2_monthly_prices", False - ) - for o in opts: - if "Ept" in o or Ept_config: - logger.info( - "Setting time dependent emission prices according spot market price" - ) - add_dynamic_emission_prices(n) - Ept_config = True - - Ep_config = snakemake.params.costs["emission_prices"].get("enable", False) + emission_prices = snakemake.params.costs["emission_prices"] + Ept_config = emission_prices.get("co2_monthly_prices", False) + Ept_wildcard = "Ept" in opts + Ep_config = emission_prices.get("enable", False) Ep_wildcard, co2_wildcard = find_opt(opts, "Ep") - if (Ep_wildcard or Ep_config) and not Ept_config: + + if Ept_wildcard or Ept_config: + logger.info( + "Setting time dependent emission prices according spot market price" + ) + add_dynamic_emission_prices(n) + elif Ep_wildcard or Ep_config: if co2_wildcard is not None: logger.info("Setting CO2 prices according to wildcard value.") add_emission_prices(n, dict(co2=co2_wildcard)) From 05535590348118ef14a17652b5f7f7f8635bfa3b Mon Sep 17 00:00:00 2001 From: virio-andreyana Date: Sat, 23 Sep 2023 19:00:01 +0200 Subject: [PATCH 139/608] add documentations --- doc/configtables/costs.csv | 20 +++++++++++--------- doc/configtables/electricity.csv | 5 +++++ doc/configtables/snapshots.csv | 10 ++++++---- 3 files changed, 22 insertions(+), 13 deletions(-) diff --git a/doc/configtables/costs.csv b/doc/configtables/costs.csv index 9797d77e..e307985d 100644 --- a/doc/configtables/costs.csv +++ b/doc/configtables/costs.csv @@ -1,9 +1,11 @@ -,Unit,Values,Description -year,--,"YYYY; e.g. '2030'","Year for which to retrieve cost assumptions of ``resources/costs.csv``." -version,--,"vX.X.X; e.g. 'v0.5.0'","Version of ``technology-data`` repository to use." -rooftop_share,--,float,"Share of rooftop PV when calculating capital cost of solar (joint rooftop and utility-scale PV)." -fill_values,--,float,"Default values if not specified for a technology in ``resources/costs.csv``." -capital_cost,EUR/MW,"Keys should be in the 'technology' column of ``resources/costs.csv``. Values can be any float.","For the given technologies, assumptions about their capital investment costs are set to the corresponding value. Optional; overwrites cost assumptions from ``resources/costs.csv``." -marginal_cost,EUR/MWh,"Keys should be in the 'technology' column of ``resources/costs.csv``. Values can be any float.","For the given technologies, assumptions about their marginal operating costs are set to the corresponding value. Optional; overwrites cost assumptions from ``resources/costs.csv``." -emission_prices,,,"Specify exogenous prices for emission types listed in ``network.carriers`` to marginal costs." --- co2,EUR/t,float,"Exogenous price of carbon-dioxide added to the marginal costs of fossil-fuelled generators according to their carbon intensity. Added through the keyword ``Ep`` in the ``{opts}`` wildcard only in the rule :mod:`prepare_network``." +,Unit,Values,Description +year,--,YYYY; e.g. '2030',Year for which to retrieve cost assumptions of ``resources/costs.csv``. +version,--,vX.X.X; e.g. 'v0.5.0',Version of ``technology-data`` repository to use. +rooftop_share,--,float,Share of rooftop PV when calculating capital cost of solar (joint rooftop and utility-scale PV). +fill_values,--,float,Default values if not specified for a technology in ``resources/costs.csv``. +capital_cost,EUR/MW,Keys should be in the 'technology' column of ``resources/costs.csv``. Values can be any float.,"For the given technologies, assumptions about their capital investment costs are set to the corresponding value. Optional; overwrites cost assumptions from ``resources/costs.csv``." +marginal_cost,EUR/MWh,Keys should be in the 'technology' column of ``resources/costs.csv``. Values can be any float.,"For the given technologies, assumptions about their marginal operating costs are set to the corresponding value. Optional; overwrites cost assumptions from ``resources/costs.csv``." +emission_prices,,,Specify exogenous prices for emission types listed in ``network.carriers`` to marginal costs. +-- enable,bool,true or false,Add cost for a carbon-dioxide price configured in ``costs: emission_prices: co2`` to ``marginal_cost`` of generators (other emission types listed in ``network.carriers`` possible as well) +-- co2,EUR/t,float,Exogenous price of carbon-dioxide added to the marginal costs of fossil-fuelled generators according to their carbon intensity. Added through the keyword ``Ep`` in the ``{opts}`` wildcard only in the rule :mod:`prepare_network``. +-- co2_monthly_price,bool,true or false,Add monthly cost for a carbon-dioxide price based on historical values built by the rule ``build_monthly_prices`` diff --git a/doc/configtables/electricity.csv b/doc/configtables/electricity.csv index 4c04fee6..00eec0c4 100644 --- a/doc/configtables/electricity.csv +++ b/doc/configtables/electricity.csv @@ -1,6 +1,8 @@ ,Unit,Values,Description voltages,kV,"Any subset of {220., 300., 380.}",Voltage levels to consider +gaslimit_enable,bool,true or false,Add an overall absolute gas limit configured in ``electricity: gaslimit``. gaslimit,MWhth,float or false,Global gas usage limit +co2limit_enable,bool,true or false,Add an overall absolute carbon-dioxide emissions limit configured in ``electricity: co2limit``. co2limit,:math:`t_{CO_2-eq}/a`,float,Cap on total annual system carbon dioxide emissions co2base,:math:`t_{CO_2-eq}/a`,float,Reference value of total annual system carbon dioxide emissions if relative emission reduction target is specified in ``{opts}`` wildcard. agg_p_nom_limits,file,path,Reference to ``.csv`` file specifying per carrier generator nominal capacity constraints for individual countries if ``'CCL'`` is in ``{opts}`` wildcard. Defaults to ``data/agg_p_nom_minmax.csv``. @@ -34,3 +36,6 @@ estimate_renewable_capacities,,, -- -- Offshore,--,"Any subset of {offwind-ac, offwind-dc}","List of PyPSA-Eur carriers that is considered as (IRENA, OPSD) onshore technology." -- -- Offshore,--,{onwind},"List of PyPSA-Eur carriers that is considered as (IRENA, OPSD) offshore technology." -- -- PV,--,{solar},"List of PyPSA-Eur carriers that is considered as (IRENA, OPSD) PV technology." +autarky,,, +-- enable,bool,true or false,Require each node to be autarkic by removing all lines and links. +-- by_country,bool,true or false,Require each country to be autarkic by removing all cross-border lines and links. ``electricity: autarky`` must be enabled. diff --git a/doc/configtables/snapshots.csv b/doc/configtables/snapshots.csv index d60c78dc..769e6cb0 100644 --- a/doc/configtables/snapshots.csv +++ b/doc/configtables/snapshots.csv @@ -1,4 +1,6 @@ -,Unit,Values,Description -start,--,"str or datetime-like; e.g. YYYY-MM-DD","Left bound of date range" -end,--,"str or datetime-like; e.g. YYYY-MM-DD","Right bound of date range" -inclusive,--,"One of {'neither', 'both', ‘left’, ‘right’}","Make the time interval closed to the ``left``, ``right``, or both sides ``both`` or neither side ``None``." +,Unit,Values,Description +start,--,str or datetime-like; e.g. YYYY-MM-DD,Left bound of date range +end,--,str or datetime-like; e.g. YYYY-MM-DD,Right bound of date range +inclusive,--,"One of {'neither', 'both', ‘left’, ‘right’}","Make the time interval closed to the ``left``, ``right``, or both sides ``both`` or neither side ``None``." +resolution ,--,"{false,``nH``; i.e. ``2H``-``6H``}",Resample the time-resolution by averaging over every ``n`` snapshots +segmentation,--,"{false,``nSEG``; e.g. ``4380SEG``}","Apply time series segmentation with `tsam `_ package to ``n`` adjacent snapshots of varying lengths based on capacity factors of varying renewables, hydro inflow and load." From 5006bc487757fe972ff9d912ee5952f068f5182d Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 26 Sep 2023 15:12:39 +0200 Subject: [PATCH 140/608] build_biomass_potentials: link to planning_horizons wildcard, interpolate missing years --- doc/release_notes.rst | 4 +++ rules/build_sector.smk | 12 +++++---- scripts/build_biomass_potentials.py | 40 ++++++++++++++++++++++++++--- 3 files changed, 48 insertions(+), 8 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index e343953f..9720b664 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -20,6 +20,10 @@ Upcoming Release * Files extracted from sector-coupled data bundle have been moved from ``data/`` to ``data/sector-bundle``. +* It is now possible to specify years for biomass potentials which do not exist + in the JRC-ENSPRESO database, e.g. 2037. These are linearly interpolated. + +* In pathway mode, the biomass potential is linked to the investment year. **Bugs and Compatibility** diff --git a/rules/build_sector.smk b/rules/build_sector.smk index 10a5f821..47c5a4d9 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -280,15 +280,15 @@ rule build_biomass_potentials: country_shapes=RESOURCES + "country_shapes.geojson", output: biomass_potentials_all=RESOURCES - + "biomass_potentials_all_s{simpl}_{clusters}.csv", - biomass_potentials=RESOURCES + "biomass_potentials_s{simpl}_{clusters}.csv", + + "biomass_potentials_all_s{simpl}_{clusters}_{planning_horizons}.csv", + biomass_potentials=RESOURCES + "biomass_potentials_s{simpl}_{clusters}_{planning_horizons}.csv", threads: 1 resources: mem_mb=1000, log: - LOGS + "build_biomass_potentials_s{simpl}_{clusters}.log", + LOGS + "build_biomass_potentials_s{simpl}_{clusters}_{planning_horizons}.log", benchmark: - BENCHMARKS + "build_biomass_potentials_s{simpl}_{clusters}" + BENCHMARKS + "build_biomass_potentials_s{simpl}_{clusters}_{planning_horizons}" conda: "../envs/environment.yaml" script: @@ -735,7 +735,9 @@ rule prepare_sector_network: dsm_profile=RESOURCES + "dsm_profile_s{simpl}_{clusters}.csv", co2_totals_name=RESOURCES + "co2_totals.csv", co2="data/bundle-sector/eea/UNFCCC_v23.csv", - biomass_potentials=RESOURCES + "biomass_potentials_s{simpl}_{clusters}.csv", + biomass_potentials=RESOURCES + "biomass_potentials_s{simpl}_{clusters}_" + "{}.csv".format(config["biomass"]["year"]) + if config["foresight"] == "overnight" + else RESOURCES + "biomass_potentials_s{simpl}_{clusters}_{planning_horizons}.csv", heat_profile="data/heat_load_profile_BDEW.csv", costs="data/costs_{}.csv".format(config["costs"]["year"]) if config["foresight"] == "overnight" diff --git a/scripts/build_biomass_potentials.py b/scripts/build_biomass_potentials.py index d200a78e..5c1eb31d 100644 --- a/scripts/build_biomass_potentials.py +++ b/scripts/build_biomass_potentials.py @@ -7,9 +7,15 @@ Compute biogas and solid biomass potentials for each clustered model region using data from JRC ENSPRESO. """ +import logging + +logger = logging.getLogger(__name__) import geopandas as gpd +import numpy as np import pandas as pd +AVAILABLE_BIOMASS_YEARS = [2010, 2020, 2030, 2040, 2050] + def build_nuts_population_data(year=2013): pop = pd.read_csv( @@ -208,13 +214,41 @@ if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake - snakemake = mock_snakemake("build_biomass_potentials", simpl="", clusters="5") + snakemake = mock_snakemake( + "build_biomass_potentials", + simpl="", + clusters="5", + planning_horizons=2050, + ) + overnight = snakemake.config["foresight"] == "overnight" params = snakemake.params.biomass - year = params["year"] + investment_year = int(snakemake.wildcards.planning_horizons) + year = params["year"] if overnight else investment_year scenario = params["scenario"] - enspreso = enspreso_biomass_potentials(year, scenario) + if year > 2050: + logger.info("No biomass potentials for years after 2050, using 2050.") + max_year = max(AVAILABLE_BIOMASS_YEARS) + enspreso = enspreso_biomass_potentials(max_year, scenario) + + elif year not in AVAILABLE_BIOMASS_YEARS: + before = int(np.floor(year / 10) * 10) + after = int(np.ceil(year / 10) * 10) + logger.info( + f"No biomass potentials for {year}, interpolating linearly between {before} and {after}." + ) + + enspreso_before = enspreso_biomass_potentials(before, scenario) + enspreso_after = enspreso_biomass_potentials(after, scenario) + + fraction = (year - before) / (after - before) + + enspreso = enspreso_before + fraction * (enspreso_after - enspreso_before) + + else: + logger.info(f"Using biomass potentials for {year}.") + enspreso = enspreso_biomass_potentials(year, scenario) enspreso = disaggregate_nuts0(enspreso) From 9424ec1bb8ef599ed7b766831b3823718b388219 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 26 Sep 2023 13:13:22 +0000 Subject: [PATCH 141/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/build_sector.smk | 10 +++++++--- 1 file changed, 7 insertions(+), 3 deletions(-) diff --git a/rules/build_sector.smk b/rules/build_sector.smk index 47c5a4d9..21a588be 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -281,7 +281,8 @@ rule build_biomass_potentials: output: biomass_potentials_all=RESOURCES + "biomass_potentials_all_s{simpl}_{clusters}_{planning_horizons}.csv", - biomass_potentials=RESOURCES + "biomass_potentials_s{simpl}_{clusters}_{planning_horizons}.csv", + biomass_potentials=RESOURCES + + "biomass_potentials_s{simpl}_{clusters}_{planning_horizons}.csv", threads: 1 resources: mem_mb=1000, @@ -735,9 +736,12 @@ rule prepare_sector_network: dsm_profile=RESOURCES + "dsm_profile_s{simpl}_{clusters}.csv", co2_totals_name=RESOURCES + "co2_totals.csv", co2="data/bundle-sector/eea/UNFCCC_v23.csv", - biomass_potentials=RESOURCES + "biomass_potentials_s{simpl}_{clusters}_" + "{}.csv".format(config["biomass"]["year"]) + biomass_potentials=RESOURCES + + "biomass_potentials_s{simpl}_{clusters}_" + + "{}.csv".format(config["biomass"]["year"]) if config["foresight"] == "overnight" - else RESOURCES + "biomass_potentials_s{simpl}_{clusters}_{planning_horizons}.csv", + else RESOURCES + + "biomass_potentials_s{simpl}_{clusters}_{planning_horizons}.csv", heat_profile="data/heat_load_profile_BDEW.csv", costs="data/costs_{}.csv".format(config["costs"]["year"]) if config["foresight"] == "overnight" From 0d1339b1d3fabebf22cc1f5e3bfe5fcda6677d70 Mon Sep 17 00:00:00 2001 From: virio-andreyana Date: Wed, 27 Sep 2023 08:22:28 +0200 Subject: [PATCH 142/608] add wildcard options in config for solve network --- config/config.default.yaml | 6 ++++++ doc/configtables/opts.csv | 26 +++++++++++++------------- doc/configtables/solving.csv | 5 +++++ scripts/solve_network.py | 21 ++++++++++++++------- 4 files changed, 38 insertions(+), 20 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 75de9437..620c04af 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -622,6 +622,12 @@ solving: transmission_losses: 0 linearized_unit_commitment: true horizon: 365 + + constraints: + CCL: false + EQ: false + BAU: false + SAFE: false solver: name: gurobi diff --git a/doc/configtables/opts.csv b/doc/configtables/opts.csv index 8c8a706f..b133c718 100644 --- a/doc/configtables/opts.csv +++ b/doc/configtables/opts.csv @@ -1,13 +1,13 @@ -Trigger, Description, Definition, Status -``nH``; i.e. ``2H``-``6H``, Resample the time-resolution by averaging over every ``n`` snapshots, ``prepare_network``: `average_every_nhours() `_ and its `caller `__), In active use -``nSEG``; e.g. ``4380SEG``, "Apply time series segmentation with `tsam `_ package to ``n`` adjacent snapshots of varying lengths based on capacity factors of varying renewables, hydro inflow and load.", ``prepare_network``: apply_time_segmentation(), In active use -``Co2L``, Add an overall absolute carbon-dioxide emissions limit configured in ``electricity: co2limit``. If a float is appended an overall emission limit relative to the emission level given in ``electricity: co2base`` is added (e.g. ``Co2L0.05`` limits emissisions to 5% of what is given in ``electricity: co2base``), ``prepare_network``: `add_co2limit() `_ and its `caller `__, In active use -``Ep``, Add cost for a carbon-dioxide price configured in ``costs: emission_prices: co2`` to ``marginal_cost`` of generators (other emission types listed in ``network.carriers`` possible as well), ``prepare_network``: `add_emission_prices() `_ and its `caller `__, In active use -``Ept``, Add monthly cost for a carbon-dioxide price based on historical values built by the rule ``build_monthly_prices``, In active use -``CCL``, Add minimum and maximum levels of generator nominal capacity per carrier for individual countries. These can be specified in the file linked at ``electricity: agg_p_nom_limits`` in the configuration. File defaults to ``data/agg_p_nom_minmax.csv``., ``solve_network``, In active use -``EQ``, "Require each country or node to on average produce a minimal share of its total consumption itself. Example: ``EQ0.5c`` demands each country to produce on average at least 50% of its consumption; ``EQ0.5`` demands each node to produce on average at least 50% of its consumption.", ``solve_network``, In active use -``ATK``, "Require each node to be autarkic. Example: ``ATK`` removes all lines and links. ``ATKc`` removes all cross-border lines and links.", ``prepare_network``, In active use -``BAU``, Add a per-``carrier`` minimal overall capacity; i.e. at least ``40GW`` of ``OCGT`` in Europe; configured in ``electricity: BAU_mincapacities``, ``solve_network``: `add_opts_constraints() `__, Untested -``SAFE``, Add a capacity reserve margin of a certain fraction above the peak demand to which renewable generators and storage do *not* contribute. Ignores network., ``solve_network`` `add_opts_constraints() `__, Untested -``carrier+{c|p|m}factor``,"Alter the capital cost (``c``), installable potential (``p``) or marginal costs (``m``) of a carrier by a factor. Example: ``solar+c0.5`` reduces the capital cost of solar to 50\% of original values.", ``prepare_network``, In active use -``CH4L``,"Add an overall absolute gas limit. If configured in ``electricity: gaslimit`` it is given in MWh thermal, if a float is appended, the overall gaslimit is assumed to be given in TWh thermal (e.g. ``CH4L200`` limits gas dispatch to 200 TWh termal)", ``prepare_network``: ``add_gaslimit()``, In active use +Trigger, Description, Definition, Status +``nH``; i.e. ``2H``-``6H``, Resample the time-resolution by averaging over every ``n`` snapshots, ``prepare_network``: `average_every_nhours() `_ and its `caller `__), In active use +``nSEG``; e.g. ``4380SEG``,"Apply time series segmentation with `tsam `_ package to ``n`` adjacent snapshots of varying lengths based on capacity factors of varying renewables, hydro inflow and load.", ``prepare_network``: apply_time_segmentation(), In active use +``Co2L``,Add an overall absolute carbon-dioxide emissions limit configured in ``electricity: co2limit``. If a float is appended an overall emission limit relative to the emission level given in ``electricity: co2base`` is added (e.g. ``Co2L0.05`` limits emissisions to 5% of what is given in ``electricity: co2base``), ``prepare_network``: `add_co2limit() `_ and its `caller `__, In active use +``Ep``,Add cost for a carbon-dioxide price configured in ``costs: emission_prices: co2`` to ``marginal_cost`` of generators (other emission types listed in ``network.carriers`` possible as well), ``prepare_network``: `add_emission_prices() `_ and its `caller `__, In active use +``Ept``,Add monthly cost for a carbon-dioxide price based on historical values built by the rule ``build_monthly_prices``, In active use, +``CCL``,Add minimum and maximum levels of generator nominal capacity per carrier for individual countries. These can be specified in the file linked at ``electricity: agg_p_nom_limits`` in the configuration. File defaults to ``data/agg_p_nom_minmax.csv``., ``solve_network``, In active use +``EQ``,Require each country or node to on average produce a minimal share of its total consumption itself. Example: ``EQ0.5c`` demands each country to produce on average at least 50% of its consumption; ``EQ0.5`` demands each node to produce on average at least 50% of its consumption., ``solve_network``, In active use +``ATK``,Require each node to be autarkic. Example: ``ATK`` removes all lines and links. ``ATKc`` removes all cross-border lines and links., ``prepare_network``, In active use +``BAU``,Add a per-``carrier`` minimal overall capacity; i.e. at least ``40GW`` of ``OCGT`` in Europe; configured in ``electricity: BAU_mincapacities``, ``solve_network``: `add_opts_constraints() `__, Untested +``SAFE``,Add a capacity reserve margin of a certain fraction above the peak demand to which renewable generators and storage do *not* contribute. Ignores network., ``solve_network`` `add_opts_constraints() `__, Untested +``carrier+{c|p|m}factor``,"Alter the capital cost (``c``), installable potential (``p``) or marginal costs (``m``) of a carrier by a factor. Example: ``solar+c0.5`` reduces the capital cost of solar to 50\% of original values.", ``prepare_network``, In active use +``CH4L``,"Add an overall absolute gas limit. If configured in ``electricity: gaslimit`` it is given in MWh thermal, if a float is appended, the overall gaslimit is assumed to be given in TWh thermal (e.g. ``CH4L200`` limits gas dispatch to 200 TWh termal)", ``prepare_network``: ``add_gaslimit()``, In active use diff --git a/doc/configtables/solving.csv b/doc/configtables/solving.csv index 45d50d84..344bf73f 100644 --- a/doc/configtables/solving.csv +++ b/doc/configtables/solving.csv @@ -12,6 +12,11 @@ options,,, -- transmission_losses,int,[0-9],"Add piecewise linear approximation of transmission losses based on n tangents. Defaults to 0, which means losses are ignored." -- linearized_unit_commitment,bool,"{'true','false'}",Whether to optimise using the linearized unit commitment formulation. -- horizon,--,int,Number of snapshots to consider in each iteration. Defaults to 100. +constraints ,,, +-- CCL,bool,"{'true','false'}",Add minimum and maximum levels of generator nominal capacity per carrier for individual countries. These can be specified in the file linked at ``electricity: agg_p_nom_limits`` in the configuration. File defaults to ``data/agg_p_nom_minmax.csv``. +-- EQ,bool/string,"{'false',`EQn(c| )``; i.e. ``EQ0.5``-``EQ0.7c``}",Require each country or node to on average produce a minimal share of its total consumption itself. Example: ``EQ0.5c`` demands each country to produce on average at least 50% of its consumption; ``EQ0.5`` demands each node to produce on average at least 50% of its consumption. +-- BAU,bool,"{'true','false'}",Add a per-``carrier`` minimal overall capacity; i.e. at least ``40GW`` of ``OCGT`` in Europe; configured in ``electricity: BAU_mincapacities`` +-- SAFE,bool,"{'true','false'}",Add a capacity reserve margin of a certain fraction above the peak demand to which renewable generators and storage do *not* contribute. Ignores network. solver,,, -- name,--,"One of {'gurobi', 'cplex', 'cbc', 'glpk', 'ipopt'}; potentially more possible",Solver to use for optimisation problems in the workflow; e.g. clustering and linear optimal power flow. -- options,--,Key listed under ``solver_options``.,Link to specific parameter settings. diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 836544b4..c1c170ce 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -33,7 +33,7 @@ import numpy as np import pandas as pd import pypsa import xarray as xr -from _helpers import configure_logging, update_config_with_sector_opts +from _helpers import configure_logging, update_config_with_sector_opts, get_opt logger = logging.getLogger(__name__) pypsa.pf.logger.setLevel(logging.WARNING) @@ -542,6 +542,7 @@ def add_chp_constraints(n): # back-pressure if not electric.empty: lhs = ( + p.loc[:, heat] * (n.links.efficiency[heat] * n.links.c_b[electric].values) - p.loc[:, electric] * n.links.efficiency[electric] ) @@ -580,18 +581,24 @@ def extra_functionality(n, snapshots): """ opts = n.opts config = n.config - if "BAU" in opts and n.generators.p_nom_extendable.any(): + constraints = config["solving"].get("constraints", {}) + if ("BAU" in opts or constraints.get("BAU",False)) and n.generators.p_nom_extendable.any(): add_BAU_constraints(n, config) - if "SAFE" in opts and n.generators.p_nom_extendable.any(): + if ("SAFE" in opts or constraints.get("SAFE",False)) and n.generators.p_nom_extendable.any(): add_SAFE_constraints(n, config) - if "CCL" in opts and n.generators.p_nom_extendable.any(): + if ("CCL" in opts or constraints.get("CCL",False)) and n.generators.p_nom_extendable.any(): add_CCL_constraints(n, config) + reserve = config["electricity"].get("operational_reserve", {}) if reserve.get("activate"): add_operational_reserve_margin(n, snapshots, config) - for o in opts: - if "EQ" in o: - add_EQ_constraints(n, o) + + EQ_config = constraints.get("EQ",False) + EQ_wildcard = get_opt(opts, r"^EQ+[0-9]*\.?[0-9]+(c|)") + EQ_o = EQ_wildcard or EQ_config + if EQ_o: + add_EQ_constraints(n, EQ_o) + add_battery_constraints(n) add_pipe_retrofit_constraint(n) From 1e87cf0eebd447d98676f361829bd05b898013dc Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 27 Sep 2023 06:22:55 +0000 Subject: [PATCH 143/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- config/config.default.yaml | 2 +- scripts/solve_network.py | 17 +++++++++++------ 2 files changed, 12 insertions(+), 7 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 620c04af..76490e6b 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -622,7 +622,7 @@ solving: transmission_losses: 0 linearized_unit_commitment: true horizon: 365 - + constraints: CCL: false EQ: false diff --git a/scripts/solve_network.py b/scripts/solve_network.py index c1c170ce..ca542bba 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -33,7 +33,7 @@ import numpy as np import pandas as pd import pypsa import xarray as xr -from _helpers import configure_logging, update_config_with_sector_opts, get_opt +from _helpers import configure_logging, get_opt, update_config_with_sector_opts logger = logging.getLogger(__name__) pypsa.pf.logger.setLevel(logging.WARNING) @@ -542,7 +542,6 @@ def add_chp_constraints(n): # back-pressure if not electric.empty: lhs = ( - p.loc[:, heat] * (n.links.efficiency[heat] * n.links.c_b[electric].values) - p.loc[:, electric] * n.links.efficiency[electric] ) @@ -582,18 +581,24 @@ def extra_functionality(n, snapshots): opts = n.opts config = n.config constraints = config["solving"].get("constraints", {}) - if ("BAU" in opts or constraints.get("BAU",False)) and n.generators.p_nom_extendable.any(): + if ( + "BAU" in opts or constraints.get("BAU", False) + ) and n.generators.p_nom_extendable.any(): add_BAU_constraints(n, config) - if ("SAFE" in opts or constraints.get("SAFE",False)) and n.generators.p_nom_extendable.any(): + if ( + "SAFE" in opts or constraints.get("SAFE", False) + ) and n.generators.p_nom_extendable.any(): add_SAFE_constraints(n, config) - if ("CCL" in opts or constraints.get("CCL",False)) and n.generators.p_nom_extendable.any(): + if ( + "CCL" in opts or constraints.get("CCL", False) + ) and n.generators.p_nom_extendable.any(): add_CCL_constraints(n, config) reserve = config["electricity"].get("operational_reserve", {}) if reserve.get("activate"): add_operational_reserve_margin(n, snapshots, config) - EQ_config = constraints.get("EQ",False) + EQ_config = constraints.get("EQ", False) EQ_wildcard = get_opt(opts, r"^EQ+[0-9]*\.?[0-9]+(c|)") EQ_o = EQ_wildcard or EQ_config if EQ_o: From 36fe57938c1363da47799dfbb127c9b19199c0cd Mon Sep 17 00:00:00 2001 From: ekatef Date: Wed, 27 Sep 2023 12:47:23 +0300 Subject: [PATCH 144/608] Replace pandas.append() --- scripts/build_retro_cost.py | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/scripts/build_retro_cost.py b/scripts/build_retro_cost.py index c830415e..c09e8744 100644 --- a/scripts/build_retro_cost.py +++ b/scripts/build_retro_cost.py @@ -223,7 +223,7 @@ def prepare_building_stock_data(): usecols=[0, 1, 2, 3], encoding="ISO-8859-1", ) - area_tot = area_tot.append(area_missing.unstack(level=-1).dropna().stack()) + area_tot = pd.concat([area_tot, area_missing.unstack(level=-1).dropna().stack()]) area_tot = area_tot.loc[~area_tot.index.duplicated(keep="last")] # for still missing countries calculate floor area by population size @@ -246,7 +246,7 @@ def prepare_building_stock_data(): averaged_data.index = index averaged_data["estimated"] = 1 if ct not in area_tot.index.levels[0]: - area_tot = area_tot.append(averaged_data, sort=True) + area_tot = pd.concat([area_tot, averaged_data], sort=True) else: area_tot.loc[averaged_data.index] = averaged_data @@ -272,7 +272,7 @@ def prepare_building_stock_data(): ][x["bage"]].iloc[0], axis=1, ) - data_PL_final = data_PL_final.append(data_PL) + data_PL_final = pd.concat([data_PL_final, data_PL]) u_values = pd.concat([u_values, data_PL_final]).reset_index(drop=True) @@ -966,7 +966,7 @@ def sample_dE_costs_area( .mean(level=1) .set_index(pd.MultiIndex.from_product([[ct], cost_dE.index.levels[1]])) ) - cost_dE = cost_dE.append(averaged_data) + cost_dE = pd.concat(cost_dE, averaged_data) # weights costs after construction index if construction_index: @@ -995,12 +995,12 @@ def sample_dE_costs_area( ) ) ) - cost_dE = cost_dE.append(tot).unstack().stack() + cost_dE = pd.concat(cost_dE, tot).unstack().stack() summed_area = pd.DataFrame(area_tot.groupby("country").sum()).set_index( pd.MultiIndex.from_product([area_tot.index.unique(level="country"), ["tot"]]) ) - area_tot = area_tot.append(summed_area).unstack().stack() + area_tot = pd.concat(area_tot, summed_area).unstack().stack() cost_per_saving = cost_dE["cost"] / ( 1 - cost_dE["dE"] From 89d140cd7a10fd207e1d42ed67bdd5c225bd8677 Mon Sep 17 00:00:00 2001 From: ekatef Date: Wed, 27 Sep 2023 12:51:38 +0300 Subject: [PATCH 145/608] Fix a column name in buildings data --- scripts/build_retro_cost.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_retro_cost.py b/scripts/build_retro_cost.py index c09e8744..be06d3ad 100644 --- a/scripts/build_retro_cost.py +++ b/scripts/build_retro_cost.py @@ -201,7 +201,7 @@ def prepare_building_stock_data(): # heated floor area ---------------------------------------------------------- area = building_data[ (building_data.type == "Heated area [Mm²]") - & (building_data.subsector != "Total") + & (building_data.detail != "Total") ] area_tot = area.groupby(["country", "sector"]).sum() area = pd.concat( From ce8b89d1e28c4a74d0f5dba927e1dc0645b961de Mon Sep 17 00:00:00 2001 From: ekatef Date: Wed, 27 Sep 2023 14:41:00 +0300 Subject: [PATCH 146/608] Fix structure of the grouped dataframe --- scripts/build_retro_cost.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_retro_cost.py b/scripts/build_retro_cost.py index be06d3ad..bccea3e4 100644 --- a/scripts/build_retro_cost.py +++ b/scripts/build_retro_cost.py @@ -203,7 +203,7 @@ def prepare_building_stock_data(): (building_data.type == "Heated area [Mm²]") & (building_data.detail != "Total") ] - area_tot = area.groupby(["country", "sector"]).sum() + area_tot = area[["country", "sector", "value"]].groupby(["country", "sector"]).sum() area = pd.concat( [ area, From 834f7ea14485e4031b129294fed3da7f6858574f Mon Sep 17 00:00:00 2001 From: Lukas Franken Date: Thu, 28 Sep 2023 16:19:13 +0100 Subject: [PATCH 147/608] Add dialogue to rule purge to prevent accidents (#745) --- Snakefile | 17 ++++++++++++----- doc/release_notes.rst | 1 + 2 files changed, 13 insertions(+), 5 deletions(-) diff --git a/Snakefile b/Snakefile index bc77b0df..32a1b125 100644 --- a/Snakefile +++ b/Snakefile @@ -73,12 +73,19 @@ rule all: rule purge: - message: - "Purging generated resources, results and docs. Downloads are kept." run: - rmtree("resources/", ignore_errors=True) - rmtree("results/", ignore_errors=True) - rmtree("doc/_build", ignore_errors=True) + import builtins + + do_purge = builtins.input( + "Do you really want to delete all generated resources, \nresults and docs (downloads are kept)? [y/N] " + ) + if do_purge == "y": + rmtree("resources/", ignore_errors=True) + rmtree("results/", ignore_errors=True) + rmtree("doc/_build", ignore_errors=True) + print("Purging generated resources, results and docs. Downloads are kept.") + else: + raise Exception(f"Input {do_purge}. Aborting purge.") rule dag: diff --git a/doc/release_notes.rst b/doc/release_notes.rst index e343953f..4d8c4b58 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -20,6 +20,7 @@ Upcoming Release * Files extracted from sector-coupled data bundle have been moved from ``data/`` to ``data/sector-bundle``. +* Rule ``purge`` now initiates a dialog to confirm if purge is desired. **Bugs and Compatibility** From a3a7e19b07a51ca2c0a9a8f8de4f9573a6194647 Mon Sep 17 00:00:00 2001 From: virio-andreyana Date: Thu, 28 Sep 2023 21:11:22 +0200 Subject: [PATCH 148/608] add finishing touches --- doc/configtables/snapshots.csv | 2 +- doc/configtables/solving.csv | 2 +- scripts/_helpers.py | 12 ++++++++++++ scripts/prepare_network.py | 18 ++---------------- scripts/solve_network.py | 4 ++-- 5 files changed, 18 insertions(+), 20 deletions(-) diff --git a/doc/configtables/snapshots.csv b/doc/configtables/snapshots.csv index 769e6cb0..4a3e1212 100644 --- a/doc/configtables/snapshots.csv +++ b/doc/configtables/snapshots.csv @@ -3,4 +3,4 @@ start,--,str or datetime-like; e.g. YYYY-MM-DD,Left bound of date range end,--,str or datetime-like; e.g. YYYY-MM-DD,Right bound of date range inclusive,--,"One of {'neither', 'both', ‘left’, ‘right’}","Make the time interval closed to the ``left``, ``right``, or both sides ``both`` or neither side ``None``." resolution ,--,"{false,``nH``; i.e. ``2H``-``6H``}",Resample the time-resolution by averaging over every ``n`` snapshots -segmentation,--,"{false,``nSEG``; e.g. ``4380SEG``}","Apply time series segmentation with `tsam `_ package to ``n`` adjacent snapshots of varying lengths based on capacity factors of varying renewables, hydro inflow and load." +segmentation,--,"{false,``n``; e.g. ``4380``}","Apply time series segmentation with `tsam `_ package to ``n`` adjacent snapshots of varying lengths based on capacity factors of varying renewables, hydro inflow and load." diff --git a/doc/configtables/solving.csv b/doc/configtables/solving.csv index 344bf73f..940deba9 100644 --- a/doc/configtables/solving.csv +++ b/doc/configtables/solving.csv @@ -14,7 +14,7 @@ options,,, -- horizon,--,int,Number of snapshots to consider in each iteration. Defaults to 100. constraints ,,, -- CCL,bool,"{'true','false'}",Add minimum and maximum levels of generator nominal capacity per carrier for individual countries. These can be specified in the file linked at ``electricity: agg_p_nom_limits`` in the configuration. File defaults to ``data/agg_p_nom_minmax.csv``. --- EQ,bool/string,"{'false',`EQn(c| )``; i.e. ``EQ0.5``-``EQ0.7c``}",Require each country or node to on average produce a minimal share of its total consumption itself. Example: ``EQ0.5c`` demands each country to produce on average at least 50% of its consumption; ``EQ0.5`` demands each node to produce on average at least 50% of its consumption. +-- EQ,bool/string,"{'false',`n(c| )``; i.e. ``0.5``-``0.7c``}",Require each country or node to on average produce a minimal share of its total consumption itself. Example: ``EQ0.5c`` demands each country to produce on average at least 50% of its consumption; ``EQ0.5`` demands each node to produce on average at least 50% of its consumption. -- BAU,bool,"{'true','false'}",Add a per-``carrier`` minimal overall capacity; i.e. at least ``40GW`` of ``OCGT`` in Europe; configured in ``electricity: BAU_mincapacities`` -- SAFE,bool,"{'true','false'}",Add a capacity reserve margin of a certain fraction above the peak demand to which renewable generators and storage do *not* contribute. Ignores network. solver,,, diff --git a/scripts/_helpers.py b/scripts/_helpers.py index 01349e08..559997ad 100644 --- a/scripts/_helpers.py +++ b/scripts/_helpers.py @@ -36,6 +36,18 @@ def get_opt(opts, expr, flags=None): return match.group(0) return None +def find_opt(opts, expr): + """ + Return if available the float after the expression. + """ + for o in opts: + if expr in o: + m = re.findall("[0-9]*\.?[0-9]+$", o) + if len(m) > 0: + return True, float(m[0]) + else: + return True, None + return False, None # Define a context manager to temporarily mute print statements @contextlib.contextmanager diff --git a/scripts/prepare_network.py b/scripts/prepare_network.py index 2a15cb0c..c91097ba 100755 --- a/scripts/prepare_network.py +++ b/scripts/prepare_network.py @@ -63,7 +63,7 @@ import re import numpy as np import pandas as pd import pypsa -from _helpers import configure_logging, get_opt +from _helpers import configure_logging, get_opt, find_opt from add_electricity import load_costs, update_transmission_costs from pypsa.descriptors import expand_series @@ -72,20 +72,6 @@ idx = pd.IndexSlice logger = logging.getLogger(__name__) -def find_opt(opts, expr): - """ - Return if available the float after the expression. - """ - for o in opts: - if expr in o: - m = re.findall("[0-9]*\.?[0-9]+$", o) - if len(m) > 0: - return True, float(m[0]) - else: - return True, None - return False, None - - def add_co2limit(n, co2limit, Nyears=1.0): n.add( "GlobalConstraint", @@ -320,7 +306,7 @@ if __name__ == "__main__": # segments with package tsam time_seg_config = snakemake.params.snapshots.get("segmentation", False) - time_seg_wildcard = get_opt(opts, r"^\d+seg$") + time_seg_wildcard = get_opt(opts, r"^\d+seg$")[:-3] time_seg = time_seg_wildcard or time_seg_config if time_seg: solver_name = snakemake.config["solving"]["solver"]["name"] diff --git a/scripts/solve_network.py b/scripts/solve_network.py index ca542bba..2335c86d 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -598,8 +598,8 @@ def extra_functionality(n, snapshots): if reserve.get("activate"): add_operational_reserve_margin(n, snapshots, config) - EQ_config = constraints.get("EQ", False) - EQ_wildcard = get_opt(opts, r"^EQ+[0-9]*\.?[0-9]+(c|)") + EQ_config = constraints.get("EQ",False) + EQ_wildcard = get_opt(opts, r"^EQ+[0-9]*\.?[0-9]+(c|)")[2:] EQ_o = EQ_wildcard or EQ_config if EQ_o: add_EQ_constraints(n, EQ_o) From d75b0ae8abfea19c1da69085af58003a653ac547 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 28 Sep 2023 19:11:51 +0000 Subject: [PATCH 149/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/_helpers.py | 2 ++ scripts/prepare_network.py | 2 +- scripts/solve_network.py | 2 +- 3 files changed, 4 insertions(+), 2 deletions(-) diff --git a/scripts/_helpers.py b/scripts/_helpers.py index 559997ad..a32e8f05 100644 --- a/scripts/_helpers.py +++ b/scripts/_helpers.py @@ -36,6 +36,7 @@ def get_opt(opts, expr, flags=None): return match.group(0) return None + def find_opt(opts, expr): """ Return if available the float after the expression. @@ -49,6 +50,7 @@ def find_opt(opts, expr): return True, None return False, None + # Define a context manager to temporarily mute print statements @contextlib.contextmanager def mute_print(): diff --git a/scripts/prepare_network.py b/scripts/prepare_network.py index c91097ba..7ddf805b 100755 --- a/scripts/prepare_network.py +++ b/scripts/prepare_network.py @@ -63,7 +63,7 @@ import re import numpy as np import pandas as pd import pypsa -from _helpers import configure_logging, get_opt, find_opt +from _helpers import configure_logging, find_opt, get_opt from add_electricity import load_costs, update_transmission_costs from pypsa.descriptors import expand_series diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 2335c86d..08bb51d5 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -598,7 +598,7 @@ def extra_functionality(n, snapshots): if reserve.get("activate"): add_operational_reserve_margin(n, snapshots, config) - EQ_config = constraints.get("EQ",False) + EQ_config = constraints.get("EQ", False) EQ_wildcard = get_opt(opts, r"^EQ+[0-9]*\.?[0-9]+(c|)")[2:] EQ_o = EQ_wildcard or EQ_config if EQ_o: From 9765b24c1cdc0f82ec0d800be168704c6d1e97d0 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 29 Sep 2023 06:40:23 +0000 Subject: [PATCH 150/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- Snakefile | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/Snakefile b/Snakefile index 6ca52525..83530df7 100644 --- a/Snakefile +++ b/Snakefile @@ -66,18 +66,17 @@ if config["foresight"] == "myopic": include: "rules/solve_myopic.smk" - if config["foresight"] == "perfect": include: "rules/solve_perfect.smk" + rule all: input: RESULTS + "graphs/costs.pdf", default_target: True - rule purge: run: import builtins From 4ac664b8718d36c87d655d523d8f6263d8c7e358 Mon Sep 17 00:00:00 2001 From: virio-andreyana Date: Fri, 29 Sep 2023 21:24:29 +0200 Subject: [PATCH 151/608] use .replace to fix type error --- scripts/prepare_network.py | 4 ++-- scripts/solve_network.py | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/scripts/prepare_network.py b/scripts/prepare_network.py index 7ddf805b..59668453 100755 --- a/scripts/prepare_network.py +++ b/scripts/prepare_network.py @@ -306,11 +306,11 @@ if __name__ == "__main__": # segments with package tsam time_seg_config = snakemake.params.snapshots.get("segmentation", False) - time_seg_wildcard = get_opt(opts, r"^\d+seg$")[:-3] + time_seg_wildcard = get_opt(opts, r"^\d+seg$") time_seg = time_seg_wildcard or time_seg_config if time_seg: solver_name = snakemake.config["solving"]["solver"]["name"] - n = apply_time_segmentation(n, time_seg, solver_name) + n = apply_time_segmentation(n, time_seg.replace("seg",""), solver_name) Co2L_config = snakemake.params.co2limit_enable Co2L_wildcard, co2limit_wildcard = find_opt(opts, "Co2L") diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 08bb51d5..963a85a9 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -599,10 +599,10 @@ def extra_functionality(n, snapshots): add_operational_reserve_margin(n, snapshots, config) EQ_config = constraints.get("EQ", False) - EQ_wildcard = get_opt(opts, r"^EQ+[0-9]*\.?[0-9]+(c|)")[2:] + EQ_wildcard = get_opt(opts, r"^EQ+[0-9]*\.?[0-9]+(c|)") EQ_o = EQ_wildcard or EQ_config if EQ_o: - add_EQ_constraints(n, EQ_o) + add_EQ_constraints(n, EQ_o.replace("EQ","")) add_battery_constraints(n) add_pipe_retrofit_constraint(n) From d2f8dc25fd3fa7497d3c3c8b6a7d820f593fc09b Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 29 Sep 2023 19:24:53 +0000 Subject: [PATCH 152/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_network.py | 2 +- scripts/solve_network.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/scripts/prepare_network.py b/scripts/prepare_network.py index 59668453..f2c6556e 100755 --- a/scripts/prepare_network.py +++ b/scripts/prepare_network.py @@ -310,7 +310,7 @@ if __name__ == "__main__": time_seg = time_seg_wildcard or time_seg_config if time_seg: solver_name = snakemake.config["solving"]["solver"]["name"] - n = apply_time_segmentation(n, time_seg.replace("seg",""), solver_name) + n = apply_time_segmentation(n, time_seg.replace("seg", ""), solver_name) Co2L_config = snakemake.params.co2limit_enable Co2L_wildcard, co2limit_wildcard = find_opt(opts, "Co2L") diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 963a85a9..012e440b 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -602,7 +602,7 @@ def extra_functionality(n, snapshots): EQ_wildcard = get_opt(opts, r"^EQ+[0-9]*\.?[0-9]+(c|)") EQ_o = EQ_wildcard or EQ_config if EQ_o: - add_EQ_constraints(n, EQ_o.replace("EQ","")) + add_EQ_constraints(n, EQ_o.replace("EQ", "")) add_battery_constraints(n) add_pipe_retrofit_constraint(n) From 22fe2448a4ab98d724b5222c81fb356472f0be24 Mon Sep 17 00:00:00 2001 From: lisazeyen <35347358+lisazeyen@users.noreply.github.com> Date: Sat, 30 Sep 2023 08:14:54 +0200 Subject: [PATCH 153/608] Update scripts/solve_network.py Co-authored-by: Fabian Hofmann --- scripts/solve_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index e353acd8..25e5e70e 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -194,7 +194,7 @@ def add_co2_sequestration_limit(n, config, limit=200): limit = float(o[o.find("seq") + 3 :]) * 1e6 break - if config["foresight"] == "perfect": + if not n.investment_periods.empty: periods = n.investment_periods names = pd.Index([f"co2_sequestration_limit-{period}" for period in periods]) else: From 08f1a0f313eebe31b96d77861b0e81bca98bb066 Mon Sep 17 00:00:00 2001 From: lisazeyen <35347358+lisazeyen@users.noreply.github.com> Date: Sat, 30 Sep 2023 08:22:41 +0200 Subject: [PATCH 154/608] remove comments for newer data version --- scripts/plot_summary.py | 3 --- 1 file changed, 3 deletions(-) diff --git a/scripts/plot_summary.py b/scripts/plot_summary.py index 672e371b..7fe482d2 100644 --- a/scripts/plot_summary.py +++ b/scripts/plot_summary.py @@ -385,9 +385,6 @@ def historical_emissions(countries): e["waste management"] = "5 - Waste management" e["other"] = "6 - Other Sector" e["indirect"] = "ind_CO2 - Indirect CO2" - # e["total wL"] = "Total (with LULUCF)" - # e["total woL"] = "Total (without LULUCF)" - e["other LULUCF"] = "4.H - Other LULUCF" pol = ["CO2"] # ["All greenhouse gases - (CO2 equivalent)"] From 213cec729cff15c6322d2a02e1cfa658169a7cf6 Mon Sep 17 00:00:00 2001 From: lisazeyen <35347358+lisazeyen@users.noreply.github.com> Date: Sat, 30 Sep 2023 08:45:40 +0200 Subject: [PATCH 155/608] remove unrelated changes --- config/config.perfect.yaml | 1 - 1 file changed, 1 deletion(-) diff --git a/config/config.perfect.yaml b/config/config.perfect.yaml index a833e3c7..84c10cb0 100644 --- a/config/config.perfect.yaml +++ b/config/config.perfect.yaml @@ -1,4 +1,3 @@ -# SPDX-FileCopyrightText: : 2017-2023 The PyPSA-Eur Authors # # SPDX-License-Identifier: CC0-1.0 From 4422bf48dab681fbbc0dba119865422dfa215442 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 3 Oct 2023 00:42:10 +0000 Subject: [PATCH 156/608] [pre-commit.ci] pre-commit autoupdate MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit updates: - [github.com/codespell-project/codespell: v2.2.5 → v2.2.6](https://github.com/codespell-project/codespell/compare/v2.2.5...v2.2.6) --- .pre-commit-config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 42ade435..803eb61f 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -30,7 +30,7 @@ repos: # Find common spelling mistakes in comments and docstrings - repo: https://github.com/codespell-project/codespell - rev: v2.2.5 + rev: v2.2.6 hooks: - id: codespell args: ['--ignore-regex="(\b[A-Z]+\b)"', '--ignore-words-list=fom,appartment,bage,ore,setis,tabacco,berfore'] # Ignore capital case words, e.g. country codes From 117a7c1f78eb413677277b61ea3556c291ce5f01 Mon Sep 17 00:00:00 2001 From: lisazeyen <35347358+lisazeyen@users.noreply.github.com> Date: Wed, 4 Oct 2023 16:04:57 +0200 Subject: [PATCH 157/608] update pypsa version to 0.25.2 --- envs/environment.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/envs/environment.yaml b/envs/environment.yaml index bc48eee2..09c209a6 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -56,4 +56,4 @@ dependencies: - pip: - git+https://github.com/fneum/tsam.git@performance - - pypsa>=0.25.1 + - pypsa>=0.25.2 From 58aa3c03dc929391992b5172e1791fdb253346b4 Mon Sep 17 00:00:00 2001 From: Fabian Date: Wed, 4 Oct 2023 17:23:32 +0200 Subject: [PATCH 158/608] revert removal of apt_packages --- .readthedocs.yml | 2 ++ doc/requirements.txt | 1 - 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/.readthedocs.yml b/.readthedocs.yml index ef3c4b0c..30684052 100644 --- a/.readthedocs.yml +++ b/.readthedocs.yml @@ -8,6 +8,8 @@ build: os: ubuntu-22.04 tools: python: "3.11" + apt_packages: + - graphviz python: install: diff --git a/doc/requirements.txt b/doc/requirements.txt index de3ed4e8..3e760c81 100644 --- a/doc/requirements.txt +++ b/doc/requirements.txt @@ -7,7 +7,6 @@ sphinx sphinx_book_theme sphinxcontrib-bibtex myst-parser # recommark is deprecated, https://stackoverflow.com/a/71660856/13573820 -graphviz pypsa powerplantmatching>=0.5.5 From f5fb307f8947e3515b475855db1a50bcf53819f2 Mon Sep 17 00:00:00 2001 From: Fabian Date: Wed, 4 Oct 2023 17:31:46 +0200 Subject: [PATCH 159/608] fix type, expand codespell ignore list --- .pre-commit-config.yaml | 2 +- scripts/build_line_rating.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 803eb61f..94a332b5 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -33,7 +33,7 @@ repos: rev: v2.2.6 hooks: - id: codespell - args: ['--ignore-regex="(\b[A-Z]+\b)"', '--ignore-words-list=fom,appartment,bage,ore,setis,tabacco,berfore'] # Ignore capital case words, e.g. country codes + args: ['--ignore-regex="(\b[A-Z]+\b)"', '--ignore-words-list=fom,appartment,bage,ore,setis,tabacco,berfore,vor'] # Ignore capital case words, e.g. country codes types_or: [python, rst, markdown] files: ^(scripts|doc)/ diff --git a/scripts/build_line_rating.py b/scripts/build_line_rating.py index 7f842d43..d3a970bd 100755 --- a/scripts/build_line_rating.py +++ b/scripts/build_line_rating.py @@ -41,7 +41,7 @@ The following heat gains and losses are considered: - heat gain through resistive losses - heat gain through solar radiation -- heat loss through radiation of the trasnmission line +- heat loss through radiation of the transmission line - heat loss through forced convection with wind - heat loss through natural convection From 608faf773ae0e9730323be5b22bd4c0b6288dbe8 Mon Sep 17 00:00:00 2001 From: Fabian Date: Wed, 4 Oct 2023 18:19:08 +0200 Subject: [PATCH 160/608] renew dag for tutorial.rst --- doc/tutorial.rst | 159 ++++++++++++++++++++++------------------------- 1 file changed, 76 insertions(+), 83 deletions(-) diff --git a/doc/tutorial.rst b/doc/tutorial.rst index f0ded3fb..40c1907c 100644 --- a/doc/tutorial.rst +++ b/doc/tutorial.rst @@ -133,89 +133,82 @@ This triggers a workflow of multiple preceding jobs that depend on each rule's i graph[bgcolor=white, margin=0]; node[shape=box, style=rounded, fontname=sans, fontsize=10, penwidth=2]; edge[penwidth=2, color=grey]; - 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1 -> 0 - 2 -> 1 - 20 -> 1 - 3 -> 2 - 20 -> 2 - 4 -> 3 - 20 -> 3 - 5 -> 4 - 20 -> 4 - 11 -> 4 - 6 -> 5 - 13 -> 5 - 17 -> 5 - 18 -> 5 - 19 -> 5 - 7 -> 5 - 20 -> 5 - 11 -> 5 - 21 -> 5 - 9 -> 5 - 22 -> 5 - 8 -> 5 - 7 -> 6 - 9 -> 6 - 10 -> 6 - 8 -> 6 - 11 -> 6 - 12 -> 6 - 8 -> 7 - 9 -> 8 - 8 -> 11 - 7 -> 11 - 7 -> 13 - 9 -> 13 - 10 -> 13 - 14 -> 13 - 8 -> 13 - 11 -> 13 - 12 -> 13 - 15 -> 14 - 12 -> 14 - 16 -> 14 - 7 -> 17 - 9 -> 17 - 10 -> 17 - 14 -> 17 - 8 -> 17 - 11 -> 17 - 12 -> 17 - 7 -> 18 - 9 -> 18 - 10 -> 18 - 8 -> 18 - 11 -> 18 - 16 -> 18 - 8 -> 19 - 12 -> 19 - 7 -> 21 - 23 -> 22 + 0[label = "solve_network", color = "0.33 0.6 0.85", style="rounded"]; + 1[label = "prepare_network\nll: copt\nopts: Co2L-24H", color = "0.03 0.6 0.85", style="rounded"]; + 2[label = "add_extra_components", color = "0.45 0.6 0.85", style="rounded"]; + 3[label = "cluster_network\nclusters: 6", color = "0.46 0.6 0.85", style="rounded"]; + 4[label = "simplify_network\nsimpl: ", color = "0.52 0.6 0.85", style="rounded"]; + 5[label = "add_electricity", color = "0.55 0.6 0.85", style="rounded"]; + 6[label = "build_renewable_profiles\ntechnology: solar", color = "0.15 0.6 0.85", style="rounded"]; + 7[label = "base_network", color = "0.37 0.6 0.85", style="rounded,dashed"]; + 8[label = "build_shapes", color = "0.07 0.6 0.85", style="rounded,dashed"]; + 9[label = "retrieve_databundle", color = "0.60 0.6 0.85", style="rounded"]; + 10[label = "retrieve_natura_raster", color = "0.42 0.6 0.85", style="rounded"]; + 11[label = "build_bus_regions", color = "0.09 0.6 0.85", style="rounded,dashed"]; + 12[label = "build_renewable_profiles\ntechnology: onwind", color = "0.15 0.6 0.85", style="rounded"]; + 13[label = "build_renewable_profiles\ntechnology: offwind-ac", color = "0.15 0.6 0.85", style="rounded"]; + 14[label = "build_ship_raster", color = "0.02 0.6 0.85", style="rounded"]; + 15[label = "retrieve_ship_raster", color = "0.40 0.6 0.85", style="rounded"]; + 16[label = "build_renewable_profiles\ntechnology: offwind-dc", color = "0.15 0.6 0.85", style="rounded"]; + 17[label = "build_line_rating", color = "0.32 0.6 0.85", style="rounded"]; + 18[label = "retrieve_cost_data\nyear: 2030", color = "0.50 0.6 0.85", style="rounded"]; + 19[label = "build_powerplants", color = "0.64 0.6 0.85", style="rounded,dashed"]; + 20[label = "build_electricity_demand", color = "0.13 0.6 0.85", style="rounded,dashed"]; + 21[label = "retrieve_electricity_demand", color = "0.31 0.6 0.85", style="rounded"]; + 22[label = "copy_config", color = "0.23 0.6 0.85", style="rounded"]; + 1 -> 0 + 22 -> 0 + 2 -> 1 + 18 -> 1 + 3 -> 2 + 18 -> 2 + 4 -> 3 + 18 -> 3 + 5 -> 4 + 18 -> 4 + 11 -> 4 + 6 -> 5 + 12 -> 5 + 13 -> 5 + 16 -> 5 + 7 -> 5 + 17 -> 5 + 18 -> 5 + 11 -> 5 + 19 -> 5 + 9 -> 5 + 20 -> 5 + 8 -> 5 + 7 -> 6 + 9 -> 6 + 10 -> 6 + 8 -> 6 + 11 -> 6 + 8 -> 7 + 9 -> 8 + 8 -> 11 + 7 -> 11 + 7 -> 12 + 9 -> 12 + 10 -> 12 + 8 -> 12 + 11 -> 12 + 7 -> 13 + 9 -> 13 + 10 -> 13 + 14 -> 13 + 8 -> 13 + 11 -> 13 + 15 -> 14 + 7 -> 16 + 9 -> 16 + 10 -> 16 + 14 -> 16 + 8 -> 16 + 11 -> 16 + 7 -> 17 + 7 -> 19 + 21 -> 20 } | From 345331c301a49087812d00ee760a8709105d7bea Mon Sep 17 00:00:00 2001 From: Fabian Date: Wed, 4 Oct 2023 18:21:13 +0200 Subject: [PATCH 161/608] reinsert graphviz to requirements.txt --- .readthedocs.yml | 2 -- doc/requirements.txt | 1 + 2 files changed, 1 insertion(+), 2 deletions(-) diff --git a/.readthedocs.yml b/.readthedocs.yml index 30684052..ef3c4b0c 100644 --- a/.readthedocs.yml +++ b/.readthedocs.yml @@ -8,8 +8,6 @@ build: os: ubuntu-22.04 tools: python: "3.11" - apt_packages: - - graphviz python: install: diff --git a/doc/requirements.txt b/doc/requirements.txt index 3e760c81..de3ed4e8 100644 --- a/doc/requirements.txt +++ b/doc/requirements.txt @@ -7,6 +7,7 @@ sphinx sphinx_book_theme sphinxcontrib-bibtex myst-parser # recommark is deprecated, https://stackoverflow.com/a/71660856/13573820 +graphviz pypsa powerplantmatching>=0.5.5 From 18e4099ece6420c12ba108093de993381080d419 Mon Sep 17 00:00:00 2001 From: Fabian Date: Thu, 5 Oct 2023 09:58:25 +0200 Subject: [PATCH 162/608] re-reconvert graphviz installation --- .readthedocs.yml | 2 ++ doc/requirements.txt | 1 - 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/.readthedocs.yml b/.readthedocs.yml index ef3c4b0c..30684052 100644 --- a/.readthedocs.yml +++ b/.readthedocs.yml @@ -8,6 +8,8 @@ build: os: ubuntu-22.04 tools: python: "3.11" + apt_packages: + - graphviz python: install: diff --git a/doc/requirements.txt b/doc/requirements.txt index de3ed4e8..3e760c81 100644 --- a/doc/requirements.txt +++ b/doc/requirements.txt @@ -7,7 +7,6 @@ sphinx sphinx_book_theme sphinxcontrib-bibtex myst-parser # recommark is deprecated, https://stackoverflow.com/a/71660856/13573820 -graphviz pypsa powerplantmatching>=0.5.5 From be0214be1348a89b96e1db2d99ffb2f7169a4ee6 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Thu, 5 Oct 2023 11:23:14 +0200 Subject: [PATCH 163/608] simplify config --- config/config.perfect.yaml | 957 +------------------------------------ 1 file changed, 5 insertions(+), 952 deletions(-) diff --git a/config/config.perfect.yaml b/config/config.perfect.yaml index 84c10cb0..f355763c 100644 --- a/config/config.perfect.yaml +++ b/config/config.perfect.yaml @@ -1,28 +1,8 @@ +# SPDX-FileCopyrightText: : 2017-2023 The PyPSA-Eur Authors # # SPDX-License-Identifier: CC0-1.0 - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#top-level-configuration -version: 0.8.1 -tutorial: false - -logging: - level: INFO - format: '%(levelname)s:%(name)s:%(message)s' - -private: - keys: - entsoe_api: - -remote: - ssh: "" - path: "" - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#run run: - name: "test_methanolisation_shorterlifetime" - disable_progressbar: false - shared_resources: true - shared_cutouts: true + name: "perfect" # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#foresight foresight: perfect @@ -34,18 +14,13 @@ scenario: - '' ll: - v1.0 -# - v1.5 clusters: - 37 -# - 128 -# - 256 -# - 512 - #- 1024 opts: - '' sector_opts: - - 1p7-4380H-T-H-B-I-A-solar+p3-dist1 - 1p5-4380H-T-H-B-I-A-solar+p3-dist1 + - 1p7-4380H-T-H-B-I-A-solar+p3-dist1 - 2p0-4380H-T-H-B-I-A-solar+p3-dist1 planning_horizons: - 2020 @@ -53,938 +28,16 @@ scenario: - 2040 - 2050 -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#countries -countries: ['AL', 'AT', 'BA', 'BE', 'BG', 'CH', 'CZ', 'DE', 'DK', 'EE', 'ES', 'FI', 'FR', 'GB', 'GR', 'HR', 'HU', 'IE', 'IT', 'LT', 'LU', 'LV', 'ME', 'MK', 'NL', 'NO', 'PL', 'PT', 'RO', 'RS', 'SE', 'SI', 'SK'] - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#snapshots -snapshots: - start: "2013-01-01" - end: "2014-01-01" - inclusive: 'left' - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#enable -enable: - retrieve: auto - prepare_links_p_nom: false - retrieve_databundle: true - retrieve_sector_databundle: true - retrieve_cost_data: true - build_cutout: false - retrieve_cutout: true - build_natura_raster: false - retrieve_natura_raster: true - custom_busmap: false # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#co2-budget co2_budget: - 2020: 0.701 - 2025: 0.524 - 2030: 0.297 - 2035: 0.150 - 2040: 0.071 - 2045: 0.032 - 2050: 0.000 - # update of IPCC 6th AR compared to the 1.5SR. (discussed here: https://twitter.com/JoeriRogelj/status/1424743828339167233) 1p5: 34.2 # 25.7 # Budget in Gt CO2 for 1.5 for Europe, global 420 Gt, assuming per capita share 1p6: 43.259666 # 35 # Budget in Gt CO2 for 1.6 for Europe, global 580 Gt 1p7: 51.4 # 45 # Budget in Gt CO2 for 1.7 for Europe, global 800 Gt 2p0: 69.778 # 73.9 # Budget in Gt CO2 for 2 for Europe, global 1170 Gt -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#electricity -electricity: - voltages: [220., 300., 380.] - gaslimit: false - co2limit: 7.75e+7 - co2base: 1.487e+9 - agg_p_nom_limits: data/agg_p_nom_minmax.csv - operational_reserve: - activate: false - epsilon_load: 0.02 - epsilon_vres: 0.02 - contingency: 4000 - - max_hours: - battery: 6 - H2: 168 - - extendable_carriers: - Generator: [solar, onwind, offwind-ac, offwind-dc, OCGT] - StorageUnit: [] # battery, H2 - Store: [battery, H2] - Link: [] # H2 pipeline - - powerplants_filter: (DateOut >= 2022 or DateOut != DateOut) - custom_powerplants: false - - conventional_carriers: [nuclear, oil, OCGT, CCGT, coal, lignite, geothermal, biomass] - renewable_carriers: [solar, onwind, offwind-ac, offwind-dc, hydro] - - estimate_renewable_capacities: - enable: true - from_opsd: true - year: 2020 - expansion_limit: false - technology_mapping: - Offshore: [offwind-ac, offwind-dc] - Onshore: [onwind] - PV: [solar] - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#atlite -atlite: - default_cutout: europe-2013-era5 - nprocesses: 1 - show_progress: false - cutouts: - # use 'base' to determine geographical bounds and time span from config - # base: - # module: era5 - europe-2013-era5: - module: era5 # in priority order - x: [-12., 35.] - y: [33., 72] - dx: 0.3 - dy: 0.3 - time: ['2013', '2013'] - europe-2013-sarah: - module: [sarah, era5] # in priority order - x: [-12., 45.] - y: [33., 65] - dx: 0.2 - dy: 0.2 - time: ['2013', '2013'] - sarah_interpolate: false - sarah_dir: - features: [influx, temperature] - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#renewable -renewable: - onwind: - cutout: europe-2013-era5 - resource: - method: wind - turbine: Vestas_V112_3MW - capacity_per_sqkm: 3 - # correction_factor: 0.93 - corine: - grid_codes: [12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 32] - distance: 1000 - distance_grid_codes: [1, 2, 3, 4, 5, 6] - natura: true - excluder_resolution: 100 - potential: simple # or conservative - clip_p_max_pu: 1.e-2 - offwind-ac: - cutout: europe-2013-era5 - resource: - method: wind - turbine: NREL_ReferenceTurbine_5MW_offshore - capacity_per_sqkm: 2 - correction_factor: 0.8855 - corine: [44, 255] - natura: true - ship_threshold: 400 - max_depth: 50 - max_shore_distance: 30000 - excluder_resolution: 200 - potential: simple # or conservative - clip_p_max_pu: 1.e-2 - offwind-dc: - cutout: europe-2013-era5 - resource: - method: wind - turbine: NREL_ReferenceTurbine_5MW_offshore - capacity_per_sqkm: 2 - correction_factor: 0.8855 - corine: [44, 255] - natura: true - ship_threshold: 400 - max_depth: 50 - min_shore_distance: 30000 - excluder_resolution: 200 - potential: simple # or conservative - clip_p_max_pu: 1.e-2 - solar: - cutout: europe-2013-sarah - resource: - method: pv - panel: CSi - orientation: - slope: 35. - azimuth: 180. - capacity_per_sqkm: 1.7 - # correction_factor: 0.854337 - corine: [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 26, 31, 32] - natura: true - excluder_resolution: 100 - potential: simple # or conservative - clip_p_max_pu: 1.e-2 - hydro: - cutout: europe-2013-era5 - carriers: [ror, PHS, hydro] - PHS_max_hours: 6 - hydro_max_hours: "energy_capacity_totals_by_country" # one of energy_capacity_totals_by_country, estimate_by_large_installations or a float - flatten_dispatch: false - flatten_dispatch_buffer: 0.2 - clip_min_inflow: 1.0 - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#conventional -conventional: - unit_commitment: false - dynamic_fuel_price: false - nuclear: - p_max_pu: "data/nuclear_p_max_pu.csv" # float of file name - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#lines -lines: - types: - 220.: "Al/St 240/40 2-bundle 220.0" - 300.: "Al/St 240/40 3-bundle 300.0" - 380.: "Al/St 240/40 4-bundle 380.0" - s_max_pu: 0.7 - s_nom_max: .inf - max_extension: .inf - length_factor: 1.25 - under_construction: 'zero' # 'zero': set capacity to zero, 'remove': remove, 'keep': with full capacity - dynamic_line_rating: - activate: false - cutout: europe-2013-era5 - correction_factor: 0.95 - max_voltage_difference: false - max_line_rating: false - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#links -links: - p_max_pu: 1.0 - p_nom_max: .inf - max_extension: .inf - include_tyndp: true - under_construction: 'zero' # 'zero': set capacity to zero, 'remove': remove, 'keep': with full capacity - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#transformers -transformers: - x: 0.1 - s_nom: 2000. - type: '' - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#load -load: - power_statistics: true - interpolate_limit: 3 - time_shift_for_large_gaps: 1w - manual_adjustments: true # false - scaling_factor: 1.0 - -# docs -# TODO: PyPSA-Eur merge issue in prepare_sector_network.py -# regulate what components with which carriers are kept from PyPSA-Eur; -# some technologies are removed because they are implemented differently -# (e.g. battery or H2 storage) or have different year-dependent costs -# in PyPSA-Eur-Sec -pypsa_eur: - Bus: - - AC - Link: - - DC - Generator: - - onwind - - offwind-ac - - offwind-dc - - solar - - ror - StorageUnit: - - PHS - - hydro - Store: [] - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#energy -energy: - energy_totals_year: 2011 - base_emissions_year: 1990 - eurostat_report_year: 2016 - emissions: CO2 - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#biomass -biomass: - year: 2030 - scenario: ENS_Med - classes: - solid biomass: - - Agricultural waste - - Fuelwood residues - - Secondary Forestry residues - woodchips - - Sawdust - - Residues from landscape care - - Municipal waste - not included: - - Sugar from sugar beet - - Rape seed - - "Sunflower, soya seed " - - Bioethanol barley, wheat, grain maize, oats, other cereals and rye - - Miscanthus, switchgrass, RCG - - Willow - - Poplar - - FuelwoodRW - - C&P_RW - biogas: - - Manure solid, liquid - - Sludge - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#solar-thermal -solar_thermal: - clearsky_model: simple # should be "simple" or "enhanced"? - orientation: - slope: 45. - azimuth: 180. - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#existing-capacities -existing_capacities: - grouping_years_power: [1980, 1985, 1990, 1995, 2000, 2005, 2010, 2015, 2020, 2025, 2030] - grouping_years_heat: [1980, 1985, 1990, 1995, 2000, 2005, 2010, 2015, 2019] # these should not extend 2020 - threshold_capacity: 10 - conventional_carriers: - - lignite - - coal - - oil - - uranium - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#sector sector: - district_heating: - potential: 0.6 - progress: - 2020: 0.0 - 2030: 0.3 - 2040: 0.6 - 2050: 1.0 - district_heating_loss: 0.15 - cluster_heat_buses: false - bev_dsm_restriction_value: 0.75 - bev_dsm_restriction_time: 7 - transport_heating_deadband_upper: 20. - transport_heating_deadband_lower: 15. - ICE_lower_degree_factor: 0.375 - ICE_upper_degree_factor: 1.6 - EV_lower_degree_factor: 0.98 - EV_upper_degree_factor: 0.63 - bev_dsm: true - bev_availability: 0.5 - bev_energy: 0.05 - bev_charge_efficiency: 0.9 - bev_plug_to_wheel_efficiency: 0.2 - bev_charge_rate: 0.011 - bev_avail_max: 0.95 - bev_avail_mean: 0.8 - v2g: true - land_transport_fuel_cell_share: - 2020: 0 - 2030: 0.05 - 2040: 0.1 - 2050: 0.15 - land_transport_electric_share: - 2020: 0 - 2030: 0.25 - 2040: 0.6 - 2050: 0.85 - land_transport_ice_share: - 2020: 1 - 2030: 0.7 - 2040: 0.3 - 2050: 0 - transport_fuel_cell_efficiency: 0.5 - transport_internal_combustion_efficiency: 0.3 - agriculture_machinery_electric_share: 0 - agriculture_machinery_oil_share: 1 - agriculture_machinery_fuel_efficiency: 0.7 - agriculture_machinery_electric_efficiency: 0.3 - MWh_MeOH_per_MWh_H2: 0.8787 - MWh_MeOH_per_tCO2: 4.0321 - MWh_MeOH_per_MWh_e: 3.6907 - shipping_hydrogen_liquefaction: false - shipping_hydrogen_share: - 2020: 0 - 2030: 0 - 2040: 0 - 2050: 0 - shipping_methanol_share: - 2020: 0.0 - 2030: 0.3 - 2040: 0.7 - 2050: 1 - shipping_oil_share: - 2020: 1.0 - 2030: 0.7 - 2040: 0.3 - 2050: 0 - shipping_methanol_efficiency: 0.46 - shipping_oil_efficiency: 0.40 - aviation_demand_factor: 1. - HVC_demand_factor: 1. - time_dep_hp_cop: true - heat_pump_sink_T: 55. - reduce_space_heat_exogenously: true - reduce_space_heat_exogenously_factor: - 2020: 0.10 # this results in a space heat demand reduction of 10% - 2025: 0.09 # first heat demand increases compared to 2020 because of larger floor area per capita - 2030: 0.09 - 2035: 0.11 - 2040: 0.16 - 2045: 0.21 - 2050: 0.29 - retrofitting: - retro_endogen: false - cost_factor: 1.0 - interest_rate: 0.04 - annualise_cost: true - tax_weighting: false - construction_index: true - tes: true - tes_tau: - decentral: 3 - central: 180 - boilers: true - oil_boilers: false - biomass_boiler: true - chp: true - micro_chp: false - solar_thermal: true - solar_cf_correction: 0.788457 # = >>> 1/1.2683 - marginal_cost_storage: 0. #1e-4 - methanation: true - helmeth: false - coal_cc: false - dac: true - co2_vent: false - allam_cycle: false - hydrogen_fuel_cell: true - hydrogen_turbine: false - SMR: true - regional_co2_sequestration_potential: - enable: false - attribute: 'conservative estimate Mt' - include_onshore: false - min_size: 3 - max_size: 25 - years_of_storage: 25 - co2_sequestration_potential: 200 - co2_sequestration_cost: 10 - co2_sequestration_lifetime: 50 - co2_spatial: false - co2network: false - cc_fraction: 0.9 - hydrogen_underground_storage: true - hydrogen_underground_storage_locations: - # - onshore # more than 50 km from sea - - nearshore # within 50 km of sea - # - offshore - ammonia: false - min_part_load_fischer_tropsch: 0 # 0.9 - min_part_load_methanolisation: 0 # 0.5 - use_fischer_tropsch_waste_heat: true - use_fuel_cell_waste_heat: true - use_electrolysis_waste_heat: false - electricity_distribution_grid: true - electricity_distribution_grid_cost_factor: 1.0 - electricity_grid_connection: true - H2_network: true - gas_network: false - H2_retrofit: false - H2_retrofit_capacity_per_CH4: 0.6 - gas_network_connectivity_upgrade: 1 - gas_distribution_grid: true - gas_distribution_grid_cost_factor: 1.0 - biomass_spatial: false - biomass_transport: false - conventional_generation: - OCGT: gas - biomass_to_liquid: false - biosng: false - limit_max_growth: - enable: true - # allowing 30% larger than max historic growth - factor: 1.3 - max_growth: # unit GW - onwind: 16 # onshore max grow so far 16 GW in Europe https://www.iea.org/reports/renewables-2020/wind - solar: 28 # solar max grow so far 28 GW in Europe https://www.iea.org/reports/renewables-2020/solar-pv - offwind-ac: 35 # offshore max grow so far 3.5 GW in Europe https://windeurope.org/about-wind/statistics/offshore/european-offshore-wind-industry-key-trends-statistics-2019/ - offwind-dc: 35 - max_relative_growth: - onwind: 3 - solar: 3 - offwind-ac: 3 - offwind-dc: 3 - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#industry -industry: - St_primary_fraction: - 2020: 0.6 - 2025: 0.55 - 2030: 0.5 - 2035: 0.45 - 2040: 0.4 - 2045: 0.35 - 2050: 0.3 - DRI_fraction: - 2020: 0 - 2025: 0 - 2030: 0.05 - 2035: 0.2 - 2040: 0.4 - 2045: 0.7 - 2050: 1 - H2_DRI: 1.7 - elec_DRI: 0.322 - Al_primary_fraction: - 2020: 0.4 - 2025: 0.375 - 2030: 0.35 - 2035: 0.325 - 2040: 0.3 - 2045: 0.25 - 2050: 0.2 - MWh_NH3_per_tNH3: 5.166 - MWh_CH4_per_tNH3_SMR: 10.8 - MWh_elec_per_tNH3_SMR: 0.7 - MWh_H2_per_tNH3_electrolysis: 6.5 - MWh_elec_per_tNH3_electrolysis: 1.17 - MWh_NH3_per_MWh_H2_cracker: 1.46 # https://github.com/euronion/trace/blob/44a5ff8401762edbef80eff9cfe5a47c8d3c8be4/data/efficiencies.csv - NH3_process_emissions: 24.5 - petrochemical_process_emissions: 25.5 - HVC_primary_fraction: 1. - HVC_mechanical_recycling_fraction: 0. - HVC_chemical_recycling_fraction: 0. - HVC_production_today: 52. - MWh_elec_per_tHVC_mechanical_recycling: 0.547 - MWh_elec_per_tHVC_chemical_recycling: 6.9 - chlorine_production_today: 9.58 - MWh_elec_per_tCl: 3.6 - MWh_H2_per_tCl: -0.9372 - methanol_production_today: 1.5 - MWh_elec_per_tMeOH: 0.167 - MWh_CH4_per_tMeOH: 10.25 - hotmaps_locate_missing: false - reference_year: 2015 - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#costs -costs: - year: 2030 - social_discountrate: 0.02 - version: v0.6.0 - rooftop_share: 0.14 # based on the potentials, assuming (0.1 kW/m2 and 10 m2/person) - fill_values: - FOM: 0 - VOM: 0 - efficiency: 1 - fuel: 0 - investment: 0 - lifetime: 25 - "CO2 intensity": 0 - "discount rate": 0.07 - # Marginal and capital costs can be overwritten - # capital_cost: - # onwind: 500 - marginal_cost: - solar: 0.01 - onwind: 0.015 - offwind: 0.015 - hydro: 0. - H2: 0. - electrolysis: 0. - fuel cell: 0. - battery: 0. - battery inverter: 0. - emission_prices: - co2: 0. - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#clustering -clustering: - simplify_network: - to_substations: false - algorithm: kmeans # choose from: [hac, kmeans] - feature: solar+onwind-time - exclude_carriers: [] - remove_stubs: true - remove_stubs_across_borders: true - cluster_network: - algorithm: kmeans - feature: solar+onwind-time - exclude_carriers: [] - consider_efficiency_classes: false - aggregation_strategies: - generators: - committable: any - ramp_limit_up: max - ramp_limit_down: max - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#solving -solving: - #tmpdir: "path/to/tmp" - options: - clip_p_max_pu: 1.e-2 - load_shedding: true - noisy_costs: true - skip_iterations: true - rolling_horizon: false - seed: 123 - # options that go into the optimize function - track_iterations: false - min_iterations: 4 - max_iterations: 6 - transmission_losses: 0 - linearized_unit_commitment: true - horizon: 365 - - solver: - name: gurobi - options: gurobi-default - - solver_options: - highs-default: - # refer to https://ergo-code.github.io/HiGHS/options/definitions.html#solver - threads: 4 - solver: "ipm" - run_crossover: "off" - small_matrix_value: 1e-6 - large_matrix_value: 1e9 - primal_feasibility_tolerance: 1e-5 - dual_feasibility_tolerance: 1e-5 - ipm_optimality_tolerance: 1e-4 - parallel: "on" - random_seed: 123 - gurobi-default: - threads: 4 - method: 2 # barrier - crossover: 0 - BarConvTol: 1.e-6 - Seed: 123 - AggFill: 0 - PreDual: 0 - GURO_PAR_BARDENSETHRESH: 200 - gurobi-numeric-focus: - name: gurobi - NumericFocus: 3 # Favour numeric stability over speed - method: 2 # barrier - crossover: 0 # do not use crossover - BarHomogeneous: 1 # Use homogeneous barrier if standard does not converge - BarConvTol: 1.e-5 - FeasibilityTol: 1.e-4 - OptimalityTol: 1.e-4 - ObjScale: -0.5 - threads: 8 - Seed: 123 - gurobi-fallback: # Use gurobi defaults - name: gurobi - crossover: 0 - method: 2 # barrier - BarHomogeneous: 1 # Use homogeneous barrier if standard does not converge - BarConvTol: 1.e-5 - FeasibilityTol: 1.e-5 - OptimalityTol: 1.e-5 - Seed: 123 - threads: 8 - cplex-default: - threads: 4 - lpmethod: 4 # barrier - solutiontype: 2 # non basic solution, ie no crossover - barrier.convergetol: 1.e-5 - feasopt.tolerance: 1.e-6 - cbc-default: {} # Used in CI - glpk-default: {} # Used in CI - - mem: 30000 #memory in MB; 20 GB enough for 50+B+I+H2; 100 GB for 181+B+I+H2 - walltime: "12:00:00" - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#plotting -plotting: - map: - boundaries: [-11, 30, 34, 71] - color_geomap: - ocean: white - land: white - eu_node_location: - x: -5.5 - y: 46. - costs_max: 1000 - costs_threshold: 1 - energy_max: 20000 - energy_min: -20000 - energy_threshold: 50. - - nice_names: - OCGT: "Open-Cycle Gas" - CCGT: "Combined-Cycle Gas" - offwind-ac: "Offshore Wind (AC)" - offwind-dc: "Offshore Wind (DC)" - onwind: "Onshore Wind" - solar: "Solar" - PHS: "Pumped Hydro Storage" - hydro: "Reservoir & Dam" - battery: "Battery Storage" - H2: "Hydrogen Storage" - lines: "Transmission Lines" - ror: "Run of River" - ac: "AC" - dc: "DC" - - tech_colors: - # wind - onwind: "#235ebc" - onshore wind: "#235ebc" - offwind: "#6895dd" - offshore wind: "#6895dd" - offwind-ac: "#6895dd" - offshore wind (AC): "#6895dd" - offshore wind ac: "#6895dd" - offwind-dc: "#74c6f2" - offshore wind (DC): "#74c6f2" - offshore wind dc: "#74c6f2" - # water - hydro: '#298c81' - hydro reservoir: '#298c81' - ror: '#3dbfb0' - run of river: '#3dbfb0' - hydroelectricity: '#298c81' - PHS: '#51dbcc' - hydro+PHS: "#08ad97" - wave: '#a7d4cf' - # solar - solar: "#f9d002" - solar PV: "#f9d002" - solar thermal: '#ffbf2b' - residential rural solar thermal: '#f1c069' - services rural solar thermal: '#eabf61' - residential urban decentral solar thermal: '#e5bc5a' - services urban decentral solar thermal: '#dfb953' - urban central solar thermal: '#d7b24c' - solar rooftop: '#ffea80' - # gas - OCGT: '#e0986c' - OCGT marginal: '#e0986c' - OCGT-heat: '#e0986c' - gas boiler: '#db6a25' - gas boilers: '#db6a25' - gas boiler marginal: '#db6a25' - residential rural gas boiler: '#d4722e' - residential urban decentral gas boiler: '#cb7a36' - services rural gas boiler: '#c4813f' - services urban decentral gas boiler: '#ba8947' - urban central gas boiler: '#b0904f' - gas: '#e05b09' - fossil gas: '#e05b09' - natural gas: '#e05b09' - biogas to gas: '#e36311' - CCGT: '#a85522' - CCGT marginal: '#a85522' - allam: '#B98F76' - gas for industry co2 to atmosphere: '#692e0a' - gas for industry co2 to stored: '#8a3400' - gas for industry: '#853403' - gas for industry CC: '#692e0a' - gas pipeline: '#ebbca0' - gas pipeline new: '#a87c62' - # oil - oil: '#c9c9c9' - imported oil: '#c9c9c9' - oil boiler: '#adadad' - residential rural oil boiler: '#a9a9a9' - services rural oil boiler: '#a5a5a5' - residential urban decentral oil boiler: '#a1a1a1' - urban central oil boiler: '#9d9d9d' - services urban decentral oil boiler: '#999999' - agriculture machinery oil: '#949494' - shipping oil: "#808080" - land transport oil: '#afafaf' - # nuclear - Nuclear: '#ff8c00' - Nuclear marginal: '#ff8c00' - nuclear: '#ff8c00' - uranium: '#ff8c00' - # coal - Coal: '#545454' - coal: '#545454' - Coal marginal: '#545454' - solid: '#545454' - Lignite: '#826837' - lignite: '#826837' - Lignite marginal: '#826837' - # biomass - biogas: '#e3d37d' - biomass: '#baa741' - solid biomass: '#baa741' - solid biomass transport: '#baa741' - solid biomass for industry: '#7a6d26' - solid biomass for industry CC: '#47411c' - solid biomass for industry co2 from atmosphere: '#736412' - solid biomass for industry co2 to stored: '#47411c' - urban central solid biomass CHP: '#9d9042' - urban central solid biomass CHP CC: '#6c5d28' - biomass boiler: '#8A9A5B' - residential rural biomass boiler: '#a1a066' - residential urban decentral biomass boiler: '#b0b87b' - services rural biomass boiler: '#c6cf98' - services urban decentral biomass boiler: '#dde5b5' - biomass to liquid: '#32CD32' - BioSNG: '#123456' - # power transmission - lines: '#6c9459' - transmission lines: '#6c9459' - electricity distribution grid: '#97ad8c' - low voltage: '#97ad8c' - # electricity demand - Electric load: '#110d63' - electric demand: '#110d63' - electricity: '#110d63' - industry electricity: '#2d2a66' - industry new electricity: '#2d2a66' - agriculture electricity: '#494778' - # battery + EVs - battery: '#ace37f' - battery storage: '#ace37f' - battery charger: '#88a75b' - battery discharger: '#5d4e29' - home battery: '#80c944' - home battery storage: '#80c944' - home battery charger: '#5e8032' - home battery discharger: '#3c5221' - BEV charger: '#baf238' - V2G: '#e5ffa8' - land transport EV: '#baf238' - Li ion: '#baf238' - # hot water storage - water tanks: '#e69487' - residential rural water tanks: '#f7b7a3' - services rural water tanks: '#f3afa3' - residential urban decentral water tanks: '#f2b2a3' - services urban decentral water tanks: '#f1b4a4' - urban central water tanks: '#e9977d' - hot water storage: '#e69487' - hot water charging: '#e8998b' - urban central water tanks charger: '#b57a67' - residential rural water tanks charger: '#b4887c' - residential urban decentral water tanks charger: '#b39995' - services rural water tanks charger: '#b3abb0' - services urban decentral water tanks charger: '#b3becc' - hot water discharging: '#e99c8e' - urban central water tanks discharger: '#b9816e' - residential rural water tanks discharger: '#ba9685' - residential urban decentral water tanks discharger: '#baac9e' - services rural water tanks discharger: '#bbc2b8' - services urban decentral water tanks discharger: '#bdd8d3' - # heat demand - Heat load: '#cc1f1f' - heat: '#cc1f1f' - heat demand: '#cc1f1f' - rural heat: '#ff5c5c' - residential rural heat: '#ff7c7c' - services rural heat: '#ff9c9c' - central heat: '#cc1f1f' - urban central heat: '#d15959' - decentral heat: '#750606' - residential urban decentral heat: '#a33c3c' - services urban decentral heat: '#cc1f1f' - low-temperature heat for industry: '#8f2727' - process heat: '#ff0000' - agriculture heat: '#d9a5a5' - # heat supply - heat pumps: '#2fb537' - heat pump: '#2fb537' - air heat pump: '#36eb41' - residential urban decentral air heat pump: '#48f74f' - services urban decentral air heat pump: '#5af95d' - urban central air heat pump: '#6cfb6b' - ground heat pump: '#2fb537' - residential rural ground heat pump: '#48f74f' - services rural ground heat pump: '#5af95d' - Ambient: '#98eb9d' - CHP: '#8a5751' - urban central gas CHP: '#8d5e56' - CHP CC: '#634643' - urban central gas CHP CC: '#6e4e4c' - CHP heat: '#8a5751' - CHP electric: '#8a5751' - district heating: '#e8beac' - resistive heater: '#d8f9b8' - residential rural resistive heater: '#bef5b5' - residential urban decentral resistive heater: '#b2f1a9' - services rural resistive heater: '#a5ed9d' - services urban decentral resistive heater: '#98e991' - urban central resistive heater: '#8cdf85' - retrofitting: '#8487e8' - building retrofitting: '#8487e8' - # hydrogen - H2 for industry: "#f073da" - H2 for shipping: "#ebaee0" - H2: '#bf13a0' - hydrogen: '#bf13a0' - retrofitted H2 boiler: '#e5a0d9' - SMR: '#870c71' - SMR CC: '#4f1745' - H2 liquefaction: '#d647bd' - hydrogen storage: '#bf13a0' - H2 Store: '#bf13a0' - H2 storage: '#bf13a0' - land transport fuel cell: '#6b3161' - H2 pipeline: '#f081dc' - H2 pipeline retrofitted: '#ba99b5' - H2 Fuel Cell: '#c251ae' - H2 fuel cell: '#c251ae' - H2 turbine: '#991f83' - H2 Electrolysis: '#ff29d9' - H2 electrolysis: '#ff29d9' - # ammonia - NH3: '#46caf0' - ammonia: '#46caf0' - ammonia store: '#00ace0' - ammonia cracker: '#87d0e6' - Haber-Bosch: '#076987' - # syngas - Sabatier: '#9850ad' - methanation: '#c44ce6' - methane: '#c44ce6' - helmeth: '#e899ff' - # synfuels - Fischer-Tropsch: '#25c49a' - liquid: '#25c49a' - kerosene for aviation: '#a1ffe6' - naphtha for industry: '#57ebc4' - methanolisation: '#83d6d5' - methanol: '#468c8b' - shipping methanol: '#468c8b' - # co2 - CC: '#f29dae' - CCS: '#f29dae' - CO2 sequestration: '#f29dae' - DAC: '#ff5270' - co2 stored: '#f2385a' - co2: '#f29dae' - co2 vent: '#ffd4dc' - CO2 pipeline: '#f5627f' - # emissions - process emissions CC: '#000000' - process emissions: '#222222' - process emissions to stored: '#444444' - process emissions to atmosphere: '#888888' - oil emissions: '#aaaaaa' - shipping oil emissions: "#555555" - shipping methanol emissions: '#666666' - land transport oil emissions: '#777777' - agriculture machinery oil emissions: '#333333' - # other - shipping: '#03a2ff' - power-to-heat: '#2fb537' - power-to-gas: '#c44ce6' - power-to-H2: '#ff29d9' - power-to-liquid: '#25c49a' - gas-to-power/heat: '#ee8340' - waste: '#e3d37d' - other: '#000000' - geothermal: '#ba91b1' - AC: "#70af1d" - AC-AC: "#70af1d" - AC line: "#70af1d" - links: "#8a1caf" - HVDC links: "#8a1caf" - DC: "#8a1caf" - DC-DC: "#8a1caf" - DC link: "#8a1caf" + min_part_load_fischer_tropsch: 0 + min_part_load_methanolisation: 0 From 1eed747bde6ebb55786a26d01194b45c6376db7c Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Thu, 5 Oct 2023 12:03:06 +0200 Subject: [PATCH 164/608] remove spelling mistakes --- scripts/_benchmark.py | 18 +++--------------- scripts/plot_summary.py | 2 +- scripts/prepare_perfect_foresight.py | 4 ++-- 3 files changed, 6 insertions(+), 18 deletions(-) diff --git a/scripts/_benchmark.py b/scripts/_benchmark.py index ba49ddc5..4e3413e9 100644 --- a/scripts/_benchmark.py +++ b/scripts/_benchmark.py @@ -1,19 +1,7 @@ # -*- coding: utf-8 -*- - -## Copyright 2015-2017 Frankfurt Institute for Advanced Studies - -## This program is free software; you can redistribute it and/or -## modify it under the terms of the GNU General Public License as -## published by the Free Software Foundation; either version 3 of the -## License, or (at your option) any later version. - -## This program is distributed in the hope that it will be useful, -## but WITHOUT ANY WARRANTY; without even the implied warranty of -## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the -## GNU General Public License for more details. - -## You should have received a copy of the GNU General Public License -## along with this program. If not, see . +# SPDX-FileCopyrightText: : 2020-2023 The PyPSA-Eur Authors +# +# SPDX-License-Identifier: MIT """ """ diff --git a/scripts/plot_summary.py b/scripts/plot_summary.py index 7fe482d2..86f40225 100644 --- a/scripts/plot_summary.py +++ b/scripts/plot_summary.py @@ -553,7 +553,7 @@ def plot_carbon_budget_distribution(input_eurostat): markersize=12, markerfacecolor="black", markeredgecolor="black", - label="EU commited target", + label="EU committed target", ) for col in co2_cap.columns: diff --git a/scripts/prepare_perfect_foresight.py b/scripts/prepare_perfect_foresight.py index d71deab4..ca94dedc 100644 --- a/scripts/prepare_perfect_foresight.py +++ b/scripts/prepare_perfect_foresight.py @@ -200,7 +200,7 @@ def concat_networks(years): else: # this is to avoid adding multiple times assets with - # infinit lifetime as ror + # infinite lifetime as ror cols = pnl_year.columns.difference(pnl[k].columns) pnl[k] = pd.concat([pnl[k], pnl_year[cols]], axis=1) @@ -233,7 +233,7 @@ def adjust_stores(n): Make sure that stores still behave cyclic over one year and not whole modelling horizon. """ - # cylclic constraint + # cyclic constraint cyclic_i = n.stores[n.stores.e_cyclic].index n.stores.loc[cyclic_i, "e_cyclic_per_period"] = True n.stores.loc[cyclic_i, "e_cyclic"] = False From 679d09c1701635761eebfcab1ae9be5eaaf249b2 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Sun, 8 Oct 2023 11:10:09 +0200 Subject: [PATCH 165/608] follow-up to #637: remove duplicate code and update tsam version --- envs/environment.yaml | 2 +- scripts/add_brownfield.py | 1 - scripts/add_existing_baseyear.py | 1 - scripts/build_industrial_distribution_key.py | 18 ------------------ scripts/make_summary_perfect.py | 1 - scripts/plot_network.py | 1 - scripts/plot_statistics.py | 2 -- scripts/plot_summary.py | 1 - scripts/prepare_network.py | 1 - scripts/prepare_perfect_foresight.py | 1 - scripts/solve_network.py | 1 - 11 files changed, 1 insertion(+), 29 deletions(-) diff --git a/envs/environment.yaml b/envs/environment.yaml index 09c209a6..840ded99 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -55,5 +55,5 @@ dependencies: - pip: - - git+https://github.com/fneum/tsam.git@performance + - tsam>=2.3.1 - pypsa>=0.25.2 diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index 597792c0..05a78725 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -124,7 +124,6 @@ def add_brownfield(n, n_p, year): n.links.loc[new_pipes, "p_nom_min"] = 0.0 -# %% if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index 01c69997..39caf9f3 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -622,7 +622,6 @@ def add_heating_capacities_installed_before_baseyear( n.mremove("Link", links_i) -# %% if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake diff --git a/scripts/build_industrial_distribution_key.py b/scripts/build_industrial_distribution_key.py index 888a1a96..b86d47c2 100644 --- a/scripts/build_industrial_distribution_key.py +++ b/scripts/build_industrial_distribution_key.py @@ -96,23 +96,6 @@ def prepare_hotmaps_database(regions): gdf.rename(columns={"index_right": "bus"}, inplace=True) gdf["country"] = gdf.bus.str[:2] - # the .sjoin can lead to duplicates if a geom is in two regions - if gdf.index.duplicated().any(): - import pycountry - - # get all duplicated entries - duplicated_i = gdf.index[gdf.index.duplicated()] - # convert from raw data country name to iso-2-code - s = df.loc[duplicated_i, "Country"].apply( - lambda x: pycountry.countries.lookup(x).alpha_2 - ) - # Get a boolean mask where gdf's country column matches s's values for the same index - mask = gdf["country"] == gdf.index.map(s) - # Filter gdf using the mask - gdf_filtered = gdf[mask] - # concat not duplicated and filtered gdf - gdf = pd.concat([gdf.drop(duplicated_i), gdf_filtered]).sort_index() - # the .sjoin can lead to duplicates if a geom is in two overlapping regions if gdf.index.duplicated().any(): # get all duplicated entries @@ -164,7 +147,6 @@ def build_nodal_distribution_key(hotmaps, regions, countries): return keys -# %% if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake diff --git a/scripts/make_summary_perfect.py b/scripts/make_summary_perfect.py index 1a3391a9..df2d6990 100644 --- a/scripts/make_summary_perfect.py +++ b/scripts/make_summary_perfect.py @@ -706,7 +706,6 @@ def to_csv(df): df[key].to_csv(snakemake.output[key]) -# %% if __name__ == "__main__": # Detect running outside of snakemake and mock snakemake for testing if "snakemake" not in globals(): diff --git a/scripts/plot_network.py b/scripts/plot_network.py index c0b35411..0796e6df 100644 --- a/scripts/plot_network.py +++ b/scripts/plot_network.py @@ -1065,7 +1065,6 @@ def plot_map_perfect( ) -# %% if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake diff --git a/scripts/plot_statistics.py b/scripts/plot_statistics.py index 1e75203f..b2728931 100644 --- a/scripts/plot_statistics.py +++ b/scripts/plot_statistics.py @@ -33,8 +33,6 @@ if __name__ == "__main__": lambda s: s != "", "lightgrey" ) - # %% - def rename_index(ds): specific = ds.index.map(lambda x: f"{x[1]}\n({x[0]})") generic = ds.index.get_level_values("carrier") diff --git a/scripts/plot_summary.py b/scripts/plot_summary.py index 86f40225..5d723510 100644 --- a/scripts/plot_summary.py +++ b/scripts/plot_summary.py @@ -568,7 +568,6 @@ def plot_carbon_budget_distribution(input_eurostat): plt.savefig(path, bbox_inches="tight") -# %% if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake diff --git a/scripts/prepare_network.py b/scripts/prepare_network.py index a5a00a3c..90d6ed2e 100755 --- a/scripts/prepare_network.py +++ b/scripts/prepare_network.py @@ -274,7 +274,6 @@ def set_line_nom_max( n.links.p_nom_max.clip(upper=p_nom_max_set, inplace=True) -# %% if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake diff --git a/scripts/prepare_perfect_foresight.py b/scripts/prepare_perfect_foresight.py index ca94dedc..c65d9cdb 100644 --- a/scripts/prepare_perfect_foresight.py +++ b/scripts/prepare_perfect_foresight.py @@ -495,7 +495,6 @@ def set_temporal_aggregation_SEG(n, opts, solver_name): return n -# %% if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 25e5e70e..cd6f3d5f 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -852,7 +852,6 @@ def solve_network(n, config, solving, opts="", **kwargs): return n -# %% if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake From 3c36c60bdd3289a00db29d757405ce973e0f7818 Mon Sep 17 00:00:00 2001 From: Sourcery AI <> Date: Sun, 8 Oct 2023 09:20:36 +0000 Subject: [PATCH 166/608] 'Refactored by Sourcery' --- scripts/_helpers.py | 5 +- scripts/add_brownfield.py | 19 ++++---- scripts/add_electricity.py | 44 ++++++++---------- scripts/add_existing_baseyear.py | 46 +++++++++++-------- scripts/base_network.py | 10 +--- scripts/build_energy_totals.py | 10 ++-- scripts/build_gas_network.py | 16 +++---- ...ustrial_energy_demand_per_country_today.py | 4 +- scripts/build_line_rating.py | 6 +-- scripts/build_powerplants.py | 3 +- scripts/build_retro_cost.py | 23 +++++----- scripts/build_salt_cavern_potentials.py | 8 ++-- scripts/build_shapes.py | 4 +- scripts/build_transport_demand.py | 12 ++--- scripts/cluster_network.py | 4 +- scripts/make_summary.py | 27 ++++------- scripts/make_summary_perfect.py | 16 +++---- scripts/plot_network.py | 23 ++++------ scripts/plot_summary.py | 11 ++--- scripts/plot_validation_cross_border_flows.py | 19 +++----- scripts/prepare_perfect_foresight.py | 14 +++--- scripts/prepare_sector_network.py | 22 +++------ scripts/simplify_network.py | 28 ++++++----- scripts/solve_network.py | 29 +++++------- scripts/solve_operations_network.py | 7 ++- 25 files changed, 180 insertions(+), 230 deletions(-) diff --git a/scripts/_helpers.py b/scripts/_helpers.py index fc7bc9e0..9362cfbb 100644 --- a/scripts/_helpers.py +++ b/scripts/_helpers.py @@ -303,10 +303,7 @@ def generate_periodic_profiles(dt_index, nodes, weekly_profile, localize=None): def parse(l): - if len(l) == 1: - return yaml.safe_load(l[0]) - else: - return {l.pop(0): parse(l)} + return yaml.safe_load(l[0]) if len(l) == 1 else {l.pop(0): parse(l)} def update_config_with_sector_opts(config, sector_opts): diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index 597792c0..2e0dad17 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -42,11 +42,11 @@ def add_brownfield(n, n_p, year): # since CHP heat Link is proportional to CHP electric Link, make sure threshold is compatible chp_heat = c.df.index[ ( - c.df[attr + "_nom_extendable"] + c.df[f"{attr}_nom_extendable"] & c.df.index.str.contains("urban central") - & c.df.index.str.contains("CHP") - & c.df.index.str.contains("heat") ) + & c.df.index.str.contains("CHP") + & c.df.index.str.contains("heat") ] threshold = snakemake.params.threshold_capacity @@ -60,21 +60,22 @@ def add_brownfield(n, n_p, year): ) n_p.mremove( c.name, - chp_heat[c.df.loc[chp_heat, attr + "_nom_opt"] < threshold_chp_heat], + chp_heat[ + c.df.loc[chp_heat, f"{attr}_nom_opt"] < threshold_chp_heat + ], ) n_p.mremove( c.name, c.df.index[ - c.df[attr + "_nom_extendable"] - & ~c.df.index.isin(chp_heat) - & (c.df[attr + "_nom_opt"] < threshold) + (c.df[f"{attr}_nom_extendable"] & ~c.df.index.isin(chp_heat)) + & (c.df[f"{attr}_nom_opt"] < threshold) ], ) # copy over assets but fix their capacity - c.df[attr + "_nom"] = c.df[attr + "_nom_opt"] - c.df[attr + "_nom_extendable"] = False + c.df[f"{attr}_nom"] = c.df[f"{attr}_nom_opt"] + c.df[f"{attr}_nom_extendable"] = False n.import_components_from_dataframe(c.df, c.name) diff --git a/scripts/add_electricity.py b/scripts/add_electricity.py index 782b873c..2bb0a6bb 100755 --- a/scripts/add_electricity.py +++ b/scripts/add_electricity.py @@ -293,24 +293,23 @@ def attach_load(n, regions, load, nuts3_shapes, countries, scaling=1.0): l = opsd_load[cntry] if len(group) == 1: return pd.DataFrame({group.index[0]: l}) - else: - nuts3_cntry = nuts3.loc[nuts3.country == cntry] - transfer = shapes_to_shapes(group, nuts3_cntry.geometry).T.tocsr() - gdp_n = pd.Series( - transfer.dot(nuts3_cntry["gdp"].fillna(1.0).values), index=group.index - ) - pop_n = pd.Series( - transfer.dot(nuts3_cntry["pop"].fillna(1.0).values), index=group.index - ) + nuts3_cntry = nuts3.loc[nuts3.country == cntry] + transfer = shapes_to_shapes(group, nuts3_cntry.geometry).T.tocsr() + gdp_n = pd.Series( + transfer.dot(nuts3_cntry["gdp"].fillna(1.0).values), index=group.index + ) + pop_n = pd.Series( + transfer.dot(nuts3_cntry["pop"].fillna(1.0).values), index=group.index + ) - # relative factors 0.6 and 0.4 have been determined from a linear - # regression on the country to continent load data - factors = normed(0.6 * normed(gdp_n) + 0.4 * normed(pop_n)) - return pd.DataFrame( - factors.values * l.values[:, np.newaxis], - index=l.index, - columns=factors.index, - ) + # relative factors 0.6 and 0.4 have been determined from a linear + # regression on the country to continent load data + factors = normed(0.6 * normed(gdp_n) + 0.4 * normed(pop_n)) + return pd.DataFrame( + factors.values * l.values[:, np.newaxis], + index=l.index, + columns=factors.index, + ) load = pd.concat( [ @@ -435,7 +434,7 @@ def attach_conventional_generators( ppl = ( ppl.query("carrier in @carriers") .join(costs, on="carrier", rsuffix="_r") - .rename(index=lambda s: "C" + str(s)) + .rename(index=lambda s: f"C{str(s)}") ) ppl["efficiency"] = ppl.efficiency.fillna(ppl.efficiency_r) @@ -512,7 +511,7 @@ def attach_hydro(n, costs, ppl, profile_hydro, hydro_capacities, carriers, **par ppl = ( ppl.query('carrier == "hydro"') .reset_index(drop=True) - .rename(index=lambda s: str(s) + " hydro") + .rename(index=lambda s: f"{str(s)} hydro") ) ror = ppl.query('technology == "Run-Of-River"') phs = ppl.query('technology == "Pumped Storage"') @@ -609,16 +608,13 @@ def attach_hydro(n, costs, ppl, profile_hydro, hydro_capacities, carriers, **par ) if not missing_countries.empty: logger.warning( - "Assuming max_hours=6 for hydro reservoirs in the countries: {}".format( - ", ".join(missing_countries) - ) + f'Assuming max_hours=6 for hydro reservoirs in the countries: {", ".join(missing_countries)}' ) hydro_max_hours = hydro.max_hours.where( hydro.max_hours > 0, hydro.country.map(max_hours_country) ).fillna(6) - flatten_dispatch = params.get("flatten_dispatch", False) - if flatten_dispatch: + if flatten_dispatch := params.get("flatten_dispatch", False): buffer = params.get("flatten_dispatch_buffer", 0.2) average_capacity_factor = inflow_t[hydro.index].mean() / hydro["p_nom"] p_max_pu = (average_capacity_factor + buffer).clip(upper=1) diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index 01c69997..60a3b203 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -45,7 +45,7 @@ def add_build_year_to_new_assets(n, baseyear): # add -baseyear to name rename = pd.Series(c.df.index, c.df.index) - rename[assets] += "-" + str(baseyear) + rename[assets] += f"-{str(baseyear)}" c.df.rename(index=rename, inplace=True) # rename time-dependent @@ -252,7 +252,7 @@ def add_power_capacities_installed_before_baseyear(n, grouping_years, costs, bas if "m" in snakemake.wildcards.clusters: for ind in new_capacity.index: # existing capacities are split evenly among regions in every country - inv_ind = [i for i in inv_busmap[ind]] + inv_ind = list(inv_busmap[ind]) # for offshore the splitting only includes coastal regions inv_ind = [ @@ -545,13 +545,19 @@ def add_heating_capacities_installed_before_baseyear( bus0=nodes[name], bus1=nodes[name] + " " + name + " heat", carrier=name + " resistive heater", - efficiency=costs.at[name_type + " resistive heater", "efficiency"], - capital_cost=costs.at[name_type + " resistive heater", "efficiency"] - * costs.at[name_type + " resistive heater", "fixed"], - p_nom=0.5 - * nodal_df[f"{heat_type} resistive heater"][nodes[name]] - * ratio - / costs.at[name_type + " resistive heater", "efficiency"], + efficiency=costs.at[ + f"{name_type} resistive heater", "efficiency" + ], + capital_cost=( + costs.at[f"{name_type} resistive heater", "efficiency"] + * costs.at[f"{name_type} resistive heater", "fixed"] + ), + p_nom=( + 0.5 + * nodal_df[f"{heat_type} resistive heater"][nodes[name]] + * ratio + / costs.at[f"{name_type} resistive heater", "efficiency"] + ), build_year=int(grouping_year), lifetime=costs.at[costs_name, "lifetime"], ) @@ -564,16 +570,20 @@ def add_heating_capacities_installed_before_baseyear( bus1=nodes[name] + " " + name + " heat", bus2="co2 atmosphere", carrier=name + " gas boiler", - efficiency=costs.at[name_type + " gas boiler", "efficiency"], + efficiency=costs.at[f"{name_type} gas boiler", "efficiency"], efficiency2=costs.at["gas", "CO2 intensity"], - capital_cost=costs.at[name_type + " gas boiler", "efficiency"] - * costs.at[name_type + " gas boiler", "fixed"], - p_nom=0.5 - * nodal_df[f"{heat_type} gas boiler"][nodes[name]] - * ratio - / costs.at[name_type + " gas boiler", "efficiency"], + capital_cost=( + costs.at[f"{name_type} gas boiler", "efficiency"] + * costs.at[f"{name_type} gas boiler", "fixed"] + ), + p_nom=( + 0.5 + * nodal_df[f"{heat_type} gas boiler"][nodes[name]] + * ratio + / costs.at[f"{name_type} gas boiler", "efficiency"] + ), build_year=int(grouping_year), - lifetime=costs.at[name_type + " gas boiler", "lifetime"], + lifetime=costs.at[f"{name_type} gas boiler", "lifetime"], ) n.madd( @@ -593,7 +603,7 @@ def add_heating_capacities_installed_before_baseyear( * ratio / costs.at["decentral oil boiler", "efficiency"], build_year=int(grouping_year), - lifetime=costs.at[name_type + " gas boiler", "lifetime"], + lifetime=costs.at[f"{name_type} gas boiler", "lifetime"], ) # delete links with p_nom=nan corresponding to extra nodes in country diff --git a/scripts/base_network.py b/scripts/base_network.py index b4ac1d8c..b453ab5f 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -151,9 +151,7 @@ def _load_buses_from_eg(eg_buses, europe_shape, config_elec): buses.v_nom.isin(config_elec["voltages"]) | buses.v_nom.isnull() ) logger.info( - "Removing buses with voltages {}".format( - pd.Index(buses.v_nom.unique()).dropna().difference(config_elec["voltages"]) - ) + f'Removing buses with voltages {pd.Index(buses.v_nom.unique()).dropna().difference(config_elec["voltages"])}' ) return pd.DataFrame(buses.loc[buses_in_europe_b & buses_with_v_nom_to_keep_b]) @@ -460,11 +458,7 @@ def _remove_unconnected_components(network): components_to_remove = component_sizes.iloc[1:] logger.info( - "Removing {} unconnected network components with less than {} buses. In total {} buses.".format( - len(components_to_remove), - components_to_remove.max(), - components_to_remove.sum(), - ) + f"Removing {len(components_to_remove)} unconnected network components with less than {components_to_remove.max()} buses. In total {components_to_remove.sum()} buses." ) return network[component == component_sizes.index[0]] diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index 891c4e2a..6f9585c1 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -172,8 +172,6 @@ def build_swiss(year): def idees_per_country(ct, year, base_dir): - ct_totals = {} - ct_idees = idees_rename.get(ct, ct) fn_residential = f"{base_dir}/JRC-IDEES-2015_Residential_{ct_idees}.xlsx" fn_tertiary = f"{base_dir}/JRC-IDEES-2015_Tertiary_{ct_idees}.xlsx" @@ -183,11 +181,11 @@ def idees_per_country(ct, year, base_dir): df = pd.read_excel(fn_residential, "RES_hh_fec", index_col=0)[year] - ct_totals["total residential space"] = df["Space heating"] - rows = ["Advanced electric heating", "Conventional electric heating"] - ct_totals["electricity residential space"] = df[rows].sum() - + ct_totals = { + "total residential space": df["Space heating"], + "electricity residential space": df[rows].sum(), + } ct_totals["total residential water"] = df.at["Water heating"] assert df.index[23] == "Electricity" diff --git a/scripts/build_gas_network.py b/scripts/build_gas_network.py index 23f58caa..92e686cd 100644 --- a/scripts/build_gas_network.py +++ b/scripts/build_gas_network.py @@ -29,25 +29,25 @@ def diameter_to_capacity(pipe_diameter_mm): Based on p.15 of https://gasforclimate2050.eu/wp-content/uploads/2020/07/2020_European-Hydrogen-Backbone_Report.pdf """ - # slopes definitions - m0 = (1500 - 0) / (500 - 0) m1 = (5000 - 1500) / (600 - 500) m2 = (11250 - 5000) / (900 - 600) - m3 = (21700 - 11250) / (1200 - 900) - - # intercept - a0 = 0 a1 = -16000 a2 = -7500 - a3 = -20100 - if pipe_diameter_mm < 500: + # slopes definitions + m0 = (1500 - 0) / (500 - 0) + # intercept + a0 = 0 return a0 + m0 * pipe_diameter_mm elif pipe_diameter_mm < 600: return a1 + m1 * pipe_diameter_mm elif pipe_diameter_mm < 900: return a2 + m2 * pipe_diameter_mm else: + m3 = (21700 - 11250) / (1200 - 900) + + a3 = -20100 + return a3 + m3 * pipe_diameter_mm diff --git a/scripts/build_industrial_energy_demand_per_country_today.py b/scripts/build_industrial_energy_demand_per_country_today.py index 9ca0d003..d1c672f1 100644 --- a/scripts/build_industrial_energy_demand_per_country_today.py +++ b/scripts/build_industrial_energy_demand_per_country_today.py @@ -167,9 +167,7 @@ def industrial_energy_demand(countries, year): with mp.Pool(processes=nprocesses) as pool: demand_l = list(tqdm(pool.imap(func, countries), **tqdm_kwargs)) - demand = pd.concat(demand_l, keys=countries) - - return demand + return pd.concat(demand_l, keys=countries) if __name__ == "__main__": diff --git a/scripts/build_line_rating.py b/scripts/build_line_rating.py index d3a970bd..032ba39c 100755 --- a/scripts/build_line_rating.py +++ b/scripts/build_line_rating.py @@ -83,8 +83,7 @@ def calculate_resistance(T, R_ref, T_ref=293, alpha=0.00403): ------- Resistance of at given temperature. """ - R = R_ref * (1 + alpha * (T - T_ref)) - return R + return R_ref * (1 + alpha * (T - T_ref)) def calculate_line_rating(n, cutout): @@ -125,13 +124,12 @@ def calculate_line_rating(n, cutout): R = calculate_resistance(T=353, R_ref=R) Imax = cutout.line_rating(shapes, R, D=0.0218, Ts=353, epsilon=0.8, alpha=0.8) line_factor = relevant_lines.eval("v_nom * n_bundle * num_parallel") / 1e3 # in mW - da = xr.DataArray( + return xr.DataArray( data=np.sqrt(3) * Imax * line_factor.values.reshape(-1, 1), attrs=dict( description="Maximal possible power in MW for given line considering line rating" ), ) - return da if __name__ == "__main__": diff --git a/scripts/build_powerplants.py b/scripts/build_powerplants.py index 24eed6de..d6553663 100755 --- a/scripts/build_powerplants.py +++ b/scripts/build_powerplants.py @@ -146,8 +146,7 @@ if __name__ == "__main__": ppl, snakemake.input.custom_powerplants, custom_ppl_query ) - countries_wo_ppl = set(countries) - set(ppl.Country.unique()) - if countries_wo_ppl: + if countries_wo_ppl := set(countries) - set(ppl.Country.unique()): logging.warning(f"No powerplants known in: {', '.join(countries_wo_ppl)}") substations = n.buses.query("substation_lv") diff --git a/scripts/build_retro_cost.py b/scripts/build_retro_cost.py index c830415e..7a3e3e6e 100644 --- a/scripts/build_retro_cost.py +++ b/scripts/build_retro_cost.py @@ -609,12 +609,14 @@ def calculate_costs(u_values, l, cost_retro, window_assumptions): / x.A_C_Ref if x.name[3] != "Window" else ( - window_cost(x["new_U_{}".format(l)], cost_retro, window_assumptions) - * x.A_element + ( + window_cost(x[f"new_U_{l}"], cost_retro, window_assumptions) + * x.A_element + ) / x.A_C_Ref - if x.value > window_limit(float(l), window_assumptions) - else 0 - ), + ) + if x.value > window_limit(float(l), window_assumptions) + else 0, axis=1, ) @@ -739,12 +741,12 @@ def calculate_heat_losses(u_values, data_tabula, l_strength, temperature_factor) # (1) by transmission # calculate new U values of building elements due to additional insulation for l in l_strength: - u_values["new_U_{}".format(l)] = calculate_new_u( + u_values[f"new_U_{l}"] = calculate_new_u( u_values, l, l_weight, window_assumptions ) # surface area of building components [m^2] area_element = ( - data_tabula[["A_{}".format(e) for e in u_values.index.levels[3]]] + data_tabula[[f"A_{e}" for e in u_values.index.levels[3]]] .rename(columns=lambda x: x[2:]) .stack() .unstack(-2) @@ -756,7 +758,7 @@ def calculate_heat_losses(u_values, data_tabula, l_strength, temperature_factor) # heat transfer H_tr_e [W/m^2K] through building element # U_e * A_e / A_C_Ref - columns = ["value"] + ["new_U_{}".format(l) for l in l_strength] + columns = ["value"] + [f"new_U_{l}" for l in l_strength] heat_transfer = pd.concat( [u_values[columns].mul(u_values.A_element, axis=0), u_values.A_element], axis=1 ) @@ -875,10 +877,7 @@ def calculate_gain_utilisation_factor(heat_transfer_perm2, Q_ht, Q_gain): alpha = alpha_H_0 + (tau / tau_H_0) # heat balance ratio gamma = (1 / Q_ht).mul(Q_gain.sum(axis=1), axis=0) - # gain utilisation factor - nu = (1 - gamma**alpha) / (1 - gamma ** (alpha + 1)) - - return nu + return (1 - gamma**alpha) / (1 - gamma ** (alpha + 1)) def calculate_space_heat_savings( diff --git a/scripts/build_salt_cavern_potentials.py b/scripts/build_salt_cavern_potentials.py index 956ed431..d425dbac 100644 --- a/scripts/build_salt_cavern_potentials.py +++ b/scripts/build_salt_cavern_potentials.py @@ -66,12 +66,12 @@ def salt_cavern_potential_by_region(caverns, regions): "capacity_per_area * share * area_caverns / 1000" ) # TWh - caverns_regions = ( - overlay.groupby(["name", "storage_type"]).e_nom.sum().unstack("storage_type") + return ( + overlay.groupby(["name", "storage_type"]) + .e_nom.sum() + .unstack("storage_type") ) - return caverns_regions - if __name__ == "__main__": if "snakemake" not in globals(): diff --git a/scripts/build_shapes.py b/scripts/build_shapes.py index eb837409..236c086a 100644 --- a/scripts/build_shapes.py +++ b/scripts/build_shapes.py @@ -119,7 +119,9 @@ def countries(naturalearth, country_list): fieldnames = ( df[x].where(lambda s: s != "-99") for x in ("ISO_A2", "WB_A2", "ADM0_A3") ) - df["name"] = reduce(lambda x, y: x.fillna(y), fieldnames, next(fieldnames)).str[0:2] + df["name"] = reduce( + lambda x, y: x.fillna(y), fieldnames, next(fieldnames) + ).str[:2] df = df.loc[ df.name.isin(country_list) & ((df["scalerank"] == 0) | (df["scalerank"] == 5)) diff --git a/scripts/build_transport_demand.py b/scripts/build_transport_demand.py index c5bf4632..0bcfb7ed 100644 --- a/scripts/build_transport_demand.py +++ b/scripts/build_transport_demand.py @@ -81,14 +81,12 @@ def build_transport_demand(traffic_fn, airtemp_fn, nodes, nodal_transport_data): - pop_weighted_energy_totals["electricity rail"] ) - transport = ( + return ( (transport_shape.multiply(energy_totals_transport) * 1e6 * nyears) .divide(efficiency_gain * ice_correction) .multiply(1 + dd_EV) ) - return transport - def transport_degree_factor( temperature, @@ -132,14 +130,12 @@ def bev_availability_profile(fn, snapshots, nodes, options): traffic.mean() - traffic.min() ) - avail_profile = generate_periodic_profiles( + return generate_periodic_profiles( dt_index=snapshots, nodes=nodes, weekly_profile=avail.values, ) - return avail_profile - def bev_dsm_profile(snapshots, nodes, options): dsm_week = np.zeros((24 * 7,)) @@ -148,14 +144,12 @@ def bev_dsm_profile(snapshots, nodes, options): "bev_dsm_restriction_value" ] - dsm_profile = generate_periodic_profiles( + return generate_periodic_profiles( dt_index=snapshots, nodes=nodes, weekly_profile=dsm_week, ) - return dsm_profile - if __name__ == "__main__": if "snakemake" not in globals(): diff --git a/scripts/cluster_network.py b/scripts/cluster_network.py index 884b6a2b..1d637510 100644 --- a/scripts/cluster_network.py +++ b/scripts/cluster_network.py @@ -322,9 +322,7 @@ def busmap_for_n_clusters( neighbor_bus = n.lines.query( "bus0 == @disconnected_bus or bus1 == @disconnected_bus" ).iloc[0][["bus0", "bus1"]] - new_country = list( - set(n.buses.loc[neighbor_bus].country) - set([country]) - )[0] + new_country = list(set(n.buses.loc[neighbor_bus].country) - {country})[0] logger.info( f"overwriting country `{country}` of bus `{disconnected_bus}` " diff --git a/scripts/make_summary.py b/scripts/make_summary.py index 98a6a6d7..367eccf5 100644 --- a/scripts/make_summary.py +++ b/scripts/make_summary.py @@ -33,10 +33,7 @@ def assign_locations(n): ifind = pd.Series(c.df.index.str.find(" ", start=4), c.df.index) for i in ifind.unique(): names = ifind.index[ifind == i] - if i == -1: - c.df.loc[names, "location"] = "" - else: - c.df.loc[names, "location"] = names.str[:i] + c.df.loc[names, "location"] = "" if i == -1 else names.str[:i] def calculate_nodal_cfs(n, label, nodal_cfs): @@ -397,7 +394,7 @@ def calculate_supply_energy(n, label, supply_energy): for c in n.iterate_components(n.branch_components): for end in [col[3:] for col in c.df.columns if col[:3] == "bus"]: - items = c.df.index[c.df["bus" + str(end)].map(bus_map).fillna(False)] + items = c.df.index[c.df[f"bus{str(end)}"].map(bus_map).fillna(False)] if len(items) == 0: continue @@ -493,7 +490,7 @@ def calculate_weighted_prices(n, label, weighted_prices): "H2": ["Sabatier", "H2 Fuel Cell"], } - for carrier in link_loads: + for carrier, value in link_loads.items(): if carrier == "electricity": suffix = "" elif carrier[:5] == "space": @@ -515,15 +512,13 @@ def calculate_weighted_prices(n, label, weighted_prices): else: load = n.loads_t.p_set[buses] - for tech in link_loads[carrier]: + for tech in value: names = n.links.index[n.links.index.to_series().str[-len(tech) :] == tech] - if names.empty: - continue - - load += ( - n.links_t.p0[names].groupby(n.links.loc[names, "bus0"], axis=1).sum() - ) + if not names.empty: + load += ( + n.links_t.p0[names].groupby(n.links.loc[names, "bus0"], axis=1).sum() + ) # Add H2 Store when charging # if carrier == "H2": @@ -650,11 +645,7 @@ def make_summaries(networks_dict): networks_dict.keys(), names=["cluster", "ll", "opt", "planning_horizon"] ) - df = {} - - for output in outputs: - df[output] = pd.DataFrame(columns=columns, dtype=float) - + df = {output: pd.DataFrame(columns=columns, dtype=float) for output in outputs} for label, filename in networks_dict.items(): logger.info(f"Make summary for scenario {label}, using {filename}") diff --git a/scripts/make_summary_perfect.py b/scripts/make_summary_perfect.py index 1a3391a9..8bb225ae 100644 --- a/scripts/make_summary_perfect.py +++ b/scripts/make_summary_perfect.py @@ -382,7 +382,7 @@ def calculate_supply_energy(n, label, supply_energy): for c in n.iterate_components(n.branch_components): for end in [col[3:] for col in c.df.columns if col[:3] == "bus"]: - items = c.df.index[c.df["bus" + str(end)].map(bus_map).fillna(False)] + items = c.df.index[c.df[f"bus{str(end)}"].map(bus_map).fillna(False)] if len(items) == 0: continue @@ -483,7 +483,7 @@ def calculate_weighted_prices(n, label, weighted_prices): "H2": ["Sabatier", "H2 Fuel Cell"], } - for carrier in link_loads: + for carrier, value in link_loads.items(): if carrier == "electricity": suffix = "" elif carrier[:5] == "space": @@ -496,12 +496,12 @@ def calculate_weighted_prices(n, label, weighted_prices): if buses.empty: continue - if carrier in ["H2", "gas"]: - load = pd.DataFrame(index=n.snapshots, columns=buses, data=0.0) - else: - load = n.loads_t.p_set.reindex(buses, axis=1) - - for tech in link_loads[carrier]: + load = ( + pd.DataFrame(index=n.snapshots, columns=buses, data=0.0) + if carrier in ["H2", "gas"] + else n.loads_t.p_set.reindex(buses, axis=1) + ) + for tech in value: names = n.links.index[n.links.index.to_series().str[-len(tech) :] == tech] if names.empty: diff --git a/scripts/plot_network.py b/scripts/plot_network.py index c0b35411..4ed8d1ef 100644 --- a/scripts/plot_network.py +++ b/scripts/plot_network.py @@ -145,12 +145,12 @@ def plot_map( ac_color = "rosybrown" dc_color = "darkseagreen" + title = "added grid" + if snakemake.wildcards["ll"] == "v1.0": # should be zero line_widths = n.lines.s_nom_opt - n.lines.s_nom link_widths = n.links.p_nom_opt - n.links.p_nom - title = "added grid" - if transmission: line_widths = n.lines.s_nom_opt link_widths = n.links.p_nom_opt @@ -160,8 +160,6 @@ def plot_map( else: line_widths = n.lines.s_nom_opt - n.lines.s_nom_min link_widths = n.links.p_nom_opt - n.links.p_nom_min - title = "added grid" - if transmission: line_widths = n.lines.s_nom_opt link_widths = n.links.p_nom_opt @@ -262,13 +260,10 @@ def group_pipes(df, drop_direction=False): lambda x: f"H2 pipeline {x.bus0.replace(' H2', '')} -> {x.bus1.replace(' H2', '')}", axis=1, ) - # group pipe lines connecting the same buses and rename them for plotting - pipe_capacity = df.groupby(level=0).agg( + return df.groupby(level=0).agg( {"p_nom_opt": sum, "bus0": "first", "bus1": "first"} ) - return pipe_capacity - def plot_h2_map(network, regions): n = network.copy() @@ -766,11 +761,13 @@ def plot_series(network, carrier="AC", name="test"): supply = pd.concat( ( supply, - (-1) - * c.pnl["p" + str(i)] - .loc[:, c.df.index[c.df["bus" + str(i)].isin(buses)]] - .groupby(c.df.carrier, axis=1) - .sum(), + ( + -1 + * c.pnl[f"p{str(i)}"] + .loc[:, c.df.index[c.df[f"bus{str(i)}"].isin(buses)]] + .groupby(c.df.carrier, axis=1) + .sum() + ), ), axis=1, ) diff --git a/scripts/plot_summary.py b/scripts/plot_summary.py index 86f40225..10874fce 100644 --- a/scripts/plot_summary.py +++ b/scripts/plot_summary.py @@ -297,11 +297,7 @@ def plot_balances(): df.abs().max(axis=1) < snakemake.params.plotting["energy_threshold"] / 10 ] - if v[0] in co2_carriers: - units = "MtCO2/a" - else: - units = "TWh/a" - + units = "MtCO2/a" if v[0] in co2_carriers else "TWh/a" logger.debug( f"Dropping technology energy balance smaller than {snakemake.params['plotting']['energy_threshold']/10} {units}" ) @@ -587,7 +583,8 @@ if __name__ == "__main__": for sector_opts in snakemake.params.sector_opts: opts = sector_opts.split("-") - if any(["cb" in o for o in opts]) or ( - snakemake.config["foresight"] == "perfect" + if ( + any("cb" in o for o in opts) + or snakemake.config["foresight"] == "perfect" ): plot_carbon_budget_distribution(snakemake.input.eurostat) diff --git a/scripts/plot_validation_cross_border_flows.py b/scripts/plot_validation_cross_border_flows.py index 43ed45e9..fd52a1b1 100644 --- a/scripts/plot_validation_cross_border_flows.py +++ b/scripts/plot_validation_cross_border_flows.py @@ -84,13 +84,10 @@ def cross_border_time_series(countries, data): df_neg.plot.area( ax=ax[axis], stacked=True, linewidth=0.0, color=color, ylim=[-1, 1] ) - if (axis % 2) == 0: - title = "Historic" - else: - title = "Optimized" - + title = "Historic" if (axis % 2) == 0 else "Optimized" ax[axis].set_title( - title + " Import / Export for " + cc.convert(country, to="name_short") + f"{title} Import / Export for " + + cc.convert(country, to="name_short") ) # Custom legend elements @@ -137,16 +134,12 @@ def cross_border_bar(countries, data): df_country = sort_one_country(country, df) df_neg, df_pos = df_country.clip(upper=0), df_country.clip(lower=0) - if (order % 2) == 0: - title = "Historic" - else: - title = "Optimized" - + title = "Historic" if (order % 2) == 0 else "Optimized" df_positive_new = pd.DataFrame(data=df_pos.sum()).T.rename( - {0: title + " " + cc.convert(country, to="name_short")} + {0: f"{title} " + cc.convert(country, to="name_short")} ) df_negative_new = pd.DataFrame(data=df_neg.sum()).T.rename( - {0: title + " " + cc.convert(country, to="name_short")} + {0: f"{title} " + cc.convert(country, to="name_short")} ) df_positive = pd.concat([df_positive_new, df_positive]) diff --git a/scripts/prepare_perfect_foresight.py b/scripts/prepare_perfect_foresight.py index ca94dedc..906920c8 100644 --- a/scripts/prepare_perfect_foresight.py +++ b/scripts/prepare_perfect_foresight.py @@ -56,7 +56,9 @@ def get_investment_weighting(time_weighting, r=0.01): end = time_weighting.cumsum() start = time_weighting.cumsum().shift().fillna(0) return pd.concat([start, end], axis=1).apply( - lambda x: sum([get_social_discount(t, r) for t in range(int(x[0]), int(x[1]))]), + lambda x: sum( + get_social_discount(t, r) for t in range(int(x[0]), int(x[1])) + ), axis=1, ) @@ -306,7 +308,7 @@ def set_carbon_constraints(n, opts): if m is not None: budget = snakemake.config["co2_budget"][m.group(0)] * 1e9 if budget != None: - logger.info("add carbon budget of {}".format(budget)) + logger.info(f"add carbon budget of {budget}") n.add( "GlobalConstraint", "Budget", @@ -340,9 +342,7 @@ def set_carbon_constraints(n, opts): first_year = n.snapshots.levels[0][0] time_weightings = n.investment_period_weightings.loc[first_year, "years"] co2min = emissions_2019 - ((first_year - 2019) * annual_reduction) - logger.info( - "add minimum emissions for {} of {} t CO2/a".format(first_year, co2min) - ) + logger.info(f"add minimum emissions for {first_year} of {co2min} t CO2/a") n.add( "GlobalConstraint", f"Co2Min-{first_year}", @@ -519,9 +519,7 @@ if __name__ == "__main__": social_discountrate = float(o.replace("sdr", "")) / 100 logger.info( - "Concat networks of investment period {} with social discount rate of {}%".format( - years, social_discountrate * 100 - ) + f"Concat networks of investment period {years} with social discount rate of {social_discountrate * 100}%" ) # concat prenetworks of planning horizon to single network ------------ diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 0f9118f4..d23936b7 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -184,10 +184,7 @@ def get(item, investment_year=None): """ Check whether item depends on investment year. """ - if isinstance(item, dict): - return item[investment_year] - else: - return item + return item[investment_year] if isinstance(item, dict) else item def co2_emissions_year( @@ -413,11 +410,7 @@ def update_wind_solar_costs(n, costs): # e.g. clusters == 37m means that VRE generators are left # at clustering of simplified network, but that they are # connected to 37-node network - if snakemake.wildcards.clusters[-1:] == "m": - genmap = busmap_s - else: - genmap = clustermaps - + genmap = busmap_s if snakemake.wildcards.clusters[-1:] == "m" else clustermaps connection_cost = (connection_cost * weight).groupby( genmap ).sum() / weight.groupby(genmap).sum() @@ -505,8 +498,9 @@ def remove_non_electric_buses(n): """ Remove buses from pypsa-eur with carriers which are not AC buses. """ - to_drop = list(n.buses.query("carrier not in ['AC', 'DC']").carrier.unique()) - if to_drop: + if to_drop := list( + n.buses.query("carrier not in ['AC', 'DC']").carrier.unique() + ): logger.info(f"Drop buses from PyPSA-Eur with carrier: {to_drop}") n.buses = n.buses[n.buses.carrier.isin(["AC", "DC"])] @@ -1232,11 +1226,9 @@ def add_storage_and_grids(n, costs): # apply k_edge_augmentation weighted by length of complement edges k_edge = options.get("gas_network_connectivity_upgrade", 3) - augmentation = list( + if augmentation := list( k_edge_augmentation(G, k_edge, avail=complement_edges.values) - ) - - if augmentation: + ): new_gas_pipes = pd.DataFrame(augmentation, columns=["bus0", "bus1"]) new_gas_pipes["length"] = new_gas_pipes.apply(haversine, axis=1) diff --git a/scripts/simplify_network.py b/scripts/simplify_network.py index cac25647..251f4bd8 100644 --- a/scripts/simplify_network.py +++ b/scripts/simplify_network.py @@ -152,22 +152,20 @@ def _prepare_connection_costs_per_link(n, costs, renewable_carriers, length_fact if n.links.empty: return {} - connection_costs_per_link = {} - - for tech in renewable_carriers: - if tech.startswith("offwind"): - connection_costs_per_link[tech] = ( - n.links.length - * length_factor - * ( - n.links.underwater_fraction - * costs.at[tech + "-connection-submarine", "capital_cost"] - + (1.0 - n.links.underwater_fraction) - * costs.at[tech + "-connection-underground", "capital_cost"] - ) + return { + tech: ( + n.links.length + * length_factor + * ( + n.links.underwater_fraction + * costs.at[tech + "-connection-submarine", "capital_cost"] + + (1.0 - n.links.underwater_fraction) + * costs.at[tech + "-connection-underground", "capital_cost"] ) - - return connection_costs_per_link + ) + for tech in renewable_carriers + if tech.startswith("offwind") + } def _compute_connection_costs_to_bus( diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 25e5e70e..48691688 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -153,12 +153,10 @@ def _add_land_use_constraint_m(n, planning_horizons, config): for carrier in ["solar", "onwind", "offwind-ac", "offwind-dc"]: existing = n.generators.loc[n.generators.carrier == carrier, "p_nom"] ind = list( - set( - [ - i.split(sep=" ")[0] + " " + i.split(sep=" ")[1] - for i in existing.index - ] - ) + { + i.split(sep=" ")[0] + " " + i.split(sep=" ")[1] + for i in existing.index + } ) previous_years = [ @@ -217,7 +215,6 @@ def add_carbon_constraint(n, snapshots): if glcs.empty: return for name, glc in glcs.iterrows(): - rhs = glc.constant carattr = glc.carrier_attribute emissions = n.carriers.query(f"{carattr} != 0")[carattr] @@ -227,14 +224,15 @@ def add_carbon_constraint(n, snapshots): # stores n.stores["carrier"] = n.stores.bus.map(n.buses.carrier) stores = n.stores.query("carrier in @emissions.index and not e_cyclic") - time_valid = int(glc.loc["investment_period"]) if not stores.empty: last = n.snapshot_weightings.reset_index().groupby("period").last() last_i = last.set_index([last.index, last.timestep]).index final_e = n.model["Store-e"].loc[last_i, stores.index] + time_valid = int(glc.loc["investment_period"]) time_i = pd.IndexSlice[time_valid, :] lhs = final_e.loc[time_i, :] - final_e.shift(snapshot=1).loc[time_i, :] + rhs = glc.constant n.model.add_constraints(lhs <= rhs, name=f"GlobalConstraint-{name}") @@ -243,7 +241,6 @@ def add_carbon_budget_constraint(n, snapshots): if glcs.empty: return for name, glc in glcs.iterrows(): - rhs = glc.constant carattr = glc.carrier_attribute emissions = n.carriers.query(f"{carattr} != 0")[carattr] @@ -253,15 +250,16 @@ def add_carbon_budget_constraint(n, snapshots): # stores n.stores["carrier"] = n.stores.bus.map(n.buses.carrier) stores = n.stores.query("carrier in @emissions.index and not e_cyclic") - time_valid = int(glc.loc["investment_period"]) - weighting = n.investment_period_weightings.loc[time_valid, "years"] if not stores.empty: last = n.snapshot_weightings.reset_index().groupby("period").last() last_i = last.set_index([last.index, last.timestep]).index final_e = n.model["Store-e"].loc[last_i, stores.index] + time_valid = int(glc.loc["investment_period"]) time_i = pd.IndexSlice[time_valid, :] + weighting = n.investment_period_weightings.loc[time_valid, "years"] lhs = final_e.loc[time_i, :] * weighting + rhs = glc.constant n.model.add_constraints(lhs <= rhs, name=f"GlobalConstraint-{name}") @@ -350,8 +348,7 @@ def prepare_network( ): df.where(df > solve_opts["clip_p_max_pu"], other=0.0, inplace=True) - load_shedding = solve_opts.get("load_shedding") - if load_shedding: + if load_shedding := solve_opts.get("load_shedding"): # intersect between macroeconomic and surveybased willingness to pay # http://journal.frontiersin.org/article/10.3389/fenrg.2015.00055/full # TODO: retrieve color and nice name from config @@ -803,9 +800,7 @@ def solve_network(n, config, solving, opts="", **kwargs): set_of_options = solving["solver"]["options"] cf_solving = solving["options"] - kwargs["multi_investment_periods"] = ( - True if config["foresight"] == "perfect" else False - ) + kwargs["multi_investment_periods"] = config["foresight"] == "perfect" kwargs["solver_options"] = ( solving["solver_options"][set_of_options] if set_of_options else {} ) @@ -903,7 +898,7 @@ if __name__ == "__main__": log_fn=snakemake.log.solver, ) - logger.info("Maximum memory usage: {}".format(mem.mem_usage)) + logger.info(f"Maximum memory usage: {mem.mem_usage}") n.meta = dict(snakemake.config, **dict(wildcards=dict(snakemake.wildcards))) n.export_to_netcdf(snakemake.output[0]) diff --git a/scripts/solve_operations_network.py b/scripts/solve_operations_network.py index 1a3855a9..53d5cc1d 100644 --- a/scripts/solve_operations_network.py +++ b/scripts/solve_operations_network.py @@ -7,6 +7,7 @@ Solves linear optimal dispatch in hourly resolution using the capacities of previous capacity expansion in rule :mod:`solve_network`. """ + import logging import numpy as np @@ -35,7 +36,11 @@ if __name__ == "__main__": configure_logging(snakemake) update_config_with_sector_opts(snakemake.config, snakemake.wildcards.sector_opts) - opts = (snakemake.wildcards.opts + "-" + snakemake.wildcards.sector_opts).split("-") + opts = ( + f"{snakemake.wildcards.opts}-{snakemake.wildcards.sector_opts}".split( + "-" + ) + ) opts = [o for o in opts if o != ""] solve_opts = snakemake.params.options From f054180a6218b327ff65d90f7947d057a3f6fe32 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Sun, 8 Oct 2023 09:20:57 +0000 Subject: [PATCH 167/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/add_brownfield.py | 9 ++------- scripts/add_existing_baseyear.py | 4 +--- scripts/build_retro_cost.py | 5 +---- scripts/build_salt_cavern_potentials.py | 6 +----- scripts/build_shapes.py | 4 +--- scripts/cluster_network.py | 4 +++- scripts/make_summary.py | 4 +++- scripts/plot_network.py | 4 +--- scripts/plot_summary.py | 5 +---- scripts/plot_validation_cross_border_flows.py | 3 +-- scripts/prepare_perfect_foresight.py | 4 +--- scripts/prepare_sector_network.py | 8 ++++---- scripts/solve_network.py | 5 +---- scripts/solve_operations_network.py | 6 +----- 14 files changed, 22 insertions(+), 49 deletions(-) diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index 2e0dad17..679060b3 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -41,10 +41,7 @@ def add_brownfield(n, n_p, year): # remove assets if their optimized nominal capacity is lower than a threshold # since CHP heat Link is proportional to CHP electric Link, make sure threshold is compatible chp_heat = c.df.index[ - ( - c.df[f"{attr}_nom_extendable"] - & c.df.index.str.contains("urban central") - ) + (c.df[f"{attr}_nom_extendable"] & c.df.index.str.contains("urban central")) & c.df.index.str.contains("CHP") & c.df.index.str.contains("heat") ] @@ -60,9 +57,7 @@ def add_brownfield(n, n_p, year): ) n_p.mremove( c.name, - chp_heat[ - c.df.loc[chp_heat, f"{attr}_nom_opt"] < threshold_chp_heat - ], + chp_heat[c.df.loc[chp_heat, f"{attr}_nom_opt"] < threshold_chp_heat], ) n_p.mremove( diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index 60a3b203..7cdca5af 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -545,9 +545,7 @@ def add_heating_capacities_installed_before_baseyear( bus0=nodes[name], bus1=nodes[name] + " " + name + " heat", carrier=name + " resistive heater", - efficiency=costs.at[ - f"{name_type} resistive heater", "efficiency" - ], + efficiency=costs.at[f"{name_type} resistive heater", "efficiency"], capital_cost=( costs.at[f"{name_type} resistive heater", "efficiency"] * costs.at[f"{name_type} resistive heater", "fixed"] diff --git a/scripts/build_retro_cost.py b/scripts/build_retro_cost.py index 7a3e3e6e..5373f873 100644 --- a/scripts/build_retro_cost.py +++ b/scripts/build_retro_cost.py @@ -609,10 +609,7 @@ def calculate_costs(u_values, l, cost_retro, window_assumptions): / x.A_C_Ref if x.name[3] != "Window" else ( - ( - window_cost(x[f"new_U_{l}"], cost_retro, window_assumptions) - * x.A_element - ) + (window_cost(x[f"new_U_{l}"], cost_retro, window_assumptions) * x.A_element) / x.A_C_Ref ) if x.value > window_limit(float(l), window_assumptions) diff --git a/scripts/build_salt_cavern_potentials.py b/scripts/build_salt_cavern_potentials.py index d425dbac..ed039772 100644 --- a/scripts/build_salt_cavern_potentials.py +++ b/scripts/build_salt_cavern_potentials.py @@ -66,11 +66,7 @@ def salt_cavern_potential_by_region(caverns, regions): "capacity_per_area * share * area_caverns / 1000" ) # TWh - return ( - overlay.groupby(["name", "storage_type"]) - .e_nom.sum() - .unstack("storage_type") - ) + return overlay.groupby(["name", "storage_type"]).e_nom.sum().unstack("storage_type") if __name__ == "__main__": diff --git a/scripts/build_shapes.py b/scripts/build_shapes.py index 236c086a..fa707ad5 100644 --- a/scripts/build_shapes.py +++ b/scripts/build_shapes.py @@ -119,9 +119,7 @@ def countries(naturalearth, country_list): fieldnames = ( df[x].where(lambda s: s != "-99") for x in ("ISO_A2", "WB_A2", "ADM0_A3") ) - df["name"] = reduce( - lambda x, y: x.fillna(y), fieldnames, next(fieldnames) - ).str[:2] + df["name"] = reduce(lambda x, y: x.fillna(y), fieldnames, next(fieldnames)).str[:2] df = df.loc[ df.name.isin(country_list) & ((df["scalerank"] == 0) | (df["scalerank"] == 5)) diff --git a/scripts/cluster_network.py b/scripts/cluster_network.py index 1d637510..9dbe887a 100644 --- a/scripts/cluster_network.py +++ b/scripts/cluster_network.py @@ -322,7 +322,9 @@ def busmap_for_n_clusters( neighbor_bus = n.lines.query( "bus0 == @disconnected_bus or bus1 == @disconnected_bus" ).iloc[0][["bus0", "bus1"]] - new_country = list(set(n.buses.loc[neighbor_bus].country) - {country})[0] + new_country = list(set(n.buses.loc[neighbor_bus].country) - {country})[ + 0 + ] logger.info( f"overwriting country `{country}` of bus `{disconnected_bus}` " diff --git a/scripts/make_summary.py b/scripts/make_summary.py index 367eccf5..3ec01b66 100644 --- a/scripts/make_summary.py +++ b/scripts/make_summary.py @@ -517,7 +517,9 @@ def calculate_weighted_prices(n, label, weighted_prices): if not names.empty: load += ( - n.links_t.p0[names].groupby(n.links.loc[names, "bus0"], axis=1).sum() + n.links_t.p0[names] + .groupby(n.links.loc[names, "bus0"], axis=1) + .sum() ) # Add H2 Store when charging diff --git a/scripts/plot_network.py b/scripts/plot_network.py index 4ed8d1ef..c2ba72c7 100644 --- a/scripts/plot_network.py +++ b/scripts/plot_network.py @@ -260,9 +260,7 @@ def group_pipes(df, drop_direction=False): lambda x: f"H2 pipeline {x.bus0.replace(' H2', '')} -> {x.bus1.replace(' H2', '')}", axis=1, ) - return df.groupby(level=0).agg( - {"p_nom_opt": sum, "bus0": "first", "bus1": "first"} - ) + return df.groupby(level=0).agg({"p_nom_opt": sum, "bus0": "first", "bus1": "first"}) def plot_h2_map(network, regions): diff --git a/scripts/plot_summary.py b/scripts/plot_summary.py index 10874fce..a40563f6 100644 --- a/scripts/plot_summary.py +++ b/scripts/plot_summary.py @@ -583,8 +583,5 @@ if __name__ == "__main__": for sector_opts in snakemake.params.sector_opts: opts = sector_opts.split("-") - if ( - any("cb" in o for o in opts) - or snakemake.config["foresight"] == "perfect" - ): + if any("cb" in o for o in opts) or snakemake.config["foresight"] == "perfect": plot_carbon_budget_distribution(snakemake.input.eurostat) diff --git a/scripts/plot_validation_cross_border_flows.py b/scripts/plot_validation_cross_border_flows.py index fd52a1b1..65f4f8c7 100644 --- a/scripts/plot_validation_cross_border_flows.py +++ b/scripts/plot_validation_cross_border_flows.py @@ -86,8 +86,7 @@ def cross_border_time_series(countries, data): ) title = "Historic" if (axis % 2) == 0 else "Optimized" ax[axis].set_title( - f"{title} Import / Export for " - + cc.convert(country, to="name_short") + f"{title} Import / Export for " + cc.convert(country, to="name_short") ) # Custom legend elements diff --git a/scripts/prepare_perfect_foresight.py b/scripts/prepare_perfect_foresight.py index 906920c8..73b4d0e1 100644 --- a/scripts/prepare_perfect_foresight.py +++ b/scripts/prepare_perfect_foresight.py @@ -56,9 +56,7 @@ def get_investment_weighting(time_weighting, r=0.01): end = time_weighting.cumsum() start = time_weighting.cumsum().shift().fillna(0) return pd.concat([start, end], axis=1).apply( - lambda x: sum( - get_social_discount(t, r) for t in range(int(x[0]), int(x[1])) - ), + lambda x: sum(get_social_discount(t, r) for t in range(int(x[0]), int(x[1]))), axis=1, ) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index d23936b7..aa54898c 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -410,7 +410,9 @@ def update_wind_solar_costs(n, costs): # e.g. clusters == 37m means that VRE generators are left # at clustering of simplified network, but that they are # connected to 37-node network - genmap = busmap_s if snakemake.wildcards.clusters[-1:] == "m" else clustermaps + genmap = ( + busmap_s if snakemake.wildcards.clusters[-1:] == "m" else clustermaps + ) connection_cost = (connection_cost * weight).groupby( genmap ).sum() / weight.groupby(genmap).sum() @@ -498,9 +500,7 @@ def remove_non_electric_buses(n): """ Remove buses from pypsa-eur with carriers which are not AC buses. """ - if to_drop := list( - n.buses.query("carrier not in ['AC', 'DC']").carrier.unique() - ): + if to_drop := list(n.buses.query("carrier not in ['AC', 'DC']").carrier.unique()): logger.info(f"Drop buses from PyPSA-Eur with carrier: {to_drop}") n.buses = n.buses[n.buses.carrier.isin(["AC", "DC"])] diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 48691688..ed566eaf 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -153,10 +153,7 @@ def _add_land_use_constraint_m(n, planning_horizons, config): for carrier in ["solar", "onwind", "offwind-ac", "offwind-dc"]: existing = n.generators.loc[n.generators.carrier == carrier, "p_nom"] ind = list( - { - i.split(sep=" ")[0] + " " + i.split(sep=" ")[1] - for i in existing.index - } + {i.split(sep=" ")[0] + " " + i.split(sep=" ")[1] for i in existing.index} ) previous_years = [ diff --git a/scripts/solve_operations_network.py b/scripts/solve_operations_network.py index 53d5cc1d..dca49d02 100644 --- a/scripts/solve_operations_network.py +++ b/scripts/solve_operations_network.py @@ -36,11 +36,7 @@ if __name__ == "__main__": configure_logging(snakemake) update_config_with_sector_opts(snakemake.config, snakemake.wildcards.sector_opts) - opts = ( - f"{snakemake.wildcards.opts}-{snakemake.wildcards.sector_opts}".split( - "-" - ) - ) + opts = f"{snakemake.wildcards.opts}-{snakemake.wildcards.sector_opts}".split("-") opts = [o for o in opts if o != ""] solve_opts = snakemake.params.options From b94a797fed28f22e076fea2e3bd41b21bf225a46 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 9 Oct 2023 10:00:10 +0200 Subject: [PATCH 168/608] do not remove large unconnected subnetworks --- scripts/base_network.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/scripts/base_network.py b/scripts/base_network.py index b4ac1d8c..65d65096 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -452,12 +452,12 @@ def _remove_dangling_branches(branches, buses): ) -def _remove_unconnected_components(network): +def _remove_unconnected_components(network, threshold=6): _, labels = csgraph.connected_components(network.adjacency_matrix(), directed=False) component = pd.Series(labels, index=network.buses.index) component_sizes = component.value_counts() - components_to_remove = component_sizes.iloc[1:] + components_to_remove = component_sizes.loc[component_sizes < threshold] logger.info( "Removing {} unconnected network components with less than {} buses. In total {} buses.".format( From a89a9670e583a1fb0978b62ec7700be7eab0e76b Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 9 Oct 2023 16:15:56 +0200 Subject: [PATCH 169/608] no longer ignore 500 kV lines, type as 380 kV due to missing data --- config/config.default.yaml | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 34117f1d..50ef03d6 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -85,7 +85,7 @@ co2_budget: # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#electricity electricity: - voltages: [220., 300., 380., 750.] + voltages: [220., 300., 380., 500., 750.] gaslimit: false co2limit: 9.59e+7 co2base: 1.918e+9 @@ -234,6 +234,7 @@ lines: 220.: "Al/St 240/40 2-bundle 220.0" 300.: "Al/St 240/40 3-bundle 300.0" 380.: "Al/St 240/40 4-bundle 380.0" + 500.: "Al/St 240/40 4-bundle 380.0" 750.: "Al/St 560/50 4-bundle 750.0" s_max_pu: 0.7 s_nom_max: .inf From a15157c788181869ead3b9ef40385a32bb0fed95 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 9 Oct 2023 16:16:53 +0200 Subject: [PATCH 170/608] add optional function to restore transmission connections to Crimea --- config/config.default.yaml | 1 + scripts/base_network.py | 19 +++++++++++++++++++ 2 files changed, 20 insertions(+) diff --git a/config/config.default.yaml b/config/config.default.yaml index 50ef03d6..35f346a3 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -240,6 +240,7 @@ lines: s_nom_max: .inf max_extension: .inf length_factor: 1.25 + reconnect_crimea: true under_construction: 'zero' # 'zero': set capacity to zero, 'remove': remove, 'keep': with full capacity dynamic_line_rating: activate: false diff --git a/scripts/base_network.py b/scripts/base_network.py index 65d65096..6dc7eec7 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -368,6 +368,22 @@ def _apply_parameter_corrections(n, parameter_corrections): df.loc[inds, attr] = r[inds].astype(df[attr].dtype) +def _reconnect_crimea(lines): + logger.info("Reconnecting Crimea to the Ukrainian grid.") + lines_to_crimea = pd.DataFrame({ + "bus0": ["3065", "3181", "3181"], + "bus1": ["3057", "3055", "3057"], + "v_nom": [300, 300, 300], + "num_parallel": [1, 1, 1], + "length": [140, 120, 140], + "carrier": ["AC", "AC", "AC"], + "underground": [False, False, False], + "under_construction": [False, False, False], + }, index=["Melitopol", "Liubymivka left", "Luibymivka right"]) + + return pd.concat([lines, lines_to_crimea]) + + def _set_electrical_parameters_lines(lines, config): v_noms = config["electricity"]["voltages"] linetypes = config["lines"]["types"] @@ -705,6 +721,9 @@ def base_network( lines = _load_lines_from_eg(buses, eg_lines) transformers = _load_transformers_from_eg(buses, eg_transformers) + if config["lines"].get("reconnect_crimea", True) and "UA" in config["countries"]: + lines = _reconnect_crimea(lines) + lines = _set_electrical_parameters_lines(lines, config) transformers = _set_electrical_parameters_transformers(transformers, config) links = _set_electrical_parameters_links(links, config, links_p_nom) From 2a0133528af3f9985bed505b4fd7abe84c9daa49 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 9 Oct 2023 16:17:30 +0200 Subject: [PATCH 171/608] update load distribution to take account of Crimean grid nodes --- data/GDP_PPP_30arcsec_v3_mapped_default.csv | 269 +++++++++++--------- 1 file changed, 144 insertions(+), 125 deletions(-) diff --git a/data/GDP_PPP_30arcsec_v3_mapped_default.csv b/data/GDP_PPP_30arcsec_v3_mapped_default.csv index 563f9672..f0e640b3 100644 --- a/data/GDP_PPP_30arcsec_v3_mapped_default.csv +++ b/data/GDP_PPP_30arcsec_v3_mapped_default.csv @@ -5,128 +5,147 @@ name,GDP_PPP,country 3152,897871.2903553953,MD 3246,645554.8588933202,MD 7049,1150156.4449477682,MD -2974,1429346.9791503416,UA -2977,1184037.1954527602,UA -2979,852288.6407749397,UA 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+3144,71657.0165675802,UA +3146,80342.05037424155,UA +3158,74465.12922576343,UA +3164,3102112.2672631275,UA +3165,65215.04081671433,UA +3166,413924.2225725632,UA +3167,135060.0056434935,UA +3168,54980.442979330146,UA +3170,29584.879122227037,UA +3171,142780.68163047134,UA +3172,40436.63814695243,UA +3173,1253342.1790126422,UA +3174,173842.03139155387,UA +3176,65699.76352408895,UA +3177,143591.75419817626,UA +3178,56434.04525832523,UA +3179,389996.1670051216,UA +3180,138452.84503524794,UA +3181,67402.59500436619,UA +3184,51204.293695376415,UA +3185,46867.82356528432,UA +3186,103892.35612417295,UA +3187,193668.91476930346,UA +3189,54584.176457692694,UA +3190,219077.64942830536,UA +3197,88516.52699983507,UA +3198,298166.8272673622,UA +3199,61334.952541812374,UA +3229,175692.61136747137,UA +3230,106722.62773321665,UA +3236,61542.06264321315,UA +3241,83752.90489164277,UA +4301,48419.52825967164,UA +4305,147759.74280349456,UA +4306,53156.905740992224,UA +4315,218025.78516351627,UA +4317,155240.40554731718,UA +4318,1342144.2459407183,UA +4319,91669.1449633853,UA +4321,85852.49282415409,UA +4347,67938.7698430624,UA +4357,20064.979012172935,UA +4360,47840.51245168512,UA +4361,55580.924388032574,UA +4362,165753.82588729708,UA +4363,46390.2448142152,UA +4365,96265.47592938849,UA +4366,272003.25510057947,UA +4367,80878.50229245829,UA +4370,330072.35444044066,UA +4371,7707066.181975477,UA +4373,2019766.7891575783,UA +4374,985354.331818515,UA +4377,230805.08833664874,UA +4382,125670.67125287943,UA +4383,46914.065511740075,UA +4384,48020.804310510954,UA +4385,55612.34707641123,UA +4387,74558.3475791577,UA +4388,245243.33449409154,UA +4389,95696.56767732685,UA +4391,251085.7523045193,UA +4401,66375.82996856027,UA +4403,111954.41038437477,UA +4405,46911.68560148837,UA +4408,150782.51691456966,UA +4409,112776.7399582134,UA +4410,153076.56860965435,UA +4412,192629.31238456024,UA +4413,181295.3120834606,UA +4414,995694.9413199169,UA +4416,157640.7868989174,UA +4418,77580.20674809469,UA +4420,122320.99275223716,UA +4424,184891.10924920067,UA +4425,84486.75974340564,UA +4431,50485.84380961137,UA +4435,231040.45446464577,UA +4436,81222.18707585508,UA +4438,114819.76472988473,UA +4439,76839.1052178896,UA +4440,135337.0313562152,UA +4441,49159.485269198034,UA +7031,42001.73757065917,UA +7059,159790.48382874,UA +7063,39599.10564971086,UA From 725cece8145df56b0ddf8c339691e72478216961 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 9 Oct 2023 16:18:16 +0200 Subject: [PATCH 172/608] disable multiprocesing for MD-UA availability matrix --- scripts/determine_availability_matrix_MD_UA.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/determine_availability_matrix_MD_UA.py b/scripts/determine_availability_matrix_MD_UA.py index 1e45a176..6d48bb3b 100644 --- a/scripts/determine_availability_matrix_MD_UA.py +++ b/scripts/determine_availability_matrix_MD_UA.py @@ -23,7 +23,7 @@ if __name__ == "__main__": ) configure_logging(snakemake) - nprocesses = snakemake.config["atlite"].get("nprocesses") + nprocesses = None # snakemake.config["atlite"].get("nprocesses") noprogress = not snakemake.config["atlite"].get("show_progress", True) config = snakemake.config["renewable"][snakemake.wildcards.technology] From 9a13748d34a523e218aeed994ceda155be277391 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 9 Oct 2023 16:18:58 +0200 Subject: [PATCH 173/608] UA-MD availability matrix: adjust corine/copernicus code selection --- .../determine_availability_matrix_MD_UA.py | 24 +++---------------- 1 file changed, 3 insertions(+), 21 deletions(-) diff --git a/scripts/determine_availability_matrix_MD_UA.py b/scripts/determine_availability_matrix_MD_UA.py index 6d48bb3b..cab3e26e 100644 --- a/scripts/determine_availability_matrix_MD_UA.py +++ b/scripts/determine_availability_matrix_MD_UA.py @@ -41,28 +41,10 @@ if __name__ == "__main__": if snakemake.wildcards.technology == "solar": codes = [20, 30, 40, 50, 60, 90, 100] elif snakemake.wildcards.technology == "onwind": - codes = [ - 20, - 30, - 40, - 60, - 100, - 111, - 112, - 113, - 114, - 115, - 116, - 121, - 122, - 123, - 124, - 125, - 126, - ] - elif snakemake.wildcards.technology == "offshore-ac": + codes = [20, 30, 40, 60, 100] + elif snakemake.wildcards.technology == "offwind-ac": codes = [80, 200] - elif snakemake.wildcards.technology == "offshore-dc": + elif snakemake.wildcards.technology == "offwind-dc": codes = [80, 200] else: assert False, "technology not supported" From 9d7b250230d6cbf1587f483e24f339e518ee9038 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 9 Oct 2023 16:19:31 +0200 Subject: [PATCH 174/608] UA-MD availability matrix: consider ship density --- rules/build_electricity.smk | 5 +++++ scripts/determine_availability_matrix_MD_UA.py | 7 +++++++ 2 files changed, 12 insertions(+) diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index 51cda6c0..4beb95d0 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -215,6 +215,11 @@ rule determine_availability_matrix_MD_UA: if "max_depth" in config["renewable"][w.technology].keys() else [] ), + ship_density=lambda w: ( + RESOURCES + "shipdensity_raster.tif" + if "ship_threshold" in config["renewable"][w.technology].keys() + else [] + ), country_shapes=RESOURCES + "country_shapes.geojson", offshore_shapes=RESOURCES + "offshore_shapes.geojson", regions=lambda w: ( diff --git a/scripts/determine_availability_matrix_MD_UA.py b/scripts/determine_availability_matrix_MD_UA.py index cab3e26e..7d57b54b 100644 --- a/scripts/determine_availability_matrix_MD_UA.py +++ b/scripts/determine_availability_matrix_MD_UA.py @@ -81,6 +81,13 @@ if __name__ == "__main__": snakemake.input.country_shapes, buffer=buffer, invert=True ) + if "ship_threshold" in config: + shipping_threshold = config["ship_threshold"] * 8760 * 6 + func = functools.partial(np.less, shipping_threshold) + excluder.add_raster( + snakemake.input.ship_density, codes=func, crs=4326, allow_no_overlap=True + ) + kwargs = dict(nprocesses=nprocesses, disable_progressbar=noprogress) if noprogress: logger.info("Calculate landuse availabilities...") From 27ebbaba2498be95a73ab769ef4a8beb950c70af Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 9 Oct 2023 16:20:23 +0200 Subject: [PATCH 175/608] UA-MD availability matrix: consider WDPA protection areas as substitute for Natura --- rules/build_electricity.smk | 4 +++ .../determine_availability_matrix_MD_UA.py | 29 +++++++++++++++++++ 2 files changed, 33 insertions(+) diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index 4beb95d0..c44c3353 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -210,6 +210,10 @@ rule determine_availability_matrix_MD_UA: input: copernicus=RESOURCES + "Copernicus_LC100_global_v3.0.1_2019-nrt_Discrete-Classification-map_EPSG-4326.tif", + wdpa=RESOURCES + + f"WDPA_{bYYYY}.gpkg", + wdpa_marine=RESOURCES + + f"WDPA_WDOECM_{bYYYY}_marine.gpkg", gebco=lambda w: ( "data/bundle/GEBCO_2014_2D.nc" if "max_depth" in config["renewable"][w.technology].keys() diff --git a/scripts/determine_availability_matrix_MD_UA.py b/scripts/determine_availability_matrix_MD_UA.py index 7d57b54b..0aa3faa2 100644 --- a/scripts/determine_availability_matrix_MD_UA.py +++ b/scripts/determine_availability_matrix_MD_UA.py @@ -8,12 +8,18 @@ import logging import time import atlite +import fiona import geopandas as gpd import numpy as np from _helpers import configure_logging logger = logging.getLogger(__name__) +def get_wdpa_layer_name(wdpa_fn, layer_substring): + """Get layername from file "wdpa_fn" whose name contains "layer_substring".""" + l = fiona.listlayers(wdpa_fn) + return [_ for _ in l if layer_substring in _][0] + if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake @@ -64,6 +70,29 @@ if __name__ == "__main__": snakemake.input.copernicus, codes=codes, buffer=buffer, crs="EPSG:4326" ) + if config["natura"]: + wdpa_fn = snakemake.input.wdpa_marine if "offwind" in snakemake.wildcards.technology else snakemake.input.wdpa + layer = get_wdpa_layer_name(wdpa_fn, "polygons") + wdpa = gpd.read_file( + wdpa_fn, + bbox=regions.geometry, + layer=layer, + ).to_crs(3035) + if not wdpa.empty: + excluder.add_geometry(wdpa.geometry) + + layer = get_wdpa_layer_name(wdpa_fn, "points") + wdpa_pts = gpd.read_file( + wdpa_fn, + bbox=regions.geometry, + layer=layer, + ).to_crs(3035) + wdpa_pts = wdpa_pts[wdpa_pts["REP_AREA"] > 1] + wdpa_pts["buffer_radius"] = np.sqrt(wdpa_pts["REP_AREA"] / np.pi) * 1000 + wdpa_pts = wdpa_pts.set_geometry(wdpa_pts["geometry"].buffer(wdpa_pts["buffer_radius"])) + if not wdpa_pts.empty: + excluder.add_geometry(wdpa_pts.geometry) + if "max_depth" in config: # lambda not supported for atlite + multiprocessing # use named function np.greater with partially frozen argument instead From 42692c3ca5810b3baba993c9e3dea2584bafec76 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 9 Oct 2023 16:21:04 +0200 Subject: [PATCH 176/608] UA-MD availability matrix: plot shape_availability --- rules/build_electricity.smk | 1 + scripts/determine_availability_matrix_MD_UA.py | 11 +++++++++++ 2 files changed, 12 insertions(+) diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index c44c3353..3eb9ee12 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -237,6 +237,7 @@ rule determine_availability_matrix_MD_UA: + ".nc", output: availability_matrix=RESOURCES + "availability_matrix_MD-UA_{technology}.nc", + availability_map=RESOURCES + "availability_matrix_MD-UA_{technology}.png", log: LOGS + "determine_availability_matrix_MD_UA_{technology}.log", threads: ATLITE_NPROCESSES diff --git a/scripts/determine_availability_matrix_MD_UA.py b/scripts/determine_availability_matrix_MD_UA.py index 0aa3faa2..2fea2294 100644 --- a/scripts/determine_availability_matrix_MD_UA.py +++ b/scripts/determine_availability_matrix_MD_UA.py @@ -10,8 +10,11 @@ import time import atlite import fiona import geopandas as gpd +import matplotlib.pyplot as plt import numpy as np from _helpers import configure_logging +from atlite.gis import shape_availability +from rasterio.plot import show logger = logging.getLogger(__name__) @@ -127,6 +130,14 @@ if __name__ == "__main__": else: availability = cutout.availabilitymatrix(regions, excluder, **kwargs) + regions_geometry = regions.to_crs(3035).geometry + band, transform = shape_availability(regions_geometry, excluder) + fig, ax = plt.subplots(figsize=(4, 8)) + gpd.GeoSeries(regions_geometry.unary_union).plot(ax=ax, color="none") + show(band, transform=transform, cmap="Greens", ax=ax) + plt.axis('off') + plt.savefig(snakemake.output.availability_map, bbox_inches="tight", dpi=500) + # Limit results only to buses for UA and MD buses = regions.loc[regions["country"].isin(["UA", "MD"])].index.values availability = availability.sel(bus=buses) From b1c651f6f395ea21d13a3af69b11c411cfd692e0 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 9 Oct 2023 16:21:23 +0200 Subject: [PATCH 177/608] update .gitignore --- .gitignore | 1 + 1 file changed, 1 insertion(+) diff --git a/.gitignore b/.gitignore index b79cd7ab..c9d2e171 100644 --- a/.gitignore +++ b/.gitignore @@ -46,6 +46,7 @@ data/costs_*.csv dask-worker-space/ publications.jrc.ec.europa.eu/ +d1gam3xoknrgr2.cloudfront.net/ *.org From 091584bb0dfeebb379ec0dc0439e378a81c02926 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 9 Oct 2023 16:22:27 +0200 Subject: [PATCH 178/608] add download rules for WDPA land and marine --- rules/retrieve.smk | 59 ++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 59 insertions(+) diff --git a/rules/retrieve.smk b/rules/retrieve.smk index a122ffc7..f300b1aa 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -220,6 +220,65 @@ if config["enable"]["retrieve"]: RESOURCES + "Copernicus_LC100_global_v3.0.1_2019-nrt_Discrete-Classification-map_EPSG-4326.tif", run: move(input[0], output[0]) + +if config["enable"]["retrieve"]: + + from datetime import datetime + current_month = datetime.now().strftime('%b') + current_year = datetime.now().strftime('%Y') + bYYYY = f"{current_month}{current_year}" + + + # Downloading protected area database from WDPA + # extract the main zip and then merge the contained 3 zipped shapefiles + # Website: https://www.protectedplanet.net/en/thematic-areas/wdpa + rule download_wdpa: + input: + HTTP.remote( + f"d1gam3xoknrgr2.cloudfront.net/current/WDPA_{bYYYY}_Public_shp.zip", + static=True, + keep_local=True, + ) + params: + zip=RESOURCES + f"WDPA_{bYYYY}_shp.zip", + folder=directory(RESOURCES + f"WDPA_{bYYYY}"), + output: + gpkg=RESOURCES + f"WDPA_{bYYYY}.gpkg", + run: + shell("cp {input} {params.zip}") + shell("unzip -o {params.zip} -d {params.folder}") + for i in range(3): + # vsizip is special driver for directly working with zipped shapefiles in ogr2ogr + layer_path = f"/vsizip/{params.folder}/WDPA_{bYYYY}_Public_shp_{i}.zip" + print(f"Adding layer {i+1} of 3 to combined output file.") + shell("ogr2ogr -f gpkg -update -append {output.gpkg} {layer_path}") + + + # Downloading Marine protected area database from WDPA + # extract the main zip and then merge the contained 3 zipped shapefiles + # Website: https://www.protectedplanet.net/en/thematic-areas/marine-protected-areas + rule download_wdpa_marine: + input: + HTTP.remote( + f"d1gam3xoknrgr2.cloudfront.net/current/WDPA_WDOECM_{bYYYY}_Public_marine_shp.zip", + static=True, + keep_local=True, + ), + params: + zip=RESOURCES + f"WDPA_WDOECM_{bYYYY}_marine.zip", + folder=directory(RESOURCES + f"WDPA_WDOECM_{bYYYY}_marine"), + output: + gpkg=RESOURCES + f"WDPA_WDOECM_{bYYYY}_marine.gpkg", + run: + shell("cp {input} {params.zip}") + shell("unzip -o {params.zip} -d {params.folder}") + for i in range(3): + # vsizip is special driver for directly working with zipped shapefiles in ogr2ogr + layer_path = f"/vsizip/{params.folder}/WDPA_WDOECM_{bYYYY}_Public_marine_shp_{i}.zip" + print(f"Adding layer {i+1} of 3 to combined output file.") + shell("ogr2ogr -f gpkg -update -append {output.gpkg} {layer_path}") + + if config["enable"]["retrieve"]: rule retrieve_monthly_co2_prices: From 326aeb682b06c4f2704a86d7aeb2a9206da988e7 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 9 Oct 2023 14:28:06 +0000 Subject: [PATCH 179/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- config/config.ua.yaml | 3 +-- rules/build_electricity.smk | 6 ++--- scripts/base_network.py | 23 +++++++++++-------- .../determine_availability_matrix_MD_UA.py | 20 ++++++++++++---- 4 files changed, 31 insertions(+), 21 deletions(-) diff --git a/config/config.ua.yaml b/config/config.ua.yaml index c3029bf8..dcb1d86e 100644 --- a/config/config.ua.yaml +++ b/config/config.ua.yaml @@ -13,7 +13,7 @@ scenario: - 2050 countries: - - UA +- UA enable: retrieve: true @@ -21,4 +21,3 @@ enable: retrieve_sector_databundle: false retrieve_cost_data: true retrieve_cutout: false - diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index 3eb9ee12..be7425aa 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -210,10 +210,8 @@ rule determine_availability_matrix_MD_UA: input: copernicus=RESOURCES + "Copernicus_LC100_global_v3.0.1_2019-nrt_Discrete-Classification-map_EPSG-4326.tif", - wdpa=RESOURCES - + f"WDPA_{bYYYY}.gpkg", - wdpa_marine=RESOURCES - + f"WDPA_WDOECM_{bYYYY}_marine.gpkg", + wdpa=RESOURCES + f"WDPA_{bYYYY}.gpkg", + wdpa_marine=RESOURCES + f"WDPA_WDOECM_{bYYYY}_marine.gpkg", gebco=lambda w: ( "data/bundle/GEBCO_2014_2D.nc" if "max_depth" in config["renewable"][w.technology].keys() diff --git a/scripts/base_network.py b/scripts/base_network.py index bec90239..1929c59a 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -368,16 +368,19 @@ def _apply_parameter_corrections(n, parameter_corrections): def _reconnect_crimea(lines): logger.info("Reconnecting Crimea to the Ukrainian grid.") - lines_to_crimea = pd.DataFrame({ - "bus0": ["3065", "3181", "3181"], - "bus1": ["3057", "3055", "3057"], - "v_nom": [300, 300, 300], - "num_parallel": [1, 1, 1], - "length": [140, 120, 140], - "carrier": ["AC", "AC", "AC"], - "underground": [False, False, False], - "under_construction": [False, False, False], - }, index=["Melitopol", "Liubymivka left", "Luibymivka right"]) + lines_to_crimea = pd.DataFrame( + { + "bus0": ["3065", "3181", "3181"], + "bus1": ["3057", "3055", "3057"], + "v_nom": [300, 300, 300], + "num_parallel": [1, 1, 1], + "length": [140, 120, 140], + "carrier": ["AC", "AC", "AC"], + "underground": [False, False, False], + "under_construction": [False, False, False], + }, + index=["Melitopol", "Liubymivka left", "Luibymivka right"], + ) return pd.concat([lines, lines_to_crimea]) diff --git a/scripts/determine_availability_matrix_MD_UA.py b/scripts/determine_availability_matrix_MD_UA.py index 2fea2294..8d10f45d 100644 --- a/scripts/determine_availability_matrix_MD_UA.py +++ b/scripts/determine_availability_matrix_MD_UA.py @@ -18,11 +18,15 @@ from rasterio.plot import show logger = logging.getLogger(__name__) + def get_wdpa_layer_name(wdpa_fn, layer_substring): - """Get layername from file "wdpa_fn" whose name contains "layer_substring".""" + """ + Get layername from file "wdpa_fn" whose name contains "layer_substring". + """ l = fiona.listlayers(wdpa_fn) return [_ for _ in l if layer_substring in _][0] + if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake @@ -32,7 +36,7 @@ if __name__ == "__main__": ) configure_logging(snakemake) - nprocesses = None # snakemake.config["atlite"].get("nprocesses") + nprocesses = None # snakemake.config["atlite"].get("nprocesses") noprogress = not snakemake.config["atlite"].get("show_progress", True) config = snakemake.config["renewable"][snakemake.wildcards.technology] @@ -74,7 +78,11 @@ if __name__ == "__main__": ) if config["natura"]: - wdpa_fn = snakemake.input.wdpa_marine if "offwind" in snakemake.wildcards.technology else snakemake.input.wdpa + wdpa_fn = ( + snakemake.input.wdpa_marine + if "offwind" in snakemake.wildcards.technology + else snakemake.input.wdpa + ) layer = get_wdpa_layer_name(wdpa_fn, "polygons") wdpa = gpd.read_file( wdpa_fn, @@ -92,7 +100,9 @@ if __name__ == "__main__": ).to_crs(3035) wdpa_pts = wdpa_pts[wdpa_pts["REP_AREA"] > 1] wdpa_pts["buffer_radius"] = np.sqrt(wdpa_pts["REP_AREA"] / np.pi) * 1000 - wdpa_pts = wdpa_pts.set_geometry(wdpa_pts["geometry"].buffer(wdpa_pts["buffer_radius"])) + wdpa_pts = wdpa_pts.set_geometry( + wdpa_pts["geometry"].buffer(wdpa_pts["buffer_radius"]) + ) if not wdpa_pts.empty: excluder.add_geometry(wdpa_pts.geometry) @@ -135,7 +145,7 @@ if __name__ == "__main__": fig, ax = plt.subplots(figsize=(4, 8)) gpd.GeoSeries(regions_geometry.unary_union).plot(ax=ax, color="none") show(band, transform=transform, cmap="Greens", ax=ax) - plt.axis('off') + plt.axis("off") plt.savefig(snakemake.output.availability_map, bbox_inches="tight", dpi=500) # Limit results only to buses for UA and MD From c019e52956e930f56f9bb211ef446913e1551836 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 9 Oct 2023 18:39:01 +0000 Subject: [PATCH 180/608] [pre-commit.ci] pre-commit autoupdate MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit updates: - [github.com/pre-commit/pre-commit-hooks: v4.4.0 → v4.5.0](https://github.com/pre-commit/pre-commit-hooks/compare/v4.4.0...v4.5.0) - [github.com/snakemake/snakefmt: v0.8.4 → v0.8.5](https://github.com/snakemake/snakefmt/compare/v0.8.4...v0.8.5) --- .pre-commit-config.yaml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 94a332b5..5ca63c01 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -5,7 +5,7 @@ exclude: "^LICENSES" repos: - repo: https://github.com/pre-commit/pre-commit-hooks - rev: v4.4.0 + rev: v4.5.0 hooks: - id: check-merge-conflict - id: end-of-file-fixer @@ -74,7 +74,7 @@ repos: # Format Snakemake rule / workflow files - repo: https://github.com/snakemake/snakefmt - rev: v0.8.4 + rev: v0.8.5 hooks: - id: snakefmt From 429424851805817c2f2ba51011d506a092485f7a Mon Sep 17 00:00:00 2001 From: ekatef Date: Wed, 11 Oct 2023 12:26:10 +0300 Subject: [PATCH 181/608] Re-map country codes to account for "GB" --- scripts/build_retro_cost.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/scripts/build_retro_cost.py b/scripts/build_retro_cost.py index bccea3e4..c9912b2f 100644 --- a/scripts/build_retro_cost.py +++ b/scripts/build_retro_cost.py @@ -198,6 +198,8 @@ def prepare_building_stock_data(): } ) + building_data["country_code"] = building_data["country"].map(country_iso_dic) + # heated floor area ---------------------------------------------------------- area = building_data[ (building_data.type == "Heated area [Mm²]") From f825544c3bf9b30829b97c4ce71c7d107191ce02 Mon Sep 17 00:00:00 2001 From: ekatef Date: Wed, 11 Oct 2023 12:26:30 +0300 Subject: [PATCH 182/608] Remove duplication in column names --- scripts/build_retro_cost.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/scripts/build_retro_cost.py b/scripts/build_retro_cost.py index c9912b2f..5449c4f1 100644 --- a/scripts/build_retro_cost.py +++ b/scripts/build_retro_cost.py @@ -949,7 +949,8 @@ def sample_dE_costs_area( .rename(index=rename_sectors, level=2) .reset_index() ) - .rename(columns={"country": "country_code"}) + # if uncommented, leads to the second `country_code` column + # .rename(columns={"country": "country_code"}) .set_index(["country_code", "subsector", "bage"]) ) From 5ec00c5d9d01d32af5e3f4fd83fb4f2068b6d386 Mon Sep 17 00:00:00 2001 From: ekatef Date: Wed, 11 Oct 2023 12:27:10 +0300 Subject: [PATCH 183/608] Fix type definition for a call of difference function --- scripts/build_retro_cost.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_retro_cost.py b/scripts/build_retro_cost.py index 5449c4f1..bacb8715 100644 --- a/scripts/build_retro_cost.py +++ b/scripts/build_retro_cost.py @@ -963,7 +963,7 @@ def sample_dE_costs_area( ) # map missing countries - for ct in countries.difference(cost_dE.index.levels[0]): + for ct in set(countries).difference(cost_dE.index.levels[0]): averaged_data = ( cost_dE.reindex(index=map_for_missings[ct], level=0) .mean(level=1) From b51d908bfa5ca1b671154dc3043b4a6a90083653 Mon Sep 17 00:00:00 2001 From: ekatef Date: Wed, 11 Oct 2023 12:27:31 +0300 Subject: [PATCH 184/608] Fix computation of the mean --- scripts/build_retro_cost.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/scripts/build_retro_cost.py b/scripts/build_retro_cost.py index bacb8715..cb3caeff 100644 --- a/scripts/build_retro_cost.py +++ b/scripts/build_retro_cost.py @@ -966,7 +966,8 @@ def sample_dE_costs_area( for ct in set(countries).difference(cost_dE.index.levels[0]): averaged_data = ( cost_dE.reindex(index=map_for_missings[ct], level=0) - .mean(level=1) + .groupby(level=1) + .mean() .set_index(pd.MultiIndex.from_product([[ct], cost_dE.index.levels[1]])) ) cost_dE = pd.concat(cost_dE, averaged_data) From 5ee9df000b99ed94145bf366c60b2ce2c467b194 Mon Sep 17 00:00:00 2001 From: ekatef Date: Wed, 11 Oct 2023 12:28:08 +0300 Subject: [PATCH 185/608] Make an argument of pd.concat to a list --- scripts/build_retro_cost.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/scripts/build_retro_cost.py b/scripts/build_retro_cost.py index cb3caeff..b65c82ba 100644 --- a/scripts/build_retro_cost.py +++ b/scripts/build_retro_cost.py @@ -970,7 +970,7 @@ def sample_dE_costs_area( .mean() .set_index(pd.MultiIndex.from_product([[ct], cost_dE.index.levels[1]])) ) - cost_dE = pd.concat(cost_dE, averaged_data) + cost_dE = pd.concat([cost_dE, averaged_data]) # weights costs after construction index if construction_index: @@ -999,12 +999,12 @@ def sample_dE_costs_area( ) ) ) - cost_dE = pd.concat(cost_dE, tot).unstack().stack() + cost_dE = pd.concat([cost_dE, tot]).unstack().stack() summed_area = pd.DataFrame(area_tot.groupby("country").sum()).set_index( pd.MultiIndex.from_product([area_tot.index.unique(level="country"), ["tot"]]) ) - area_tot = pd.concat(area_tot, summed_area).unstack().stack() + area_tot = pd.concat([area_tot, summed_area]).unstack().stack() cost_per_saving = cost_dE["cost"] / ( 1 - cost_dE["dE"] From 7ad60cb7f985dee07c515d0b795eebbc9660ecc1 Mon Sep 17 00:00:00 2001 From: ekatef Date: Wed, 11 Oct 2023 12:28:34 +0300 Subject: [PATCH 186/608] Fix calculation of averages --- scripts/build_retro_cost.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_retro_cost.py b/scripts/build_retro_cost.py index b65c82ba..04ae6ef4 100644 --- a/scripts/build_retro_cost.py +++ b/scripts/build_retro_cost.py @@ -987,7 +987,7 @@ def sample_dE_costs_area( # drop not considered countries cost_dE = cost_dE.reindex(countries, level=0) # get share of residential and service floor area - sec_w = area_tot.value / area_tot.value.groupby(level=0).sum() + sec_w = area_tot.div(area_tot.groupby(level=0).transform('sum')) # get the total cost-energy-savings weight by sector area tot = ( cost_dE.mul(sec_w, axis=0) From fcef19456699cb696452c5dd83dbd0a996fc994e Mon Sep 17 00:00:00 2001 From: ekatef Date: Wed, 11 Oct 2023 12:29:38 +0300 Subject: [PATCH 187/608] Reference to a multiindex level by number instead of name --- scripts/build_retro_cost.py | 13 ++++++++----- 1 file changed, 8 insertions(+), 5 deletions(-) diff --git a/scripts/build_retro_cost.py b/scripts/build_retro_cost.py index 04ae6ef4..41c2442b 100644 --- a/scripts/build_retro_cost.py +++ b/scripts/build_retro_cost.py @@ -990,19 +990,22 @@ def sample_dE_costs_area( sec_w = area_tot.div(area_tot.groupby(level=0).transform('sum')) # get the total cost-energy-savings weight by sector area tot = ( - cost_dE.mul(sec_w, axis=0) - .groupby(level="country_code") + # sec_w has columns "estimated" and "value" + cost_dE.mul(sec_w.value, axis=0) + # for some reasons names of the levels were lost somewhere + #.groupby(level="country_code") + .groupby(level=0) .sum() .set_index( pd.MultiIndex.from_product( - [cost_dE.index.unique(level="country_code"), ["tot"]] + [cost_dE.index.unique(level=0), ["tot"]] ) ) ) cost_dE = pd.concat([cost_dE, tot]).unstack().stack() - summed_area = pd.DataFrame(area_tot.groupby("country").sum()).set_index( - pd.MultiIndex.from_product([area_tot.index.unique(level="country"), ["tot"]]) + summed_area = pd.DataFrame(area_tot.groupby(level=0).sum()).set_index( + pd.MultiIndex.from_product([area_tot.index.unique(level=0), ["tot"]]) ) area_tot = pd.concat([area_tot, summed_area]).unstack().stack() From 43e20a26e623ab69d7574afb4812a02c3572a831 Mon Sep 17 00:00:00 2001 From: Thomas Gilon Date: Fri, 6 Oct 2023 12:18:46 +0200 Subject: [PATCH 188/608] Add rule to update IRENA data for existing infrastructure --- config/config.default.yaml | 1 + .../offwind_capacity_IRENA.csv | 68 +++++------ .../onwind_capacity_IRENA.csv | 68 +++++------ .../solar_capacity_IRENA.csv | 68 +++++------ doc/configtables/enable.csv | 1 + doc/release_notes.rst | 2 + doc/retrieve.rst | 5 + rules/retrieve.smk | 21 ++++ scripts/retrieve_irena.py | 107 ++++++++++++++++++ 9 files changed, 239 insertions(+), 102 deletions(-) create mode 100644 scripts/retrieve_irena.py diff --git a/config/config.default.yaml b/config/config.default.yaml index 7bae66d1..51da2c7b 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -68,6 +68,7 @@ enable: retrieve_sector_databundle: true retrieve_cost_data: true build_cutout: false + retrieve_irena: false retrieve_cutout: true build_natura_raster: false retrieve_natura_raster: true diff --git a/data/existing_infrastructure/offwind_capacity_IRENA.csv b/data/existing_infrastructure/offwind_capacity_IRENA.csv index 5400e4fb..d2a3f0f1 100644 --- a/data/existing_infrastructure/offwind_capacity_IRENA.csv +++ b/data/existing_infrastructure/offwind_capacity_IRENA.csv @@ -1,34 +1,34 @@ -Country/area,2000,2001,2002,2003,2004,2005,2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018 -Albania,,,,,,,,,,,,,,,,,,, -Austria,,,,,,,,,,,,,,,,,,, -Belgium,,,,,,,,,,31.5,196.5,196.5,381,707.7,707.7,712,712.2,877.2,1185.9 -Bosnia Herzg,,,,,,,,,,,,,,,,,,, -Bulgaria,,,,,,,,,,,,,,,,,,, -Croatia,,,,,,,,,,,,,,,,,,, -Czechia,,,,,,,,,,,,,,,,,,, -Denmark,50,50,214,423.4,423.4,423.4,423.4,423.4,423.4,660.9,867.9,871.5,921.9,1271.1,1271.1,1271.1,1271.1,1263.8,1700.8 -Estonia,,,,,,,,,,,,,,,,,,, -Finland,,,,,,,,,24,24,26.3,26.3,26.3,26.3,26.3,32,32,72.7,72.7 -France,,,,,,,,,,,,,,,,,,2,2 -Germany,,,,,,,,,,35,80,188,268,508,994,3283,4132,5406,6396 -Greece,,,,,,,,,,,,,,,,,,, -Hungary,,,,,,,,,,,,,,,,,,, -Ireland,,,,,25.2,25.2,25.2,25.2,25.2,25.2,25.2,25.2,25.2,25.2,25.2,25.2,25.2,25.2,25.2 -Italy,,,,,,,,,,,,,,,,,,, -Latvia,,,,,,,,,,,,,,,,,,, -Lithuania,,,,,,,,,,,,,,,,,,, -Luxembourg,,,,,,,,,,,,,,,,,,, -Montenegro,,,,,,,,,,,,,,,,,,, -Netherlands,,,,,,,108,108,228,228,228,228,228,228,228,357,957,957,957 -North Macedonia,,,,,,,,,,,,,,,,,,, -Norway,,,,,,,,,,2.3,2.3,2.3,2.3,2.3,2.3,2.3,2.3,2.3,2.3 -Poland,,,,,,,,,,,,,,,,,,, -Portugal,,,,,,,,,,,,1.9,2,2,2,2,,, -Romania,,,,,,,,,,,,,,,,,,, -Serbia,,,,,,,,,,,,,,,,,,, -Slovakia,,,,,,,,,,,,,,,,,,, -Slovenia,,,,,,,,,,,,,,,,,,, -Spain,,,,,,,,,,,,,,5,5,5,5,5,5 -Sweden,13,22,22,22,22,22,22,131,133,163,163,163,163,212,213,213,203,203,203 -Switzerland,,,,,,,,,,,,,,,,,,, -UK,3.8,3.8,3.8,63.8,123.8,213.8,303.8,393.8,596.2,951.2,1341.5,1838.3,2995.5,3696,4501.3,5093.4,5293.4,6987.9,8216.5 +Country/area,2000,2001,2002,2003,2004,2005,2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020,2021,2022 +Albania,,,,,,,,,,,,,,,,,,,,,,, +Austria,,,,,,,,,,,,,,,,,,,,,,, +Belgium,,,,,,,,,,31.5,196.5,196.5,381.0,707.7,707.7,712.0,712.2,877.2,1185.9,1555.5,2261.8,2261.8,2261.8 +Bosnia Herzg,,,,,,,,,,,,,,,,,,,,,,, +Bulgaria,,,,,,,,,,,,,,,,,,,,,,, +Croatia,,,,,,,,,,,,,,,,,,,,,,, +Czechia,,,,,,,,,,,,,,,,,,,,,,, +Denmark,49.95,49.95,213.95,423.35,423.35,423.35,423.35,423.35,423.35,660.85,867.85,871.45,921.85,1271.05,1271.05,1271.05,1271.05,1263.8,1700.8,1700.8,1700.8,2305.6,2305.6 +Estonia,,,,,,,,,,,,,,,,,,,,,,, +Finland,,,,,,,,,24.0,24.0,26.3,26.3,26.3,26.3,26.3,32.0,32.0,72.7,72.7,73.0,73.0,73.0,73.0 +France,,,,,,,,,,,,,,,,,,2.0,2.0,2.0,2.0,2.0,482.0 +Germany,,,,,,,,,,35.0,80.0,188.0,268.0,508.0,994.0,3283.0,4132.0,5406.0,6393.0,7555.0,7787.0,7787.0,8129.0 +Greece,,,,,,,,,,,,,,,,,,,,,,, +Hungary,,,,,,,,,,,,,,,,,,,,,,, +Ireland,,,,,25.2,25.2,25.2,25.2,25.2,25.2,25.2,25.2,25.2,25.2,25.2,25.2,25.2,25.2,25.2,25.2,25.2,25.2,25.2 +Italy,,,,,,,,,,,,,,,,,,,,,,,30.0 +Latvia,,,,,,,,,,,,,,,,,,,,,,, +Lithuania,,,,,,,,,,,,,,,,,,,,,,, +Luxembourg,,,,,,,,,,,,,,,,,,,,,,, +Montenegro,,,,,,,,,,,,,,,,,,,,,,, +Netherlands,,,,,,,108.0,108.0,228.0,228.0,228.0,228.0,228.0,228.0,228.0,357.0,957.0,957.0,957.0,957.0,2459.5,2459.5,2571.0 +North Macedonia,,,,,,,,,,,,,,,,,,,,,,, +Norway,,,,,,,,,,2.3,2.3,2.3,2.3,2.3,2.3,2.3,2.3,2.3,2.3,2.3,2.3,6.3,66.3 +Poland,,,,,,,,,,,,,,,,,,,,,,, +Portugal,,,,,,,,,,,,1.86,2.0,2.0,2.0,2.0,,,,,25.0,25.0,25.0 +Romania,,,,,,,,,,,,,,,,,,,,,,, +Serbia,,,,,,,,,,,,,,,,,,,,,,, +Slovakia,,,,,,,,,,,,,,,,,,,,,,, +Slovenia,,,,,,,,,,,,,,,,,,,,,,, +Spain,,,,,,,,,,,,,,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0,5.0 +Sweden,13.0,22.0,22.0,22.0,22.0,22.0,22.0,131.0,133.0,163.0,163.0,163.0,163.0,212.0,213.0,213.0,203.0,203.0,203.0,203.0,203.0,193.0,193.0 +Switzerland,,,,,,,,,,,,,,,,,,,,,,, +UK,4.0,4.0,4.0,64.0,124.0,214.0,304.0,394.0,596.2,951.0,1341.0,1838.0,2995.0,3696.0,4501.0,5093.0,5293.0,6988.0,8181.0,9888.0,10383.0,11255.0,13928.0 diff --git a/data/existing_infrastructure/onwind_capacity_IRENA.csv b/data/existing_infrastructure/onwind_capacity_IRENA.csv index ca7bb5ec..cd5ac19c 100644 --- a/data/existing_infrastructure/onwind_capacity_IRENA.csv +++ b/data/existing_infrastructure/onwind_capacity_IRENA.csv @@ -1,34 +1,34 @@ -Country/area,2000,2001,2002,2003,2004,2005,2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018 -Albania,,,,,,,,,,,,,,,,,,, -Austria,50,67,109,322,581,825.2,968.3,991.2,992,1001,1015.8,1106,1337.2,1674.5,2110.3,2488.7,2730,2886.7,3132.7 -Belgium,14,26,31,67,96,167,212,276,324,576.5,715.5,872.5,989,1072.3,1236.3,1464,1657.8,1919.3,2074.8 -Bosnia Herzg,,,,,,,,,,,,0.3,0.3,0.3,0.3,0.3,0.3,0.3,50.9 -Bulgaria,,,,,1,8,27,30,114,333,488,541,677,683,699,699,699,698.4,698.9 -Croatia,,,,,6,6,17,17,17,70,79,130,180,254,339,418,483,576.1,586.3 -Czechia,2,,6.4,10.6,16.5,22,43.5,113.8,150,193,213,213,258,262,278,281,282,308.2,316.2 -Denmark,2340.1,2447.2,2680.6,2696.6,2700.4,2704.5,2712.3,2700.9,2739.5,2821.2,2934,3080.5,3240.1,3547.9,3615.4,3805.9,3974.5,4225.8,4419.8 -Estonia,,,1,3,7,31,31,50,77,104,108,180,266,248,275,300,310,311.8,310 -Finland,38,39,43,52,82,82,86,110,119,123,170.7,172.7,230.7,420.7,600.7,973,1533,1971.3,1968.3 -France,38,66,138,218,358,690,1412,2223,3403,4582,5912,6758,7607.5,8156,9201.4,10298.2,11566.6,13497.4,14898.1 -Germany,6095,8754,12001,14381,16419,18248,20474,22116,22794,25697,26823,28524,30711,32969,37620,41297,45303,50174,52447 -Greece,226,270,287,371,470,491,749,846,1022,1171,1298,1640,1753,1809,1978,2091,2370,2624,2877.5 -Hungary,,1,1,3,3,17,33,61,134,203,293,331,325,329,329,329,329,329,329 -Ireland,116.5,122.9,134.8,210.3,311.2,468.1,651.3,715.3,917.1,1226.1,1365.2,1559.4,1679.2,1983,2258.1,2426,2760.8,3292.8,3650.9 -Italy,363,664,780,874,1127,1635,1902,2702,3525,4879,5794,6918,8102,8542,8683,9137,9384,9736.6,10230.2 -Latvia,2,2,22,26,26,26,26,26,28,29,30,36,59,65.9,68.9,68.2,69.9,77.1,78.2 -Lithuania,,,,,1,1,31,47,54,98,133,202,275,279,288,436,509,518,533 -Luxembourg,14,13.9,13.9,20.5,34.9,34.9,34.9,34.9,42.9,42.9,43.7,44.5,58.3,58.3,58.3,63.8,119.7,119.7,122.9 -Montenegro,,,,,,,,,,,,,,,,,,72,118 -Netherlands,447,486,672,905,1075,1224,1453,1641,1921,1994,2009,2088,2205,2485,2637,3034,3300,3245,3436 -North Macedonia,,,,,,,,,,,,,,,37,37,37,37,37 -Norway,13,13,97,97,152,265,284,348,395,420.7,422.7,509.7,702.7,815.7,856.7,864.7,880.7,1204.7,1708 -Poland,4,19,32,35,40,121,172,306,526,709,1108,1800,2564,3429,3836,4886,5747,5759.4,5766.1 -Portugal,83,125,190,268,553,1064,1681,2201,2857,3326,3796,4254.4,4409.6,4607.9,4854.6,4934.8,5124.1,5124.1,5172.4 -Romania,,,,,,1,1,3,5,15,389,988,1822,2773,3244,3130,3025,3029.8,3032.3 -Serbia,,,,,,,,,,,,,0.5,0.5,0.5,10.4,17,25,25 -Slovakia,,,,3,3,5,5,5,5,3,3,3,3,5,3,3,3,4,3 -Slovenia,,,,,,,,,,,,,,4,4,5,5,5,5.2 -Spain,2206,3397,4891,5945,8317,9918,11722,14820,16555,19176,20693,21529,22789,22953,22920,22938,22985,23119.5,23400.1 -Sweden,196,273,335,395,453,500,563,692,956,1312,1854,2601,3443,3982,4875,5606,6232,6408,7097 -Switzerland,3,5,5,5,9,12,12,12,14,18,42,46,49,60,60,60,75,75,75 -UK,408.2,489.2,530.2,678.2,809.2,1351.2,1651.2,2083.2,2849.8,3470.8,4079.8,4758,6035,7586.3,8572.7,9212.2,10832.3,12596.9,13553.9 +Country/area,2000,2001,2002,2003,2004,2005,2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020,2021,2022 +Albania,,,,,,,,,,,,,,,,,,,,,,, +Austria,50.0,67.0,109.0,322.0,581.0,825.22,968.27,991.16,991.97,1000.99,1015.83,1105.97,1337.15,1674.54,2110.28,2488.73,2730.0,2886.7,3132.71,3224.12,3225.98,3407.81,3735.81 +Belgium,14.0,26.0,31.0,67.0,96.0,167.0,212.0,276.0,324.0,576.5,715.5,872.5,985.9,1061.3,1225.0,1469.3,1621.6,1902.2,2119.0,2308.0,2410.9,2686.6,2989.6 +Bosnia Herzg,,,,,,,,,,,,0.3,0.3,0.3,0.3,0.3,0.3,0.3,51.0,87.0,87.0,135.0,135.0 +Bulgaria,,,,,1.0,8.0,27.0,30.0,114.0,333.0,488.0,541.0,677.0,683.0,699.0,699.0,699.0,698.39,698.92,703.12,702.8,704.38,704.38 +Croatia,,,,,6.0,6.0,17.0,17.0,17.0,70.0,79.0,130.0,180.0,254.0,339.0,418.0,483.0,576.1,586.3,646.3,801.3,986.9,1042.9 +Czechia,2.0,,6.4,10.6,16.5,22.0,43.5,113.8,150.0,193.0,213.0,213.0,258.0,262.0,278.0,281.0,282.0,308.21,316.2,339.41,339.42,339.41,339.41 +Denmark,2340.07,2447.2,2680.58,2696.57,2700.36,2704.49,2712.35,2700.86,2739.52,2821.24,2933.98,3080.53,3240.09,3547.87,3615.35,3805.92,3974.09,4225.15,4421.86,4409.74,4566.23,4715.24,4782.24 +Estonia,,,1.0,3.0,7.0,31.0,31.0,50.0,77.0,104.0,108.0,180.0,266.0,248.0,275.0,300.0,310.0,311.8,310.0,316.0,317.0,315.0,315.0 +Finland,38.0,39.0,43.0,52.0,82.0,82.0,86.0,110.0,119.0,123.0,170.7,172.7,230.7,420.7,600.7,973.0,1533.0,1971.3,1968.3,2211.0,2513.0,3184.0,5541.0 +France,38.0,66.0,138.0,218.0,358.0,690.0,1412.0,2223.0,3403.0,4582.0,5912.0,6758.02,7607.5,8155.96,9201.42,10298.18,11566.56,13497.35,14898.14,16424.85,17512.0,18737.98,20637.98 +Germany,6095.0,8754.0,12001.0,14381.0,16419.0,18248.0,20474.0,22116.0,22794.0,25697.0,26823.0,28524.0,30711.0,32969.0,37620.0,41297.0,45303.0,50174.0,52328.0,53187.0,54414.0,56046.0,58165.0 +Greece,226.0,270.0,287.0,371.0,470.0,491.0,749.0,846.0,1022.0,1171.0,1298.0,1640.0,1753.0,1809.0,1978.0,2091.0,2370.0,2624.0,2877.5,3589.0,4119.25,4649.13,4879.13 +Hungary,,1.0,1.0,3.0,3.0,17.0,33.0,61.0,134.0,203.0,293.0,331.0,325.0,329.0,329.0,329.0,329.0,329.0,329.0,323.0,323.0,324.0,324.0 +Ireland,116.5,122.9,134.8,210.3,311.2,468.1,651.3,715.3,917.1,1226.1,1365.2,1559.4,1679.15,1898.1,2258.05,2425.95,2776.45,3293.95,3648.65,4101.25,4281.5,4313.84,4593.84 +Italy,363.0,664.0,780.0,874.0,1127.0,1635.0,1902.0,2702.0,3525.0,4879.0,5794.0,6918.0,8102.0,8542.0,8683.0,9137.0,9384.0,9736.58,10230.25,10679.46,10870.62,11253.73,11749.73 +Latvia,2.0,2.0,22.0,26.0,26.0,26.0,26.0,26.0,28.0,29.0,30.0,36.0,59.0,65.89,68.92,68.17,69.91,77.11,78.17,78.07,78.07,77.13,136.13 +Lithuania,,,,,1.0,1.0,31.0,47.0,54.0,98.0,133.0,202.0,275.0,279.0,288.0,436.0,509.0,518.0,533.0,534.0,540.0,671.0,814.0 +Luxembourg,14.0,13.9,13.9,20.5,34.9,34.9,34.9,34.9,42.92,42.93,43.73,44.53,58.33,58.33,58.34,63.79,119.69,119.69,122.89,135.79,152.74,136.44,165.44 +Montenegro,,,,,,,,,,,,,,,,,,72.0,72.0,118.0,118.0,118.0,118.0 +Netherlands,447.0,486.0,672.0,905.0,1075.0,1224.0,1453.0,1641.0,1921.0,1994.0,2009.0,2088.0,2205.0,2485.0,2637.0,3033.84,3300.12,3245.0,3436.11,3527.16,4188.38,5309.87,6176.0 +North Macedonia,,,,,,,,,,,,,,,37.0,37.0,37.0,37.0,37.0,37.0,37.0,37.0,37.0 +Norway,13.0,13.0,97.0,97.0,152.0,265.0,284.0,348.0,395.0,420.7,422.7,509.7,702.7,815.7,856.7,864.7,880.7,1204.7,1707.7,2911.7,4027.7,5042.7,5067.7 +Poland,4.0,19.0,32.0,35.0,40.0,121.0,172.0,306.0,526.0,709.0,1108.0,1800.0,2564.0,3429.0,3836.0,4886.0,5747.0,5759.36,5766.08,5837.76,6298.25,6967.34,7987.34 +Portugal,83.0,125.0,190.0,268.0,553.0,1064.0,1681.0,2201.0,2857.0,3326.0,3796.0,4254.35,4409.55,4607.95,4854.56,4934.84,5124.1,5124.1,5172.36,5222.75,5097.26,5402.33,5430.33 +Romania,,,,,,1.0,1.0,3.0,5.0,15.0,389.0,988.0,1822.0,2773.0,3244.0,3130.0,3025.0,3029.8,3032.26,3037.52,3012.53,3014.96,3014.96 +Serbia,,,,,,,,,,,,,0.5,0.5,0.5,10.4,17.0,25.0,227.0,398.0,398.0,398.0,398.0 +Slovakia,,,,3.0,3.0,5.0,5.0,5.0,5.0,3.0,3.0,3.0,3.0,5.0,3.0,3.0,3.0,4.0,3.0,4.0,4.0,4.0,4.0 +Slovenia,,,,,,,,,,,,,2.0,2.0,3.0,3.0,3.0,3.3,3.3,3.3,3.3,3.33,3.33 +Spain,2206.0,3397.0,4891.0,5945.0,8317.0,9918.0,11722.0,14820.0,16555.0,19176.0,20693.0,21529.0,22789.0,22953.0,22920.0,22938.0,22985.0,23119.48,23400.06,25585.08,26814.19,27902.65,29302.84 +Sweden,196.0,273.0,335.0,395.0,453.0,500.0,563.0,692.0,956.0,1312.0,1854.0,2601.0,3443.0,3982.0,4875.0,5606.0,6232.0,6408.0,7097.0,8478.0,9773.0,11923.0,14364.0 +Switzerland,3.0,5.0,5.0,5.0,9.0,12.0,12.0,12.0,14.0,18.0,42.0,46.0,49.0,60.0,60.0,60.0,75.0,75.0,75.0,75.0,87.0,87.0,87.0 +UK,431.0,490.0,531.0,678.0,809.0,1351.0,1651.0,2083.0,2849.8,3468.0,4080.0,4758.0,6035.0,7586.0,8573.0,9212.0,10833.0,12597.0,13425.0,13999.0,14075.0,14492.0,14832.0 diff --git a/data/existing_infrastructure/solar_capacity_IRENA.csv b/data/existing_infrastructure/solar_capacity_IRENA.csv index ac84c2d1..01683f8d 100644 --- a/data/existing_infrastructure/solar_capacity_IRENA.csv +++ b/data/existing_infrastructure/solar_capacity_IRENA.csv @@ -1,34 +1,34 @@ -Country/area,2000,2001,2002,2003,2004,2005,2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018 -Albania,,0.1,0.2,0.2,0.2,0.2,0.2,0.2,0.2,0.3,0.4,0.6,0.7,0.8,0.9,1.1,1,1,1 -Austria,5,7,9,23,27,21,22.4,24.2,30.1,48.9,88.8,174.1,337.5,626,785.2,937.1,1096,1269,1437.6 -Belgium,,,1,1,1,2,2,20,62,386,1007,1979,2647,2902,3015.2,3131.7,3327,3616.2,3986.5 -Bosnia Herzg,,,,0.1,0.2,0.3,0.3,0.3,0.3,0.3,0.3,0.3,0.3,1.3,7.2,8.2,14.1,16,18.2 -Bulgaria,,,,,,,,0,0.1,2,25,154,1013,1020,1026,1029,1028,1035.6,1032.7 -Croatia,,,,,,,,,,0.3,0.3,0.3,4,19,33,47.8,55.8,60,67.7 -Czechia,0.1,0.1,0.2,0.3,0.4,0.6,0.8,4,39.5,464.6,1727,1913,2022,2063.5,2067.4,2074.9,2067.9,2069.5,2075.1 -Denmark,1,1,2,2,2,3,3,3,3,5,7,17,402,571,607,782.1,851,906.4,998 -Estonia,,,,,,,,,,0.1,0.1,0.2,0.4,1.5,3.3,6.5,10,15,31.9 -Finland,2,3,3,3,4,4,5,5,6,6,7,7,8,9,11,17,39,82,140 -France,7,7,8,9,11,13,15,26,80,277,1044,3003.6,4358.8,5277.3,6034.4,7137.5,7702.1,8610.4,9617 -Germany,114,195,260,435,1105,2056,2899,4170,6120,10564,18004,25914,34075,36708,37898,39222,40677,42291,45179 -Greece,,1,1,1,1,1,5,9,12,46,202,612,1536,2579,2596,2604,2604,2605.5,2651.6 -Hungary,,,,,,,,0.4,1,1,2,4,12,35,89,172,235,344,726 -Ireland,,,,,,,,,,0.6,0.7,0.8,0.9,1,1.6,2.4,5.9,15.7,24.2 -Italy,19,20,22,26,31,34,45,110,483,1264,3592,13131,16785,18185,18594,18901,19283,19682.3,20107.6 -Latvia,,,,,,,,,,,,,0.2,0.2,0.2,0.2,0.7,0.7,2 -Lithuania,,,,,,,,,0.1,0.1,0.1,0.3,7,68,69,69,70,73.8,82 -Luxembourg,,0.2,1.6,14.2,23.6,23.6,23.7,23.9,24.6,26.4,29.5,40.7,74.7,95,109.9,116.3,121.9,128.1,130.6 -Montenegro,,,,,,,0,0.2,0.4,0.4,0.6,0.8,0.9,1.1,2.1,2.7,3.1,3.4,3.4 -Netherlands,13,21,26,46,50,51,53,54,59,69,90,149,369,746,1048,1515,2049,2903,4522 -North Macedonia,,,,,,,,,,,0,2,4,7,15,17,16.7,16.7,20.6 -Norway,6,6,6,7,7,7,8,8,8.3,8.7,9.1,9.5,10,11,13,15,26.7,44.9,68.4 -Poland,,,,,,,,,,,,1.1,1.3,2.4,27.2,107.8,187.2,287.1,562 -Portugal,1,1,1,2,2,2,3,24,59,115,134,172,238,296,415,447,512.8,579.2,667.4 -Romania,,,,,,,,,0.1,0.1,0.1,1,41,761,1293,1326,1372,1374.1,1385.8 -Serbia,,,,,,0.1,0.2,0.4,0.9,1.2,1.3,1.5,3.1,4.7,6,9,11,10,10 -Slovakia,,,,,,,,,,,19,496,513,533,533,533,533,528,472 -Slovenia,,,0,0,0,0,0.2,0.6,1,4,12,57,142,187,223,238,233,246.8,221.3 -Spain,10,13,17,22,33,52,130,494,3384,3423,3873,4283,4569,4690,4697,4704,4713,4723,4763.5 -Sweden,3,3,3,4,4,4,5,6,8,9,11,12,24,43,60,104,153,402,492 -Switzerland,16,18,20,22,24,28,30,37,49,79,125,223,437,756,1061,1394,1664,1906,2171 -UK,2,3,4,6,8,11,14,18,23,27,95,1000,1753,2937,5528,9601.2,11930.5,12781.8,13118.3 +Country/area,2000,2001,2002,2003,2004,2005,2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020,2021,2022 +Albania,,0.1,0.2,0.2,0.2,0.2,0.2,0.2,0.2,0.3,0.4,0.56,0.68,0.76,0.87,1.05,1.0,1.0,1.0,14.0,21.0,23.0,28.6 +Austria,5.0,7.0,9.0,23.0,27.0,18.49,19.61,21.42,27.0,45.56,85.27,169.88,333.09,620.78,779.76,931.56,1089.53,1262.01,1447.94,1694.4,2034.74,2773.91,3538.91 +Belgium,,,1.0,1.0,1.0,2.0,2.0,20.0,62.0,386.0,1006.6,1978.6,2646.6,2901.6,3015.0,3131.6,3328.8,3620.6,4000.0,4636.6,5572.8,6012.4,6898.4 +Bosnia Herzg,,,,0.1,0.2,0.3,0.3,0.3,0.3,0.3,0.3,0.3,0.35,1.34,7.17,8.17,14.12,16.0,18.15,22.35,34.89,56.51,107.47 +Bulgaria,,,,,,,,0.03,0.1,2.0,25.0,154.0,921.99,1038.54,1028.92,1027.89,1029.89,1030.7,1033.06,1044.39,1100.21,1274.71,1948.36 +Croatia,,,,,,,,,,0.3,0.3,0.3,4.0,19.0,33.0,47.8,55.8,60.0,67.7,84.8,108.5,138.3,182.3 +Czechia,0.1,0.1,0.2,0.3,0.4,0.59,0.84,3.96,39.5,464.6,1727.0,1913.0,2022.0,2063.5,2067.4,2074.9,2067.9,2075.44,2081.05,2110.67,2171.96,2246.09,2627.09 +Denmark,1.0,1.0,2.0,2.0,2.0,3.0,3.0,3.0,3.0,5.0,7.0,17.0,402.0,571.0,607.0,782.11,850.95,906.35,998.0,1080.0,1304.29,1704.04,3122.04 +Estonia,,,,,,,,,,0.1,0.1,0.2,0.38,1.5,3.34,6.5,10.0,15.0,31.9,120.6,207.67,394.77,534.77 +Finland,2.0,3.0,3.0,3.0,4.0,4.0,5.0,5.0,6.0,6.0,7.0,7.0,8.0,9.0,11.0,17.0,39.0,82.0,140.0,222.0,318.0,425.0,590.6 +France,7.0,7.0,8.0,9.0,11.0,13.0,15.0,26.0,80.0,277.0,1044.0,3003.57,4358.75,5277.29,6034.42,7137.52,7702.08,8610.44,9638.88,10738.39,11812.2,14436.97,17036.97 +Germany,114.0,195.0,260.0,435.0,1105.0,2056.0,2899.0,4170.0,6120.0,10564.0,18004.0,25914.0,34075.0,36708.0,37898.0,39222.0,40677.0,42291.0,45156.0,48912.0,53669.0,59371.0,66662.0 +Greece,,1.0,1.0,1.0,1.0,1.0,5.0,9.0,12.0,46.0,202.0,612.0,1536.0,2579.0,2596.0,2604.0,2604.0,2605.53,2651.57,2833.79,3287.72,4277.42,5557.42 +Hungary,,,,,,,,0.4,1.0,1.0,2.0,4.0,12.0,35.0,89.0,172.0,235.0,344.0,728.0,1400.0,2131.0,2968.0,2988.0 +Ireland,,,,,,,,,,,,,,,,,,,,,,, +Italy,19.0,20.0,22.0,26.0,31.0,34.0,45.0,110.0,483.0,1264.0,3592.0,13131.0,16785.0,18185.0,18594.0,18901.0,19283.0,19682.29,20107.59,20865.28,21650.04,22594.26,25076.56 +Latvia,,,,,,,,,,,,,,,,,0.69,0.69,1.96,3.3,5.1,7.16,56.16 +Lithuania,,,,,,,,,0.1,0.1,0.1,0.3,7.0,68.0,69.0,69.0,70.0,70.08,72.0,73.0,80.0,84.0,397.0 +Luxembourg,,0.16,1.59,14.17,23.56,23.58,23.7,23.93,24.56,26.36,29.45,40.67,74.65,95.02,109.93,116.27,121.9,128.1,130.62,159.74,186.64,277.16,319.16 +Montenegro,,,,,,,,,,,,,,,,,,,,,2.57,2.57,22.2 +Netherlands,13.0,21.0,26.0,46.0,50.0,51.0,53.0,54.0,59.0,69.0,90.0,149.0,287.0,650.0,1007.0,1526.26,2135.02,2910.89,4608.0,7226.0,11108.43,14910.69,18848.69 +North Macedonia,,,,,,,,,,,,2.0,4.0,7.0,15.0,17.0,16.7,16.7,16.7,16.71,84.93,84.93,84.93 +Norway,6.0,6.0,6.0,7.0,7.0,7.0,8.0,8.0,8.3,8.7,9.1,9.5,10.0,11.0,13.0,15.0,26.7,44.9,53.11,102.53,141.53,186.53,302.53 +Poland,,,,,,,,,,,,1.11,1.3,2.39,27.15,107.78,187.25,287.09,561.98,1539.26,3954.96,7415.52,11166.52 +Portugal,1.0,1.0,1.0,2.0,2.0,2.0,3.0,24.0,59.0,115.0,134.0,169.6,235.6,293.6,412.6,441.75,493.05,539.42,617.85,832.74,1010.07,1474.78,2364.78 +Romania,,,,,,,,,0.1,0.1,0.1,1.0,41.0,761.0,1293.0,1326.0,1372.0,1374.13,1385.82,1397.71,1382.54,1393.92,1413.92 +Serbia,,,,,,0.1,0.2,0.4,0.9,1.2,1.3,1.5,3.1,4.7,6.0,9.0,11.0,10.0,11.0,11.0,11.5,11.94,11.94 +Slovakia,,,,,,,,,,,19.0,496.0,513.0,533.0,533.0,533.0,533.0,528.0,472.0,590.0,535.0,537.0,537.0 +Slovenia,1.0,1.0,,,,0.05,0.19,0.59,1.0,4.0,12.0,57.0,142.0,187.0,223.0,238.0,233.0,246.8,246.8,277.88,369.78,461.16,632.16 +Spain,1.0,3.0,6.0,10.0,19.0,37.0,113.0,476.0,3365.0,3403.0,3851.0,4260.0,4545.0,4665.0,4672.0,4677.0,4687.0,4696.0,4730.7,8772.02,10100.42,13678.4,18176.73 +Sweden,3.0,3.0,3.0,4.0,4.0,4.0,5.0,6.0,8.0,9.0,11.0,12.0,24.0,43.0,60.0,104.0,153.0,231.0,411.0,698.0,1090.0,1587.0,2587.0 +Switzerland,16.0,18.0,20.0,22.0,24.0,28.0,30.0,37.0,49.0,79.0,125.0,223.0,437.0,756.0,1061.0,1394.0,1664.0,1906.0,2173.0,2498.0,2973.0,3655.0,4339.92 +UK,2.0,3.0,4.0,6.0,8.0,11.0,14.0,18.0,23.0,27.0,95.0,1000.0,1753.0,2937.0,5528.0,9601.0,11914.0,12760.0,13059.0,13345.0,13579.0,13965.0,14660.0 diff --git a/doc/configtables/enable.csv b/doc/configtables/enable.csv index e1349fef..8dd476cb 100644 --- a/doc/configtables/enable.csv +++ b/doc/configtables/enable.csv @@ -5,6 +5,7 @@ retrieve_databundle,bool,"{true, false}","Switch to retrieve databundle from zen retrieve_sector_databundle,bool,"{true, false}","Switch to retrieve sector databundle from zenodo via the rule :mod:`retrieve_sector_databundle` or whether to keep a custom databundle located in the corresponding folder." retrieve_cost_data,bool,"{true, false}","Switch to retrieve technology cost data from `technology-data repository `_." build_cutout,bool,"{true, false}","Switch to enable the building of cutouts via the rule :mod:`build_cutout`." +retrieve_irena,bool,"{true, false}",Switch to enable the retrieval of ``existing_capacities`` from IRENASTAT with :mod:`retrieve_irena`. retrieve_cutout,bool,"{true, false}","Switch to enable the retrieval of cutouts from zenodo with :mod:`retrieve_cutout`." build_natura_raster,bool,"{true, false}","Switch to enable the creation of the raster ``natura.tiff`` via the rule :mod:`build_natura_raster`." retrieve_natura_raster,bool,"{true, false}","Switch to enable the retrieval of ``natura.tiff`` from zenodo with :mod:`retrieve_natura_raster`." diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 505c747e..f205f1d8 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -29,6 +29,8 @@ Upcoming Release * Rule ``purge`` now initiates a dialog to confirm if purge is desired. +* Rule ``retrieve_irena`` get updated values for renewables capacities. + **Bugs and Compatibility** diff --git a/doc/retrieve.rst b/doc/retrieve.rst index 4786581e..ce32715c 100644 --- a/doc/retrieve.rst +++ b/doc/retrieve.rst @@ -118,6 +118,11 @@ This rule downloads techno-economic assumptions from the `technology-data reposi - ``resources/costs.csv`` +Rule ``retrieve_irena`` +================================ + +.. automodule:: retrieve_irena + Rule ``retrieve_ship_raster`` ================================ diff --git a/rules/retrieve.smk b/rules/retrieve.smk index 66ce76df..fec22eff 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -38,6 +38,27 @@ if config["enable"]["retrieve"] and config["enable"].get("retrieve_databundle", script: "../scripts/retrieve_databundle.py" +if config["enable"].get("retrieve_irena", True): + + datafiles=[ + "offwind_capacity_IRENA.csv", + "onwind_capacity_IRENA.csv", + "solar_capacity_IRENA.csv", + ] + + rule retrieve_irena: + output: + expand("data/existing_infrastructure/{file}", file=datafiles), + log: + LOGS + "retrieve_irena.log", + resources: + mem_mb=1000, + retries: 2 + conda: + "../envs/environment.yaml" + script: + "../scripts/retrieve_irena.py" + if config["enable"]["retrieve"] and config["enable"].get("retrieve_cutout", True): diff --git a/scripts/retrieve_irena.py b/scripts/retrieve_irena.py new file mode 100644 index 00000000..a448525d --- /dev/null +++ b/scripts/retrieve_irena.py @@ -0,0 +1,107 @@ +# -*- coding: utf-8 -*- +# Copyright 2023 Thomas Gilon (Climact) +# SPDX-FileCopyrightText: : 2017-2023 The PyPSA-Eur Authors +# +# SPDX-License-Identifier: MIT + +""" +This rule downloads the existing capacities from `IRENASTAT `_ and extracts it in the ``data/existing_capacities`` sub-directory. + +**Relevant Settings** + +.. code:: yaml + + enable: + retrieve_irena: + +.. seealso:: + Documentation of the configuration file ``config.yaml`` at + :ref:`enable_cf` + +**Outputs** + +- ``data/existing_capacities``: existing capacities for offwind, onwind and solar + +""" + +import logging + +import pandas as pd + +from _helpers import configure_logging + +logger = logging.getLogger(__name__) + +REGIONS = [ + "Albania", + "Austria", + "Belgium", + "Bosnia and Herzegovina", + "Bulgaria", + "Croatia", + "Czechia", + "Denmark", + "Estonia", + "Finland", + "France", + "Germany", + "Greece", + "Hungary", + "Ireland", + "Italy", + "Latvia", + "Lithuania", + "Luxembourg", + "Montenegro", + # "Netherlands", + "Netherlands (Kingdom of the)", + "North Macedonia", + "Norway", + "Poland", + "Portugal", + "Romania", + "Serbia", + "Slovakia", + "Slovenia", + "Spain", + "Sweden", + "Switzerland", + # "United Kingdom", + "United Kingdom of Great Britain and Northern Ireland (the)", +] + +REGIONS_DICT = { + "Bosnia and Herzegovina": "Bosnia Herzg", + "Netherlands (Kingdom of the)": "Netherlands", + "United Kingdom of Great Britain and Northern Ireland (the)": "UK", + +} + +if __name__ == "__main__": + if "snakemake" not in globals(): + from _helpers import mock_snakemake + + snakemake = mock_snakemake("retrieve_irena") + configure_logging(snakemake) + + irena_raw = pd.read_csv("https://pxweb.irena.org:443/sq/99e64b12-fe03-4a7b-92ea-a22cc3713b92", + skiprows=2, index_col=[0, 1, 3], encoding="latin-1") + + var = "Installed electricity capacity (MW)" + irena = ( + irena_raw[var] + .unstack(level=2) + .reset_index(level=1) + .replace(0, "") + ) + + irena = irena[irena.index.isin(REGIONS)] + irena.rename(index=REGIONS_DICT, inplace=True) + + df_offwind = irena[irena.Technology.str.contains("Offshore")].drop(columns=['Technology']) + df_onwind = irena[irena.Technology.str.contains("Onshore")].drop(columns=['Technology']) + df_pv = irena[irena.Technology.str.contains("Solar")].drop(columns=['Technology']) + + df_offwind.to_csv(snakemake.output[0]) + df_onwind.to_csv(snakemake.output[1]) + df_pv.to_csv(snakemake.output[2]) From 230c1a327c39ece654ac3c293b2509c314835896 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 11 Oct 2023 12:27:27 +0000 Subject: [PATCH 189/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/retrieve.smk | 4 ++-- scripts/retrieve_irena.py | 28 ++++++++++++++-------------- 2 files changed, 16 insertions(+), 16 deletions(-) diff --git a/rules/retrieve.smk b/rules/retrieve.smk index fec22eff..843ccd43 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -38,9 +38,9 @@ if config["enable"]["retrieve"] and config["enable"].get("retrieve_databundle", script: "../scripts/retrieve_databundle.py" -if config["enable"].get("retrieve_irena", True): - datafiles=[ +if config["enable"].get("retrieve_irena", True): + datafiles = [ "offwind_capacity_IRENA.csv", "onwind_capacity_IRENA.csv", "solar_capacity_IRENA.csv", diff --git a/scripts/retrieve_irena.py b/scripts/retrieve_irena.py index a448525d..d0f358c2 100644 --- a/scripts/retrieve_irena.py +++ b/scripts/retrieve_irena.py @@ -3,7 +3,6 @@ # SPDX-FileCopyrightText: : 2017-2023 The PyPSA-Eur Authors # # SPDX-License-Identifier: MIT - """ This rule downloads the existing capacities from `IRENASTAT `_ and extracts it in the ``data/existing_capacities`` sub-directory. @@ -27,7 +26,6 @@ This rule downloads the existing capacities from `IRENASTAT Date: Tue, 3 Oct 2023 16:42:48 +0200 Subject: [PATCH 190/608] Add option for SMR CC --- config/config.default.yaml | 1 + doc/configtables/sector.csv | 1 + doc/release_notes.rst | 2 ++ scripts/prepare_sector_network.py | 3 ++- 4 files changed, 6 insertions(+), 1 deletion(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 7bae66d1..4af6436c 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -452,6 +452,7 @@ sector: hydrogen_fuel_cell: true hydrogen_turbine: false SMR: true + SMR_cc: false regional_co2_sequestration_potential: enable: false attribute: 'conservative estimate Mt' diff --git a/doc/configtables/sector.csv b/doc/configtables/sector.csv index d610c862..856ea074 100644 --- a/doc/configtables/sector.csv +++ b/doc/configtables/sector.csv @@ -79,6 +79,7 @@ allam_cycle,--,"{true, false}",Add option to include `Allam cycle gas power plan hydrogen_fuel_cell,--,"{true, false}",Add option to include hydrogen fuel cell for re-electrification. Assuming OCGT technology costs hydrogen_turbine,--,"{true, false}",Add option to include hydrogen turbine for re-electrification. Assuming OCGT technology costs SMR,--,"{true, false}",Add option for transforming natural gas into hydrogen and CO2 using Steam Methane Reforming (SMR) +SMR CC,--,"{true, false}",Add option for transforming natural gas into hydrogen and CO2 using Steam Methane Reforming (SMR) and Carbon Capture (CC) regional_co2 _sequestration_potential,,, -- enable,--,"{true, false}",Add option for regionally-resolved geological carbon dioxide sequestration potentials based on `CO2StoP `_. -- attribute,--,string,Name of the attribute for the sequestration potential diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 505c747e..18a17571 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -29,6 +29,8 @@ Upcoming Release * Rule ``purge`` now initiates a dialog to confirm if purge is desired. +* Split configuration to enable SMR and SMR CC. + **Bugs and Compatibility** diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 30e46031..fc20ab4f 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1392,7 +1392,7 @@ def add_storage_and_grids(n, costs): lifetime=costs.at["coal", "lifetime"], ) - if options["SMR"]: + if options["SMR_cc"]: n.madd( "Link", spatial.nodes, @@ -1410,6 +1410,7 @@ def add_storage_and_grids(n, costs): lifetime=costs.at["SMR CC", "lifetime"], ) + if options["SMR"]: n.madd( "Link", nodes + " SMR", From 892ee30d9801811f7218398f646778066a1a52ac Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 11 Oct 2023 16:07:00 +0200 Subject: [PATCH 191/608] Update config/config.default.yaml --- config/config.default.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 4af6436c..0549de29 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -452,7 +452,7 @@ sector: hydrogen_fuel_cell: true hydrogen_turbine: false SMR: true - SMR_cc: false + SMR_cc: true regional_co2_sequestration_potential: enable: false attribute: 'conservative estimate Mt' From c8fcbaad6e51c2ffd64fea48714ebed222701e47 Mon Sep 17 00:00:00 2001 From: Thomas Gilon <139848565+tgi-climact@users.noreply.github.com> Date: Wed, 11 Oct 2023 16:24:52 +0200 Subject: [PATCH 192/608] Update default value in retrieve.smk Co-authored-by: Fabian Neumann --- rules/retrieve.smk | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/rules/retrieve.smk b/rules/retrieve.smk index 843ccd43..f4188d6b 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -39,7 +39,7 @@ if config["enable"]["retrieve"] and config["enable"].get("retrieve_databundle", "../scripts/retrieve_databundle.py" -if config["enable"].get("retrieve_irena", True): +if config["enable"].get("retrieve_irena"): datafiles = [ "offwind_capacity_IRENA.csv", "onwind_capacity_IRENA.csv", From 4c5ea9e20760823a00ee62a1a11a2c581d2f6c68 Mon Sep 17 00:00:00 2001 From: Thomas Gilon <139848565+tgi-climact@users.noreply.github.com> Date: Wed, 11 Oct 2023 16:27:08 +0200 Subject: [PATCH 193/608] Specify input files required to retrieve irena data Co-authored-by: Fabian Neumann --- rules/retrieve.smk | 10 +++------- scripts/retrieve_irena.py | 6 +++--- 2 files changed, 6 insertions(+), 10 deletions(-) diff --git a/rules/retrieve.smk b/rules/retrieve.smk index f4188d6b..bd923854 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -40,15 +40,11 @@ if config["enable"]["retrieve"] and config["enable"].get("retrieve_databundle", if config["enable"].get("retrieve_irena"): - datafiles = [ - "offwind_capacity_IRENA.csv", - "onwind_capacity_IRENA.csv", - "solar_capacity_IRENA.csv", - ] - rule retrieve_irena: output: - expand("data/existing_infrastructure/{file}", file=datafiles), + offwind="data/existing_infrastructure/offwind_capacity_IRENA.csv", + onwind="data/existing_infrastructure/onwind_capacity_IRENA.csv", + solar="data/existing_infrastructure/solar_capacity_IRENA.csv", log: LOGS + "retrieve_irena.log", resources: diff --git a/scripts/retrieve_irena.py b/scripts/retrieve_irena.py index d0f358c2..7b123475 100644 --- a/scripts/retrieve_irena.py +++ b/scripts/retrieve_irena.py @@ -102,6 +102,6 @@ if __name__ == "__main__": ) df_pv = irena[irena.Technology.str.contains("Solar")].drop(columns=["Technology"]) - df_offwind.to_csv(snakemake.output[0]) - df_onwind.to_csv(snakemake.output[1]) - df_pv.to_csv(snakemake.output[2]) + df_offwind.to_csv(snakemake.output["offwind"]) + df_onwind.to_csv(snakemake.output["onwind"]) + df_pv.to_csv(snakemake.output["solar"]) From d10779ca3485ec524eed1251c6fef31a64f43437 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 11 Oct 2023 14:27:23 +0000 Subject: [PATCH 194/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/retrieve.smk | 1 + 1 file changed, 1 insertion(+) diff --git a/rules/retrieve.smk b/rules/retrieve.smk index bd923854..b830be25 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -40,6 +40,7 @@ if config["enable"]["retrieve"] and config["enable"].get("retrieve_databundle", if config["enable"].get("retrieve_irena"): + rule retrieve_irena: output: offwind="data/existing_infrastructure/offwind_capacity_IRENA.csv", From 460fa00b2814d999c8b055805a704e6f5acff480 Mon Sep 17 00:00:00 2001 From: ekatef Date: Wed, 11 Oct 2023 21:43:51 +0300 Subject: [PATCH 195/608] Fix file name --- scripts/prepare_sector_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 11406bff..fc119b21 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1960,7 +1960,7 @@ def add_heat(n, costs): # demand 'dE' [per unit of original heat demand] for each country and # different retrofitting strengths [additional insulation thickness in m] retro_data = pd.read_csv( - snakemake.input.retro_cost_energy, + snakemake.input.retro_cost, index_col=[0, 1], skipinitialspace=True, header=[0, 1], From dccfabfdac06175add0cd1b14c87169fd13e5b52 Mon Sep 17 00:00:00 2001 From: ekatef Date: Thu, 12 Oct 2023 00:15:47 +0300 Subject: [PATCH 196/608] Fix environment --- envs/environment.yaml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/envs/environment.yaml b/envs/environment.yaml index c3af36bb..23e61722 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -11,7 +11,7 @@ dependencies: - pip - atlite>=0.2.9 -- dask +- dask<=2023.9.1 # Dependencies of the workflow itself - xlrd @@ -27,7 +27,7 @@ dependencies: - numpy - pandas>=1.4 - geopandas>=0.11.0 -- xarray +- xarray<=2023.8.0 - rioxarray - netcdf4 - networkx From 9cde392227b9902b5ad3fbdb52827aca5bf3cc8d Mon Sep 17 00:00:00 2001 From: martacki Date: Thu, 12 Oct 2023 17:09:03 +0200 Subject: [PATCH 197/608] hotfix to overcome xarray chunking error by reverting to an older version --- envs/environment.yaml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/envs/environment.yaml b/envs/environment.yaml index 09c209a6..2826ebbe 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -2,7 +2,7 @@ # # SPDX-License-Identifier: MIT -name: pypsa-eur +name: pypsa-eur-eee channels: - conda-forge - bioconda @@ -27,7 +27,7 @@ dependencies: - numpy - pandas>=1.4 - geopandas>=0.11.0 -- xarray +- xarray<=2023.8.0 - rioxarray - netcdf4 - networkx From 29fad3d63817590e254b362dac18ee4fbc329687 Mon Sep 17 00:00:00 2001 From: martacki Date: Thu, 12 Oct 2023 17:11:41 +0200 Subject: [PATCH 198/608] change environment name back to pypsa-eur --- envs/environment.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/envs/environment.yaml b/envs/environment.yaml index 2826ebbe..696eb01f 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -2,7 +2,7 @@ # # SPDX-License-Identifier: MIT -name: pypsa-eur-eee +name: pypsa-eur channels: - conda-forge - bioconda From 21148e3cc5048734e21cd941384beaa2c87b3ae0 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 13 Oct 2023 10:36:48 +0000 Subject: [PATCH 199/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/build_retro_cost.py | 15 +++++---------- 1 file changed, 5 insertions(+), 10 deletions(-) diff --git a/scripts/build_retro_cost.py b/scripts/build_retro_cost.py index 91bdd1be..2176a3b6 100644 --- a/scripts/build_retro_cost.py +++ b/scripts/build_retro_cost.py @@ -198,12 +198,11 @@ def prepare_building_stock_data(): } ) - building_data["country_code"] = building_data["country"].map(country_iso_dic) + building_data["country_code"] = building_data["country"].map(country_iso_dic) # heated floor area ---------------------------------------------------------- area = building_data[ - (building_data.type == "Heated area [Mm²]") - & (building_data.detail != "Total") + (building_data.type == "Heated area [Mm²]") & (building_data.detail != "Total") ] area_tot = area[["country", "sector", "value"]].groupby(["country", "sector"]).sum() area = pd.concat( @@ -983,20 +982,16 @@ def sample_dE_costs_area( # drop not considered countries cost_dE = cost_dE.reindex(countries, level=0) # get share of residential and service floor area - sec_w = area_tot.div(area_tot.groupby(level=0).transform('sum')) + sec_w = area_tot.div(area_tot.groupby(level=0).transform("sum")) # get the total cost-energy-savings weight by sector area tot = ( # sec_w has columns "estimated" and "value" cost_dE.mul(sec_w.value, axis=0) # for some reasons names of the levels were lost somewhere - #.groupby(level="country_code") + # .groupby(level="country_code") .groupby(level=0) .sum() - .set_index( - pd.MultiIndex.from_product( - [cost_dE.index.unique(level=0), ["tot"]] - ) - ) + .set_index(pd.MultiIndex.from_product([cost_dE.index.unique(level=0), ["tot"]])) ) cost_dE = pd.concat([cost_dE, tot]).unstack().stack() From f88ce0ea075eb0bb4d2864096cdf5e918d07805a Mon Sep 17 00:00:00 2001 From: ekatef Date: Fri, 13 Oct 2023 14:51:25 +0300 Subject: [PATCH 200/608] Adjust data structure --- rules/build_sector.smk | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/rules/build_sector.smk b/rules/build_sector.smk index 21a588be..5a9e8646 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -609,7 +609,7 @@ if config["sector"]["retrofitting"]["retro_endogen"]: countries=config["countries"], input: building_stock="data/retro/data_building_stock.csv", - data_tabula="data/retro/tabula-calculator-calcsetbuilding.csv", + data_tabula="data/bundle-sector/retro/tabula-calculator-calcsetbuilding.csv", air_temperature=RESOURCES + "temp_air_total_elec_s{simpl}_{clusters}.nc", u_values_PL="data/retro/u_values_poland.csv", tax_w="data/retro/electricity_taxes_eu.csv", From 6f0a73f169f270eef1c7d8c6664c1b6571aa034b Mon Sep 17 00:00:00 2001 From: ekatef Date: Fri, 13 Oct 2023 14:52:20 +0300 Subject: [PATCH 201/608] Release dask constraint --- envs/environment.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/envs/environment.yaml b/envs/environment.yaml index 7dfcf165..696eb01f 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -11,7 +11,7 @@ dependencies: - pip - atlite>=0.2.9 -- dask<=2023.9.1 +- dask # Dependencies of the workflow itself - xlrd From 055cbc4fb2f3e17e4bef238deb149a5cc7358820 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 16 Oct 2023 18:21:48 +0000 Subject: [PATCH 202/608] [pre-commit.ci] pre-commit autoupdate MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit updates: - [github.com/macisamuele/language-formatters-pre-commit-hooks: v2.10.0 → v2.11.0](https://github.com/macisamuele/language-formatters-pre-commit-hooks/compare/v2.10.0...v2.11.0) --- .pre-commit-config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 5ca63c01..5b00621b 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -67,7 +67,7 @@ repos: # Do YAML formatting (before the linter checks it for misses) - repo: https://github.com/macisamuele/language-formatters-pre-commit-hooks - rev: v2.10.0 + rev: v2.11.0 hooks: - id: pretty-format-yaml args: [--autofix, --indent, "2", --preserve-quotes] From c81b707113123623fd50c2fdb983e3b04c0a5e30 Mon Sep 17 00:00:00 2001 From: chrstphtrs Date: Wed, 18 Oct 2023 16:44:52 +0200 Subject: [PATCH 203/608] Add tech_color for 'coal for industry' in config --- config/config.default.yaml | 1 + 1 file changed, 1 insertion(+) diff --git a/config/config.default.yaml b/config/config.default.yaml index 7dc0cf76..1f430004 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -799,6 +799,7 @@ plotting: Coal: '#545454' coal: '#545454' Coal marginal: '#545454' + coal for industry: '#343434' solid: '#545454' Lignite: '#826837' lignite: '#826837' From 9b9090c76cb1fbd601626342ce569d87e490d9d0 Mon Sep 17 00:00:00 2001 From: chrstphtrs Date: Wed, 18 Oct 2023 16:59:49 +0200 Subject: [PATCH 204/608] add option for additional national carbon budget constraints --- config/config.default.yaml | 17 +++++++ rules/solve_myopic.smk | 2 + scripts/solve_network.py | 99 ++++++++++++++++++++++++++++++++++++++ 3 files changed, 118 insertions(+) diff --git a/config/config.default.yaml b/config/config.default.yaml index 7dc0cf76..325bbbaa 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -84,6 +84,22 @@ co2_budget: 2045: 0.032 2050: 0.000 +co2_budget_national: + 2030: + 'DE': 0.350 + 'AT': 0.450 + 'BE': 0.450 + 'CH': 0.450 + 'CZ': 0.450 + 'DK': 0.450 + 'FR': 0.450 + 'GB': 0.450 + 'LU': 0.450 + 'NL': 0.450 + 'NO': 0.450 + 'PL': 0.450 + 'SE': 0.450 + # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#electricity electricity: voltages: [220., 300., 380.] @@ -454,6 +470,7 @@ sector: hydrogen_turbine: false SMR: true SMR_cc: true + co2_budget_national: false regional_co2_sequestration_potential: enable: false attribute: 'conservative estimate Mt' diff --git a/rules/solve_myopic.smk b/rules/solve_myopic.smk index 8a93d24a..06fd9b79 100644 --- a/rules/solve_myopic.smk +++ b/rules/solve_myopic.smk @@ -88,11 +88,13 @@ rule solve_sector_network_myopic: co2_sequestration_potential=config["sector"].get( "co2_sequestration_potential", 200 ), + countries=config["countries"], input: network=RESULTS + "prenetworks-brownfield/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", costs="data/costs_{planning_horizons}.csv", config=RESULTS + "config.yaml", + co2_totals_name=RESOURCES + "co2_totals.csv", output: RESULTS + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 224d4714..f5dd79e0 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -41,6 +41,8 @@ logger = logging.getLogger(__name__) pypsa.pf.logger.setLevel(logging.WARNING) from pypsa.descriptors import get_switchable_as_dense as get_as_dense +from prepare_sector_network import emission_sectors_from_opts + def add_land_use_constraint(n, planning_horizons, config): if "m" in snakemake.wildcards.clusters: @@ -762,6 +764,92 @@ def add_pipe_retrofit_constraint(n): n.model.add_constraints(lhs == rhs, name="Link-pipe_retrofit") +def add_co2limit_country(n, config, limit_countries, nyears=1.0): + """ + Add a set of emissions limit constraints for specified countries. + + The countries and emissions limits are specified in the config file entry 'co2_budget_country_{investment_year}'. + + Parameters + ---------- + n : pypsa.Network + config : dict + limit_countries : dict + nyears: float, optional + Used to scale the emissions constraint to the number of snapshots of the base network. + """ + logger.info(f"Adding CO2 budget limit for each country as per unit of 1990 levels") + + # TODO: n.config (submodule) vs snakemake.config (main module, overwrite/overwritten config)? + # countries = config.countries + # print(config) + countries = ['AT', 'BE', 'CH', 'CZ', 'DE', 'DK', 'FR', 'GB', 'LU', 'NL', 'NO', 'PL', 'SE'] + + # TODO: import function from prepare_sector_network? Move to common place? + sectors = emission_sectors_from_opts(opts) + + # convert Mt to tCO2 + co2_totals = 1e6 * pd.read_csv(snakemake.input.co2_totals_name, index_col=0) + + co2_limit_countries = co2_totals.loc[countries, sectors].sum(axis=1) + co2_limit_countries = co2_limit_countries.loc[co2_limit_countries.index.isin(limit_countries.keys())] + + co2_limit_countries *= co2_limit_countries.index.map(limit_countries) * nyears + + p = n.model["Link-p"] # dimension: (time, component) + + # NB: Most country-specific links retain their locational information in bus1 (except for DAC, where it is in bus2) + country = n.links.bus1.map(n.buses.location).map(n.buses.country) + country_DAC = ( + n.links[n.links.carrier == "DAC"] + .bus2.map(n.buses.location) + .map(n.buses.country) + ) + country[country_DAC.index] = country_DAC + + lhs = [] + for port in [col[3:] for col in n.links if col.startswith("bus")]: + if port == str(0): + efficiency = ( + n.links["efficiency"].apply(lambda x: 1.0).rename("efficiency0") + ) + elif port == str(1): + efficiency = n.links["efficiency"].rename("efficiency1") + else: + efficiency = n.links[f"efficiency{port}"] + mask = n.links[f"bus{port}"].map(n.buses.carrier).eq("co2") + + idx = n.links[mask].index + + grouping = country.loc[idx] + + if not grouping.isnull().all(): + expr = ( + (p.loc[:, idx] * efficiency[idx]) + .groupby(grouping, axis=1) + .sum() + .sum(dims="snapshot") + ) + lhs.append(expr) + + lhs = sum(lhs) # dimension: (country) + lhs = lhs.rename({list(lhs.dims.keys())[0]: "country"}) + rhs = pd.Series(co2_limit_countries) # dimension: (country) + + for ct in lhs.indexes["country"]: + n.model.add_constraints( + lhs.loc[ct] <= rhs[ct], + name=f"GlobalConstraint-co2_limit_per_country{ct}", + ) + n.add( + "GlobalConstraint", + f"co2_limit_per_country{ct}", + constant=rhs[ct], + sense="<=", + type="", + ) + + def extra_functionality(n, snapshots): """ Collects supplementary constraints which will be passed to @@ -792,6 +880,17 @@ def extra_functionality(n, snapshots): add_carbon_budget_constraint(n, snapshots) add_retrofit_gas_boiler_constraint(n, snapshots) + if n.config["sector"]["co2_budget_national"]: + # prepare co2 constraint + nhours = n.snapshot_weightings.generators.sum() + nyears = nhours / 8760 + investment_year = int(snakemake.wildcards.planning_horizons[-4:]) + limit_countries = snakemake.config["co2_budget_national"][investment_year] + + # add co2 constraint for each country + logger.info(f"Add CO2 limit for each country") + add_co2limit_country(n, config, limit_countries, nyears) + def solve_network(n, config, solving, opts="", **kwargs): set_of_options = solving["solver"]["options"] From a1276b3964b76fc86360bfc8393dff724d3aed86 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 23 Oct 2023 18:37:54 +0000 Subject: [PATCH 205/608] [pre-commit.ci] pre-commit autoupdate MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit updates: - [github.com/psf/black: 23.9.1 → 23.10.0](https://github.com/psf/black/compare/23.9.1...23.10.0) --- .pre-commit-config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 5b00621b..35a43058 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -51,7 +51,7 @@ repos: # Formatting with "black" coding style - repo: https://github.com/psf/black - rev: 23.9.1 + rev: 23.10.0 hooks: # Format Python files - id: black From a35f5479aedd933773634a931e407d0535a6da64 Mon Sep 17 00:00:00 2001 From: chrstphtrs Date: Tue, 24 Oct 2023 14:06:17 +0200 Subject: [PATCH 206/608] add links instead of equal-and-opposite fuel/emissions load pairs for land transport oil (ICEs), naphtha for industry and kerosene for aviation (before summed as 'oil'), shipping oil, shipping methanol, agriculture machinery oil --- scripts/prepare_sector_network.py | 256 +++++++++++++++++++----------- 1 file changed, 165 insertions(+), 91 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index ee2f0e3c..989bdb78 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -135,6 +135,7 @@ def define_spatial(nodes, options): spatial.oil = SimpleNamespace() spatial.oil.nodes = ["EU oil"] spatial.oil.locations = ["EU"] + spatial.oil.land_transport = nodes + " land transport oil" # uranium spatial.uranium = SimpleNamespace() @@ -1467,8 +1468,8 @@ def add_land_transport(n, costs): n.madd( "Bus", nodes, - location=nodes, suffix=" EV battery", + location=nodes, carrier="Li ion", unit="MWh_el", ) @@ -1568,28 +1569,31 @@ def add_land_transport(n, costs): ice_efficiency = options["transport_internal_combustion_efficiency"] n.madd( - "Load", - nodes, - suffix=" land transport oil", - bus=spatial.oil.nodes, + "Bus", + spatial.oil.land_transport, + location=nodes, carrier="land transport oil", - p_set=ice_share / ice_efficiency * transport[nodes], + unit="land transport", ) - co2 = ( - ice_share - / ice_efficiency - * transport[nodes].sum().sum() - / nhours - * costs.at["oil", "CO2 intensity"] - ) - - n.add( + n.madd( "Load", - "land transport oil emissions", - bus="co2 atmosphere", - carrier="land transport oil emissions", - p_set=-co2, + spatial.oil.land_transport, + bus=spatial.oil.land_transport, + carrier="land transport oil", + p_set=ice_share / ice_efficiency * transport[nodes].rename(columns=lambda x: x + " land transport oil"), + ) + + n.madd( + "Link", + spatial.oil.land_transport, + bus0=spatial.oil.nodes, + bus1=spatial.oil.land_transport, + bus2="co2 atmosphere", + carrier="land transport oil", + efficiency=ice_efficiency, + efficiency2=costs.at["oil", "CO2 intensity"], + p_nom_extendable=True, ) @@ -2611,46 +2615,36 @@ def add_industry(n, costs): ) p_set_methanol = shipping_methanol_share * p_set.sum() * efficiency - n.madd( + n.add( + "Bus", + "EU shipping methanol", + location="EU", + carrier="shipping methanol", + unit="MWh_LHV", + ) + + n.add( "Load", - spatial.methanol.nodes, - suffix=" shipping methanol", - bus=spatial.methanol.nodes, + "shipping methanol", + bus="EU shipping methanol", carrier="shipping methanol", p_set=p_set_methanol, ) - # CO2 intensity methanol based on stoichiometric calculation with 22.7 GJ/t methanol (32 g/mol), CO2 (44 g/mol), 277.78 MWh/TJ = 0.218 t/MWh - co2 = p_set_methanol / options["MWh_MeOH_per_tCO2"] - - n.add( - "Load", - "shipping methanol emissions", - bus="co2 atmosphere", - carrier="shipping methanol emissions", - p_set=-co2, - ) - - if shipping_oil_share: - p_set_oil = shipping_oil_share * p_set.sum() + if len(spatial.methanol.nodes) == 1: + link_names = ["EU shipping methanol"] + else: + link_names = nodes + " shipping methanol" n.madd( - "Load", - spatial.oil.nodes, - suffix=" shipping oil", - bus=spatial.oil.nodes, - carrier="shipping oil", - p_set=p_set_oil, - ) - - co2 = p_set_oil * costs.at["oil", "CO2 intensity"] - - n.add( - "Load", - "shipping oil emissions", - bus="co2 atmosphere", - carrier="shipping oil emissions", - p_set=-co2, + "Link", + link_names, + bus0=spatial.methanol.nodes, + bus1="EU shipping methanol", + bus2="co2 atmosphere", + carrier="shipping methanol", + p_nom_extendable=True, + efficiency2=1 / options["MWh_MeOH_per_tCO2"], # CO2 intensity methanol based on stoichiometric calculation with 22.7 GJ/t methanol (32 g/mol), CO2 (44 g/mol), 277.78 MWh/TJ = 0.218 t/MWh ) if "oil" not in n.buses.carrier.unique(): @@ -2683,6 +2677,41 @@ def add_industry(n, costs): marginal_cost=costs.at["oil", "fuel"], ) + if shipping_oil_share: + p_set_oil = shipping_oil_share * p_set.sum() + + n.add( + "Bus", + "EU shipping oil", + location="EU", + carrier="shipping oil", + unit="MWh_LHV", + ) + + n.add( + "Load", + "shipping oil", + bus="EU shipping oil", + carrier="shipping oil", + p_set=p_set_oil, + ) + + if len(spatial.oil.nodes) == 1: + link_names = ["EU shipping oil"] + else: + link_names = nodes + " shipping oil" + + n.madd( + "Link", + link_names, + bus0=spatial.oil.nodes, + bus1="EU shipping oil", + bus2="co2 atmosphere", + carrier="shipping oil", + p_nom_extendable=True, + efficiency2=costs.at["oil", "CO2 intensity"], + ) + if options["oil_boilers"]: nodes_heat = create_nodes_for_heat_sector()[0] @@ -2724,19 +2753,49 @@ def add_industry(n, costs): lifetime=costs.at["Fischer-Tropsch", "lifetime"], ) + # naphtha demand_factor = options.get("HVC_demand_factor", 1) - p_set = demand_factor * industrial_demand.loc[nodes, "naphtha"].sum() / nhours if demand_factor != 1: logger.warning(f"Changing HVC demand by {demand_factor*100-100:+.2f}%.") - n.madd( + # NB: CO2 gets released again to atmosphere when plastics decay + # except for the process emissions when naphtha is used for petrochemicals, which can be captured with other industry process emissions + # convert process emissions from feedstock from MtCO2 to energy demand + p_set = demand_factor * (industrial_demand.loc[nodes, "naphtha"] - industrial_demand.loc[nodes, "process emission from feedstock"] / costs.at["oil", "CO2 intensity"]).sum() / nhours + + n.add( + "Bus", + "EU naphtha for industry", + location="EU", + carrier="naphtha for industry", + unit="MWh_LHV", + ) + + n.add( "Load", - ["naphtha for industry"], - bus=spatial.oil.nodes, + "naphtha for industry", + bus="EU naphtha for industry", carrier="naphtha for industry", p_set=p_set, ) + if len(spatial.oil.nodes) == 1: + link_names = ["EU naphtha for industry"] + else: + link_names = nodes + " naphtha for industry" + + n.madd( + "Link", + link_names, + bus0=spatial.oil.nodes, + bus1="EU naphtha for industry", + bus2="co2 atmosphere", + carrier="naphtha for industry", + p_nom_extendable=True, + efficiency2=costs.at["oil", "CO2 intensity"], + ) + + # aviation demand_factor = options.get("aviation_demand_factor", 1) all_aviation = ["total international aviation", "total domestic aviation"] p_set = ( @@ -2748,29 +2807,36 @@ def add_industry(n, costs): if demand_factor != 1: logger.warning(f"Changing aviation demand by {demand_factor*100-100:+.2f}%.") - n.madd( - "Load", - ["kerosene for aviation"], - bus=spatial.oil.nodes, + n.add( + "Bus", + "EU kerosene for aviation", + location="EU", carrier="kerosene for aviation", - p_set=p_set, - ) - - # NB: CO2 gets released again to atmosphere when plastics decay or kerosene is burned - # except for the process emissions when naphtha is used for petrochemicals, which can be captured with other industry process emissions - # tco2 per hour - co2_release = ["naphtha for industry", "kerosene for aviation"] - co2 = ( - n.loads.loc[co2_release, "p_set"].sum() * costs.at["oil", "CO2 intensity"] - - industrial_demand.loc[nodes, "process emission from feedstock"].sum() / nhours + unit="MWh_LHV", ) n.add( "Load", - "oil emissions", - bus="co2 atmosphere", - carrier="oil emissions", - p_set=-co2, + "kerosene for aviation", + bus="EU kerosene for aviation", + carrier="kerosene for aviation", + p_set=p_set, + ) + + if len(spatial.oil.nodes) == 1: + link_names = ["EU kerosene for aviation"] + else: + link_names = nodes + " kerosene for aviation" + + n.madd( + "Link", + link_names, + bus0=spatial.oil.nodes, + bus1="EU kerosene for aviation", + bus2="co2 atmosphere", + carrier="kerosene for aviation", + p_nom_extendable=True, + efficiency2=costs.at["oil", "CO2 intensity"], ) # TODO simplify bus expression @@ -3018,28 +3084,36 @@ def add_agriculture(n, costs): ) if oil_share > 0: - n.madd( - "Load", - ["agriculture machinery oil"], - bus=spatial.oil.nodes, + n.add( + "Bus", + "EU agriculture machinery oil", + location="EU", carrier="agriculture machinery oil", - p_set=oil_share * machinery_nodal_energy.sum() * 1e6 / nhours, - ) - - co2 = ( - oil_share - * machinery_nodal_energy.sum() - * 1e6 - / nhours - * costs.at["oil", "CO2 intensity"] + unit="MWh_LHV", ) n.add( "Load", - "agriculture machinery oil emissions", - bus="co2 atmosphere", - carrier="agriculture machinery oil emissions", - p_set=-co2, + "agriculture machinery oil", + bus="EU agriculture machinery oil", + carrier="agriculture machinery oil", + p_set=oil_share * machinery_nodal_energy.sum() * 1e6 / nhours, + ) + + if len(spatial.oil.nodes) == 1: + link_names = ["EU agriculture machinery oil"] + else: + link_names = nodes + " agriculture machinery oil" + + n.madd( + "Link", + link_names, + bus0=spatial.oil.nodes, + bus1="EU agriculture machinery oil", + bus2="co2 atmosphere", + carrier="agriculture machinery oil", + p_nom_extendable=True, + efficiency2=costs.at["oil", "CO2 intensity"], ) From 94afba7c5d195b2cf6d7d17016e78040c4659440 Mon Sep 17 00:00:00 2001 From: chrstphtrs Date: Tue, 24 Oct 2023 16:39:33 +0200 Subject: [PATCH 207/608] add coal tech_color to config --- config/config.default.yaml | 1 + 1 file changed, 1 insertion(+) diff --git a/config/config.default.yaml b/config/config.default.yaml index 325bbbaa..cafb9d1d 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -816,6 +816,7 @@ plotting: Coal: '#545454' coal: '#545454' Coal marginal: '#545454' + coal for industry: '#343434' solid: '#545454' Lignite: '#826837' lignite: '#826837' From 7cb677d0e6056f52560e6ddb53e88f76861d8fc2 Mon Sep 17 00:00:00 2001 From: chrstphtrs Date: Tue, 24 Oct 2023 16:39:58 +0200 Subject: [PATCH 208/608] clean up function add_co2limit_country --- scripts/solve_network.py | 11 ++++------- 1 file changed, 4 insertions(+), 7 deletions(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index f5dd79e0..b372b366 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -764,7 +764,7 @@ def add_pipe_retrofit_constraint(n): n.model.add_constraints(lhs == rhs, name="Link-pipe_retrofit") -def add_co2limit_country(n, config, limit_countries, nyears=1.0): +def add_co2limit_country(n, limit_countries, nyears=1.0): """ Add a set of emissions limit constraints for specified countries. @@ -780,10 +780,7 @@ def add_co2limit_country(n, config, limit_countries, nyears=1.0): """ logger.info(f"Adding CO2 budget limit for each country as per unit of 1990 levels") - # TODO: n.config (submodule) vs snakemake.config (main module, overwrite/overwritten config)? - # countries = config.countries - # print(config) - countries = ['AT', 'BE', 'CH', 'CZ', 'DE', 'DK', 'FR', 'GB', 'LU', 'NL', 'NO', 'PL', 'SE'] + countries = n.config["countries"] # TODO: import function from prepare_sector_network? Move to common place? sectors = emission_sectors_from_opts(opts) @@ -814,7 +811,7 @@ def add_co2limit_country(n, config, limit_countries, nyears=1.0): n.links["efficiency"].apply(lambda x: 1.0).rename("efficiency0") ) elif port == str(1): - efficiency = n.links["efficiency"].rename("efficiency1") + efficiency = n.links["efficiency"] else: efficiency = n.links[f"efficiency{port}"] mask = n.links[f"bus{port}"].map(n.buses.carrier).eq("co2") @@ -889,7 +886,7 @@ def extra_functionality(n, snapshots): # add co2 constraint for each country logger.info(f"Add CO2 limit for each country") - add_co2limit_country(n, config, limit_countries, nyears) + add_co2limit_country(n, limit_countries, nyears) def solve_network(n, config, solving, opts="", **kwargs): From e2b2eafbc12e17254a0a517c87ae76bf08962585 Mon Sep 17 00:00:00 2001 From: chrstphtrs Date: Tue, 24 Oct 2023 16:46:58 +0200 Subject: [PATCH 209/608] add geographical resolution to oil and methanol for options['co2_budget_national'] to include all necessary links in national co2 budget constraints --- scripts/add_existing_baseyear.py | 2 +- scripts/prepare_sector_network.py | 187 +++++++++++++++++------------- 2 files changed, 106 insertions(+), 83 deletions(-) diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index 1474b004..7ddc6b1d 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -303,7 +303,7 @@ def add_power_capacities_installed_before_baseyear(n, grouping_years, costs, bas else: bus0 = vars(spatial)[carrier[generator]].nodes if "EU" not in vars(spatial)[carrier[generator]].locations: - bus0 = bus0.intersection(capacity.index + " gas") + bus0 = bus0.intersection(capacity.index + " " + carrier[generator]) # check for missing bus missing_bus = pd.Index(bus0).difference(n.buses.index) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 989bdb78..34bfdce7 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -128,13 +128,33 @@ def define_spatial(nodes, options): # methanol spatial.methanol = SimpleNamespace() - spatial.methanol.nodes = ["EU methanol"] - spatial.methanol.locations = ["EU"] + + if options["co2_budget_national"]: + spatial.methanol.nodes = nodes + " methanol" + spatial.methanol.locations = nodes + spatial.methanol.shipping = nodes + " shipping methanol" + else: + spatial.methanol.nodes = ["EU methanol"] + spatial.methanol.locations = ["EU"] + spatial.methanol.shipping = ["EU shipping methanol"] # oil spatial.oil = SimpleNamespace() - spatial.oil.nodes = ["EU oil"] - spatial.oil.locations = ["EU"] + + if options["co2_budget_national"]: + spatial.oil.nodes = nodes + " oil" + spatial.oil.locations = nodes + spatial.oil.naphtha = nodes + " naphtha for industry" + spatial.oil.kerosene = nodes + " kerosene for aviation" + spatial.oil.shipping = nodes + " shipping oil" + spatial.oil.agriculture_machinery = nodes + " agriculture machinery oil" + else: + spatial.oil.nodes = ["EU oil"] + spatial.oil.locations = ["EU"] + spatial.oil.naphtha = ["EU naphtha for industry"] + spatial.oil.kerosene = ["EU kerosene for aviation"] + spatial.oil.shipping = ["EU shipping oil"] + spatial.oil.agriculture_machinery = ["EU agriculture machinery oil"] spatial.oil.land_transport = nodes + " land transport oil" # uranium @@ -2613,34 +2633,34 @@ def add_industry(n, costs): efficiency = ( options["shipping_oil_efficiency"] / options["shipping_methanol_efficiency"] ) - p_set_methanol = shipping_methanol_share * p_set.sum() * efficiency - n.add( + # need to aggregate potentials if methanol not nodally resolved + if options["co2_budget_national"]: + p_set_methanol = shipping_methanol_share * p_set * efficiency + else: + p_set_methanol = shipping_methanol_share * p_set.sum() * efficiency + + n.madd( "Bus", - "EU shipping methanol", - location="EU", + spatial.methanol.shipping, + location=spatial.methanol.locations, carrier="shipping methanol", unit="MWh_LHV", ) - n.add( + n.madd( "Load", - "shipping methanol", - bus="EU shipping methanol", + spatial.methanol.shipping, + bus=spatial.methanol.shipping, carrier="shipping methanol", p_set=p_set_methanol, ) - if len(spatial.methanol.nodes) == 1: - link_names = ["EU shipping methanol"] - else: - link_names = nodes + " shipping methanol" - n.madd( "Link", - link_names, + spatial.methanol.shipping, bus0=spatial.methanol.nodes, - bus1="EU shipping methanol", + bus1=spatial.methanol.shipping, bus2="co2 atmosphere", carrier="shipping methanol", p_nom_extendable=True, @@ -2678,34 +2698,33 @@ def add_industry(n, costs): ) if shipping_oil_share: - p_set_oil = shipping_oil_share * p_set.sum() + # need to aggregate potentials if oil not nodally resolved + if options["co2_budget_national"]: + p_set_oil = shipping_oil_share * p_set + else: + p_set_oil = shipping_oil_share * p_set.sum() - n.add( + n.madd( "Bus", - "EU shipping oil", - location="EU", + spatial.oil.shipping, + location=spatial.oil.locations, carrier="shipping oil", unit="MWh_LHV", ) - n.add( + n.madd( "Load", - "shipping oil", - bus="EU shipping oil", + spatial.oil.shipping, + bus=spatial.oil.shipping, carrier="shipping oil", p_set=p_set_oil, ) - if len(spatial.oil.nodes) == 1: - link_names = ["EU shipping oil"] - else: - link_names = nodes + " shipping oil" - n.madd( "Link", - link_names, + spatial.oil.shipping, bus0=spatial.oil.nodes, - bus1="EU shipping oil", + bus1=spatial.oil.shipping, bus2="co2 atmosphere", carrier="shipping oil", p_nom_extendable=True, @@ -2761,34 +2780,33 @@ def add_industry(n, costs): # NB: CO2 gets released again to atmosphere when plastics decay # except for the process emissions when naphtha is used for petrochemicals, which can be captured with other industry process emissions # convert process emissions from feedstock from MtCO2 to energy demand - p_set = demand_factor * (industrial_demand.loc[nodes, "naphtha"] - industrial_demand.loc[nodes, "process emission from feedstock"] / costs.at["oil", "CO2 intensity"]).sum() / nhours + # need to aggregate potentials if oil not nodally resolved + if options["co2_budget_national"]: + p_set = demand_factor * (industrial_demand.loc[nodes, "naphtha"] - industrial_demand.loc[nodes, "process emission from feedstock"] / costs.at["oil", "CO2 intensity"]) / nhours + else: + p_set = demand_factor * (industrial_demand.loc[nodes, "naphtha"] - industrial_demand.loc[nodes, "process emission from feedstock"] / costs.at["oil", "CO2 intensity"]).sum() / nhours - n.add( + n.madd( "Bus", - "EU naphtha for industry", - location="EU", + spatial.oil.naphtha, + location=spatial.oil.locations, carrier="naphtha for industry", unit="MWh_LHV", ) - n.add( + n.madd( "Load", - "naphtha for industry", - bus="EU naphtha for industry", + spatial.oil.naphtha, + bus=spatial.oil.naphtha, carrier="naphtha for industry", p_set=p_set, ) - if len(spatial.oil.nodes) == 1: - link_names = ["EU naphtha for industry"] - else: - link_names = nodes + " naphtha for industry" - n.madd( "Link", - link_names, + spatial.oil.naphtha, bus0=spatial.oil.nodes, - bus1="EU naphtha for industry", + bus1=spatial.oil.naphtha, bus2="co2 atmosphere", carrier="naphtha for industry", p_nom_extendable=True, @@ -2797,42 +2815,47 @@ def add_industry(n, costs): # aviation demand_factor = options.get("aviation_demand_factor", 1) - all_aviation = ["total international aviation", "total domestic aviation"] - p_set = ( - demand_factor - * pop_weighted_energy_totals.loc[nodes, all_aviation].sum(axis=1).sum() - * 1e6 - / nhours - ) if demand_factor != 1: logger.warning(f"Changing aviation demand by {demand_factor*100-100:+.2f}%.") - n.add( + all_aviation = ["total international aviation", "total domestic aviation"] + # need to aggregate potentials if oil not nodally resolved + if options["co2_budget_national"]: + p_set = ( + demand_factor + * pop_weighted_energy_totals.loc[nodes, all_aviation].sum(axis=1) + * 1e6 + / nhours + ) + else: + p_set = ( + demand_factor + * pop_weighted_energy_totals.loc[nodes, all_aviation].sum(axis=1).sum() + * 1e6 + / nhours + ) + + n.madd( "Bus", - "EU kerosene for aviation", - location="EU", + spatial.oil.kerosene, + location=spatial.oil.locations, carrier="kerosene for aviation", unit="MWh_LHV", ) - n.add( + n.madd( "Load", - "kerosene for aviation", - bus="EU kerosene for aviation", + spatial.oil.kerosene, + bus=spatial.oil.kerosene, carrier="kerosene for aviation", p_set=p_set, ) - if len(spatial.oil.nodes) == 1: - link_names = ["EU kerosene for aviation"] - else: - link_names = nodes + " kerosene for aviation" - n.madd( "Link", - link_names, + spatial.oil.kerosene, bus0=spatial.oil.nodes, - bus1="EU kerosene for aviation", + bus1=spatial.oil.kerosene, bus2="co2 atmosphere", carrier="kerosene for aviation", p_nom_extendable=True, @@ -3062,7 +3085,7 @@ def add_agriculture(n, costs): machinery_nodal_energy = pop_weighted_energy_totals.loc[ nodes, "total agriculture machinery" - ] + ] * 1e6 if electric_share > 0: efficiency_gain = ( @@ -3079,37 +3102,37 @@ def add_agriculture(n, costs): p_set=electric_share / efficiency_gain * machinery_nodal_energy - * 1e6 / nhours, ) if oil_share > 0: - n.add( + # need to aggregate potentials if oil not nodally resolved + if options["co2_budget_national"]: + p_set = oil_share * machinery_nodal_energy / nhours + else: + p_set = oil_share * machinery_nodal_energy.sum() / nhours + + n.madd( "Bus", - "EU agriculture machinery oil", - location="EU", + spatial.oil.agriculture_machinery, + location=spatial.oil.locations, carrier="agriculture machinery oil", unit="MWh_LHV", ) - n.add( + n.madd( "Load", - "agriculture machinery oil", - bus="EU agriculture machinery oil", + spatial.oil.agriculture_machinery, + bus=spatial.oil.agriculture_machinery, carrier="agriculture machinery oil", - p_set=oil_share * machinery_nodal_energy.sum() * 1e6 / nhours, + p_set=p_set, ) - if len(spatial.oil.nodes) == 1: - link_names = ["EU agriculture machinery oil"] - else: - link_names = nodes + " agriculture machinery oil" - n.madd( "Link", - link_names, + spatial.oil.agriculture_machinery, bus0=spatial.oil.nodes, - bus1="EU agriculture machinery oil", + bus1=spatial.oil.agriculture_machinery, bus2="co2 atmosphere", carrier="agriculture machinery oil", p_nom_extendable=True, From 1ad7035ec42b1a81a1590e433fb7fce162d0d05d Mon Sep 17 00:00:00 2001 From: ekatef Date: Wed, 25 Oct 2023 16:28:38 +0300 Subject: [PATCH 210/608] Fix a column for Poland --- scripts/build_retro_cost.py | 1 + 1 file changed, 1 insertion(+) diff --git a/scripts/build_retro_cost.py b/scripts/build_retro_cost.py index 2176a3b6..1d8da59c 100644 --- a/scripts/build_retro_cost.py +++ b/scripts/build_retro_cost.py @@ -155,6 +155,7 @@ def prepare_building_stock_data(): building_data["type"].replace( { "Covered area: heated [Mm²]": "Heated area [Mm²]", + "Construction features (U-value)": "Construction features (U-values)", "Windows ": "Window", "Windows": "Window", "Walls ": "Wall", From 2952d99dfa8a92ae75982971c6697c2798738a75 Mon Sep 17 00:00:00 2001 From: ekatef Date: Wed, 25 Oct 2023 16:42:05 +0300 Subject: [PATCH 211/608] Fix column with total values --- scripts/build_retro_cost.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_retro_cost.py b/scripts/build_retro_cost.py index 1d8da59c..d121e7bd 100644 --- a/scripts/build_retro_cost.py +++ b/scripts/build_retro_cost.py @@ -203,7 +203,7 @@ def prepare_building_stock_data(): # heated floor area ---------------------------------------------------------- area = building_data[ - (building_data.type == "Heated area [Mm²]") & (building_data.detail != "Total") + (building_data.type == "Heated area [Mm²]") & (building_data.subsector != "Total") ] area_tot = area[["country", "sector", "value"]].groupby(["country", "sector"]).sum() area = pd.concat( From f24bd461736162654d186543556fcb91dcfb2674 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 25 Oct 2023 14:11:48 +0000 Subject: [PATCH 212/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/build_retro_cost.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/scripts/build_retro_cost.py b/scripts/build_retro_cost.py index d121e7bd..5e2fc17d 100644 --- a/scripts/build_retro_cost.py +++ b/scripts/build_retro_cost.py @@ -203,7 +203,8 @@ def prepare_building_stock_data(): # heated floor area ---------------------------------------------------------- area = building_data[ - (building_data.type == "Heated area [Mm²]") & (building_data.subsector != "Total") + (building_data.type == "Heated area [Mm²]") + & (building_data.subsector != "Total") ] area_tot = area[["country", "sector", "value"]].groupby(["country", "sector"]).sum() area = pd.concat( From 55807898a07f17d66c32a22d3b577385f6d2d230 Mon Sep 17 00:00:00 2001 From: martacki Date: Wed, 25 Oct 2023 16:23:41 +0200 Subject: [PATCH 213/608] update solar global radiation according to TABULA project --- scripts/build_retro_cost.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_retro_cost.py b/scripts/build_retro_cost.py index 5e2fc17d..53e74b7b 100644 --- a/scripts/build_retro_cost.py +++ b/scripts/build_retro_cost.py @@ -102,7 +102,7 @@ solar_energy_transmittance = ( ) # solar global radiation [kWh/(m^2a)] solar_global_radiation = pd.Series( - [246, 401, 246, 148], + [271, 392, 271, 160], index=["east", "south", "west", "north"], name="solar_global_radiation [kWh/(m^2a)]", ) From 8ec0664253938034f0b055a20efc1ade4d6f9421 Mon Sep 17 00:00:00 2001 From: ekatef Date: Wed, 25 Oct 2023 20:33:59 +0300 Subject: [PATCH 214/608] Move column fix for u-values for Poland --- scripts/build_retro_cost.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/scripts/build_retro_cost.py b/scripts/build_retro_cost.py index d121e7bd..bdabbd2c 100644 --- a/scripts/build_retro_cost.py +++ b/scripts/build_retro_cost.py @@ -155,7 +155,6 @@ def prepare_building_stock_data(): building_data["type"].replace( { "Covered area: heated [Mm²]": "Heated area [Mm²]", - "Construction features (U-value)": "Construction features (U-values)", "Windows ": "Window", "Windows": "Window", "Walls ": "Wall", @@ -165,6 +164,12 @@ def prepare_building_stock_data(): }, inplace=True, ) + building_data["feature"].replace( + { + "Construction features (U-value)": "Construction features (U-values)", + }, + inplace=True, + ) building_data.country_code = building_data.country_code.str.upper() building_data["subsector"].replace( From a31b421c1286884bba658f3d2cab6cd5498de34c Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 25 Oct 2023 17:35:10 +0000 Subject: [PATCH 215/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/build_retro_cost.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_retro_cost.py b/scripts/build_retro_cost.py index a57ab81a..f5313c21 100644 --- a/scripts/build_retro_cost.py +++ b/scripts/build_retro_cost.py @@ -169,7 +169,7 @@ def prepare_building_stock_data(): "Construction features (U-value)": "Construction features (U-values)", }, inplace=True, - ) + ) building_data.country_code = building_data.country_code.str.upper() building_data["subsector"].replace( From 2ad9ca8f7b10155d2b8f738d11a4948ac5f17fb1 Mon Sep 17 00:00:00 2001 From: chrstphtrs Date: Thu, 26 Oct 2023 11:17:57 +0200 Subject: [PATCH 216/608] add regionalised oil load for process emissions from naphtha as feedstock --- scripts/prepare_sector_network.py | 30 +++++++++++++++++++++++++++--- 1 file changed, 27 insertions(+), 3 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 34bfdce7..54830106 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2782,9 +2782,25 @@ def add_industry(n, costs): # convert process emissions from feedstock from MtCO2 to energy demand # need to aggregate potentials if oil not nodally resolved if options["co2_budget_national"]: - p_set = demand_factor * (industrial_demand.loc[nodes, "naphtha"] - industrial_demand.loc[nodes, "process emission from feedstock"] / costs.at["oil", "CO2 intensity"]) / nhours + p_set_plastics = demand_factor * (industrial_demand.loc[nodes, "naphtha"] - industrial_demand.loc[nodes, "process emission from feedstock"] / costs.at["oil", "CO2 intensity"]) / nhours else: - p_set = demand_factor * (industrial_demand.loc[nodes, "naphtha"] - industrial_demand.loc[nodes, "process emission from feedstock"] / costs.at["oil", "CO2 intensity"]).sum() / nhours + p_set_plastics = demand_factor * (industrial_demand.loc[nodes, "naphtha"] - industrial_demand.loc[nodes, "process emission from feedstock"] / costs.at["oil", "CO2 intensity"]).sum() / nhours + + if options["co2_budget_national"]: + p_set_process_emissions = ( + demand_factor + * (industrial_demand.loc[nodes, "process emission from feedstock"] + / costs.at["oil", "CO2 intensity"]) + / nhours + ) + else: + p_set_process_emissions = ( + demand_factor + * (industrial_demand.loc[nodes, "process emission from feedstock"] + / costs.at["oil", "CO2 intensity"] + ).sum() + / nhours + ) n.madd( "Bus", @@ -2799,7 +2815,15 @@ def add_industry(n, costs): spatial.oil.naphtha, bus=spatial.oil.naphtha, carrier="naphtha for industry", - p_set=p_set, + p_set=p_set_plastics, + ) + + n.madd( + "Load", + ["naphtha for industry into process emissions from feedstock"], + bus=spatial.oil.nodes, + carrier="naphtha for industry", + p_set=p_set_process_emissions, ) n.madd( From 46df3d7d003cfe4ae3ac6f5b64c96e4dc4f70b36 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 30 Oct 2023 18:29:25 +0000 Subject: [PATCH 217/608] [pre-commit.ci] pre-commit autoupdate MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit updates: - [github.com/psf/black: 23.10.0 → 23.10.1](https://github.com/psf/black/compare/23.10.0...23.10.1) --- .pre-commit-config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 35a43058..d5b09616 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -51,7 +51,7 @@ repos: # Formatting with "black" coding style - repo: https://github.com/psf/black - rev: 23.10.0 + rev: 23.10.1 hooks: # Format Python files - id: black From 75e66be571b23252bf1411919607b55a76bb2d57 Mon Sep 17 00:00:00 2001 From: Fabian Date: Tue, 31 Oct 2023 12:09:39 +0100 Subject: [PATCH 218/608] helpers: adjust mock_snakemake to be callable with different root dirs --- scripts/_helpers.py | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/scripts/_helpers.py b/scripts/_helpers.py index 9362cfbb..398f3a30 100644 --- a/scripts/_helpers.py +++ b/scripts/_helpers.py @@ -191,7 +191,7 @@ def progress_retrieve(url, file, disable=False): urllib.request.urlretrieve(url, file, reporthook=update_to) -def mock_snakemake(rulename, configfiles=[], **wildcards): +def mock_snakemake(rulename, root_dir=None, configfiles=[], **wildcards): """ This function is expected to be executed from the 'scripts'-directory of ' the snakemake project. It returns a snakemake.script.Snakemake object, @@ -203,6 +203,8 @@ def mock_snakemake(rulename, configfiles=[], **wildcards): ---------- rulename: str name of the rule for which the snakemake object should be generated + root_dir: str/path-like + path to the root directory of the snakemake project configfiles: list, str list of configfiles to be used to update the config **wildcards: @@ -217,7 +219,10 @@ def mock_snakemake(rulename, configfiles=[], **wildcards): from snakemake.script import Snakemake script_dir = Path(__file__).parent.resolve() - root_dir = script_dir.parent + if root_dir is None: + root_dir = script_dir.parent + else: + root_dir = Path(root_dir).resolve() user_in_script_dir = Path.cwd().resolve() == script_dir if user_in_script_dir: From 71f88fd063bbdefd1649c7a1c5c30ae63d720bbc Mon Sep 17 00:00:00 2001 From: Fabian Date: Tue, 31 Oct 2023 12:14:02 +0100 Subject: [PATCH 219/608] update release notes --- doc/release_notes.rst | 1 + 1 file changed, 1 insertion(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 14bfbe1a..9b1381ce 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -33,6 +33,7 @@ Upcoming Release * Split configuration to enable SMR and SMR CC. +* The ``mock_snakemake`` function can now be used with a Snakefile from a different directory using the new ``root_dir`` argument. **Bugs and Compatibility** From 5b45fa303ccfc9dc1bbbde7effe28217081f9d2a Mon Sep 17 00:00:00 2001 From: martacki Date: Tue, 31 Oct 2023 17:11:06 +0100 Subject: [PATCH 220/608] madd oil generator to bus EU oil --- scripts/prepare_sector_network.py | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index ee2f0e3c..cc04bcbb 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1565,6 +1565,16 @@ def add_land_transport(n, costs): unit="MWh_LHV", ) + if "oil" not in n.generators.carrier.unique(): + n.madd( + "Generator", + spatial.oil.nodes, + bus=spatial.oil.nodes, + p_nom_extendable=True, + carrier="oil", + marginal_cost=costs.at["oil", "fuel"], + ) + ice_efficiency = options["transport_internal_combustion_efficiency"] n.madd( From b9128002bbdcd151fbbcb6c1e184aa384e2f66d7 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 31 Oct 2023 16:14:29 +0000 Subject: [PATCH 221/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index cc04bcbb..47aeec50 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1567,13 +1567,13 @@ def add_land_transport(n, costs): if "oil" not in n.generators.carrier.unique(): n.madd( - "Generator", - spatial.oil.nodes, - bus=spatial.oil.nodes, - p_nom_extendable=True, - carrier="oil", - marginal_cost=costs.at["oil", "fuel"], - ) + "Generator", + spatial.oil.nodes, + bus=spatial.oil.nodes, + p_nom_extendable=True, + carrier="oil", + marginal_cost=costs.at["oil", "fuel"], + ) ice_efficiency = options["transport_internal_combustion_efficiency"] From e61da8618e7ed5adfc4efc468dc7bac7de92fa63 Mon Sep 17 00:00:00 2001 From: Irieo Date: Fri, 3 Nov 2023 12:36:40 +0100 Subject: [PATCH 222/608] bug fix: add_electricity breaks in specific cases --- scripts/add_electricity.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/scripts/add_electricity.py b/scripts/add_electricity.py index 79b54974..b1e9a6aa 100755 --- a/scripts/add_electricity.py +++ b/scripts/add_electricity.py @@ -759,7 +759,10 @@ def estimate_renewable_capacities(n, year, tech_map, expansion_limit, countries) for ppm_technology, techs in tech_map.items(): tech_i = n.generators.query("carrier in @techs").index - stats = capacities.loc[ppm_technology].reindex(countries, fill_value=0.0) + if ppm_technology in capacities.index.get_level_values("Technology"): + stats = capacities.loc[ppm_technology].reindex(countries, fill_value=0.0) + else: + stats = pd.Series(0.0, index=countries) country = n.generators.bus[tech_i].map(n.buses.country) existent = n.generators.p_nom[tech_i].groupby(country).sum() missing = stats - existent From cb2c782dbaee66ef31c16f3bd3af1713c0947c41 Mon Sep 17 00:00:00 2001 From: Irieo Date: Fri, 3 Nov 2023 12:51:44 +0100 Subject: [PATCH 223/608] scripts: annotate selected functions --- scripts/add_electricity.py | 32 ++++++++++++++++++++++++++++++-- 1 file changed, 30 insertions(+), 2 deletions(-) diff --git a/scripts/add_electricity.py b/scripts/add_electricity.py index b1e9a6aa..ecd06cb7 100755 --- a/scripts/add_electricity.py +++ b/scripts/add_electricity.py @@ -95,6 +95,7 @@ import xarray as xr from _helpers import configure_logging, update_p_nom_max from powerplantmatching.export import map_country_bus from shapely.prepared import prep +from typing import Dict, List idx = pd.IndexSlice @@ -717,7 +718,17 @@ def attach_extendable_generators(n, costs, ppl, carriers): ) -def attach_OPSD_renewables(n, tech_map): +def attach_OPSD_renewables(n: pypsa.Network, tech_map: Dict[str, List[str]]) -> None: + """ + Attach renewable capacities from the OPSD dataset to the network. + + Args: + - n: The PyPSA network to attach the capacities to. + - tech_map: A dictionary mapping fuel types to carrier names. + + Returns: + - None + """ tech_string = ", ".join(sum(tech_map.values(), [])) logger.info(f"Using OPSD renewable capacities for carriers {tech_string}.") @@ -742,7 +753,24 @@ def attach_OPSD_renewables(n, tech_map): n.generators.p_nom_min.update(gens.bus.map(caps).dropna()) -def estimate_renewable_capacities(n, year, tech_map, expansion_limit, countries): +def estimate_renewable_capacities( + n: pypsa.Network, year: int, tech_map: dict, expansion_limit: bool, countries: list +) -> None: + """ + Estimate a different between renewable capacities in the network and reported country totals from IRENASTAT dataset. Distribute the difference with a heuristic. + + Heuristic: n.generators_t.p_max_pu.mean() * n.generators.p_nom_max + + Args: + - n: The PyPSA network. + - year: The year of optimisation. + - tech_map: A dictionary mapping fuel types to carrier names. + - expansion_limit: Boolean value from config file + - countries: A list of country codes to estimate capacities for. + + Returns: + - None + """ if not len(countries) or not len(tech_map): return From 6a8165c740a7731e54be786536d8d9f40040b8b2 Mon Sep 17 00:00:00 2001 From: Irieo Date: Fri, 3 Nov 2023 12:55:29 +0100 Subject: [PATCH 224/608] licenses: add reuse compatibility for new files --- config/config.ua.yaml | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/config/config.ua.yaml b/config/config.ua.yaml index dcb1d86e..c30cde9e 100644 --- a/config/config.ua.yaml +++ b/config/config.ua.yaml @@ -1,3 +1,7 @@ +# SPDX-FileCopyrightText: 2017-2023 The PyPSA-Eur Authors +# +# SPDX-License-Identifier: CC0-1.0 + scenario: simpl: - '' From d2c1f9ec327d55ac9e40e0638fd836868189d0bb Mon Sep 17 00:00:00 2001 From: Irieo Date: Fri, 3 Nov 2023 14:14:01 +0100 Subject: [PATCH 225/608] data: solve floating url problem for WDPA data retrieval --- rules/retrieve.smk | 14 +++++++++++++- 1 file changed, 13 insertions(+), 1 deletion(-) diff --git a/rules/retrieve.smk b/rules/retrieve.smk index f300b1aa..e3d50378 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -2,6 +2,9 @@ # # SPDX-License-Identifier: MIT +import requests +from datetime import datetime, timedelta + if config["enable"].get("retrieve", "auto") == "auto": config["enable"]["retrieve"] = has_internet_access() @@ -223,11 +226,20 @@ if config["enable"]["retrieve"]: if config["enable"]["retrieve"]: - from datetime import datetime current_month = datetime.now().strftime('%b') current_year = datetime.now().strftime('%Y') bYYYY = f"{current_month}{current_year}" + def check_file_exists(url): + response = requests.head(url) + return response.status_code == 200 + + url = f'https://d1gam3xoknrgr2.cloudfront.net/current/WDPA_{bYYYY}_Public.zip' + + if not check_file_exists(url): + prev_month = (datetime.now()-timedelta(30)).strftime('%b') + bYYYY = f"{prev_month}{current_year}" + assert check_file_exists(f'https://d1gam3xoknrgr2.cloudfront.net/current/WDPA_{bYYYY}_Public.zip'), "The file does not exist." # Downloading protected area database from WDPA # extract the main zip and then merge the contained 3 zipped shapefiles From 4779d076dc44145886627ee63aa36ea9b51bcc65 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 3 Nov 2023 13:16:09 +0000 Subject: [PATCH 226/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/add_electricity.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/scripts/add_electricity.py b/scripts/add_electricity.py index ecd06cb7..e626f456 100755 --- a/scripts/add_electricity.py +++ b/scripts/add_electricity.py @@ -84,6 +84,7 @@ It further adds extendable ``generators`` with **zero** capacity for import logging from itertools import product +from typing import Dict, List import geopandas as gpd import numpy as np @@ -95,7 +96,6 @@ import xarray as xr from _helpers import configure_logging, update_p_nom_max from powerplantmatching.export import map_country_bus from shapely.prepared import prep -from typing import Dict, List idx = pd.IndexSlice @@ -757,7 +757,9 @@ def estimate_renewable_capacities( n: pypsa.Network, year: int, tech_map: dict, expansion_limit: bool, countries: list ) -> None: """ - Estimate a different between renewable capacities in the network and reported country totals from IRENASTAT dataset. Distribute the difference with a heuristic. + Estimate a different between renewable capacities in the network and + reported country totals from IRENASTAT dataset. Distribute the difference + with a heuristic. Heuristic: n.generators_t.p_max_pu.mean() * n.generators.p_nom_max From 26f5d12d5a33611175d8845bd32eac39be5f7463 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 6 Nov 2023 18:24:50 +0000 Subject: [PATCH 227/608] [pre-commit.ci] pre-commit autoupdate MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit updates: - [github.com/keewis/blackdoc: v0.3.8 → v0.3.9](https://github.com/keewis/blackdoc/compare/v0.3.8...v0.3.9) --- .pre-commit-config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index d5b09616..59099948 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -45,7 +45,7 @@ repos: args: ["--in-place", "--make-summary-multi-line", "--pre-summary-newline"] - repo: https://github.com/keewis/blackdoc - rev: v0.3.8 + rev: v0.3.9 hooks: - id: blackdoc From 4a5c1000474902fcfd5e1fca554e26c8cc0bfe31 Mon Sep 17 00:00:00 2001 From: martacki Date: Tue, 7 Nov 2023 12:38:16 -0600 Subject: [PATCH 228/608] fix doi in hydrogen network article --- doc/index.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/index.rst b/doc/index.rst index 1552729c..d30dd8b9 100644 --- a/doc/index.rst +++ b/doc/index.rst @@ -185,7 +185,7 @@ For sector-coupling studies: :: pages = "1--25" year = "2023", eprint = "2207.05816", - doi = "10.1016/j.joule.2022.04.016", + doi = "10.1016/j.joule.2023.06.016", } For sector-coupling studies with pathway optimisation: :: From 82ac430fd92f2724918ff0e25568fdd57b75a9a5 Mon Sep 17 00:00:00 2001 From: chrstphtrs Date: Wed, 8 Nov 2023 09:57:24 +0100 Subject: [PATCH 229/608] fix spatial resolution for solid biomass links and naphtha oil loads under 'co2_spatial: true' flag --- scripts/prepare_sector_network.py | 11 +++++++++-- 1 file changed, 9 insertions(+), 2 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 54830106..a5ca8941 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -145,6 +145,7 @@ def define_spatial(nodes, options): spatial.oil.nodes = nodes + " oil" spatial.oil.locations = nodes spatial.oil.naphtha = nodes + " naphtha for industry" + spatial.oil.naphtha_process_emissions = nodes + " naphtha process emissions" spatial.oil.kerosene = nodes + " kerosene for aviation" spatial.oil.shipping = nodes + " shipping oil" spatial.oil.agriculture_machinery = nodes + " agriculture machinery oil" @@ -152,6 +153,7 @@ def define_spatial(nodes, options): spatial.oil.nodes = ["EU oil"] spatial.oil.locations = ["EU"] spatial.oil.naphtha = ["EU naphtha for industry"] + spatial.oil.naphtha_process_emissions = "EU naphtha process emissions" spatial.oil.kerosene = ["EU kerosene for aviation"] spatial.oil.shipping = ["EU shipping oil"] spatial.oil.agriculture_machinery = ["EU agriculture machinery oil"] @@ -2443,9 +2445,14 @@ def add_industry(n, costs): efficiency=1.0, ) + if len(spatial.biomass.industry_cc)<=1 and len(spatial.co2.nodes)>1: + link_names = nodes + " " + spatial.biomass.industry_cc + else: + link_names = spatial.biomass.industry_cc + n.madd( "Link", - spatial.biomass.industry_cc, + link_names, bus0=spatial.biomass.nodes, bus1=spatial.biomass.industry, bus2="co2 atmosphere", @@ -2820,7 +2827,7 @@ def add_industry(n, costs): n.madd( "Load", - ["naphtha for industry into process emissions from feedstock"], + spatial.oil.naphtha_process_emissions, bus=spatial.oil.nodes, carrier="naphtha for industry", p_set=p_set_process_emissions, From c7a4ff7a4d9a66a1d22d63ccfbc2bfff03964b20 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Sun, 12 Nov 2023 18:22:22 +0100 Subject: [PATCH 230/608] use existing add_carrier_buses function --- scripts/prepare_sector_network.py | 19 +------------------ 1 file changed, 1 insertion(+), 18 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 47aeec50..ee72042f 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1556,24 +1556,7 @@ def add_land_transport(n, costs): ) if ice_share > 0: - if "oil" not in n.buses.carrier.unique(): - n.madd( - "Bus", - spatial.oil.nodes, - location=spatial.oil.locations, - carrier="oil", - unit="MWh_LHV", - ) - - if "oil" not in n.generators.carrier.unique(): - n.madd( - "Generator", - spatial.oil.nodes, - bus=spatial.oil.nodes, - p_nom_extendable=True, - carrier="oil", - marginal_cost=costs.at["oil", "fuel"], - ) + add_carrier_buses(n, "oil") ice_efficiency = options["transport_internal_combustion_efficiency"] From 014a4cd62e3bc2f41e9e0ccd8e04ff6c169e9a60 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Sun, 12 Nov 2023 18:42:53 +0100 Subject: [PATCH 231/608] fix for losses with multi-period investment --- scripts/solve_network.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 83281284..fa59f7a3 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -697,7 +697,8 @@ def add_lossy_bidirectional_link_constraints(n): if not n.links.p_nom_extendable.any() or not "reversed" in n.links.columns: return - carriers = n.links.loc[n.links.reversed, "carrier"].unique() + reversed_links = n.links.reversed.fillna(0).astype(bool) + carriers = n.links.loc[reversed_links, "carrier"].unique() forward_i = n.links.query( "carrier in @carriers and ~reversed and p_nom_extendable" From fb7c209eb5f51c3256d391855598233041d1f3f2 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 13 Nov 2023 18:40:27 +0000 Subject: [PATCH 232/608] [pre-commit.ci] pre-commit autoupdate MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit updates: - [github.com/psf/black: 23.10.1 → 23.11.0](https://github.com/psf/black/compare/23.10.1...23.11.0) --- .pre-commit-config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 59099948..54f451bb 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -51,7 +51,7 @@ repos: # Formatting with "black" coding style - repo: https://github.com/psf/black - rev: 23.10.1 + rev: 23.11.0 hooks: # Format Python files - id: black From 75f8a1b313f37668abb176e96c8be7797c787780 Mon Sep 17 00:00:00 2001 From: Irieo Date: Thu, 16 Nov 2023 17:47:48 +0100 Subject: [PATCH 233/608] scripts: remove redundant rule reference --- rules/postprocess.smk | 1 - 1 file changed, 1 deletion(-) diff --git a/rules/postprocess.smk b/rules/postprocess.smk index c34fe27e..1ac4fec9 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -5,7 +5,6 @@ localrules: copy_config, - copy_conda_env, if config["foresight"] != "perfect": From dfecf35bae19573fd1a86c1a1150621e7f1e183b Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 20 Nov 2023 19:45:10 +0100 Subject: [PATCH 234/608] add focus_weights to documentation --- config/config.default.yaml | 2 ++ doc/configtables/toplevel.csv | 1 + scripts/cluster_network.py | 2 +- 3 files changed, 4 insertions(+), 1 deletion(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 1f430004..81dda14a 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -18,6 +18,8 @@ remote: ssh: "" path: "" +focus_weights: false + # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#run run: name: "" diff --git a/doc/configtables/toplevel.csv b/doc/configtables/toplevel.csv index 67954389..a27623bd 100644 --- a/doc/configtables/toplevel.csv +++ b/doc/configtables/toplevel.csv @@ -10,3 +10,4 @@ private,,, remote,,, -- ssh,--,,Optionally specify the SSH of a remote cluster to be synchronized. -- path,--,,Optionally specify the file path within the remote cluster to be synchronized. +focus_weights,,,Optionally specify the focus weights for the clustering of countries. For instance: `DE: 0.8` will distribute 80% of all nodes to Germany and 20% to the rest of the countries. diff --git a/scripts/cluster_network.py b/scripts/cluster_network.py index 9dbe887a..dc4e8c4e 100644 --- a/scripts/cluster_network.py +++ b/scripts/cluster_network.py @@ -237,7 +237,7 @@ def distribute_clusters(n, n_clusters, focus_weights=None, solver_name="cbc"): n_clusters >= len(N) and n_clusters <= N.sum() ), f"Number of clusters must be {len(N)} <= n_clusters <= {N.sum()} for this selection of countries." - if focus_weights is not None: + if isinstance(focus_weights, dict): total_focus = sum(list(focus_weights.values())) assert ( From d9ec127f996f854cc775cdfcc6db18cd26cf3ea5 Mon Sep 17 00:00:00 2001 From: chrstphtrs Date: Tue, 21 Nov 2023 14:55:32 +0100 Subject: [PATCH 235/608] Add process emissions to country emissions constraint, fix snapshot weighting --- scripts/solve_network.py | 19 +++++++++++++++++-- 1 file changed, 17 insertions(+), 2 deletions(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index b372b366..e2edb2eb 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -795,7 +795,7 @@ def add_co2limit_country(n, limit_countries, nyears=1.0): p = n.model["Link-p"] # dimension: (time, component) - # NB: Most country-specific links retain their locational information in bus1 (except for DAC, where it is in bus2) + # NB: Most country-specific links retain their locational information in bus1 (except for DAC, where it is in bus2, and process emissions, where it is in bus0) country = n.links.bus1.map(n.buses.location).map(n.buses.country) country_DAC = ( n.links[n.links.carrier == "DAC"] @@ -803,6 +803,12 @@ def add_co2limit_country(n, limit_countries, nyears=1.0): .map(n.buses.country) ) country[country_DAC.index] = country_DAC + country_process_emissions = ( + n.links[n.links.carrier.str.contains("process emissions")] + .bus0.map(n.buses.location) + .map(n.buses.country) + ) + country[country_process_emissions.index] = country_process_emissions lhs = [] for port in [col[3:] for col in n.links if col.startswith("bus")]: @@ -818,13 +824,18 @@ def add_co2limit_country(n, limit_countries, nyears=1.0): idx = n.links[mask].index + international = n.links.carrier.map( + lambda x: 0.4 if x in ["kerosene for aviation", "shipping oil"] else 1.0 + ) grouping = country.loc[idx] if not grouping.isnull().all(): expr = ( - (p.loc[:, idx] * efficiency[idx]) + ((p.loc[:, idx] * efficiency[idx] * international[idx]) .groupby(grouping, axis=1) .sum() + *n.snapshot_weightings.generators + ) .sum(dims="snapshot") ) lhs.append(expr) @@ -935,6 +946,10 @@ def solve_network(n, config, solving, opts="", **kwargs): f"Solving status '{status}' with termination condition '{condition}'" ) if "infeasible" in condition: + m = n.model + labels = m.compute_infeasibilities() + print(labels) + m.print_infeasibilities() raise RuntimeError("Solving status 'infeasible'") return n From 8778691f9d2793751c3e07030d8b720b1c2a5970 Mon Sep 17 00:00:00 2001 From: Thomas Kouroughli Date: Wed, 22 Nov 2023 11:05:32 +0000 Subject: [PATCH 236/608] docs: :memo: update config.electricity path --- doc/tutorial.rst | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/tutorial.rst b/doc/tutorial.rst index 40c1907c..e58ad123 100644 --- a/doc/tutorial.rst +++ b/doc/tutorial.rst @@ -25,7 +25,7 @@ full model, which allows the user to explore most of its functionalities on a local machine. The tutorial will cover examples on how to configure and customise the PyPSA-Eur model and run the ``snakemake`` workflow step by step from network creation to the solved network. The configuration for the tutorial -is located at ``test/config.electricity.yaml``. It includes parts deviating from +is located at ``config/test/config.electricity.yaml``. It includes parts deviating from the default config file ``config/config.default.yaml``. To run the tutorial with this configuration, execute @@ -96,7 +96,7 @@ open-source solver GLPK. :start-at: solver: :end-before: plotting: -Note, that ``test/config.electricity.yaml`` only includes changes relative to +Note, that ``config/test/config.electricity.yaml`` only includes changes relative to the default configuration. There are many more configuration options, which are documented at :ref:`config`. From a8568eb64e02134807184d09b1e877d3490d26a4 Mon Sep 17 00:00:00 2001 From: lumbric Date: Wed, 22 Nov 2023 15:54:46 +0100 Subject: [PATCH 237/608] Fix link to licenses.rst in README LICENSES.txt was never part of this repository, might have been copied accidentally from the README file in the main PyPSA repository. --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 9691abc4..7ef67114 100644 --- a/README.md +++ b/README.md @@ -103,6 +103,6 @@ We strongly welcome anyone interested in contributing to this project. If you ha # Licence The code in PyPSA-Eur is released as free software under the -[MIT License](https://opensource.org/licenses/MIT), see `LICENSE.txt`. +[MIT License](https://opensource.org/licenses/MIT), see [`doc/licenses.rst`](doc/licenses.rst). However, different licenses and terms of use may apply to the various input data. From 5d6d01f8c02f3f49e98ad47b279ce8b33e037c47 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 23 Nov 2023 12:11:12 +0100 Subject: [PATCH 238/608] make CC in blast furnaces optional --- config/config.default.yaml | 1 + doc/configtables/sector.csv | 1 + scripts/prepare_sector_network.py | 40 ++++++++++++++++--------------- 3 files changed, 23 insertions(+), 19 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 7bae66d1..e0eb4c4c 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -446,6 +446,7 @@ sector: methanation: true helmeth: false coal_cc: false + coal_for_industry_cc: false dac: true co2_vent: false allam_cycle: false diff --git a/doc/configtables/sector.csv b/doc/configtables/sector.csv index d610c862..2ddf8584 100644 --- a/doc/configtables/sector.csv +++ b/doc/configtables/sector.csv @@ -73,6 +73,7 @@ marginal_cost_storage,currency/MWh ,float,The marginal cost of discharging batte methanation,--,"{true, false}",Add option for transforming hydrogen and CO2 into methane using methanation. helmeth,--,"{true, false}",Add option for transforming power into gas using HELMETH (Integrated High-Temperature ELectrolysis and METHanation for Effective Power to Gas Conversion) coal_cc,--,"{true, false}",Add option for coal CHPs with carbon capture +coal_for_industry_cc,--,"{true, false}",Add option for carbon capture in integrated steel making (blast furnaces) dac,--,"{true, false}",Add option for Direct Air Capture (DAC) co2_vent,--,"{true, false}",Add option for vent out CO2 from storages to the atmosphere. allam_cycle,--,"{true, false}",Add option to include `Allam cycle gas power plants `_ diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index eb6fb221..99daba83 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2940,25 +2940,27 @@ def add_industry(n, costs): efficiency2=costs.at["coal", "CO2 intensity"], ) - n.madd( - "Link", - spatial.coal.industry_cc, - bus0=spatial.coal.nodes, - bus1=spatial.coal.industry, - bus2="co2 atmosphere", - bus3=spatial.co2.nodes, - carrier="coal for industry CC", - p_min_pu=1.0, - p_nom_extendable=True, - capital_cost=costs.at["cement capture", "fixed"] - * costs.at["coal", "CO2 intensity"], - efficiency=0.9, - efficiency2=costs.at["coal", "CO2 intensity"] - * (1 - costs.at["cement capture", "capture_rate"]), - efficiency3=costs.at["coal", "CO2 intensity"] - * costs.at["cement capture", "capture_rate"], - lifetime=costs.at["cement capture", "lifetime"], - ) + if options.get("coal_for_industry_cc", False): + + n.madd( + "Link", + spatial.coal.industry_cc, + bus0=spatial.coal.nodes, + bus1=spatial.coal.industry, + bus2="co2 atmosphere", + bus3=spatial.co2.nodes, + carrier="coal for industry CC", + p_min_pu=1.0, + p_nom_extendable=True, + capital_cost=costs.at["cement capture", "fixed"] + * costs.at["coal", "CO2 intensity"], + efficiency=0.9, + efficiency2=costs.at["coal", "CO2 intensity"] + * (1 - costs.at["cement capture", "capture_rate"]), + efficiency3=costs.at["coal", "CO2 intensity"] + * costs.at["cement capture", "capture_rate"], + lifetime=costs.at["cement capture", "lifetime"], + ) def add_waste_heat(n): From 4c66908b74b5c3d2799673de759070968b56929d Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 23 Nov 2023 11:11:46 +0000 Subject: [PATCH 239/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 1 - 1 file changed, 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 99daba83..44b022c9 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2941,7 +2941,6 @@ def add_industry(n, costs): ) if options.get("coal_for_industry_cc", False): - n.madd( "Link", spatial.coal.industry_cc, From afcf5e7d2e96bddab22d1bf89d3ebae1ffeb3806 Mon Sep 17 00:00:00 2001 From: lisazeyen <35347358+lisazeyen@users.noreply.github.com> Date: Fri, 24 Nov 2023 09:53:22 +0100 Subject: [PATCH 240/608] add load shedding for all carriers --- scripts/solve_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 224d4714..ff2a2f23 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -350,7 +350,7 @@ def prepare_network( # http://journal.frontiersin.org/article/10.3389/fenrg.2015.00055/full # TODO: retrieve color and nice name from config n.add("Carrier", "load", color="#dd2e23", nice_name="Load shedding") - buses_i = n.buses.query("carrier == 'AC'").index + buses_i = n.buses.index if not np.isscalar(load_shedding): # TODO: do not scale via sign attribute (use Eur/MWh instead of Eur/kWh) load_shedding = 1e2 # Eur/kWh From e8324b9c2788339837caf8718898b14f879ea4d8 Mon Sep 17 00:00:00 2001 From: lisazeyen <35347358+lisazeyen@users.noreply.github.com> Date: Fri, 24 Nov 2023 09:58:24 +0100 Subject: [PATCH 241/608] fix bug when oil copper plated --- scripts/prepare_sector_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index a5ca8941..81e4d6e3 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -153,7 +153,7 @@ def define_spatial(nodes, options): spatial.oil.nodes = ["EU oil"] spatial.oil.locations = ["EU"] spatial.oil.naphtha = ["EU naphtha for industry"] - spatial.oil.naphtha_process_emissions = "EU naphtha process emissions" + spatial.oil.naphtha_process_emissions = ["EU naphtha process emissions"] spatial.oil.kerosene = ["EU kerosene for aviation"] spatial.oil.shipping = ["EU shipping oil"] spatial.oil.agriculture_machinery = ["EU agriculture machinery oil"] From 3ff925e797574afc11193d7f63316fdbdde03e12 Mon Sep 17 00:00:00 2001 From: lisazeyen <35347358+lisazeyen@users.noreply.github.com> Date: Fri, 24 Nov 2023 10:00:07 +0100 Subject: [PATCH 242/608] add load shedding for all energy carriers --- scripts/solve_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index e2edb2eb..97c78dad 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -352,7 +352,7 @@ def prepare_network( # http://journal.frontiersin.org/article/10.3389/fenrg.2015.00055/full # TODO: retrieve color and nice name from config n.add("Carrier", "load", color="#dd2e23", nice_name="Load shedding") - buses_i = n.buses.query("carrier == 'AC'").index + buses_i = n.buses.index if not np.isscalar(load_shedding): # TODO: do not scale via sign attribute (use Eur/MWh instead of Eur/kWh) load_shedding = 1e2 # Eur/kWh From 7ca769bcf01272cd56cf079ca5faa04f06dd2835 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 29 Nov 2023 12:09:39 +0100 Subject: [PATCH 243/608] option to skip ship_raster download if not added as exclusion zone --- rules/build_electricity.smk | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index f9fdc3ac..0be36ff7 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -226,7 +226,7 @@ rule build_renewable_profiles: ), ship_density=lambda w: ( RESOURCES + "shipdensity_raster.tif" - if "ship_threshold" in config["renewable"][w.technology].keys() + if config["renewable"][w.technology].get("ship_threshold", False) else [] ), country_shapes=RESOURCES + "country_shapes.geojson", From 803b860923cd1658ebcfaf8c1249eb4de600132b Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 29 Nov 2023 13:41:26 +0100 Subject: [PATCH 244/608] move load_raw.csv to resources since it's config file dependent --- doc/retrieve.rst | 2 +- rules/build_electricity.smk | 2 +- rules/retrieve.smk | 2 +- scripts/build_electricity_demand.py | 2 +- 4 files changed, 4 insertions(+), 4 deletions(-) diff --git a/doc/retrieve.rst b/doc/retrieve.rst index ce32715c..f6c92092 100644 --- a/doc/retrieve.rst +++ b/doc/retrieve.rst @@ -91,7 +91,7 @@ None. **Outputs** -- ``data/load_raw.csv`` +- ``resources/load_raw.csv`` Rule ``retrieve_cost_data`` diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index 0be36ff7..cc4f6f5e 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -24,7 +24,7 @@ rule build_electricity_demand: countries=config["countries"], load=config["load"], input: - ancient("data/load_raw.csv"), + ancient(RESOURCES + "load_raw.csv"), output: RESOURCES + "load.csv", log: diff --git a/rules/retrieve.smk b/rules/retrieve.smk index b830be25..ddb519be 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -195,7 +195,7 @@ if config["enable"]["retrieve"]: static=True, ), output: - "data/load_raw.csv", + RESOURCES + "load_raw.csv", log: LOGS + "retrieve_electricity_demand.log", resources: diff --git a/scripts/build_electricity_demand.py b/scripts/build_electricity_demand.py index 38c75544..781ad991 100755 --- a/scripts/build_electricity_demand.py +++ b/scripts/build_electricity_demand.py @@ -31,7 +31,7 @@ Relevant Settings Inputs ------ -- ``data/load_raw.csv``: +- ``resources/load_raw.csv``: Outputs ------- From 98797e2e30b642574a18703073b3488af5f1c368 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 29 Nov 2023 13:46:28 +0100 Subject: [PATCH 245/608] follow-up to 7ca769bc --- scripts/build_renewable_profiles.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_renewable_profiles.py b/scripts/build_renewable_profiles.py index 7b08325b..ed7cf434 100644 --- a/scripts/build_renewable_profiles.py +++ b/scripts/build_renewable_profiles.py @@ -251,7 +251,7 @@ if __name__ == "__main__": snakemake.input.corine, codes=codes, buffer=buffer, crs=3035 ) - if "ship_threshold" in params: + if params.get("ship_threshold"): shipping_threshold = ( params["ship_threshold"] * 8760 * 6 ) # approximation because 6 years of data which is hourly collected From 86bfdcf20c17ce58c9e215113a6c1e8d1fee9785 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 30 Nov 2023 11:50:20 +0100 Subject: [PATCH 246/608] temporarily limit linopy version --- envs/environment.yaml | 1 + 1 file changed, 1 insertion(+) diff --git a/envs/environment.yaml b/envs/environment.yaml index b9d6e8ad..27de804b 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -11,6 +11,7 @@ dependencies: - pip - atlite>=0.2.9 +- linopy<=0.2.6 - dask # Dependencies of the workflow itself From 54c2128419d7ad21f382e00f8cfed9436ed11d7b Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 4 Dec 2023 10:47:41 +0100 Subject: [PATCH 247/608] add heat vent --- config/config.default.yaml | 2 ++ config/config.perfect.yaml | 3 ++- config/test/config.perfect.yaml | 3 ++- scripts/prepare_sector_network.py | 15 +++++++++++++-- 4 files changed, 19 insertions(+), 4 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 81dda14a..5a588650 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -451,6 +451,7 @@ sector: coal_cc: false dac: true co2_vent: false + central_heat_vent: false allam_cycle: false hydrogen_fuel_cell: true hydrogen_turbine: false @@ -878,6 +879,7 @@ plotting: services rural heat: '#ff9c9c' central heat: '#cc1f1f' urban central heat: '#d15959' + urban central heat vent: '#a74747' decentral heat: '#750606' residential urban decentral heat: '#a33c3c' services urban decentral heat: '#cc1f1f' diff --git a/config/config.perfect.yaml b/config/config.perfect.yaml index f355763c..51a0bcb0 100644 --- a/config/config.perfect.yaml +++ b/config/config.perfect.yaml @@ -39,5 +39,6 @@ co2_budget: sector: - min_part_load_fischer_tropsch: 0 + central_heat_vent: true + # min_part_load_fischer_tropsch: 0 min_part_load_methanolisation: 0 diff --git a/config/test/config.perfect.yaml b/config/test/config.perfect.yaml index c99f4122..d00d11ec 100644 --- a/config/test/config.perfect.yaml +++ b/config/test/config.perfect.yaml @@ -42,7 +42,8 @@ electricity: renewable_carriers: [solar, onwind, offwind-ac, offwind-dc] sector: - min_part_load_fischer_tropsch: 0 + central_heat_vent: true + # min_part_load_fischer_tropsch: 0 min_part_load_methanolisation: 0 atlite: default_cutout: be-03-2013-era5 diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index ee72042f..648fe358 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1692,7 +1692,19 @@ def add_heat(n, costs): carrier=name + " heat", unit="MWh_th", ) - + + if (name == "urban central") & (options["central_heat_vent"]): + n.madd( + "Generator", + nodes[name] + f" {name} heat vent", + location=nodes[name], + carrier=name + " heat vent", + p_nom_extendable=True, + p_max_pu=0, + p_min_pu=-1, + unit="MWh_th", + ) + ## Add heat load for sector in sectors: @@ -3290,7 +3302,6 @@ def set_temporal_aggregation(n, opts, solver_name): break return n - if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake From 71dbe2aaf27057faae8cbd4ef6a3bd5871ba13a3 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 4 Dec 2023 09:52:59 +0000 Subject: [PATCH 248/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 648fe358..af0c98ec 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1692,7 +1692,7 @@ def add_heat(n, costs): carrier=name + " heat", unit="MWh_th", ) - + if (name == "urban central") & (options["central_heat_vent"]): n.madd( "Generator", @@ -1704,7 +1704,7 @@ def add_heat(n, costs): p_min_pu=-1, unit="MWh_th", ) - + ## Add heat load for sector in sectors: @@ -3302,6 +3302,7 @@ def set_temporal_aggregation(n, opts, solver_name): break return n + if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake From 53b9e23dd8a095a49c973125cd366d69096579d2 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 4 Dec 2023 12:18:03 +0100 Subject: [PATCH 249/608] fixes for new package versions --- scripts/make_summary_perfect.py | 20 +++++++++++++++----- 1 file changed, 15 insertions(+), 5 deletions(-) diff --git a/scripts/make_summary_perfect.py b/scripts/make_summary_perfect.py index 7ca4055d..81f57c67 100644 --- a/scripts/make_summary_perfect.py +++ b/scripts/make_summary_perfect.py @@ -28,6 +28,15 @@ idx = pd.IndexSlice opt_name = {"Store": "e", "Line": "s", "Transformer": "s"} +def reindex_columns(df, cols): + investments = cols.levels[3] + if len(cols.names)!=len(df.columns.levels): + df = pd.concat([df] * len(investments), axis=1) + df.columns = cols + df = df.reindex(cols, axis=1) + + return df + def calculate_costs(n, label, costs): investments = n.investment_periods cols = pd.MultiIndex.from_product( @@ -39,7 +48,8 @@ def calculate_costs(n, label, costs): ], names=costs.columns.names[:3] + ["year"], ) - costs = costs.reindex(cols, axis=1) + + costs = reindex_columns(costs, cols) for c in n.iterate_components( n.branch_components | n.controllable_one_port_components ^ {"Load"} @@ -176,7 +186,7 @@ def calculate_capacities(n, label, capacities): ], names=capacities.columns.names[:3] + ["year"], ) - capacities = capacities.reindex(cols, axis=1) + capacities = reindex_columns(capacities, cols) for c in n.iterate_components( n.branch_components | n.controllable_one_port_components ^ {"Load"} @@ -229,7 +239,7 @@ def calculate_energy(n, label, energy): ], names=energy.columns.names[:3] + ["year"], ) - energy = energy.reindex(cols, axis=1) + energy = reindex_columns(energy, cols) for c in n.iterate_components(n.one_port_components | n.branch_components): if c.name in n.one_port_components: @@ -336,7 +346,7 @@ def calculate_supply_energy(n, label, supply_energy): ], names=supply_energy.columns.names[:3] + ["year"], ) - supply_energy = supply_energy.reindex(cols, axis=1) + supply_energy = reindex_columns(supply_energy, cols) bus_carriers = n.buses.carrier.unique() @@ -604,7 +614,7 @@ def calculate_price_statistics(n, label, price_statistics): price_statistics.at["mean", label] = n.buses_t.marginal_price[buses].mean().mean() price_statistics.at["standard_deviation", label] = ( - n.buses_t.marginal_price[buses].droplevel(0).unstack().std() + n.buses_t.marginal_price[buses].std().std() ) return price_statistics From f3fcd43eef83da3b7beca700ac15a11a3d6ce8ab Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 4 Dec 2023 12:18:15 +0100 Subject: [PATCH 250/608] clean up config --- config/config.perfect.yaml | 1 - config/test/config.myopic.yaml | 3 +++ config/test/config.perfect.yaml | 4 ++-- 3 files changed, 5 insertions(+), 3 deletions(-) diff --git a/config/config.perfect.yaml b/config/config.perfect.yaml index 51a0bcb0..a146cf25 100644 --- a/config/config.perfect.yaml +++ b/config/config.perfect.yaml @@ -40,5 +40,4 @@ co2_budget: sector: central_heat_vent: true - # min_part_load_fischer_tropsch: 0 min_part_load_methanolisation: 0 diff --git a/config/test/config.myopic.yaml b/config/test/config.myopic.yaml index 0bb85ec6..cc228fc2 100644 --- a/config/test/config.myopic.yaml +++ b/config/test/config.myopic.yaml @@ -29,6 +29,9 @@ countries: ['BE'] snapshots: start: "2013-03-01" end: "2013-03-08" + +sector: + central_heat_vent: true electricity: co2limit: 100.e+6 diff --git a/config/test/config.perfect.yaml b/config/test/config.perfect.yaml index d00d11ec..9fc51c5c 100644 --- a/config/test/config.perfect.yaml +++ b/config/test/config.perfect.yaml @@ -42,9 +42,9 @@ electricity: renewable_carriers: [solar, onwind, offwind-ac, offwind-dc] sector: - central_heat_vent: true - # min_part_load_fischer_tropsch: 0 + min_part_load_fischer_tropsch: 0 min_part_load_methanolisation: 0 + atlite: default_cutout: be-03-2013-era5 cutouts: From 92ccb517f3ecb8ceaf0a6a58c97d27ae055cd40a Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 4 Dec 2023 11:20:38 +0000 Subject: [PATCH 251/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- config/test/config.myopic.yaml | 2 +- config/test/config.perfect.yaml | 2 +- scripts/make_summary_perfect.py | 9 +++++---- 3 files changed, 7 insertions(+), 6 deletions(-) diff --git a/config/test/config.myopic.yaml b/config/test/config.myopic.yaml index cc228fc2..d566c6cb 100644 --- a/config/test/config.myopic.yaml +++ b/config/test/config.myopic.yaml @@ -29,7 +29,7 @@ countries: ['BE'] snapshots: start: "2013-03-01" end: "2013-03-08" - + sector: central_heat_vent: true diff --git a/config/test/config.perfect.yaml b/config/test/config.perfect.yaml index 9fc51c5c..49886b26 100644 --- a/config/test/config.perfect.yaml +++ b/config/test/config.perfect.yaml @@ -44,7 +44,7 @@ electricity: sector: min_part_load_fischer_tropsch: 0 min_part_load_methanolisation: 0 - + atlite: default_cutout: be-03-2013-era5 cutouts: diff --git a/scripts/make_summary_perfect.py b/scripts/make_summary_perfect.py index 81f57c67..c387c6cf 100644 --- a/scripts/make_summary_perfect.py +++ b/scripts/make_summary_perfect.py @@ -30,13 +30,14 @@ opt_name = {"Store": "e", "Line": "s", "Transformer": "s"} def reindex_columns(df, cols): investments = cols.levels[3] - if len(cols.names)!=len(df.columns.levels): + if len(cols.names) != len(df.columns.levels): df = pd.concat([df] * len(investments), axis=1) - df.columns = cols + df.columns = cols df = df.reindex(cols, axis=1) - + return df + def calculate_costs(n, label, costs): investments = n.investment_periods cols = pd.MultiIndex.from_product( @@ -48,7 +49,7 @@ def calculate_costs(n, label, costs): ], names=costs.columns.names[:3] + ["year"], ) - + costs = reindex_columns(costs, cols) for c in n.iterate_components( From 7b24557bd31e8463b2ccabec21ad5c329b6cd9c5 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 4 Dec 2023 12:27:34 +0100 Subject: [PATCH 252/608] remove minimum part load again for perfect --- config/config.perfect.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/config/config.perfect.yaml b/config/config.perfect.yaml index a146cf25..f355763c 100644 --- a/config/config.perfect.yaml +++ b/config/config.perfect.yaml @@ -39,5 +39,5 @@ co2_budget: sector: - central_heat_vent: true + min_part_load_fischer_tropsch: 0 min_part_load_methanolisation: 0 From b8e72683cb129d54448acc951ab5d58fadb6e86d Mon Sep 17 00:00:00 2001 From: lisazeyen <35347358+lisazeyen@users.noreply.github.com> Date: Mon, 4 Dec 2023 12:28:54 +0100 Subject: [PATCH 253/608] improve style Co-authored-by: Fabian Neumann --- scripts/prepare_sector_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index af0c98ec..f585ad04 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1693,7 +1693,7 @@ def add_heat(n, costs): unit="MWh_th", ) - if (name == "urban central") & (options["central_heat_vent"]): + if name == "urban central" and options.get("central_heat_vent"): n.madd( "Generator", nodes[name] + f" {name} heat vent", From 4df6370198be053b11b77644027afb267eb285c4 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 4 Dec 2023 14:39:23 +0100 Subject: [PATCH 254/608] update environment: matplotlib, xarray, pypsa --- envs/environment.yaml | 8 ++++---- rules/postprocess.smk | 1 - scripts/plot_summary.py | 1 - 3 files changed, 4 insertions(+), 6 deletions(-) diff --git a/envs/environment.yaml b/envs/environment.yaml index 27de804b..646a71ea 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -11,7 +11,8 @@ dependencies: - pip - atlite>=0.2.9 -- linopy<=0.2.6 +- pypsa>=0.25.2 +- linopy - dask # Dependencies of the workflow itself @@ -28,14 +29,14 @@ dependencies: - numpy - pandas>=1.4 - geopandas>=0.11.0 -- xarray<=2023.8.0 +- xarray - rioxarray - netcdf4 - networkx - scipy - shapely>=2.0 - pyomo -- matplotlib<3.6 +- matplotlib - proj - fiona - country_converter @@ -57,4 +58,3 @@ dependencies: - pip: - tsam>=2.3.1 - - pypsa>=0.25.2 diff --git a/rules/postprocess.smk b/rules/postprocess.smk index c34fe27e..1ac4fec9 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -5,7 +5,6 @@ localrules: copy_config, - copy_conda_env, if config["foresight"] != "perfect": diff --git a/scripts/plot_summary.py b/scripts/plot_summary.py index 2651878a..5804e785 100644 --- a/scripts/plot_summary.py +++ b/scripts/plot_summary.py @@ -452,7 +452,6 @@ def plot_carbon_budget_distribution(input_eurostat): sns.set() sns.set_style("ticks") - plt.style.use("seaborn-ticks") plt.rcParams["xtick.direction"] = "in" plt.rcParams["ytick.direction"] = "in" plt.rcParams["xtick.labelsize"] = 20 From cea62de438b7c358bf23ad306dccb300b13beab7 Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Mon, 4 Dec 2023 16:46:11 +0100 Subject: [PATCH 255/608] solve_network: quick fix so duals can be read from CO2 constrain --- scripts/solve_network.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 97c78dad..2413f4c9 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -841,10 +841,10 @@ def add_co2limit_country(n, limit_countries, nyears=1.0): lhs.append(expr) lhs = sum(lhs) # dimension: (country) - lhs = lhs.rename({list(lhs.dims.keys())[0]: "country"}) + lhs = lhs.rename({list(lhs.dims.keys())[0]: "snapshot"}) rhs = pd.Series(co2_limit_countries) # dimension: (country) - for ct in lhs.indexes["country"]: + for ct in lhs.indexes["snapshot"]: n.model.add_constraints( lhs.loc[ct] <= rhs[ct], name=f"GlobalConstraint-co2_limit_per_country{ct}", From 66178a5a27625b7055d029403c66bd7ac6df1da5 Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Mon, 4 Dec 2023 16:46:45 +0100 Subject: [PATCH 256/608] solve_network: fix sign for country CO2 when bus0=atmosphere So that DAC extracts CO2 rather than pumping into air; for p>0, link withdraws from bus0, but injects into bus1/2/3, so you have to take account of this sign difference- --- scripts/solve_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 2413f4c9..53170da9 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -814,7 +814,7 @@ def add_co2limit_country(n, limit_countries, nyears=1.0): for port in [col[3:] for col in n.links if col.startswith("bus")]: if port == str(0): efficiency = ( - n.links["efficiency"].apply(lambda x: 1.0).rename("efficiency0") + n.links["efficiency"].apply(lambda x: -1.0).rename("efficiency0") ) elif port == str(1): efficiency = n.links["efficiency"] From e5bdb4796aad6266db6df0d7de22fafe1aa42be8 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 6 Dec 2023 10:09:17 +0100 Subject: [PATCH 257/608] move focus_weights into clustering configuration segment (backward compatible) --- config/config.default.yaml | 4 ++-- doc/configtables/clustering.csv | 2 ++ doc/configtables/toplevel.csv | 1 - rules/build_electricity.smk | 4 ++-- scripts/cluster_network.py | 3 +-- 5 files changed, 7 insertions(+), 7 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 5a588650..1eaf9fa1 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -18,8 +18,6 @@ remote: ssh: "" path: "" -focus_weights: false - # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#run run: name: "" @@ -601,12 +599,14 @@ clustering: to_substations: false algorithm: kmeans # choose from: [hac, kmeans] feature: solar+onwind-time + focus_weights: false exclude_carriers: [] remove_stubs: true remove_stubs_across_borders: true cluster_network: algorithm: kmeans feature: solar+onwind-time + focus_weights: false exclude_carriers: [] consider_efficiency_classes: false aggregation_strategies: diff --git a/doc/configtables/clustering.csv b/doc/configtables/clustering.csv index 5f52c222..a08af37a 100644 --- a/doc/configtables/clustering.csv +++ b/doc/configtables/clustering.csv @@ -3,12 +3,14 @@ simplify_network,,, -- to_substations,bool,"{'true','false'}","Aggregates all nodes without power injection (positive or negative, i.e. demand or generation) to electrically closest ones" -- algorithm,str,"One of {‘kmeans’, ‘hac’, ‘modularity‘}", -- feature,str,"Str in the format ‘carrier1+carrier2+...+carrierN-X’, where CarrierI can be from {‘solar’, ‘onwind’, ‘offwind’, ‘ror’} and X is one of {‘cap’, ‘time’}.", +-- focus_weights,,,Optionally specify the focus weights for the clustering of countries. For instance: `DE: 0.8` will distribute 80% of all nodes to Germany and 20% to the rest of the countries. -- exclude_carriers,list,"List of Str like [ 'solar', 'onwind'] or empy list []","List of carriers which will not be aggregated. If empty, all carriers will be aggregated." -- remove stubs,bool,"{'true','false'}",Controls whether radial parts of the network should be recursively aggregated. Defaults to true. -- remove_stubs_across_borders,bool,"{'true','false'}",Controls whether radial parts of the network should be recursively aggregated across borders. Defaults to true. cluster_network,,, -- algorithm,str,"One of {‘kmeans’, ‘hac’}", -- feature,str,"Str in the format ‘carrier1+carrier2+...+carrierN-X’, where CarrierI can be from {‘solar’, ‘onwind’, ‘offwind’, ‘ror’} and X is one of {‘cap’, ‘time’}.", +-- focus_weights,,,Optionally specify the focus weights for the clustering of countries. For instance: `DE: 0.8` will distribute 80% of all nodes to Germany and 20% to the rest of the countries. -- exclude_carriers,list,"List of Str like [ 'solar', 'onwind'] or empy list []","List of carriers which will not be aggregated. If empty, all carriers will be aggregated." -- consider_efficiency_classes,bool,"{'true','false'}","Aggregated each carriers into the top 10-quantile (high), the bottom 90-quantile (low), and everything in between (medium)." aggregation_strategies,,, diff --git a/doc/configtables/toplevel.csv b/doc/configtables/toplevel.csv index a27623bd..67954389 100644 --- a/doc/configtables/toplevel.csv +++ b/doc/configtables/toplevel.csv @@ -10,4 +10,3 @@ private,,, remote,,, -- ssh,--,,Optionally specify the SSH of a remote cluster to be synchronized. -- path,--,,Optionally specify the file path within the remote cluster to be synchronized. -focus_weights,,,Optionally specify the focus weights for the clustering of countries. For instance: `DE: 0.8` will distribute 80% of all nodes to Germany and 20% to the rest of the countries. diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index cc4f6f5e..6f32b203 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -374,7 +374,7 @@ rule simplify_network: params: simplify_network=config["clustering"]["simplify_network"], aggregation_strategies=config["clustering"].get("aggregation_strategies", {}), - focus_weights=config.get("focus_weights", None), + focus_weights=config["clustering"].get("focus_weights", config.get("focus_weights")), renewable_carriers=config["electricity"]["renewable_carriers"], max_hours=config["electricity"]["max_hours"], length_factor=config["lines"]["length_factor"], @@ -409,7 +409,7 @@ rule cluster_network: cluster_network=config["clustering"]["cluster_network"], aggregation_strategies=config["clustering"].get("aggregation_strategies", {}), custom_busmap=config["enable"].get("custom_busmap", False), - focus_weights=config.get("focus_weights", None), + focus_weights=config["clustering"].get("focus_weights", config.get("focus_weights")), renewable_carriers=config["electricity"]["renewable_carriers"], conventional_carriers=config["electricity"].get("conventional_carriers", []), max_hours=config["electricity"]["max_hours"], diff --git a/scripts/cluster_network.py b/scripts/cluster_network.py index dc4e8c4e..9eadf2ab 100644 --- a/scripts/cluster_network.py +++ b/scripts/cluster_network.py @@ -16,8 +16,7 @@ Relevant Settings clustering: cluster_network: aggregation_strategies: - - focus_weights: + focus_weights: solving: solver: From 01c5e11f9fe6277dc3c2fae76e9979c0e13fffa4 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 6 Dec 2023 09:10:05 +0000 Subject: [PATCH 258/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/build_electricity.smk | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index 6f32b203..6fb21ac1 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -374,7 +374,9 @@ rule simplify_network: params: simplify_network=config["clustering"]["simplify_network"], aggregation_strategies=config["clustering"].get("aggregation_strategies", {}), - focus_weights=config["clustering"].get("focus_weights", config.get("focus_weights")), + focus_weights=config["clustering"].get( + "focus_weights", config.get("focus_weights") + ), renewable_carriers=config["electricity"]["renewable_carriers"], max_hours=config["electricity"]["max_hours"], length_factor=config["lines"]["length_factor"], @@ -409,7 +411,9 @@ rule cluster_network: cluster_network=config["clustering"]["cluster_network"], aggregation_strategies=config["clustering"].get("aggregation_strategies", {}), custom_busmap=config["enable"].get("custom_busmap", False), - focus_weights=config["clustering"].get("focus_weights", config.get("focus_weights")), + focus_weights=config["clustering"].get( + "focus_weights", config.get("focus_weights") + ), renewable_carriers=config["electricity"]["renewable_carriers"], conventional_carriers=config["electricity"].get("conventional_carriers", []), max_hours=config["electricity"]["max_hours"], From 1b88dc7660767099f49e58eaa778583a74defaba Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 6 Dec 2023 10:14:31 +0100 Subject: [PATCH 259/608] limit pypsa version until #793 resolved --- envs/environment.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/envs/environment.yaml b/envs/environment.yaml index 646a71ea..fe2282bc 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -11,7 +11,7 @@ dependencies: - pip - atlite>=0.2.9 -- pypsa>=0.25.2 +- pypsa==0.25.2 - linopy - dask From a59eb821ffe7e77012dccbb3f37715a17c60e48e Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 6 Dec 2023 11:07:04 +0100 Subject: [PATCH 260/608] for clustering fall back to ipopt when highs is solver --- scripts/cluster_network.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/scripts/cluster_network.py b/scripts/cluster_network.py index dc4e8c4e..df72e633 100644 --- a/scripts/cluster_network.py +++ b/scripts/cluster_network.py @@ -271,7 +271,7 @@ def distribute_clusters(n, n_clusters, focus_weights=None, solver_name="cbc"): ) opt = po.SolverFactory(solver_name) - if not opt.has_capability("quadratic_objective"): + if solver_name == "appsi_highs" or not opt.has_capability("quadratic_objective"): logger.warning( f"The configured solver `{solver_name}` does not support quadratic objectives. Falling back to `ipopt`." ) @@ -466,6 +466,7 @@ if __name__ == "__main__": params = snakemake.params solver_name = snakemake.config["solving"]["solver"]["name"] + solver_name = "appsi_highs" if solver_name == "highs" else solver_name n = pypsa.Network(snakemake.input.network) From fd789932ddbae013611c9305963138204fee5aac Mon Sep 17 00:00:00 2001 From: martacki Date: Wed, 6 Dec 2023 07:58:20 -0800 Subject: [PATCH 261/608] district heating bugfix when no progress is assumed --- scripts/prepare_sector_network.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index f585ad04..66fb91c8 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2003,7 +2003,7 @@ def add_heat(n, costs): space_heat_demand = demand * w_space[sec][node] # normed time profile of space heat demand 'space_pu' (values between 0-1), # p_max_pu/p_min_pu of retrofitting generators - space_pu = (space_heat_demand / space_heat_demand.max()).to_frame(name=node) + space_pu = (space_heat_demand / space_heat_demand.max()).to_frame(name=node).fillna(0) # minimum heat demand 'dE' after retrofitting in units of original heat demand (values between 0-1) dE = retro_data.loc[(ct, sec), ("dE")] @@ -2015,6 +2015,9 @@ def add_heat(n, costs): * floor_area_node / ((1 - dE) * space_heat_demand.max()) ) + if space_heat_demand.max() == 0: + capital_cost = capital_cost.apply(lambda b: 0 if b == np.inf else b) + # number of possible retrofitting measures 'strengths' (set in list at config.yaml 'l_strength') # given in additional insulation thickness [m] # for each measure, a retrofitting generator is added at the node From 429b4ca6809024780316e8465dbda56a2d0aad67 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 6 Dec 2023 16:01:02 +0000 Subject: [PATCH 262/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 66fb91c8..8a4f98ce 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2003,7 +2003,11 @@ def add_heat(n, costs): space_heat_demand = demand * w_space[sec][node] # normed time profile of space heat demand 'space_pu' (values between 0-1), # p_max_pu/p_min_pu of retrofitting generators - space_pu = (space_heat_demand / space_heat_demand.max()).to_frame(name=node).fillna(0) + space_pu = ( + (space_heat_demand / space_heat_demand.max()) + .to_frame(name=node) + .fillna(0) + ) # minimum heat demand 'dE' after retrofitting in units of original heat demand (values between 0-1) dE = retro_data.loc[(ct, sec), ("dE")] From 1352f6c30e582167c6666757cc10007dd8058425 Mon Sep 17 00:00:00 2001 From: Thomas Gilon Date: Fri, 8 Dec 2023 10:30:08 +0100 Subject: [PATCH 263/608] Fix nodal fraction with distributed generators --- doc/release_notes.rst | 1 + scripts/add_existing_baseyear.py | 2 +- 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 9b1381ce..c111e9bc 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -39,6 +39,7 @@ Upcoming Release **Bugs and Compatibility** * A bug preventing custom powerplants specified in ``data/custom_powerplants.csv`` was fixed. (https://github.com/PyPSA/pypsa-eur/pull/732) +* Fix nodal fraction in ``add_existing_year`` when using distributed generators PyPSA-Eur 0.8.1 (27th July 2023) diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index 1474b004..79993307 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -88,7 +88,7 @@ def add_existing_renewables(df_agg): ] cfs = n.generators_t.p_max_pu[gens].mean() cfs_key = cfs / cfs.sum() - nodal_fraction.loc[n.generators.loc[gens, "bus"]] = cfs_key.values + nodal_fraction.loc[n.generators.loc[gens, "bus"]] = cfs_key.groupby(n.generators.loc[gens, "bus"]).sum() nodal_df = df.loc[n.buses.loc[elec_buses, "country"]] nodal_df.index = elec_buses From e3ba0e50a7dbf628aec9f08f72378d5cb6c9bf27 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 8 Dec 2023 09:35:13 +0000 Subject: [PATCH 264/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/add_existing_baseyear.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index 79993307..1842166b 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -88,7 +88,9 @@ def add_existing_renewables(df_agg): ] cfs = n.generators_t.p_max_pu[gens].mean() cfs_key = cfs / cfs.sum() - nodal_fraction.loc[n.generators.loc[gens, "bus"]] = cfs_key.groupby(n.generators.loc[gens, "bus"]).sum() + nodal_fraction.loc[n.generators.loc[gens, "bus"]] = cfs_key.groupby( + n.generators.loc[gens, "bus"] + ).sum() nodal_df = df.loc[n.buses.loc[elec_buses, "country"]] nodal_df.index = elec_buses From bbf9ca2d9be0af6fe80ffcc667556405ab0bddbc Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Fri, 8 Dec 2023 11:58:28 +0100 Subject: [PATCH 265/608] bug fix: naming of p_set when co2_national is True Without this naming fix, the p_set is a NaN once added --- scripts/prepare_sector_network.py | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 81e4d6e3..606e17b3 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2643,7 +2643,7 @@ def add_industry(n, costs): # need to aggregate potentials if methanol not nodally resolved if options["co2_budget_national"]: - p_set_methanol = shipping_methanol_share * p_set * efficiency + p_set_methanol = shipping_methanol_share * p_set.rename(lambda x : x + " shipping methanol") * efficiency else: p_set_methanol = shipping_methanol_share * p_set.sum() * efficiency @@ -2707,7 +2707,7 @@ def add_industry(n, costs): if shipping_oil_share: # need to aggregate potentials if oil not nodally resolved if options["co2_budget_national"]: - p_set_oil = shipping_oil_share * p_set + p_set_oil = shipping_oil_share * p_set.rename(lambda x: x + " shipping oil") else: p_set_oil = shipping_oil_share * p_set.sum() @@ -2789,15 +2789,16 @@ def add_industry(n, costs): # convert process emissions from feedstock from MtCO2 to energy demand # need to aggregate potentials if oil not nodally resolved if options["co2_budget_national"]: - p_set_plastics = demand_factor * (industrial_demand.loc[nodes, "naphtha"] - industrial_demand.loc[nodes, "process emission from feedstock"] / costs.at["oil", "CO2 intensity"]) / nhours + p_set_plastics = demand_factor * (industrial_demand.loc[nodes, "naphtha"] - industrial_demand.loc[nodes, "process emission from feedstock"] / costs.at["oil", "CO2 intensity"]).rename(lambda x: x + " naphtha for industry") / nhours else: p_set_plastics = demand_factor * (industrial_demand.loc[nodes, "naphtha"] - industrial_demand.loc[nodes, "process emission from feedstock"] / costs.at["oil", "CO2 intensity"]).sum() / nhours + if options["co2_budget_national"]: p_set_process_emissions = ( demand_factor * (industrial_demand.loc[nodes, "process emission from feedstock"] - / costs.at["oil", "CO2 intensity"]) + / costs.at["oil", "CO2 intensity"]).rename(lambda x: x + " naphtha process emissions") / nhours ) else: @@ -2857,7 +2858,7 @@ def add_industry(n, costs): * pop_weighted_energy_totals.loc[nodes, all_aviation].sum(axis=1) * 1e6 / nhours - ) + ).rename(lambda x: x + " kerosene for aviation") else: p_set = ( demand_factor @@ -3139,7 +3140,7 @@ def add_agriculture(n, costs): if oil_share > 0: # need to aggregate potentials if oil not nodally resolved if options["co2_budget_national"]: - p_set = oil_share * machinery_nodal_energy / nhours + p_set = oil_share * machinery_nodal_energy.rename(lambda x: x + " agriculture machinery oil") / nhours else: p_set = oil_share * machinery_nodal_energy.sum() / nhours From 2d323d1b879751bc96303bd6c6a54fda2c90eccb Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Fri, 8 Dec 2023 12:27:07 +0100 Subject: [PATCH 266/608] bug fix: ICE efficiency for land transport was applied twice This was overestimating ICE oil demand by factor 1/0.3. --- scripts/prepare_sector_network.py | 1 - 1 file changed, 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 606e17b3..342a6b15 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1613,7 +1613,6 @@ def add_land_transport(n, costs): bus1=spatial.oil.land_transport, bus2="co2 atmosphere", carrier="land transport oil", - efficiency=ice_efficiency, efficiency2=costs.at["oil", "CO2 intensity"], p_nom_extendable=True, ) From 00e86e6435816fe007fb25d62de90cf58fbc01c4 Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Fri, 8 Dec 2023 13:28:08 +0100 Subject: [PATCH 267/608] bug fix: route process emissions from steam cracker to correct bus Now naphtha demand causes process emissions from steak crackers to route to process emissions bus, then rest of CO2 goes to atmosphere. --- scripts/prepare_sector_network.py | 46 +++++++------------------------ 1 file changed, 10 insertions(+), 36 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 342a6b15..8e995dd6 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -145,7 +145,6 @@ def define_spatial(nodes, options): spatial.oil.nodes = nodes + " oil" spatial.oil.locations = nodes spatial.oil.naphtha = nodes + " naphtha for industry" - spatial.oil.naphtha_process_emissions = nodes + " naphtha process emissions" spatial.oil.kerosene = nodes + " kerosene for aviation" spatial.oil.shipping = nodes + " shipping oil" spatial.oil.agriculture_machinery = nodes + " agriculture machinery oil" @@ -153,7 +152,6 @@ def define_spatial(nodes, options): spatial.oil.nodes = ["EU oil"] spatial.oil.locations = ["EU"] spatial.oil.naphtha = ["EU naphtha for industry"] - spatial.oil.naphtha_process_emissions = ["EU naphtha process emissions"] spatial.oil.kerosene = ["EU kerosene for aviation"] spatial.oil.shipping = ["EU shipping oil"] spatial.oil.agriculture_machinery = ["EU agriculture machinery oil"] @@ -2783,31 +2781,10 @@ def add_industry(n, costs): if demand_factor != 1: logger.warning(f"Changing HVC demand by {demand_factor*100-100:+.2f}%.") - # NB: CO2 gets released again to atmosphere when plastics decay - # except for the process emissions when naphtha is used for petrochemicals, which can be captured with other industry process emissions - # convert process emissions from feedstock from MtCO2 to energy demand - # need to aggregate potentials if oil not nodally resolved if options["co2_budget_national"]: - p_set_plastics = demand_factor * (industrial_demand.loc[nodes, "naphtha"] - industrial_demand.loc[nodes, "process emission from feedstock"] / costs.at["oil", "CO2 intensity"]).rename(lambda x: x + " naphtha for industry") / nhours + p_set_plastics = demand_factor * industrial_demand.loc[nodes, "naphtha"].rename(lambda x: x + " naphtha for industry") / nhours else: - p_set_plastics = demand_factor * (industrial_demand.loc[nodes, "naphtha"] - industrial_demand.loc[nodes, "process emission from feedstock"] / costs.at["oil", "CO2 intensity"]).sum() / nhours - - - if options["co2_budget_national"]: - p_set_process_emissions = ( - demand_factor - * (industrial_demand.loc[nodes, "process emission from feedstock"] - / costs.at["oil", "CO2 intensity"]).rename(lambda x: x + " naphtha process emissions") - / nhours - ) - else: - p_set_process_emissions = ( - demand_factor - * (industrial_demand.loc[nodes, "process emission from feedstock"] - / costs.at["oil", "CO2 intensity"] - ).sum() - / nhours - ) + p_set_plastics = demand_factor * industrial_demand.loc[nodes, "naphtha"].sum() / nhours n.madd( "Bus", @@ -2825,13 +2802,10 @@ def add_industry(n, costs): p_set=p_set_plastics, ) - n.madd( - "Load", - spatial.oil.naphtha_process_emissions, - bus=spatial.oil.nodes, - carrier="naphtha for industry", - p_set=p_set_process_emissions, - ) + # some CO2 from naphtha are process emissions from steam cracker + # rest of CO2 released to atmosphere either in waste-to-energy or decay + process_co2_per_naphtha = industrial_demand.loc[nodes, "process emission from feedstock"].sum() / industrial_demand.loc[nodes, "naphtha"].sum() + emitted_co2_per_naphtha = costs.at["oil", "CO2 intensity"] - process_co2_per_naphtha n.madd( "Link", @@ -2839,9 +2813,11 @@ def add_industry(n, costs): bus0=spatial.oil.nodes, bus1=spatial.oil.naphtha, bus2="co2 atmosphere", + bus3=spatial.co2.process_emissions, carrier="naphtha for industry", p_nom_extendable=True, - efficiency2=costs.at["oil", "CO2 intensity"], + efficiency2=emitted_co2_per_naphtha, + efficiency3=process_co2_per_naphtha, ) # aviation @@ -2941,7 +2917,7 @@ def add_industry(n, costs): unit="t_co2", ) - sel = ["process emission", "process emission from feedstock"] + sel = ["process emission"] if options["co2_spatial"] or options["co2network"]: p_set = ( -industrial_demand.loc[nodes, sel] @@ -2952,8 +2928,6 @@ def add_industry(n, costs): else: p_set = -industrial_demand.loc[nodes, sel].sum(axis=1).sum() / nhours - # this should be process emissions fossil+feedstock - # then need load on atmosphere for feedstock emissions that are currently going to atmosphere via Link Fischer-Tropsch demand n.madd( "Load", spatial.co2.process_emissions, From 326ed63329d55d5a84f9230840161cdb3673e27a Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Fri, 8 Dec 2023 17:53:28 +0100 Subject: [PATCH 268/608] add_brownfield: disable grid expansion if LV already hit Numerical problems were causing infeasibilities otherwise --- scripts/add_brownfield.py | 28 ++++++++++++++++++++++++++++ 1 file changed, 28 insertions(+) diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index 74102580..fb1453fd 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -119,6 +119,32 @@ def add_brownfield(n, n_p, year): n.links.loc[new_pipes, "p_nom"] = 0.0 n.links.loc[new_pipes, "p_nom_min"] = 0.0 +def disable_grid_expansion_if_LV_limit_hit(n): + if not "lv_limit" in n.global_constraints.index: + return + + #calculate minimum LV + attr = "nom_min" + dc = n.links.index[n.links.carrier == "DC"] + tot = (n.lines["s_" + attr]*n.lines["length"]).sum() + (n.links.loc[dc,"p_" + attr]*n.links.loc[dc,"length"]).sum() + + diff = n.global_constraints.at["lv_limit","constant"]-tot + + #allow small numerical differences + limit = 1 + + if diff < limit: + logger.info(f"LV is already reached (gap {diff}), disabling expansion and LV limit") + expandable_acs = n.lines.index[n.lines.s_nom_extendable] + n.lines.loc[expandable_acs,"s_nom_extendable"] = False + n.lines.loc[expandable_acs,"s_nom"] = n.lines.loc[expandable_acs,"s_nom_min"] + + expandable_dcs = n.links.index[n.links.p_nom_extendable & (n.links.carrier == "DC")] + n.links.loc[expandable_dcs,"p_nom_extendable"] = False + n.links.loc[expandable_dcs,"p_nom"] = n.links.loc[expandable_dcs,"p_nom_min"] + + n.global_constraints.drop("lv_limit", + inplace=True) if __name__ == "__main__": if "snakemake" not in globals(): @@ -150,5 +176,7 @@ if __name__ == "__main__": add_brownfield(n, n_p, year) + disable_grid_expansion_if_LV_limit_hit(n) + n.meta = dict(snakemake.config, **dict(wildcards=dict(snakemake.wildcards))) n.export_to_netcdf(snakemake.output[0]) From d6a11c28c937ff058c90b88a4028d87f5da46e65 Mon Sep 17 00:00:00 2001 From: millingermarkus Date: Mon, 11 Dec 2023 10:49:44 +0100 Subject: [PATCH 269/608] Added co2 storage shadow price output to csv --- scripts/make_summary.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/scripts/make_summary.py b/scripts/make_summary.py index 3ec01b66..5afc247e 100644 --- a/scripts/make_summary.py +++ b/scripts/make_summary.py @@ -446,6 +446,8 @@ def calculate_metrics(n, label, metrics): if "CO2Limit" in n.global_constraints.index: metrics.at["co2_shadow", label] = n.global_constraints.at["CO2Limit", "mu"] + if "co2_sequestration_limit" in n.global_constraints.index: + metrics.at["co2_storage_shadow", label] = n.global_constraints.at["co2_sequestration_limit", "mu"] return metrics From 67438f3292f304cebd42d59ba0582077a31a3d2b Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 11 Dec 2023 16:03:45 +0100 Subject: [PATCH 270/608] change JRC-ENSPRESO biomass data link to zenodo for enhanced reliability --- rules/build_sector.smk | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/rules/build_sector.smk b/rules/build_sector.smk index 5a9e8646..dd49fc6f 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -269,7 +269,7 @@ rule build_biomass_potentials: biomass=config["biomass"], input: enspreso_biomass=HTTP.remote( - "https://cidportal.jrc.ec.europa.eu/ftp/jrc-opendata/ENSPRESO/ENSPRESO_BIOMASS.xlsx", + "https://zenodo.org/records/10356004/files/ENSPRESO_BIOMASS.xlsx", keep_local=True, ), nuts2="data/bundle-sector/nuts/NUTS_RG_10M_2013_4326_LEVL_2.geojson", # https://gisco-services.ec.europa.eu/distribution/v2/nuts/download/#nuts21 From 889a5dd5a29cfdb140270405f090252d0fb13720 Mon Sep 17 00:00:00 2001 From: Thomas Gilon Date: Mon, 11 Dec 2023 17:18:31 +0100 Subject: [PATCH 271/608] Fix typo in buses definition for oil boilers in add_industry in prepare_sector_network --- doc/release_notes.rst | 1 + scripts/prepare_sector_network.py | 2 +- 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index c111e9bc..ff11dfe4 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -40,6 +40,7 @@ Upcoming Release * A bug preventing custom powerplants specified in ``data/custom_powerplants.csv`` was fixed. (https://github.com/PyPSA/pypsa-eur/pull/732) * Fix nodal fraction in ``add_existing_year`` when using distributed generators +* Fix typo in buses definition for oil boilers in ``add_industry`` in ``prepare_sector_network`` PyPSA-Eur 0.8.1 (27th July 2023) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 8a4f98ce..d5ca27a7 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2709,7 +2709,7 @@ def add_industry(n, costs): nodes_heat[name] + f" {name} oil boiler", p_nom_extendable=True, bus0=spatial.oil.nodes, - bus1=nodes_heat[name] + f" {name} heat", + bus1=nodes_heat[name] + f" {name} heat", bus2="co2 atmosphere", carrier=f"{name} oil boiler", efficiency=costs.at["decentral oil boiler", "efficiency"], From 0f3fb540ef2d580ac6101f6afa84fad7b53440f4 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 11 Dec 2023 18:24:57 +0100 Subject: [PATCH 272/608] finalise ukraine_hackathon branch for merge --- config/config.default.yaml | 8 ++-- config/config.entsoe-all.yaml | 43 +++++++++++++++++++++ config/config.ua.yaml | 27 ------------- data/EIA_hydro_generation_2000_2014.csv | 51 ------------------------- doc/configtables/licenses.csv | 2 +- doc/configtables/lines.csv | 1 + doc/release_notes.rst | 10 +++++ doc/retrieve.rst | 6 +-- envs/environment.yaml | 2 - scripts/build_electricity_demand.py | 20 +++++----- scripts/build_hydro_profile.py | 2 +- 11 files changed, 74 insertions(+), 98 deletions(-) create mode 100644 config/config.entsoe-all.yaml delete mode 100644 config/config.ua.yaml delete mode 100644 data/EIA_hydro_generation_2000_2014.csv diff --git a/config/config.default.yaml b/config/config.default.yaml index 083abb6f..8014ed09 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -38,7 +38,7 @@ scenario: ll: - v1.5 clusters: - - 39 + - 37 - 128 - 256 - 512 @@ -54,7 +54,7 @@ scenario: - 2050 # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#countries -countries: ['AL', 'AT', 'BA', 'BE', 'BG', 'CH', 'CZ', 'DE', 'DK', 'EE', 'ES', 'FI', 'FR', 'GB', 'GR', 'HR', 'HU', 'IE', 'IT', 'LT', 'LU', 'LV', 'ME', 'MD', 'MK', 'NL', 'NO', 'PL', 'PT', 'RO', 'RS', 'SE', 'SI', 'SK', 'UA'] +countries: ['AL', 'AT', 'BA', 'BE', 'BG', 'CH', 'CZ', 'DE', 'DK', 'EE', 'ES', 'FI', 'FR', 'GB', 'GR', 'HR', 'HU', 'IE', 'IT', 'LT', 'LU', 'LV', 'ME', 'MK', 'NL', 'NO', 'PL', 'PT', 'RO', 'RS', 'SE', 'SI', 'SK'] # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#snapshots snapshots: @@ -90,8 +90,8 @@ co2_budget: electricity: voltages: [220., 300., 380., 500., 750.] gaslimit: false - co2limit: 9.59e+7 - co2base: 1.918e+9 + co2limit: 7.75e+7 + co2base: 1.487e+9 agg_p_nom_limits: data/agg_p_nom_minmax.csv operational_reserve: diff --git a/config/config.entsoe-all.yaml b/config/config.entsoe-all.yaml new file mode 100644 index 00000000..dd19d2c7 --- /dev/null +++ b/config/config.entsoe-all.yaml @@ -0,0 +1,43 @@ +# SPDX-FileCopyrightText: 2017-2023 The PyPSA-Eur Authors +# +# SPDX-License-Identifier: CC0-1.0 + +run: + name: "entsoe-all" + disable_progressbar: true + shared_resources: false + shared_cutouts: true + +scenario: + simpl: + - '' + ll: + - vopt + clusters: + - 39 + - 128 + - 256 + opts: + - '' + sector_opts: + - '' + planning_horizons: + - '' + +# TODO add Turkey (TR) +countries: ['AL', 'AT', 'BA', 'BE', 'BG', 'CH', 'CZ', 'DE', 'DK', 'EE', 'ES', 'FI', 'FR', 'GB', 'GR', 'HR', 'HU', 'IE', 'IT', 'LT', 'LU', 'LV', 'ME', 'MD', 'MK', 'NL', 'NO', 'PL', 'PT', 'RO', 'RS', 'SE', 'SI', 'SK', 'UA'] + +electricity: + custom_powerplants: true + co2limit: 9.59e+7 + co2base: 1.918e+9 + +lines: + reconnect_crimea: true + +enable: + retrieve: true + retrieve_databundle: true + retrieve_sector_databundle: false + retrieve_cost_data: true + retrieve_cutout: true diff --git a/config/config.ua.yaml b/config/config.ua.yaml deleted file mode 100644 index c30cde9e..00000000 --- a/config/config.ua.yaml +++ /dev/null @@ -1,27 +0,0 @@ -# SPDX-FileCopyrightText: 2017-2023 The PyPSA-Eur Authors -# -# SPDX-License-Identifier: CC0-1.0 - -scenario: - simpl: - - '' - ll: - - v1.5 - clusters: - - 6 - opts: - - '24H' - sector_opts: - - '' - planning_horizons: - - 2050 - -countries: -- UA - -enable: - retrieve: true - retrieve_databundle: true - retrieve_sector_databundle: false - retrieve_cost_data: true - retrieve_cutout: false diff --git a/data/EIA_hydro_generation_2000_2014.csv b/data/EIA_hydro_generation_2000_2014.csv deleted file mode 100644 index 148e132c..00000000 --- a/data/EIA_hydro_generation_2000_2014.csv +++ /dev/null @@ -1,51 +0,0 @@ -International_data,,,,,,,,,,,,,,,,, -http://www.eia.gov/beta/international/data/browser/#/?pa=000000000000000000000000000000g&c=1028i008006gg6168g80a4k000e0ag00gg0004g800ho00g8&ct=0&ug=8&tl_id=2-A&vs=INTL.33-12-ALB-BKWH.A&cy=2014&vo=0&v=H&start=2000&end=2014,,,,,,,,,,,,,,,,, -Wed Mar 01 2017 17:25:47 GMT+0100 (CET),,,,,,,,,,,,,,,,, -"Source: U.S. Energy Information Administration, Manually complemented with data for Ukraine, Moldova on 2022-03-05 10:09 UTC+1 from https://www.eia.gov/international/api/series_data/csv?location32=ruvvvvvfvtvnvv1vrvvvvfvvvvvvfvvvou20evvvvvvvvvvnvvvs0008&products32=000000000000000000000000000000g&frequency=A&unit=1&start=315532800000&end=1577836800000&generated=03-05-2022_10-09-49",,,,,,,,,,,,,,,,, -,,,2000,2001,2002,2003,2004,2005,2006,2007,2008,2009,2010,2011,2012,2013,2014 -,Electricity,Billion Kwh,,,,,,,,,,,,,,, -,Generation,,,,,,,,,,,,,,,, -,Renewables,,,,,,,,,,,,,,,, -,Hydroelectricity,,,,,,,,,,,,,,,, -,Albania,Billion Kwh,4.5,3.5,3.5,5.1,5.4,5.319,4.951,2.76,3.759,5.201,7.673,4.036,4.725,6.959,4.726 -,Austria,Billion Kwh,41,40,40,33,36,36.31,35.48,36.732,37.969,40.487,37.979,33.901,43.376,41.595,40.592 -,Belgium,Billion Kwh,0.5,0.4,0.4,0.2,0.3,0.285,0.355,0.385,0.406,0.325,0.309,0.194,0.353,0.376,0.271 -,Bosnia and Herzegovina,Billion Kwh,5,5.1,5.2,4.5,5.9,5.938,5.798,3.961,4.818,6.177,7.946,4.343,4.173,7.164,5.876 -,Bulgaria,Billion Kwh,2.6,1.7,2.2,3,3.1,4.294,4.196,2.845,2.796,3.435,5.006,2.888,3.194,4.039,4.559 -,Croatia,Billion Kwh,5.8,6.5,5.3,4.8,6.9,6.27,5.94,4.194,5.164,6.663,9.035,4.983,4.789,8.536,8.917 -,Cyprus,Billion Kwh,,,,,,,,,,,,,,, -,Czech Republic,Billion Kwh,1.7,2,2.5,1.4,2,2.356,2.525,2.068,2.004,2.405,2.761,1.943,2.108,2.707,1.89 -,Denmark,Billion Kwh,0.03,0.028,0.032,0.021,0.027,0.023,0.023,0.028,0.026,0.019,0.021,0.017,0.017,0.013,0.015 -,Estonia,Billion Kwh,0.005,0.007,0.006,0.013,0.022,0.022,0.014,0.021,0.028,0.032,0.027,0.03,0.042,0.026,0.027 -,Faroe Islands,Billion Kwh,0.075262,0.075195,0.095535,0.08483,0.093443,0.097986,0.099934,0.103407,0.094921,0.091482,0.06676,0.092,0.099,0.091,0.121 -,Finland,Billion Kwh,15,13,11,9.5,15,13.646,11.379,14.035,16.941,12.559,12.793,12.321,16.69,12.71,13.263 -,France,Billion Kwh,66,74,60,59,59,50.965,55.741,57.029,63.017,56.428,62.086,44.343,58.13,70.009,62.201 -,Germany,Billion Kwh,22,23,23,19,21,19.442,19.808,20.957,20.239,18.841,20.743,17.494,21.537,22.768,19.39 -,Gibraltar,Billion Kwh,,,,,,,,,,,,,,, -,Greece,Billion Kwh,3.7,2.1,2.8,4.7,4.6,4.967,5.806,2.565,3.279,5.32,7.385,3.971,4.359,6.283,4.431 -,Hungary,Billion Kwh,0.2,0.2,0.2,0.2,0.2,0.2,0.184,0.208,0.211,0.226,0.186,0.22,0.211,0.211,0.299 -,Iceland,Billion Kwh,6.3,6.5,6.9,7,7.1,6.949,7.22,8.31,12.303,12.156,12.466,12.382,12.214,12.734,12.744 -,Ireland,Billion Kwh,0.8,0.6,0.9,0.6,0.6,0.625,0.717,0.66,0.959,0.893,0.593,0.7,0.794,0.593,0.702 -,Italy,Billion Kwh,44,46,39,33,42,35.706,36.624,32.488,41.207,48.647,50.605,45.365,41.456,52.246,57.96 -,Kosovo,Billion Kwh,--,--,--,--,--,--,--,--,0.075,0.119,0.154,0.104,0.095,0.142,0.149 -,Latvia,Billion Kwh,2.8,2.8,2.4,2.2,3.1,3.293,2.671,2.706,3.078,3.422,3.485,2.858,3.67,2.883,1.974 -,Lithuania,Billion Kwh,0.3,0.3,0.4,0.3,0.4,0.446193,0.393,0.417,0.398,0.42,0.535,0.475,0.419,0.516,0.395 -,Luxembourg,Billion Kwh,0.1,0.1,0.098,0.078,0.1,0.093,0.11,0.116,0.131,0.105,0.107,0.061,0.098,0.118,0.107 -,Macedonia,Billion Kwh,1.2,0.6,0.7,1.4,1.5,1.477,1.634,1,0.832,1.257,2.407,1.419,1.031,1.568,1.195 -,Malta,Billion Kwh,,,,,,,,,,,,,,, -,Montenegro,Billion Kwh,--,--,--,--,--,--,1.733,1.271,1.524,2.05,2.723,1.192,1.462,2.479,1.734 -,Netherlands,Billion Kwh,0.1,0.1,0.1,0.071,0.094,0.087,0.105,0.106,0.101,0.097,0.104,0.056,0.103,0.113,0.111 -,Norway,Billion Kwh,140,119,128,104,108,134.331,118.175,132.319,137.654,124.03,115.583,119.087,140.323,126.872,135.535 -,Poland,Billion Kwh,2.1,2.3,2.3,1.7,2.1,2.179,2.022,2.328,2.13,2.351,2.891,2.308,2.017,2.415,2.161 -,Portugal,Billion Kwh,11,14,7.7,16,9.8,4.684,10.892,9.991,6.73,8.201,15.987,11.425,5.566,13.593,15.413 -,Romania,Billion Kwh,15,15,16,13,16,20.005,18.172,15.806,17.023,15.379,19.684,14.581,11.945,14.807,18.618 -,Serbia,Billion Kwh,--,--,--,--,--,--,10.855,9.937,9.468,10.436,11.772,8.58,9.193,10.101,10.893 -,Slovakia,Billion Kwh,4.6,4.9,5.2,3.4,4.1,4.592,4.355,4.406,4,4.324,5.202,3.74,4.062,4.8,4.167 -,Slovenia,Billion Kwh,3.8,3.7,3.3,2.9,4,3.426,3.555,3.233,3.978,4.666,4.473,3.526,3.86,4.583,6.031 -,Spain,Billion Kwh,29,41,23,41,31,18.209,25.699,27.036,23.13,26.147,41.881,30.29,20.34,36.496,38.777 -,Sweden,Billion Kwh,78,78,66,53,60,72.075,61.106,65.497,68.378,65.193,65.734,65.77,78.143,60.747,63.126 -,Switzerland,Billion Kwh,36,41,35,34,33,30.914,30.649,34.898,35.676,35.366,35.7,32.066,38.214,38.076,37.656 -,Turkey,Billion Kwh,31,24,33,35,46,39.165,43.802,35.492,32.937,35.598,51.278,51.815,57.286,58.826,40.239 -,United Kingdom,Billion Kwh,5,4,4.7,3.2,4.8,4.873,4.547,5.026,5.094,5.178,3.529,5.624,5.232,4.655,5.826 -,Moldova,Billion Kwh,0.392,0.359,0.348,0.358,0.35,0.359,0.365,0.354,0.385,0.354,0.403,0.348,0.266,0.311,0.317 -,Ukraine,Billion Kwh,11.161,11.912,9.531,9.146,11.635,12.239,12.757,10.042,11.397,11.817,13.02,10.837,10.374,13.663,8.393 diff --git a/doc/configtables/licenses.csv b/doc/configtables/licenses.csv index 3e25f5df..37f46cd0 100644 --- a/doc/configtables/licenses.csv +++ b/doc/configtables/licenses.csv @@ -5,7 +5,7 @@ "naturalearth/*",,,,,http://www.naturalearthdata.com/about/terms-of-use/ "NUTS_2013 _60M_SH/*","x","x",,"x",https://ec.europa.eu/eurostat/web/gisco/geodata/reference-data/administrative-units-statistical-units "cantons.csv","x",,"x",,https://en.wikipedia.org/wiki/Data_codes_for_Switzerland -"EIA_hydro_generation _2000_2014.csv","x",,,,https://www.eia.gov/about/copyrights_reuse.php +"eia_hydro_annual_generation.csv","x",,,,https://www.eia.gov/about/copyrights_reuse.php "GEBCO_2014_2D.nc","x",,,,https://www.gebco.net/data_and_products/gridded_bathymetry_data/documents/gebco_2014_historic.pdf "hydro_capacities.csv","x",,,, "je-e-21.03.02.xls","x","x",,,https://www.bfs.admin.ch/bfs/en/home/fso/swiss-federal-statistical-office/terms-of-use.html diff --git a/doc/configtables/lines.csv b/doc/configtables/lines.csv index ec9ec007..3707d4a6 100644 --- a/doc/configtables/lines.csv +++ b/doc/configtables/lines.csv @@ -5,6 +5,7 @@ s_nom_max,MW,"float","Global upper limit for the maximum capacity of each extend max_extension,MW,"float","Upper limit for the extended capacity of each extendable line." length_factor,--,float,"Correction factor to account for the fact that buses are *not* connected by lines through air-line distance." under_construction,--,"One of {'zero': set capacity to zero, 'remove': remove completely, 'keep': keep with full capacity}","Specifies how to handle lines which are currently under construction." +reconnect_crimea,--,"true or false","Whether to reconnect Crimea to the Ukrainian grid" dynamic_line_rating,,, -- activate,bool,"true or false","Whether to take dynamic line rating into account" -- cutout,--,"Should be a folder listed in the configuration ``atlite: cutouts:`` (e.g. 'europe-2013-era5') or reference an existing folder in the directory ``cutouts``. Source module must be ERA5.","Specifies the directory where the relevant weather data ist stored." diff --git a/doc/release_notes.rst b/doc/release_notes.rst index c111e9bc..bdab6fae 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -35,6 +35,16 @@ Upcoming Release * The ``mock_snakemake`` function can now be used with a Snakefile from a different directory using the new ``root_dir`` argument. +* Merged option to extend geographical scope to Ukraine and Moldova. These + countries are excluded by default and is currently constrained to power-sector + only parts of the workflow. A special config file + `config/config.entsoe-all.yaml` was added as an example to run the workflow + with all ENTSO-E member countries (including observer members like Ukraine and + Moldova). Moldova can currently only be included in conjunction with Ukraine + due to the absence of demand data. The Crimean power system is manually + reconnected to the main Ukrainian grid with the configuration option + `reconnect_crimea`. + **Bugs and Compatibility** diff --git a/doc/retrieve.rst b/doc/retrieve.rst index 83baa9bc..06a07441 100644 --- a/doc/retrieve.rst +++ b/doc/retrieve.rst @@ -22,11 +22,11 @@ Rule ``retrieve_databundle`` Rule ``retrieve_cutout`` ============================ -.. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.6350001.svg - :target: https://doi.org/10.5281/zenodo.6350001 +.. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.6382570.svg + :target: https://doi.org/10.5281/zenodo.6382570 Cutouts are spatio-temporal subsets of the European weather data from the `ECMWF ERA5 `_ reanalysis dataset and the `CMSAF SARAH-2 `_ solar surface radiation dataset for the year 2013. -They have been prepared by and are for use with the `atlite `_ tool. You can either generate them yourself using the ``build_cutouts`` rule or retrieve them directly from `zenodo `__ through the rule ``retrieve_cutout``. +They have been prepared by and are for use with the `atlite `_ tool. You can either generate them yourself using the ``build_cutouts`` rule or retrieve them directly from `zenodo `__ through the rule ``retrieve_cutout``. The :ref:`tutorial` uses a smaller cutout than required for the full model (30 MB), which is also automatically downloaded. .. note:: diff --git a/envs/environment.yaml b/envs/environment.yaml index 51e01338..fe2282bc 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -14,8 +14,6 @@ dependencies: - pypsa==0.25.2 - linopy - dask -- jupyter -- nbconvert # Dependencies of the workflow itself - xlrd diff --git a/scripts/build_electricity_demand.py b/scripts/build_electricity_demand.py index 7edc8871..e9b4e444 100755 --- a/scripts/build_electricity_demand.py +++ b/scripts/build_electricity_demand.py @@ -306,15 +306,17 @@ if __name__ == "__main__": load = load_timeseries(snakemake.input[0], years, countries, powerstatistics) - # attach load of UA (best data only for entsoe transparency) - load_ua = load_timeseries(snakemake.input[0], "2018", ["UA"], False) - snapshot_year = str(snapshots.year.unique().item()) - time_diff = pd.Timestamp("2018") - pd.Timestamp(snapshot_year) - load_ua.index -= time_diff # hack indices (currently, UA is manually set to 2018) - load["UA"] = load_ua - # attach load of MD (no time-series available, use 2020-totals and distribute according to UA): - # https://www.iea.org/data-and-statistics/data-browser/?country=MOLDOVA&fuel=Energy%20consumption&indicator=TotElecCons - load["MD"] = 6.2e6 * (load_ua / load_ua.sum()) + if "UA" in countries: + # attach load of UA (best data only for entsoe transparency) + load_ua = load_timeseries(snakemake.input[0], "2018", ["UA"], False) + snapshot_year = str(snapshots.year.unique().item()) + time_diff = pd.Timestamp("2018") - pd.Timestamp(snapshot_year) + load_ua.index -= time_diff # hack indices (currently, UA is manually set to 2018) + load["UA"] = load_ua + # attach load of MD (no time-series available, use 2020-totals and distribute according to UA): + # https://www.iea.org/data-and-statistics/data-browser/?country=MOLDOVA&fuel=Energy%20consumption&indicator=TotElecCons + if "MD" in countries: + load["MD"] = 6.2e6 * (load_ua / load_ua.sum()) if snakemake.params.load["manual_adjustments"]: load = manual_adjustment(load, snakemake.input[0], powerstatistics, countries) diff --git a/scripts/build_hydro_profile.py b/scripts/build_hydro_profile.py index 4b7953a3..65cc22b7 100644 --- a/scripts/build_hydro_profile.py +++ b/scripts/build_hydro_profile.py @@ -26,7 +26,7 @@ Relevant Settings Inputs ------ -- ``data/bundle/EIA_hydro_generation_2000_2014.csv``: Hydroelectricity net generation per country and year (`EIA `_) +- ``data/bundle/eia_hydro_annual_generation.csv``: Hydroelectricity net generation per country and year (`EIA `_) .. image:: img/hydrogeneration.png :scale: 33 % From aae5ffb6fdca9363c60124bf23f90451996a74fd Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 11 Dec 2023 17:25:22 +0000 Subject: [PATCH 273/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/build_electricity_demand.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/scripts/build_electricity_demand.py b/scripts/build_electricity_demand.py index e9b4e444..f7b6cddd 100755 --- a/scripts/build_electricity_demand.py +++ b/scripts/build_electricity_demand.py @@ -311,7 +311,9 @@ if __name__ == "__main__": load_ua = load_timeseries(snakemake.input[0], "2018", ["UA"], False) snapshot_year = str(snapshots.year.unique().item()) time_diff = pd.Timestamp("2018") - pd.Timestamp(snapshot_year) - load_ua.index -= time_diff # hack indices (currently, UA is manually set to 2018) + load_ua.index -= ( + time_diff # hack indices (currently, UA is manually set to 2018) + ) load["UA"] = load_ua # attach load of MD (no time-series available, use 2020-totals and distribute according to UA): # https://www.iea.org/data-and-statistics/data-browser/?country=MOLDOVA&fuel=Energy%20consumption&indicator=TotElecCons From d215f3f3f6cf45c3e6987a5898fc22436a52f629 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 11 Dec 2023 18:38:23 +0000 Subject: [PATCH 274/608] [pre-commit.ci] pre-commit autoupdate MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit updates: - [github.com/PyCQA/isort: 5.12.0 → 5.13.0](https://github.com/PyCQA/isort/compare/5.12.0...5.13.0) --- .pre-commit-config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 54f451bb..ba2e404b 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -17,7 +17,7 @@ repos: # Sort package imports alphabetically - repo: https://github.com/PyCQA/isort - rev: 5.12.0 + rev: 5.13.0 hooks: - id: isort args: ["--profile", "black", "--filter-files"] From 9b2edd076b2b141b58bde0fb68dce82ad7a967be Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 11 Dec 2023 20:08:27 +0100 Subject: [PATCH 275/608] ensure just a single focus_weights definition --- config/config.default.yaml | 3 +-- doc/configtables/clustering.csv | 3 +-- 2 files changed, 2 insertions(+), 4 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 1eaf9fa1..162d6956 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -595,18 +595,17 @@ costs: # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#clustering clustering: + focus_weights: false simplify_network: to_substations: false algorithm: kmeans # choose from: [hac, kmeans] feature: solar+onwind-time - focus_weights: false exclude_carriers: [] remove_stubs: true remove_stubs_across_borders: true cluster_network: algorithm: kmeans feature: solar+onwind-time - focus_weights: false exclude_carriers: [] consider_efficiency_classes: false aggregation_strategies: diff --git a/doc/configtables/clustering.csv b/doc/configtables/clustering.csv index a08af37a..e831ca84 100644 --- a/doc/configtables/clustering.csv +++ b/doc/configtables/clustering.csv @@ -1,16 +1,15 @@ ,Unit,Values,Description +focus_weights,,,Optionally specify the focus weights for the clustering of countries. For instance: `DE: 0.8` will distribute 80% of all nodes to Germany and 20% to the rest of the countries. simplify_network,,, -- to_substations,bool,"{'true','false'}","Aggregates all nodes without power injection (positive or negative, i.e. demand or generation) to electrically closest ones" -- algorithm,str,"One of {‘kmeans’, ‘hac’, ‘modularity‘}", -- feature,str,"Str in the format ‘carrier1+carrier2+...+carrierN-X’, where CarrierI can be from {‘solar’, ‘onwind’, ‘offwind’, ‘ror’} and X is one of {‘cap’, ‘time’}.", --- focus_weights,,,Optionally specify the focus weights for the clustering of countries. For instance: `DE: 0.8` will distribute 80% of all nodes to Germany and 20% to the rest of the countries. -- exclude_carriers,list,"List of Str like [ 'solar', 'onwind'] or empy list []","List of carriers which will not be aggregated. If empty, all carriers will be aggregated." -- remove stubs,bool,"{'true','false'}",Controls whether radial parts of the network should be recursively aggregated. Defaults to true. -- remove_stubs_across_borders,bool,"{'true','false'}",Controls whether radial parts of the network should be recursively aggregated across borders. Defaults to true. cluster_network,,, -- algorithm,str,"One of {‘kmeans’, ‘hac’}", -- feature,str,"Str in the format ‘carrier1+carrier2+...+carrierN-X’, where CarrierI can be from {‘solar’, ‘onwind’, ‘offwind’, ‘ror’} and X is one of {‘cap’, ‘time’}.", --- focus_weights,,,Optionally specify the focus weights for the clustering of countries. For instance: `DE: 0.8` will distribute 80% of all nodes to Germany and 20% to the rest of the countries. -- exclude_carriers,list,"List of Str like [ 'solar', 'onwind'] or empy list []","List of carriers which will not be aggregated. If empty, all carriers will be aggregated." -- consider_efficiency_classes,bool,"{'true','false'}","Aggregated each carriers into the top 10-quantile (high), the bottom 90-quantile (low), and everything in between (medium)." aggregation_strategies,,, From f2002922677613158b93c03164a935058a5d6a5e Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 11 Dec 2023 20:10:29 +0100 Subject: [PATCH 276/608] add release note --- doc/release_notes.rst | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 9b1381ce..cb988d42 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -33,6 +33,10 @@ Upcoming Release * Split configuration to enable SMR and SMR CC. +* The configuration setting for country focus weights when clustering the + network has been moved from ``focus_weights:`` to ``clustering: + focus_weights:``. Backwards compatibility to old config files is maintained. + * The ``mock_snakemake`` function can now be used with a Snakefile from a different directory using the new ``root_dir`` argument. From dffe784704ca221b14c4e5e58fa77210ac2adc31 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 12 Dec 2023 17:07:33 +0100 Subject: [PATCH 277/608] address pandas 2.1.4 deprecation warnings on applymap and fillna(method='bfill') --- scripts/build_shapes.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/scripts/build_shapes.py b/scripts/build_shapes.py index fa707ad5..35bae147 100644 --- a/scripts/build_shapes.py +++ b/scripts/build_shapes.py @@ -174,8 +174,8 @@ def nuts3(country_shapes, nuts3, nuts3pop, nuts3gdp, ch_cantons, ch_popgdp): pd.MultiIndex.from_tuples(pop.pop("unit,geo\\time").str.split(",")) ) .loc["THS"] - .applymap(lambda x: pd.to_numeric(x, errors="coerce")) - .fillna(method="bfill", axis=1) + .map(lambda x: pd.to_numeric(x, errors="coerce")) + .bfill(axis=1) )["2014"] gdp = pd.read_table(nuts3gdp, na_values=[":"], delimiter=" ?\t", engine="python") @@ -184,8 +184,8 @@ def nuts3(country_shapes, nuts3, nuts3pop, nuts3gdp, ch_cantons, ch_popgdp): pd.MultiIndex.from_tuples(gdp.pop("unit,geo\\time").str.split(",")) ) .loc["EUR_HAB"] - .applymap(lambda x: pd.to_numeric(x, errors="coerce")) - .fillna(method="bfill", axis=1) + .map(lambda x: pd.to_numeric(x, errors="coerce")) + .bfill(axis=1) )["2014"] cantons = pd.read_csv(ch_cantons) From c304738ea5dc7c14f2b8ce30d688d0fa2ff115f9 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 12 Dec 2023 18:18:03 +0100 Subject: [PATCH 278/608] fix to restore compatibility with PyPSA v0.26.0 --- scripts/cluster_network.py | 3 +++ scripts/simplify_network.py | 3 +++ 2 files changed, 6 insertions(+) diff --git a/scripts/cluster_network.py b/scripts/cluster_network.py index 0936db79..0f3f351f 100644 --- a/scripts/cluster_network.py +++ b/scripts/cluster_network.py @@ -469,6 +469,9 @@ if __name__ == "__main__": n = pypsa.Network(snakemake.input.network) + # remove integer outputs for compatibility with PyPSA v0.26.0 + n.generators.drop("n_mod", axis=1, inplace=True, errors='ignore') + exclude_carriers = params.cluster_network["exclude_carriers"] aggregate_carriers = set(n.generators.carrier) - set(exclude_carriers) conventional_carriers = set(params.conventional_carriers) diff --git a/scripts/simplify_network.py b/scripts/simplify_network.py index 251f4bd8..d12062c2 100644 --- a/scripts/simplify_network.py +++ b/scripts/simplify_network.py @@ -536,6 +536,9 @@ if __name__ == "__main__": n = pypsa.Network(snakemake.input.network) Nyears = n.snapshot_weightings.objective.sum() / 8760 + # remove integer outputs for compatibility with PyPSA v0.26.0 + n.generators.drop("n_mod", axis=1, inplace=True, errors='ignore') + n, trafo_map = simplify_network_to_380(n) technology_costs = load_costs( From b96bcf11a4d698e67e3e0c3391017fdc3a4b7f85 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 12 Dec 2023 18:31:24 +0100 Subject: [PATCH 279/608] relax pypsa version constraint to allos 0.26.0 --- envs/environment.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/envs/environment.yaml b/envs/environment.yaml index fe2282bc..5ec368ac 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -11,7 +11,7 @@ dependencies: - pip - atlite>=0.2.9 -- pypsa==0.25.2 +- pypsa - linopy - dask From f0eae99a07c022d7b1e6ee37b12133d21c904c5e Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 14 Dec 2023 12:51:46 +0000 Subject: [PATCH 280/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/cluster_network.py | 2 +- scripts/make_summary.py | 4 +++- scripts/simplify_network.py | 2 +- 3 files changed, 5 insertions(+), 3 deletions(-) diff --git a/scripts/cluster_network.py b/scripts/cluster_network.py index 0f3f351f..28f08396 100644 --- a/scripts/cluster_network.py +++ b/scripts/cluster_network.py @@ -470,7 +470,7 @@ if __name__ == "__main__": n = pypsa.Network(snakemake.input.network) # remove integer outputs for compatibility with PyPSA v0.26.0 - n.generators.drop("n_mod", axis=1, inplace=True, errors='ignore') + n.generators.drop("n_mod", axis=1, inplace=True, errors="ignore") exclude_carriers = params.cluster_network["exclude_carriers"] aggregate_carriers = set(n.generators.carrier) - set(exclude_carriers) diff --git a/scripts/make_summary.py b/scripts/make_summary.py index 5afc247e..fb13e91e 100644 --- a/scripts/make_summary.py +++ b/scripts/make_summary.py @@ -447,7 +447,9 @@ def calculate_metrics(n, label, metrics): metrics.at["co2_shadow", label] = n.global_constraints.at["CO2Limit", "mu"] if "co2_sequestration_limit" in n.global_constraints.index: - metrics.at["co2_storage_shadow", label] = n.global_constraints.at["co2_sequestration_limit", "mu"] + metrics.at["co2_storage_shadow", label] = n.global_constraints.at[ + "co2_sequestration_limit", "mu" + ] return metrics diff --git a/scripts/simplify_network.py b/scripts/simplify_network.py index d12062c2..f88d10d4 100644 --- a/scripts/simplify_network.py +++ b/scripts/simplify_network.py @@ -537,7 +537,7 @@ if __name__ == "__main__": Nyears = n.snapshot_weightings.objective.sum() / 8760 # remove integer outputs for compatibility with PyPSA v0.26.0 - n.generators.drop("n_mod", axis=1, inplace=True, errors='ignore') + n.generators.drop("n_mod", axis=1, inplace=True, errors="ignore") n, trafo_map = simplify_network_to_380(n) From 43674bcee8cd37b1011fe1aaa50fd20171a17fb3 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 14 Dec 2023 16:30:30 +0100 Subject: [PATCH 281/608] Revert "Add option for carbon capture in integrated steelworks" --- config/config.default.yaml | 1 - doc/configtables/sector.csv | 1 - doc/release_notes.rst | 2 -- scripts/prepare_sector_network.py | 49 ++----------------------------- 4 files changed, 3 insertions(+), 50 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 4c8bf7d9..a6df173b 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -450,7 +450,6 @@ sector: methanation: true helmeth: false coal_cc: false - coal_for_industry_cc: false dac: true co2_vent: false central_heat_vent: false diff --git a/doc/configtables/sector.csv b/doc/configtables/sector.csv index 599f1ccb..856ea074 100644 --- a/doc/configtables/sector.csv +++ b/doc/configtables/sector.csv @@ -73,7 +73,6 @@ marginal_cost_storage,currency/MWh ,float,The marginal cost of discharging batte methanation,--,"{true, false}",Add option for transforming hydrogen and CO2 into methane using methanation. helmeth,--,"{true, false}",Add option for transforming power into gas using HELMETH (Integrated High-Temperature ELectrolysis and METHanation for Effective Power to Gas Conversion) coal_cc,--,"{true, false}",Add option for coal CHPs with carbon capture -coal_for_industry_cc,--,"{true, false}",Add option for carbon capture in integrated steel making (blast furnaces) dac,--,"{true, false}",Add option for Direct Air Capture (DAC) co2_vent,--,"{true, false}",Add option for vent out CO2 from storages to the atmosphere. allam_cycle,--,"{true, false}",Add option to include `Allam cycle gas power plants `_ diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 5d0f3d1f..ee5a954b 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -12,8 +12,6 @@ Upcoming Release * Updated Global Energy Monitor LNG terminal data to March 2023 version. -* Add option for carbon capture in integrated steelworks. - * For industry distribution, use EPRTR as fallback if ETS data is not available. * The minimum capacity for renewable generators when using the myopic option has been fixed. diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index ccfa3352..8a4f98ce 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -145,8 +145,6 @@ def define_spatial(nodes, options): spatial.coal = SimpleNamespace() spatial.coal.nodes = ["EU coal"] spatial.coal.locations = ["EU"] - spatial.coal.industry = ["coal for industry"] - spatial.coal.industry_cc = ["coal for industry CC"] # lignite spatial.lignite = SimpleNamespace() @@ -2916,56 +2914,15 @@ def add_industry(n, costs): + mwh_coal_per_mwh_coke * industrial_demand["coke"].sum() ) / nhours - n.madd( - "Bus", - spatial.coal.industry, - location=spatial.coal.locations, - carrier="coal for industry", - unit="MWh_LHV", - ) - n.madd( "Load", - spatial.coal.industry, - bus=spatial.coal.industry, + spatial.coal.nodes, + suffix=" for industry", + bus=spatial.coal.nodes, carrier="coal for industry", p_set=p_set, ) - n.madd( - "Link", - spatial.coal.industry, - bus0=spatial.coal.nodes, - bus1=spatial.coal.industry, - bus2="co2 atmosphere", - carrier="coal for industry", - p_nom_extendable=True, - p_min_pu=1.0, - efficiency=1.0, - efficiency2=costs.at["coal", "CO2 intensity"], - ) - - if options.get("coal_for_industry_cc", False): - n.madd( - "Link", - spatial.coal.industry_cc, - bus0=spatial.coal.nodes, - bus1=spatial.coal.industry, - bus2="co2 atmosphere", - bus3=spatial.co2.nodes, - carrier="coal for industry CC", - p_min_pu=1.0, - p_nom_extendable=True, - capital_cost=costs.at["cement capture", "fixed"] - * costs.at["coal", "CO2 intensity"], - efficiency=0.9, - efficiency2=costs.at["coal", "CO2 intensity"] - * (1 - costs.at["cement capture", "capture_rate"]), - efficiency3=costs.at["coal", "CO2 intensity"] - * costs.at["cement capture", "capture_rate"], - lifetime=costs.at["cement capture", "lifetime"], - ) - def add_waste_heat(n): # TODO options? From 830019a6e5d5ced3403bd4d5d9e28e2d66fe621b Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Fri, 15 Dec 2023 09:50:47 +0100 Subject: [PATCH 282/608] add rule that allows cost data to be modified --- rules/build_sector.smk | 4 ++-- rules/retrieve.smk | 14 ++++++++++++++ scripts/modify_cost_data.py | 12 ++++++++++++ 3 files changed, 28 insertions(+), 2 deletions(-) create mode 100644 scripts/modify_cost_data.py diff --git a/rules/build_sector.smk b/rules/build_sector.smk index 5a9e8646..596c0305 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -743,9 +743,9 @@ rule prepare_sector_network: else RESOURCES + "biomass_potentials_s{simpl}_{clusters}_{planning_horizons}.csv", heat_profile="data/heat_load_profile_BDEW.csv", - costs="data/costs_{}.csv".format(config["costs"]["year"]) + costs="data/costs_{}-modified.csv".format(config["costs"]["year"]) if config["foresight"] == "overnight" - else "data/costs_{planning_horizons}.csv", + else "data/costs_{planning_horizons}-modified.csv", profile_offwind_ac=RESOURCES + "profile_offwind-ac.nc", profile_offwind_dc=RESOURCES + "profile_offwind-dc.nc", h2_cavern=RESOURCES + "salt_cavern_potentials_s{simpl}_{clusters}.csv", diff --git a/rules/retrieve.smk b/rules/retrieve.smk index b830be25..18b424ff 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -259,3 +259,17 @@ if config["enable"]["retrieve"]: "../envs/environment.yaml" script: "../scripts/retrieve_monthly_fuel_prices.py" + + +rule modify_cost_data: + input: + costs="data/costs_{year}.csv", + output: + "data/costs_{year}-modified.csv" + log: + LOGS + "modify_cost_data_{year}.log", + resources: + mem_mb=1000, + retries: 2 + script: + "../scripts/modify_cost_data.py" diff --git a/scripts/modify_cost_data.py b/scripts/modify_cost_data.py new file mode 100644 index 00000000..3e1f12f4 --- /dev/null +++ b/scripts/modify_cost_data.py @@ -0,0 +1,12 @@ + +import pandas as pd + +costs = pd.read_csv(snakemake.input.costs, index_col=[0, 1]).sort_index() + +if "modifications" in snakemake.input.keys(): + modifications = pd.read_csv(snakemake.input.modifications, index_col=[0, 1]).sort_index() + costs.loc[modifications.index] = modifications + print(modifications) + print( costs.loc[modifications.index]) + +costs.to_csv(snakemake.output[0]) From c5a123b4f443a29e8f0f7446ed45ab48230ed1a9 Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Fri, 15 Dec 2023 14:57:03 +0100 Subject: [PATCH 283/608] allow additional functionality for solving to be added by file To add this, overwrite the rule with a new argument: snakemake.input.additional_functionality --- scripts/solve_network.py | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 53170da9..dce63efe 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -44,6 +44,7 @@ from pypsa.descriptors import get_switchable_as_dense as get_as_dense from prepare_sector_network import emission_sectors_from_opts + def add_land_use_constraint(n, planning_horizons, config): if "m" in snakemake.wildcards.clusters: _add_land_use_constraint_m(n, planning_horizons, config) @@ -899,6 +900,13 @@ def extra_functionality(n, snapshots): logger.info(f"Add CO2 limit for each country") add_co2limit_country(n, limit_countries, nyears) + if "additional_functionality" in snakemake.input.keys(): + import importlib, os, sys + sys.path.append(os.path.dirname(snakemake.input.additional_functionality)) + additional_functionality = importlib.import_module(os.path.splitext(os.path.basename(snakemake.input.additional_functionality))[0]) + + additional_functionality.additional_functionality(n, snapshots, snakemake.wildcards.planning_horizons) + def solve_network(n, config, solving, opts="", **kwargs): set_of_options = solving["solver"]["options"] From 1a7f093e037ed177468c163863a7bbd929d322c3 Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Fri, 15 Dec 2023 17:18:36 +0100 Subject: [PATCH 284/608] solve: pass wildcards and config to additional_functionality --- scripts/solve_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index dce63efe..6f88b904 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -905,7 +905,7 @@ def extra_functionality(n, snapshots): sys.path.append(os.path.dirname(snakemake.input.additional_functionality)) additional_functionality = importlib.import_module(os.path.splitext(os.path.basename(snakemake.input.additional_functionality))[0]) - additional_functionality.additional_functionality(n, snapshots, snakemake.wildcards.planning_horizons) + additional_functionality.additional_functionality(n, snapshots, snakemake.wildcards, config) def solve_network(n, config, solving, opts="", **kwargs): From 84d38228ae9f3f05e74b19d75a32c83bd0f09901 Mon Sep 17 00:00:00 2001 From: martacki Date: Mon, 18 Dec 2023 09:35:17 +0100 Subject: [PATCH 285/608] fix environment --- envs/environment.yaml | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/envs/environment.yaml b/envs/environment.yaml index 5ec368ac..aaa9818c 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -11,7 +11,7 @@ dependencies: - pip - atlite>=0.2.9 -- pypsa +- pypsa>=0.26.0 - linopy - dask @@ -27,9 +27,9 @@ dependencies: - lxml - powerplantmatching>=0.5.5 - numpy -- pandas>=1.4 +- pandas>=2.1 - geopandas>=0.11.0 -- xarray +- xarray<=2023.8.0 - rioxarray - netcdf4 - networkx @@ -46,6 +46,7 @@ dependencies: - tabula-py - pyxlsb - graphviz +- ipopt # Keep in conda environment when calling ipython - ipython From 7e543ad0cce0690fedb6f70d0c2e575f4bdd4051 Mon Sep 17 00:00:00 2001 From: martacki Date: Mon, 18 Dec 2023 09:57:05 +0100 Subject: [PATCH 286/608] base_network: fix pandas 2.1 issue --- scripts/base_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/base_network.py b/scripts/base_network.py index 1929c59a..90854e34 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -560,7 +560,7 @@ def _set_countries_and_substations(n, config, country_shapes, offshore_shapes): ~buses["under_construction"] ) - c_nan_b = buses.country.isnull() + c_nan_b = buses.country == 'na' if c_nan_b.sum() > 0: c_tag = _get_country(buses.loc[c_nan_b]) c_tag.loc[~c_tag.isin(countries)] = np.nan From ea3fdb6c15bbc0d70308970dad6f7784c970c4b3 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 18 Dec 2023 08:58:13 +0000 Subject: [PATCH 287/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/base_network.py | 2 +- scripts/cluster_network.py | 2 +- scripts/simplify_network.py | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/scripts/base_network.py b/scripts/base_network.py index 90854e34..eda29451 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -560,7 +560,7 @@ def _set_countries_and_substations(n, config, country_shapes, offshore_shapes): ~buses["under_construction"] ) - c_nan_b = buses.country == 'na' + c_nan_b = buses.country == "na" if c_nan_b.sum() > 0: c_tag = _get_country(buses.loc[c_nan_b]) c_tag.loc[~c_tag.isin(countries)] = np.nan diff --git a/scripts/cluster_network.py b/scripts/cluster_network.py index 0f3f351f..28f08396 100644 --- a/scripts/cluster_network.py +++ b/scripts/cluster_network.py @@ -470,7 +470,7 @@ if __name__ == "__main__": n = pypsa.Network(snakemake.input.network) # remove integer outputs for compatibility with PyPSA v0.26.0 - n.generators.drop("n_mod", axis=1, inplace=True, errors='ignore') + n.generators.drop("n_mod", axis=1, inplace=True, errors="ignore") exclude_carriers = params.cluster_network["exclude_carriers"] aggregate_carriers = set(n.generators.carrier) - set(exclude_carriers) diff --git a/scripts/simplify_network.py b/scripts/simplify_network.py index d12062c2..f88d10d4 100644 --- a/scripts/simplify_network.py +++ b/scripts/simplify_network.py @@ -537,7 +537,7 @@ if __name__ == "__main__": Nyears = n.snapshot_weightings.objective.sum() / 8760 # remove integer outputs for compatibility with PyPSA v0.26.0 - n.generators.drop("n_mod", axis=1, inplace=True, errors='ignore') + n.generators.drop("n_mod", axis=1, inplace=True, errors="ignore") n, trafo_map = simplify_network_to_380(n) From 68aef7b628b9d1ac1dd0cba0d64448587592f210 Mon Sep 17 00:00:00 2001 From: Fabian Hofmann Date: Mon, 18 Dec 2023 11:23:32 +0100 Subject: [PATCH 288/608] constrain xarray more recent version --- envs/environment.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/envs/environment.yaml b/envs/environment.yaml index aaa9818c..425233a8 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -29,7 +29,7 @@ dependencies: - numpy - pandas>=2.1 - geopandas>=0.11.0 -- xarray<=2023.8.0 +- xarray>=2023.11.0 - rioxarray - netcdf4 - networkx From ea42b3797ded1ab4f836ccb95efde49aa19d0527 Mon Sep 17 00:00:00 2001 From: martacki Date: Mon, 18 Dec 2023 11:43:04 +0100 Subject: [PATCH 289/608] simplify_network&pandas21: nans not supported --- scripts/simplify_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/simplify_network.py b/scripts/simplify_network.py index f88d10d4..48a58ed4 100644 --- a/scripts/simplify_network.py +++ b/scripts/simplify_network.py @@ -243,7 +243,7 @@ def _aggregate_and_move_components( def replace_components(n, c, df, pnl): n.mremove(c, n.df(c).index) - import_components_from_dataframe(n, df, c) + import_components_from_dataframe(n, df.fillna(0), c) for attr, df in pnl.items(): if not df.empty: import_series_from_dataframe(n, df, c, attr) From 22acdd03a04a98dda0381bce787143045642fd5d Mon Sep 17 00:00:00 2001 From: martacki Date: Mon, 18 Dec 2023 11:49:53 +0100 Subject: [PATCH 290/608] omit future deprecation --- scripts/build_biomass_potentials.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_biomass_potentials.py b/scripts/build_biomass_potentials.py index 5c1eb31d..27b2e0a3 100644 --- a/scripts/build_biomass_potentials.py +++ b/scripts/build_biomass_potentials.py @@ -263,7 +263,7 @@ if __name__ == "__main__": df.to_csv(snakemake.output.biomass_potentials_all) grouper = {v: k for k, vv in params["classes"].items() for v in vv} - df = df.groupby(grouper, axis=1).sum() + df = df.T.groupby(grouper).sum() df *= 1e6 # TWh/a to MWh/a df.index.name = "MWh/a" From 4f67160993356ba1117949e567cbfec80ef74735 Mon Sep 17 00:00:00 2001 From: Fabian Date: Mon, 18 Dec 2023 11:57:21 +0100 Subject: [PATCH 291/608] fix snake format --- rules/retrieve.smk | 34 ++++++++++++++++++++-------------- 1 file changed, 20 insertions(+), 14 deletions(-) diff --git a/rules/retrieve.smk b/rules/retrieve.smk index 75cf8062..ac89e360 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -227,6 +227,7 @@ if config["enable"]["retrieve"]: run: move(input[0], output[0]) + if config["enable"]["retrieve"]: # Downloading Copernicus Global Land Cover for land cover and land use: @@ -238,26 +239,29 @@ if config["enable"]["retrieve"]: static=True, ), output: - RESOURCES + "Copernicus_LC100_global_v3.0.1_2019-nrt_Discrete-Classification-map_EPSG-4326.tif", - run: move(input[0], output[0]) + RESOURCES + + "Copernicus_LC100_global_v3.0.1_2019-nrt_Discrete-Classification-map_EPSG-4326.tif", + run: + move(input[0], output[0]) if config["enable"]["retrieve"]: - - current_month = datetime.now().strftime('%b') - current_year = datetime.now().strftime('%Y') + current_month = datetime.now().strftime("%b") + current_year = datetime.now().strftime("%Y") bYYYY = f"{current_month}{current_year}" def check_file_exists(url): response = requests.head(url) return response.status_code == 200 - url = f'https://d1gam3xoknrgr2.cloudfront.net/current/WDPA_{bYYYY}_Public.zip' + url = f"https://d1gam3xoknrgr2.cloudfront.net/current/WDPA_{bYYYY}_Public.zip" if not check_file_exists(url): - prev_month = (datetime.now()-timedelta(30)).strftime('%b') + prev_month = (datetime.now() - timedelta(30)).strftime("%b") bYYYY = f"{prev_month}{current_year}" - assert check_file_exists(f'https://d1gam3xoknrgr2.cloudfront.net/current/WDPA_{bYYYY}_Public.zip'), "The file does not exist." + assert check_file_exists( + f"https://d1gam3xoknrgr2.cloudfront.net/current/WDPA_{bYYYY}_Public.zip" + ), "The file does not exist." # Downloading protected area database from WDPA # extract the main zip and then merge the contained 3 zipped shapefiles @@ -268,7 +272,7 @@ if config["enable"]["retrieve"]: f"d1gam3xoknrgr2.cloudfront.net/current/WDPA_{bYYYY}_Public_shp.zip", static=True, keep_local=True, - ) + ), params: zip=RESOURCES + f"WDPA_{bYYYY}_shp.zip", folder=directory(RESOURCES + f"WDPA_{bYYYY}"), @@ -279,15 +283,16 @@ if config["enable"]["retrieve"]: shell("unzip -o {params.zip} -d {params.folder}") for i in range(3): # vsizip is special driver for directly working with zipped shapefiles in ogr2ogr - layer_path = f"/vsizip/{params.folder}/WDPA_{bYYYY}_Public_shp_{i}.zip" + layer_path = ( + f"/vsizip/{params.folder}/WDPA_{bYYYY}_Public_shp_{i}.zip" + ) print(f"Adding layer {i+1} of 3 to combined output file.") shell("ogr2ogr -f gpkg -update -append {output.gpkg} {layer_path}") - - # Downloading Marine protected area database from WDPA - # extract the main zip and then merge the contained 3 zipped shapefiles - # Website: https://www.protectedplanet.net/en/thematic-areas/marine-protected-areas rule download_wdpa_marine: + # Downloading Marine protected area database from WDPA + # extract the main zip and then merge the contained 3 zipped shapefiles + # Website: https://www.protectedplanet.net/en/thematic-areas/marine-protected-areas input: HTTP.remote( f"d1gam3xoknrgr2.cloudfront.net/current/WDPA_WDOECM_{bYYYY}_Public_marine_shp.zip", @@ -309,6 +314,7 @@ if config["enable"]["retrieve"]: shell("ogr2ogr -f gpkg -update -append {output.gpkg} {layer_path}") + if config["enable"]["retrieve"]: rule retrieve_monthly_co2_prices: From cc08dff280b02553331dbb9b34a5a41c649e0236 Mon Sep 17 00:00:00 2001 From: Fabian Date: Mon, 18 Dec 2023 12:44:21 +0100 Subject: [PATCH 292/608] simplify_network: revert fillna --- scripts/simplify_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/simplify_network.py b/scripts/simplify_network.py index 48a58ed4..f88d10d4 100644 --- a/scripts/simplify_network.py +++ b/scripts/simplify_network.py @@ -243,7 +243,7 @@ def _aggregate_and_move_components( def replace_components(n, c, df, pnl): n.mremove(c, n.df(c).index) - import_components_from_dataframe(n, df.fillna(0), c) + import_components_from_dataframe(n, df, c) for attr, df in pnl.items(): if not df.empty: import_series_from_dataframe(n, df, c, attr) From d39b579346607a7ffd8ffe71bcc9594a319e6d0d Mon Sep 17 00:00:00 2001 From: Fabian Date: Mon, 18 Dec 2023 12:56:08 +0100 Subject: [PATCH 293/608] build_biomass_potentials: fix groupby and transpose --- scripts/build_biomass_potentials.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_biomass_potentials.py b/scripts/build_biomass_potentials.py index 27b2e0a3..d7c467cf 100644 --- a/scripts/build_biomass_potentials.py +++ b/scripts/build_biomass_potentials.py @@ -263,7 +263,7 @@ if __name__ == "__main__": df.to_csv(snakemake.output.biomass_potentials_all) grouper = {v: k for k, vv in params["classes"].items() for v in vv} - df = df.T.groupby(grouper).sum() + df = df.T.groupby(grouper).sum().T df *= 1e6 # TWh/a to MWh/a df.index.name = "MWh/a" From 64300c26e53881d97b5ac6e0695cb2be2aada1c4 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 18 Dec 2023 19:25:43 +0000 Subject: [PATCH 294/608] [pre-commit.ci] pre-commit autoupdate (#806) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit updates: - [github.com/PyCQA/isort: 5.13.0 → 5.13.2](https://github.com/PyCQA/isort/compare/5.13.0...5.13.2) - [github.com/psf/black: 23.11.0 → 23.12.0](https://github.com/psf/black/compare/23.11.0...23.12.0) Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> --- .pre-commit-config.yaml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index ba2e404b..82987bf8 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -17,7 +17,7 @@ repos: # Sort package imports alphabetically - repo: https://github.com/PyCQA/isort - rev: 5.13.0 + rev: 5.13.2 hooks: - id: isort args: ["--profile", "black", "--filter-files"] @@ -51,7 +51,7 @@ repos: # Formatting with "black" coding style - repo: https://github.com/psf/black - rev: 23.11.0 + rev: 23.12.0 hooks: # Format Python files - id: black From b3753d73d75eedaddb8da9f6dcfc4bcf8793831a Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Wed, 20 Dec 2023 09:22:40 +0100 Subject: [PATCH 295/608] undo addition of script to allow cost modifications This undoes commit 830019a6e5d5ced3403bd4d5d9e28e2d66fe621b. Reason: this was introduced for the PyPSA-Ariadne derivative, but can be handled more elegantly within the derivative repository. --- rules/build_sector.smk | 4 ++-- rules/retrieve.smk | 14 -------------- scripts/modify_cost_data.py | 12 ------------ 3 files changed, 2 insertions(+), 28 deletions(-) delete mode 100644 scripts/modify_cost_data.py diff --git a/rules/build_sector.smk b/rules/build_sector.smk index 596c0305..5a9e8646 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -743,9 +743,9 @@ rule prepare_sector_network: else RESOURCES + "biomass_potentials_s{simpl}_{clusters}_{planning_horizons}.csv", heat_profile="data/heat_load_profile_BDEW.csv", - costs="data/costs_{}-modified.csv".format(config["costs"]["year"]) + costs="data/costs_{}.csv".format(config["costs"]["year"]) if config["foresight"] == "overnight" - else "data/costs_{planning_horizons}-modified.csv", + else "data/costs_{planning_horizons}.csv", profile_offwind_ac=RESOURCES + "profile_offwind-ac.nc", profile_offwind_dc=RESOURCES + "profile_offwind-dc.nc", h2_cavern=RESOURCES + "salt_cavern_potentials_s{simpl}_{clusters}.csv", diff --git a/rules/retrieve.smk b/rules/retrieve.smk index 18b424ff..b830be25 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -259,17 +259,3 @@ if config["enable"]["retrieve"]: "../envs/environment.yaml" script: "../scripts/retrieve_monthly_fuel_prices.py" - - -rule modify_cost_data: - input: - costs="data/costs_{year}.csv", - output: - "data/costs_{year}-modified.csv" - log: - LOGS + "modify_cost_data_{year}.log", - resources: - mem_mb=1000, - retries: 2 - script: - "../scripts/modify_cost_data.py" diff --git a/scripts/modify_cost_data.py b/scripts/modify_cost_data.py deleted file mode 100644 index 3e1f12f4..00000000 --- a/scripts/modify_cost_data.py +++ /dev/null @@ -1,12 +0,0 @@ - -import pandas as pd - -costs = pd.read_csv(snakemake.input.costs, index_col=[0, 1]).sort_index() - -if "modifications" in snakemake.input.keys(): - modifications = pd.read_csv(snakemake.input.modifications, index_col=[0, 1]).sort_index() - costs.loc[modifications.index] = modifications - print(modifications) - print( costs.loc[modifications.index]) - -costs.to_csv(snakemake.output[0]) From 79f443ecbd2fcaf0a350d27c4c12ba5f56f503a4 Mon Sep 17 00:00:00 2001 From: yerbol-akhmetov Date: Wed, 20 Dec 2023 22:41:11 +0600 Subject: [PATCH 296/608] fix f weighting for retro cost --- scripts/prepare_sector_network.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 8a4f98ce..bf179451 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1986,7 +1986,12 @@ def add_heat(n, costs): ct = pop_layout.loc[node, "ct"] # weighting 'f' depending on the size of the population at the node - f = urban_fraction[node] if "urban" in name else (1 - urban_fraction[node]) + if "urban central" in name: + f = dist_fraction[node] + elif "urban decentral" in name: + f = urban_fraction[node] - dist_fraction[node] + else: + f = 1 - urban_fraction[node] if f == 0: continue # get sector name ("residential"/"services"/or both "tot" for urban central) From a292308c53755d69bc5e2d8764c750e1605ab6d3 Mon Sep 17 00:00:00 2001 From: martacki Date: Wed, 20 Dec 2023 20:11:37 +0100 Subject: [PATCH 297/608] select correct sector name in endogeneous retrofitting --- scripts/prepare_sector_network.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 8a4f98ce..7bf9f817 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1990,7 +1990,9 @@ def add_heat(n, costs): if f == 0: continue # get sector name ("residential"/"services"/or both "tot" for urban central) - sec = [x if x in name else "tot" for x in sectors][0] + if 'urban central' in name: sec = 'tot' + if 'residential' in name: sec = 'residential' + if 'services' in name: sec = 'services' # get floor aread at node and region (urban/rural) in m^2 floor_area_node = ( From f77f84af6ad3d588a746da878cc95d8035d7bf22 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 20 Dec 2023 19:27:56 +0000 Subject: [PATCH 298/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 7bf9f817..a09794fa 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1990,9 +1990,12 @@ def add_heat(n, costs): if f == 0: continue # get sector name ("residential"/"services"/or both "tot" for urban central) - if 'urban central' in name: sec = 'tot' - if 'residential' in name: sec = 'residential' - if 'services' in name: sec = 'services' + if "urban central" in name: + sec = "tot" + if "residential" in name: + sec = "residential" + if "services" in name: + sec = "services" # get floor aread at node and region (urban/rural) in m^2 floor_area_node = ( From 4d63a3f21b1830faf5172bcfaea5889a957fafe9 Mon Sep 17 00:00:00 2001 From: martacki Date: Thu, 21 Dec 2023 09:37:13 +0100 Subject: [PATCH 299/608] fix deprecation warnings --- scripts/prepare_sector_network.py | 20 ++++++++++---------- 1 file changed, 10 insertions(+), 10 deletions(-) mode change 100644 => 100755 scripts/prepare_sector_network.py diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py old mode 100644 new mode 100755 index a09794fa..8163c03d --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -425,7 +425,7 @@ def update_wind_solar_costs(n, costs): logger.info( "Added connection cost of {:0.0f}-{:0.0f} Eur/MW/a to {}".format( - connection_cost[0].min(), connection_cost[0].max(), tech + connection_cost.min(), connection_cost.max(), tech ) ) @@ -1630,7 +1630,7 @@ def build_heat_demand(n): electric_nodes = n.loads.index[n.loads.carrier == "electricity"] n.loads_t.p_set[electric_nodes] = ( n.loads_t.p_set[electric_nodes] - - electric_heat_supply.groupby(level=1, axis=1).sum()[electric_nodes] + - electric_heat_supply.T.groupby(level=1).sum().T[electric_nodes] ) return heat_demand @@ -1722,16 +1722,16 @@ def add_heat(n, costs): if sector in name: heat_load = ( - heat_demand[[sector + " water", sector + " space"]] - .groupby(level=1, axis=1) - .sum()[nodes[name]] + heat_demand[[sector + " water", sector + " space"]].T + .groupby(level=1) + .sum().T[nodes[name]] .multiply(factor) ) if name == "urban central": heat_load = ( - heat_demand.groupby(level=1, axis=1) - .sum()[nodes[name]] + heat_demand.T.groupby(level=1) + .sum().T[nodes[name]] .multiply( factor * (1 + options["district_heating"]["district_heating_loss"]) ) @@ -1977,7 +1977,7 @@ def add_heat(n, costs): ) w_space["tot"] = ( heat_demand_r["services space"] + heat_demand_r["residential space"] - ) / heat_demand_r.groupby(level=[1], axis=1).sum() + ) / heat_demand_r.T.groupby(level=[1]).sum().T for name in n.loads[ n.loads.carrier.isin([x + " heat" for x in heat_systems]) @@ -2039,7 +2039,7 @@ def add_heat(n, costs): strengths = strengths.drop(s) # reindex normed time profile of space heat demand back to hourly resolution - space_pu = space_pu.reindex(index=heat_demand.index).fillna(method="ffill") + space_pu = space_pu.reindex(index=heat_demand.index).ffill() # add for each retrofitting strength a generator with heat generation profile following the profile of the heat demand for strength in strengths: @@ -3210,7 +3210,7 @@ def cluster_heat_buses(n): ), inplace=True, ) - pnl[k] = pnl[k].groupby(level=0, axis=1).agg(agg[k], **agg_group_kwargs) + pnl[k] = pnl[k].T.groupby(level=0).agg(agg[k], **agg_group_kwargs).T # remove unclustered assets of service/residential to_drop = c.df.index.difference(df.index) From dfc2f060330ed5f270ec32be4bac3f04192dabdb Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 21 Dec 2023 08:41:17 +0000 Subject: [PATCH 300/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 8163c03d..8e43587f 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1722,16 +1722,18 @@ def add_heat(n, costs): if sector in name: heat_load = ( - heat_demand[[sector + " water", sector + " space"]].T - .groupby(level=1) - .sum().T[nodes[name]] + heat_demand[[sector + " water", sector + " space"]] + .T.groupby(level=1) + .sum() + .T[nodes[name]] .multiply(factor) ) if name == "urban central": heat_load = ( heat_demand.T.groupby(level=1) - .sum().T[nodes[name]] + .sum() + .T[nodes[name]] .multiply( factor * (1 + options["district_heating"]["district_heating_loss"]) ) From bb160d78b1e566789bd99c12596f581c2debea82 Mon Sep 17 00:00:00 2001 From: martacki Date: Thu, 21 Dec 2023 10:40:10 +0100 Subject: [PATCH 301/608] fix more deprecation warnings --- scripts/build_retro_cost.py | 18 ++++++++++-------- 1 file changed, 10 insertions(+), 8 deletions(-) mode change 100644 => 100755 scripts/build_retro_cost.py diff --git a/scripts/build_retro_cost.py b/scripts/build_retro_cost.py old mode 100644 new mode 100755 index f5313c21..8a3edb54 --- a/scripts/build_retro_cost.py +++ b/scripts/build_retro_cost.py @@ -533,15 +533,15 @@ def prepare_temperature_data(): """ temperature = xr.open_dataarray(snakemake.input.air_temperature).to_pandas() d_heat = ( - temperature.groupby(temperature.columns.str[:2], axis=1) - .mean() + temperature.T.groupby(temperature.columns.str[:2]) + .mean().T .resample("1D") .mean() < t_threshold ).sum() temperature_average_d_heat = ( - temperature.groupby(temperature.columns.str[:2], axis=1) - .mean() + temperature.T.groupby(temperature.columns.str[:2]) + .mean().T .apply( lambda x: get_average_temperature_during_heating_season(x, t_threshold=15) ) @@ -610,7 +610,7 @@ def calculate_costs(u_values, l, cost_retro, window_assumptions): cost_retro.loc[x.name[3], "cost_var"] * 100 * float(l) - * l_weight.loc[x.name[3]][0] + * l_weight.loc[x.name[3]].iloc[0] + cost_retro.loc[x.name[3], "cost_fix"] ) * x.A_element @@ -720,6 +720,7 @@ def map_to_lstrength(l_strength, df): .swaplevel(axis=1) .dropna(axis=1) ) + return pd.concat([df.drop([2, 3], axis=1, level=1), l_strength_df], axis=1) @@ -800,6 +801,7 @@ def calculate_heat_losses(u_values, data_tabula, l_strength, temperature_factor) * data_tabula.A_envelope / data_tabula.A_C_Ref ) + heat_transfer_perm2 = pd.concat( [ heat_transfer_perm2, @@ -836,8 +838,8 @@ def calculate_heat_losses(u_values, data_tabula, l_strength, temperature_factor) F_red_temp = map_to_lstrength(l_strength, F_red_temp) Q_ht = ( - heat_transfer_perm2.groupby(level=1, axis=1) - .sum() + heat_transfer_perm2.T.groupby(level=1) + .sum().T .mul(F_red_temp.droplevel(0, axis=1)) .mul(temperature_factor.reindex(heat_transfer_perm2.index, level=0), axis=0) ) @@ -878,7 +880,7 @@ def calculate_gain_utilisation_factor(heat_transfer_perm2, Q_ht, Q_gain): Calculates gain utilisation factor nu. """ # time constant of the building tau [h] = c_m [Wh/(m^2K)] * 1 /(H_tr_e+H_tb*H_ve) [m^2 K /W] - tau = c_m / heat_transfer_perm2.groupby(level=1, axis=1).sum() + tau = c_m / heat_transfer_perm2.T.groupby(level=1).sum().T alpha = alpha_H_0 + (tau / tau_H_0) # heat balance ratio gamma = (1 / Q_ht).mul(Q_gain.sum(axis=1), axis=0) From 146fb170d8c29932faa1d50b31c8d30dd7491403 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 21 Dec 2023 09:41:13 +0000 Subject: [PATCH 302/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/build_retro_cost.py | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/scripts/build_retro_cost.py b/scripts/build_retro_cost.py index 8a3edb54..6fde4e63 100755 --- a/scripts/build_retro_cost.py +++ b/scripts/build_retro_cost.py @@ -534,15 +534,15 @@ def prepare_temperature_data(): temperature = xr.open_dataarray(snakemake.input.air_temperature).to_pandas() d_heat = ( temperature.T.groupby(temperature.columns.str[:2]) - .mean().T - .resample("1D") + .mean() + .T.resample("1D") .mean() < t_threshold ).sum() temperature_average_d_heat = ( temperature.T.groupby(temperature.columns.str[:2]) - .mean().T - .apply( + .mean() + .T.apply( lambda x: get_average_temperature_during_heating_season(x, t_threshold=15) ) ) @@ -839,8 +839,8 @@ def calculate_heat_losses(u_values, data_tabula, l_strength, temperature_factor) Q_ht = ( heat_transfer_perm2.T.groupby(level=1) - .sum().T - .mul(F_red_temp.droplevel(0, axis=1)) + .sum() + .T.mul(F_red_temp.droplevel(0, axis=1)) .mul(temperature_factor.reindex(heat_transfer_perm2.index, level=0), axis=0) ) From e8eb9df73fb6a67bffef3eb0f972f3cb3c256c07 Mon Sep 17 00:00:00 2001 From: martacki Date: Thu, 21 Dec 2023 11:07:23 +0100 Subject: [PATCH 303/608] generalize bus name to allow higher spatial resolution --- scripts/prepare_sector_network.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 8e43587f..2c2996d4 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2045,10 +2045,11 @@ def add_heat(n, costs): # add for each retrofitting strength a generator with heat generation profile following the profile of the heat demand for strength in strengths: + node_name = ' '.join([i for i in name.split(" ")[2::]]) n.madd( "Generator", [node], - suffix=" retrofitting " + strength + " " + name[6::], + suffix=" retrofitting " + strength + " " + node_name, bus=name, carrier="retrofitting", p_nom_extendable=True, From 5ab9d149ba6d145b3dd81357a0d368099c93371d Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 21 Dec 2023 10:07:51 +0000 Subject: [PATCH 304/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 2c2996d4..f50e887e 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2045,7 +2045,7 @@ def add_heat(n, costs): # add for each retrofitting strength a generator with heat generation profile following the profile of the heat demand for strength in strengths: - node_name = ' '.join([i for i in name.split(" ")[2::]]) + node_name = " ".join([i for i in name.split(" ")[2::]]) n.madd( "Generator", [node], From 7d64a733827a4e7a7680b701fb47270f0ebdaea0 Mon Sep 17 00:00:00 2001 From: martacki Date: Thu, 21 Dec 2023 11:12:54 +0100 Subject: [PATCH 305/608] simplify node_name formulation --- scripts/prepare_sector_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index f50e887e..4ab681f8 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2045,7 +2045,7 @@ def add_heat(n, costs): # add for each retrofitting strength a generator with heat generation profile following the profile of the heat demand for strength in strengths: - node_name = " ".join([i for i in name.split(" ")[2::]]) + node_name = " ".join(name.split(" ")[2::]) n.madd( "Generator", [node], From 17a4f53b9d31904d710acbf57f4169081c063fcf Mon Sep 17 00:00:00 2001 From: euronion <42553970+euronion@users.noreply.github.com> Date: Thu, 21 Dec 2023 11:57:24 +0100 Subject: [PATCH 306/608] Restrict snakemake version to < 8.0.0 --- envs/environment.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/envs/environment.yaml b/envs/environment.yaml index 425233a8..66245aa4 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -20,7 +20,7 @@ dependencies: - openpyxl!=3.1.1 - pycountry - seaborn -- snakemake-minimal>=7.7.0 +- snakemake-minimal>=7.7.0,<8.0.0 - memory_profiler - yaml - pytables From 20b847c62743690009a8ff3e18832ec02eb65c6b Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 21 Dec 2023 13:34:55 +0000 Subject: [PATCH 307/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index bf179451..ed9c0bc6 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1991,7 +1991,7 @@ def add_heat(n, costs): elif "urban decentral" in name: f = urban_fraction[node] - dist_fraction[node] else: - f = 1 - urban_fraction[node] + f = 1 - urban_fraction[node] if f == 0: continue # get sector name ("residential"/"services"/or both "tot" for urban central) From 25cfcaf97b5b76c019e02d8827079dfa16b8615c Mon Sep 17 00:00:00 2001 From: yerbol-akhmetov Date: Thu, 21 Dec 2023 20:54:17 +0600 Subject: [PATCH 308/608] fix add_waste_heat --- scripts/prepare_sector_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 82578c29..c57f8e89 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3415,7 +3415,7 @@ if __name__ == "__main__": if "I" in opts: add_industry(n, costs) - if "I" in opts and "H" in opts: + if "H" in opts: add_waste_heat(n) if "A" in opts: # requires H and I From 17e9b4d1dfa5c861ec91d61e6d2859db58e5c75b Mon Sep 17 00:00:00 2001 From: yerbol-akhmetov Date: Thu, 21 Dec 2023 20:59:35 +0600 Subject: [PATCH 309/608] make resistive heaters separate of boilers --- scripts/prepare_sector_network.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index c57f8e89..7eef4f50 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1827,7 +1827,7 @@ def add_heat(n, costs): lifetime=costs.at[name_type + " water tank storage", "lifetime"], ) - if options["boilers"]: + if options["resistive_heaters"]: key = f"{name_type} resistive heater" n.madd( @@ -1842,6 +1842,7 @@ def add_heat(n, costs): lifetime=costs.at[key, "lifetime"], ) + if options["boilers"]: key = f"{name_type} gas boiler" n.madd( From 8a55a55d20215dfe32cc49bae5de3e0f05411f1f Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Thu, 21 Dec 2023 16:08:43 +0100 Subject: [PATCH 310/608] copperplate oil/methanol supply; allow demand to be regional Force a single supply bus for oil/methanol (until we allow oil/methanol transport). Introduce new config switches "regional_oil/methanol_demand" that allow demand to be regionalised. This is important if regional CO2 budgets need to be enforced. --- config/config.default.yaml | 2 + scripts/prepare_sector_network.py | 103 ++++++++++++++++-------------- 2 files changed, 57 insertions(+), 48 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index cafb9d1d..c1e7ed0f 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -471,6 +471,8 @@ sector: SMR: true SMR_cc: true co2_budget_national: false + regional_methanol_demand: false #set to true if regional CO2 constraints needed + regional_oil_demand: false #set to true if regional CO2 constraints needed regional_co2_sequestration_potential: enable: false attribute: 'conservative estimate Mt' diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 8e995dd6..b5a0c0d5 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -127,35 +127,42 @@ def define_spatial(nodes, options): spatial.h2.locations = nodes # methanol + + #beware: unlike other carriers, uses locations rather than locations+carriername + #this allows to avoid separation between nodes and locations + spatial.methanol = SimpleNamespace() - if options["co2_budget_national"]: - spatial.methanol.nodes = nodes + " methanol" - spatial.methanol.locations = nodes + spatial.methanol.nodes = ["EU methanol"] + spatial.methanol.locations = ["EU"] + + if options["regional_methanol_demand"]: + spatial.methanol.demand_locations = nodes spatial.methanol.shipping = nodes + " shipping methanol" else: - spatial.methanol.nodes = ["EU methanol"] - spatial.methanol.locations = ["EU"] + spatial.methanol.demand_locations = ["EU"] spatial.methanol.shipping = ["EU shipping methanol"] # oil spatial.oil = SimpleNamespace() - if options["co2_budget_national"]: - spatial.oil.nodes = nodes + " oil" - spatial.oil.locations = nodes + spatial.oil.nodes = ["EU oil"] + spatial.oil.locations = ["EU"] + + if options["regional_oil_demand"]: + spatial.oil.demand_locations = nodes spatial.oil.naphtha = nodes + " naphtha for industry" spatial.oil.kerosene = nodes + " kerosene for aviation" spatial.oil.shipping = nodes + " shipping oil" spatial.oil.agriculture_machinery = nodes + " agriculture machinery oil" + spatial.oil.land_transport = nodes + " land transport oil" else: - spatial.oil.nodes = ["EU oil"] - spatial.oil.locations = ["EU"] + spatial.oil.demand_locations = ["EU"] spatial.oil.naphtha = ["EU naphtha for industry"] spatial.oil.kerosene = ["EU kerosene for aviation"] spatial.oil.shipping = ["EU shipping oil"] spatial.oil.agriculture_machinery = ["EU agriculture machinery oil"] - spatial.oil.land_transport = nodes + " land transport oil" + spatial.oil.land_transport = ["EU land transport oil"] # uranium spatial.uranium = SimpleNamespace() @@ -1588,10 +1595,15 @@ def add_land_transport(n, costs): ice_efficiency = options["transport_internal_combustion_efficiency"] + p_set_land_transport_oil = ice_share / ice_efficiency * transport[nodes].rename(columns=lambda x: x + " land transport oil") + + if not options["regional_oil_demand"]: + p_set_land_transport_oil = p_set_land_transport_oil.sum(axis=1).to_frame(name="EU land transport oil") + n.madd( "Bus", spatial.oil.land_transport, - location=nodes, + location=spatial.oil.demand_locations, carrier="land transport oil", unit="land transport", ) @@ -1601,7 +1613,7 @@ def add_land_transport(n, costs): spatial.oil.land_transport, bus=spatial.oil.land_transport, carrier="land transport oil", - p_set=ice_share / ice_efficiency * transport[nodes].rename(columns=lambda x: x + " land transport oil"), + p_set=p_set_land_transport_oil, ) n.madd( @@ -2638,16 +2650,15 @@ def add_industry(n, costs): options["shipping_oil_efficiency"] / options["shipping_methanol_efficiency"] ) - # need to aggregate potentials if methanol not nodally resolved - if options["co2_budget_national"]: - p_set_methanol = shipping_methanol_share * p_set.rename(lambda x : x + " shipping methanol") * efficiency - else: - p_set_methanol = shipping_methanol_share * p_set.sum() * efficiency + p_set_methanol = shipping_methanol_share * p_set.rename(lambda x : x + " shipping methanol") * efficiency + + if not options["regional_methanol_demand"]: + p_set_methanol = p_set_methanol.sum() n.madd( "Bus", spatial.methanol.shipping, - location=spatial.methanol.locations, + location=spatial.methanol.demand_locations, carrier="shipping methanol", unit="MWh_LHV", ) @@ -2684,7 +2695,8 @@ def add_industry(n, costs): # could correct to e.g. 0.001 EUR/kWh * annuity and O&M n.madd( "Store", - [oil_bus + " Store" for oil_bus in spatial.oil.nodes], + spatial.oil.nodes, + suffix=" Store", bus=spatial.oil.nodes, e_nom_extendable=True, e_cyclic=True, @@ -2702,16 +2714,16 @@ def add_industry(n, costs): ) if shipping_oil_share: - # need to aggregate potentials if oil not nodally resolved - if options["co2_budget_national"]: - p_set_oil = shipping_oil_share * p_set.rename(lambda x: x + " shipping oil") - else: - p_set_oil = shipping_oil_share * p_set.sum() + + p_set_oil = shipping_oil_share * p_set.rename(lambda x: x + " shipping oil") + + if not options["regional_oil_demand"]: + p_set_oil = p_set_oil.sum() n.madd( "Bus", spatial.oil.shipping, - location=spatial.oil.locations, + location=spatial.oil.demand_locations, carrier="shipping oil", unit="MWh_LHV", ) @@ -2781,15 +2793,15 @@ def add_industry(n, costs): if demand_factor != 1: logger.warning(f"Changing HVC demand by {demand_factor*100-100:+.2f}%.") - if options["co2_budget_national"]: - p_set_plastics = demand_factor * industrial_demand.loc[nodes, "naphtha"].rename(lambda x: x + " naphtha for industry") / nhours - else: - p_set_plastics = demand_factor * industrial_demand.loc[nodes, "naphtha"].sum() / nhours + p_set_plastics = demand_factor * industrial_demand.loc[nodes, "naphtha"].rename(lambda x: x + " naphtha for industry") / nhours + + if not options["regional_oil_demand"]: + p_set_plastics = p_set_plastics.sum() n.madd( "Bus", spatial.oil.naphtha, - location=spatial.oil.locations, + location=spatial.oil.demand_locations, carrier="naphtha for industry", unit="MWh_LHV", ) @@ -2826,26 +2838,21 @@ def add_industry(n, costs): logger.warning(f"Changing aviation demand by {demand_factor*100-100:+.2f}%.") all_aviation = ["total international aviation", "total domestic aviation"] - # need to aggregate potentials if oil not nodally resolved - if options["co2_budget_national"]: - p_set = ( + + p_set = ( demand_factor * pop_weighted_energy_totals.loc[nodes, all_aviation].sum(axis=1) * 1e6 / nhours ).rename(lambda x: x + " kerosene for aviation") - else: - p_set = ( - demand_factor - * pop_weighted_energy_totals.loc[nodes, all_aviation].sum(axis=1).sum() - * 1e6 - / nhours - ) + + if not options["regional_oil_demand"]: + p_set = p_set.sum() n.madd( "Bus", spatial.oil.kerosene, - location=spatial.oil.locations, + location=spatial.oil.demand_locations, carrier="kerosene for aviation", unit="MWh_LHV", ) @@ -3111,16 +3118,16 @@ def add_agriculture(n, costs): ) if oil_share > 0: - # need to aggregate potentials if oil not nodally resolved - if options["co2_budget_national"]: - p_set = oil_share * machinery_nodal_energy.rename(lambda x: x + " agriculture machinery oil") / nhours - else: - p_set = oil_share * machinery_nodal_energy.sum() / nhours + + p_set = oil_share * machinery_nodal_energy.rename(lambda x: x + " agriculture machinery oil") / nhours + + if not options["regional_oil_demand"]: + p_set = p_set.sum() n.madd( "Bus", spatial.oil.agriculture_machinery, - location=spatial.oil.locations, + location=spatial.oil.demand_locations, carrier="agriculture machinery oil", unit="MWh_LHV", ) From f251e89269964fa7bd7cc3c91f8b6252d76907fb Mon Sep 17 00:00:00 2001 From: euronion <42553970+euronion@users.noreply.github.com> Date: Thu, 21 Dec 2023 17:52:31 +0100 Subject: [PATCH 311/608] Update release_notes.rst --- doc/release_notes.rst | 3 +++ 1 file changed, 3 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index ee5a954b..6e1bcdbf 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,9 @@ Release Notes Upcoming Release ================ +* Pin ``snakemake`` version to below 8.0.0, as the new version is not yet + supported by ``pypsa-eur``. + * Updated Global Energy Monitor LNG terminal data to March 2023 version. * For industry distribution, use EPRTR as fallback if ETS data is not available. From 31f77bc888d49ef642ee7cda08ffbb7cca837cc1 Mon Sep 17 00:00:00 2001 From: euronion <42553970+euronion@users.noreply.github.com> Date: Thu, 21 Dec 2023 17:52:34 +0100 Subject: [PATCH 312/608] Update environment.yaml --- envs/environment.yaml | 1 + 1 file changed, 1 insertion(+) diff --git a/envs/environment.yaml b/envs/environment.yaml index 66245aa4..1d9592c6 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -20,6 +20,7 @@ dependencies: - openpyxl!=3.1.1 - pycountry - seaborn + # snakemake 8 introduced a number of breaking changes which the workflow has yet to be made compatible with - snakemake-minimal>=7.7.0,<8.0.0 - memory_profiler - yaml From 25c5751565500aa6c7ea901f358a25186f6a734f Mon Sep 17 00:00:00 2001 From: euronion <42553970+euronion@users.noreply.github.com> Date: Thu, 21 Dec 2023 18:39:06 +0100 Subject: [PATCH 313/608] Check WDPA url also a month forward --- doc/release_notes.rst | 2 ++ rules/retrieve.smk | 35 ++++++++++++++++++++++------------- 2 files changed, 24 insertions(+), 13 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index ee5a954b..1c259cb5 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -31,6 +31,8 @@ Upcoming Release * Rule ``retrieve_irena`` get updated values for renewables capacities. +* Rule ``retrieve_wdpa`` updated to not only check for current and previous, but also potentially next months dataset availability. + * Split configuration to enable SMR and SMR CC. * The configuration setting for country focus weights when clustering the diff --git a/rules/retrieve.smk b/rules/retrieve.smk index ac89e360..b3969f41 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -246,22 +246,31 @@ if config["enable"]["retrieve"]: if config["enable"]["retrieve"]: - current_month = datetime.now().strftime("%b") - current_year = datetime.now().strftime("%Y") - bYYYY = f"{current_month}{current_year}" + + # Some logic to find the correct file URL + # Sometimes files are released delayed or ahead of schedule, check which file is currently available def check_file_exists(url): - response = requests.head(url) - return response.status_code == 200 + response = requests.head(url) + return response.status_code == 200 - url = f"https://d1gam3xoknrgr2.cloudfront.net/current/WDPA_{bYYYY}_Public.zip" + # Basic pattern where WDPA files can be found + url_pattern = "https://d1gam3xoknrgr2.cloudfront.net/current/WDPA_{bY}_Public.zip" - if not check_file_exists(url): - prev_month = (datetime.now() - timedelta(30)).strftime("%b") - bYYYY = f"{prev_month}{current_year}" - assert check_file_exists( - f"https://d1gam3xoknrgr2.cloudfront.net/current/WDPA_{bYYYY}_Public.zip" - ), "The file does not exist." + # 3-letter month + 4 digit year for current/previous/next month to test + current_monthyear = datetime.now().strftime("%b%Y") + prev_monthyear = (datetime.now() - timedelta(30)).strftime("%b%Y") + next_monthyear = (datetime.now() + timedelta(30)).strftime("%b%Y") + + # Test prioritised: current month -> previous -> next + for bY in [current_monthyear, prev_monthyear, next_monthyear]: + if check_file_exists(url := url_pattern.format(bY=bY)): + break + else: + # If None of the three URLs are working + url = False + + assert url, f"No WDPA files found at {url_pattern} for bY='{current_monthyear}, {prev_monthyear}, or {next_monthyear}'" # Downloading protected area database from WDPA # extract the main zip and then merge the contained 3 zipped shapefiles @@ -269,7 +278,7 @@ if config["enable"]["retrieve"]: rule download_wdpa: input: HTTP.remote( - f"d1gam3xoknrgr2.cloudfront.net/current/WDPA_{bYYYY}_Public_shp.zip", + url, static=True, keep_local=True, ), From 3a474af71fcd5f4793e7ab64f90bce4c295fc173 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 21 Dec 2023 17:40:46 +0000 Subject: [PATCH 314/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/retrieve.smk | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/rules/retrieve.smk b/rules/retrieve.smk index b3969f41..de3a6709 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -246,13 +246,12 @@ if config["enable"]["retrieve"]: if config["enable"]["retrieve"]: - # Some logic to find the correct file URL # Sometimes files are released delayed or ahead of schedule, check which file is currently available def check_file_exists(url): - response = requests.head(url) - return response.status_code == 200 + response = requests.head(url) + return response.status_code == 200 # Basic pattern where WDPA files can be found url_pattern = "https://d1gam3xoknrgr2.cloudfront.net/current/WDPA_{bY}_Public.zip" @@ -270,7 +269,9 @@ if config["enable"]["retrieve"]: # If None of the three URLs are working url = False - assert url, f"No WDPA files found at {url_pattern} for bY='{current_monthyear}, {prev_monthyear}, or {next_monthyear}'" + assert ( + url + ), f"No WDPA files found at {url_pattern} for bY='{current_monthyear}, {prev_monthyear}, or {next_monthyear}'" # Downloading protected area database from WDPA # extract the main zip and then merge the contained 3 zipped shapefiles From d817212896a7fd754a5c764ca5d01217db843a2f Mon Sep 17 00:00:00 2001 From: euronion <42553970+euronion@users.noreply.github.com> Date: Fri, 22 Dec 2023 14:40:30 +0100 Subject: [PATCH 315/608] Fix missing bYYYY --- rules/retrieve.smk | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/rules/retrieve.smk b/rules/retrieve.smk index de3a6709..d08f94db 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -254,7 +254,7 @@ if config["enable"]["retrieve"]: return response.status_code == 200 # Basic pattern where WDPA files can be found - url_pattern = "https://d1gam3xoknrgr2.cloudfront.net/current/WDPA_{bY}_Public.zip" + url_pattern = "https://d1gam3xoknrgr2.cloudfront.net/current/WDPA_{bYYYY}_Public.zip" # 3-letter month + 4 digit year for current/previous/next month to test current_monthyear = datetime.now().strftime("%b%Y") @@ -262,8 +262,8 @@ if config["enable"]["retrieve"]: next_monthyear = (datetime.now() + timedelta(30)).strftime("%b%Y") # Test prioritised: current month -> previous -> next - for bY in [current_monthyear, prev_monthyear, next_monthyear]: - if check_file_exists(url := url_pattern.format(bY=bY)): + for bYYYY in [current_monthyear, prev_monthyear, next_monthyear]: + if check_file_exists(url := url_pattern.format(bYYYY=bYYYY)): break else: # If None of the three URLs are working From fec641ce0a9d1cdc66f6a035b376cec44abed8c6 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 22 Dec 2023 13:41:23 +0000 Subject: [PATCH 316/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/retrieve.smk | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/rules/retrieve.smk b/rules/retrieve.smk index d08f94db..2485a842 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -254,7 +254,9 @@ if config["enable"]["retrieve"]: return response.status_code == 200 # Basic pattern where WDPA files can be found - url_pattern = "https://d1gam3xoknrgr2.cloudfront.net/current/WDPA_{bYYYY}_Public.zip" + url_pattern = ( + "https://d1gam3xoknrgr2.cloudfront.net/current/WDPA_{bYYYY}_Public.zip" + ) # 3-letter month + 4 digit year for current/previous/next month to test current_monthyear = datetime.now().strftime("%b%Y") From a3688a74fde77fe724937e3a899fbc46671bcab4 Mon Sep 17 00:00:00 2001 From: yerbol-akhmetov Date: Sat, 23 Dec 2023 12:31:31 +0600 Subject: [PATCH 317/608] add resistive_heaters option to config.default --- config/config.default.yaml | 1 + 1 file changed, 1 insertion(+) diff --git a/config/config.default.yaml b/config/config.default.yaml index a6df173b..4bc1ccd0 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -440,6 +440,7 @@ sector: decentral: 3 central: 180 boilers: true + resistive_heaters: true oil_boilers: false biomass_boiler: true chp: true From 12096d1f2f1f7e2daaa088f926b7d0b3d5069d91 Mon Sep 17 00:00:00 2001 From: yerbol-akhmetov Date: Sat, 23 Dec 2023 12:55:50 +0600 Subject: [PATCH 318/608] update configtable by adding resistive_heaters --- doc/configtables/sector.csv | 1 + 1 file changed, 1 insertion(+) diff --git a/doc/configtables/sector.csv b/doc/configtables/sector.csv index 856ea074..21fd185a 100644 --- a/doc/configtables/sector.csv +++ b/doc/configtables/sector.csv @@ -63,6 +63,7 @@ tes_tau,,,The time constant used to calculate the decay of thermal energy in the -- decentral,days,float,The time constant in decentralized thermal energy storage (TES) -- central,days,float,The time constant in centralized thermal energy storage (TES) boilers,--,"{true, false}",Add option for transforming electricity into heat using resistive heater +resistive_heaters,--,"{true, false}",Add option for using resistive heaters separately from boilers oil_boilers,--,"{true, false}",Add option for transforming oil into heat using boilers biomass_boiler,--,"{true, false}",Add option for transforming biomass into heat using boilers chp,--,"{true, false}",Add option for using Combined Heat and Power (CHP) From 1bee34d57f155c10e3b7c1078cda14084fabf51f Mon Sep 17 00:00:00 2001 From: yerbol-akhmetov Date: Sat, 23 Dec 2023 14:51:01 +0600 Subject: [PATCH 319/608] remove gas generators --- scripts/prepare_sector_network.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 82578c29..b46cc24d 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -467,6 +467,9 @@ def add_carrier_buses(n, carrier, nodes=None): * costs.at[carrier, "discount rate"], # preliminary value to avoid zeros ) + if carrier == 'gas': + return + n.madd( "Generator", nodes, From 125c40601305eea314786ca73ff6d82e57b2f060 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Sat, 23 Dec 2023 08:55:56 +0000 Subject: [PATCH 320/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index b46cc24d..bb17228c 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -467,7 +467,7 @@ def add_carrier_buses(n, carrier, nodes=None): * costs.at[carrier, "discount rate"], # preliminary value to avoid zeros ) - if carrier == 'gas': + if carrier == "gas": return n.madd( From 3c3d49017e525c9c73c6bf0f46d1a8e3d56bc4c3 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 25 Dec 2023 18:33:27 +0000 Subject: [PATCH 321/608] [pre-commit.ci] pre-commit autoupdate MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit updates: - [github.com/psf/black: 23.12.0 → 23.12.1](https://github.com/psf/black/compare/23.12.0...23.12.1) - [github.com/macisamuele/language-formatters-pre-commit-hooks: v2.11.0 → v2.12.0](https://github.com/macisamuele/language-formatters-pre-commit-hooks/compare/v2.11.0...v2.12.0) --- .pre-commit-config.yaml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 82987bf8..7b9009c3 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -51,7 +51,7 @@ repos: # Formatting with "black" coding style - repo: https://github.com/psf/black - rev: 23.12.0 + rev: 23.12.1 hooks: # Format Python files - id: black @@ -67,7 +67,7 @@ repos: # Do YAML formatting (before the linter checks it for misses) - repo: https://github.com/macisamuele/language-formatters-pre-commit-hooks - rev: v2.11.0 + rev: v2.12.0 hooks: - id: pretty-format-yaml args: [--autofix, --indent, "2", --preserve-quotes] From 640a4b1b2efc78ef6c3b4dc8d996baa92bd73427 Mon Sep 17 00:00:00 2001 From: yerbol-akhmetov Date: Thu, 28 Dec 2023 13:51:30 +0600 Subject: [PATCH 322/608] update boilers description in confitables --- doc/configtables/sector.csv | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/configtables/sector.csv b/doc/configtables/sector.csv index 21fd185a..734efe34 100644 --- a/doc/configtables/sector.csv +++ b/doc/configtables/sector.csv @@ -62,7 +62,7 @@ tes,--,"{true, false}",Add option for storing thermal energy in large water pits tes_tau,,,The time constant used to calculate the decay of thermal energy in thermal energy storage (TES): 1- :math:`e^{-1/24τ}`. -- decentral,days,float,The time constant in decentralized thermal energy storage (TES) -- central,days,float,The time constant in centralized thermal energy storage (TES) -boilers,--,"{true, false}",Add option for transforming electricity into heat using resistive heater +boilers,--,"{true, false}",Add option for transforming gas into heat using gas boilers resistive_heaters,--,"{true, false}",Add option for using resistive heaters separately from boilers oil_boilers,--,"{true, false}",Add option for transforming oil into heat using boilers biomass_boiler,--,"{true, false}",Add option for transforming biomass into heat using boilers From 0f41ff79cffa55c0e5198f34b3a7a025c7715f42 Mon Sep 17 00:00:00 2001 From: yerbol-akhmetov Date: Thu, 28 Dec 2023 13:53:15 +0600 Subject: [PATCH 323/608] update configtable for resistive_heaters --- doc/configtables/sector.csv | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/configtables/sector.csv b/doc/configtables/sector.csv index 734efe34..2a65e2a8 100644 --- a/doc/configtables/sector.csv +++ b/doc/configtables/sector.csv @@ -63,7 +63,7 @@ tes_tau,,,The time constant used to calculate the decay of thermal energy in the -- decentral,days,float,The time constant in decentralized thermal energy storage (TES) -- central,days,float,The time constant in centralized thermal energy storage (TES) boilers,--,"{true, false}",Add option for transforming gas into heat using gas boilers -resistive_heaters,--,"{true, false}",Add option for using resistive heaters separately from boilers +resistive_heaters,--,"{true, false}",Add option for transforming electricity into heat using resistive heaters (independently from gas boilers) oil_boilers,--,"{true, false}",Add option for transforming oil into heat using boilers biomass_boiler,--,"{true, false}",Add option for transforming biomass into heat using boilers chp,--,"{true, false}",Add option for using Combined Heat and Power (CHP) From 471c97d4996c103201c72a3c131f65818a3020aa Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 29 Dec 2023 11:20:14 +0100 Subject: [PATCH 324/608] wdpa: correct _shp url --- rules/retrieve.smk | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/rules/retrieve.smk b/rules/retrieve.smk index 2485a842..4657bc66 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -255,7 +255,7 @@ if config["enable"]["retrieve"]: # Basic pattern where WDPA files can be found url_pattern = ( - "https://d1gam3xoknrgr2.cloudfront.net/current/WDPA_{bYYYY}_Public.zip" + "https://d1gam3xoknrgr2.cloudfront.net/current/WDPA_{bYYYY}_Public_shp.zip" ) # 3-letter month + 4 digit year for current/previous/next month to test From c5f48f957d311eedf652039d43946384d9ece727 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 29 Dec 2023 11:20:40 +0100 Subject: [PATCH 325/608] wdpa: give snakemake appearance of time-invariant wdpa files --- rules/retrieve.smk | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/rules/retrieve.smk b/rules/retrieve.smk index 4657bc66..4fe0cd7b 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -286,10 +286,10 @@ if config["enable"]["retrieve"]: keep_local=True, ), params: - zip=RESOURCES + f"WDPA_{bYYYY}_shp.zip", - folder=directory(RESOURCES + f"WDPA_{bYYYY}"), + zip=RESOURCES + f"WDPA_shp.zip", + folder=directory(RESOURCES + f"WDPA"), output: - gpkg=RESOURCES + f"WDPA_{bYYYY}.gpkg", + gpkg=RESOURCES + f"WDPA.gpkg", run: shell("cp {input} {params.zip}") shell("unzip -o {params.zip} -d {params.folder}") @@ -312,10 +312,10 @@ if config["enable"]["retrieve"]: keep_local=True, ), params: - zip=RESOURCES + f"WDPA_WDOECM_{bYYYY}_marine.zip", - folder=directory(RESOURCES + f"WDPA_WDOECM_{bYYYY}_marine"), + zip=RESOURCES + f"WDPA_WDOECM_marine.zip", + folder=directory(RESOURCES + f"WDPA_WDOECM_marine"), output: - gpkg=RESOURCES + f"WDPA_WDOECM_{bYYYY}_marine.gpkg", + gpkg=RESOURCES + f"WDPA_WDOECM_marine.gpkg", run: shell("cp {input} {params.zip}") shell("unzip -o {params.zip} -d {params.folder}") From accffe7bc279ea91904a265332c8054874b50938 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 29 Dec 2023 11:21:24 +0100 Subject: [PATCH 326/608] wdpa time-invariant filenames in build_electricity.smk --- rules/build_electricity.smk | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index 873e7c3a..c98d6a02 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -210,8 +210,8 @@ rule determine_availability_matrix_MD_UA: input: copernicus=RESOURCES + "Copernicus_LC100_global_v3.0.1_2019-nrt_Discrete-Classification-map_EPSG-4326.tif", - wdpa=RESOURCES + f"WDPA_{bYYYY}.gpkg", - wdpa_marine=RESOURCES + f"WDPA_WDOECM_{bYYYY}_marine.gpkg", + wdpa=RESOURCES + f"WDPA.gpkg", + wdpa_marine=RESOURCES + f"WDPA_WDOECM_marine.gpkg", gebco=lambda w: ( "data/bundle/GEBCO_2014_2D.nc" if "max_depth" in config["renewable"][w.technology].keys() From 4f815a9cd78ca5bbb5a213db9de7ffc3281b6c03 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 29 Dec 2023 11:29:01 +0100 Subject: [PATCH 327/608] move wdpa and glc datasets to data directory and protect --- rules/build_electricity.smk | 7 +++---- rules/retrieve.smk | 15 +++++++-------- 2 files changed, 10 insertions(+), 12 deletions(-) diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index c98d6a02..6308552f 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -208,10 +208,9 @@ rule build_ship_raster: rule determine_availability_matrix_MD_UA: input: - copernicus=RESOURCES - + "Copernicus_LC100_global_v3.0.1_2019-nrt_Discrete-Classification-map_EPSG-4326.tif", - wdpa=RESOURCES + f"WDPA.gpkg", - wdpa_marine=RESOURCES + f"WDPA_WDOECM_marine.gpkg", + copernicus="data/Copernicus_LC100_global_v3.0.1_2019-nrt_Discrete-Classification-map_EPSG-4326.tif", + wdpa="data/WDPA.gpkg", + wdpa_marine="data/WDPA_WDOECM_marine.gpkg", gebco=lambda w: ( "data/bundle/GEBCO_2014_2D.nc" if "max_depth" in config["renewable"][w.technology].keys() diff --git a/rules/retrieve.smk b/rules/retrieve.smk index 4fe0cd7b..584894b1 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -239,8 +239,7 @@ if config["enable"]["retrieve"]: static=True, ), output: - RESOURCES - + "Copernicus_LC100_global_v3.0.1_2019-nrt_Discrete-Classification-map_EPSG-4326.tif", + "data/Copernicus_LC100_global_v3.0.1_2019-nrt_Discrete-Classification-map_EPSG-4326.tif", run: move(input[0], output[0]) @@ -286,10 +285,10 @@ if config["enable"]["retrieve"]: keep_local=True, ), params: - zip=RESOURCES + f"WDPA_shp.zip", - folder=directory(RESOURCES + f"WDPA"), + zip="data/WDPA_shp.zip", + folder=directory("data/WDPA"), output: - gpkg=RESOURCES + f"WDPA.gpkg", + gpkg=protected("data/WDPA.gpkg"), run: shell("cp {input} {params.zip}") shell("unzip -o {params.zip} -d {params.folder}") @@ -312,10 +311,10 @@ if config["enable"]["retrieve"]: keep_local=True, ), params: - zip=RESOURCES + f"WDPA_WDOECM_marine.zip", - folder=directory(RESOURCES + f"WDPA_WDOECM_marine"), + zip="data/WDPA_WDOECM_marine.zip", + folder=directory("data/WDPA_WDOECM_marine"), output: - gpkg=RESOURCES + f"WDPA_WDOECM_marine.gpkg", + gpkg=protected("data/WDPA_WDOECM_marine.gpkg"), run: shell("cp {input} {params.zip}") shell("unzip -o {params.zip} -d {params.folder}") From 02b0996dacd87321c0ce9463dbc928644d2a955b Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 29 Dec 2023 11:29:19 +0100 Subject: [PATCH 328/608] remove write-protection on resources/natura.tiff --- rules/retrieve.smk | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/rules/retrieve.smk b/rules/retrieve.smk index 584894b1..0483a833 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -113,7 +113,7 @@ if config["enable"]["retrieve"] and config["enable"].get( static=True, ), output: - protected(RESOURCES + "natura.tiff"), + RESOURCES + "natura.tiff", log: LOGS + "retrieve_natura_raster.log", resources: From 97619888593d796ce6f92dc3750b7aafdd84b263 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 29 Dec 2023 11:32:53 +0100 Subject: [PATCH 329/608] increase pypsa min version to 0.26.1 --- envs/environment.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/envs/environment.yaml b/envs/environment.yaml index 1d9592c6..535acbdb 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -11,7 +11,7 @@ dependencies: - pip - atlite>=0.2.9 -- pypsa>=0.26.0 +- pypsa>=0.26.1 - linopy - dask From 71985d5e3aa173386c0decb301750f09c5408041 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 29 Dec 2023 12:34:14 +0100 Subject: [PATCH 330/608] validate checksums for zenodo downloads --- doc/release_notes.rst | 3 ++ rules/common.smk | 3 ++ rules/retrieve.smk | 6 ++- scripts/_helpers.py | 59 +++++++++++++++++++++ scripts/retrieve_databundle.py | 4 +- scripts/retrieve_gas_infrastructure_data.py | 4 +- scripts/retrieve_sector_databundle.py | 4 +- 7 files changed, 79 insertions(+), 4 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index d7931f0e..7b1b6d73 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -54,6 +54,9 @@ Upcoming Release reconnected to the main Ukrainian grid with the configuration option `reconnect_crimea`. +* Validate downloads from Zenodo using MD5 checksums. This identifies corrupted + or incomplete downloads. + **Bugs and Compatibility** diff --git a/rules/common.smk b/rules/common.smk index d3416050..a1537c10 100644 --- a/rules/common.smk +++ b/rules/common.smk @@ -2,6 +2,9 @@ # # SPDX-License-Identifier: MIT +import os, sys +sys.path.insert(0, os.path.abspath("scripts")) +from _helpers import validate_checksum def memory(w): factor = 3.0 diff --git a/rules/retrieve.smk b/rules/retrieve.smk index 4fe0cd7b..e2e63427 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -77,6 +77,7 @@ if config["enable"]["retrieve"] and config["enable"].get("retrieve_cutout", True retries: 2 run: move(input[0], output[0]) + validate_checksum(output[0], input[0]) if config["enable"]["retrieve"] and config["enable"].get("retrieve_cost_data", True): @@ -113,7 +114,7 @@ if config["enable"]["retrieve"] and config["enable"].get( static=True, ), output: - protected(RESOURCES + "natura.tiff"), + RESOURCES + "natura.tiff", log: LOGS + "retrieve_natura_raster.log", resources: @@ -121,6 +122,7 @@ if config["enable"]["retrieve"] and config["enable"].get( retries: 2 run: move(input[0], output[0]) + validate_checksum(output[0], input[0]) if config["enable"]["retrieve"] and config["enable"].get( @@ -226,6 +228,7 @@ if config["enable"]["retrieve"]: retries: 2 run: move(input[0], output[0]) + validate_checksum(output[0], input[0]) if config["enable"]["retrieve"]: @@ -243,6 +246,7 @@ if config["enable"]["retrieve"]: + "Copernicus_LC100_global_v3.0.1_2019-nrt_Discrete-Classification-map_EPSG-4326.tif", run: move(input[0], output[0]) + validate_checksum(output[0], input[0]) if config["enable"]["retrieve"]: diff --git a/scripts/_helpers.py b/scripts/_helpers.py index 398f3a30..d906872d 100644 --- a/scripts/_helpers.py +++ b/scripts/_helpers.py @@ -4,6 +4,7 @@ # SPDX-License-Identifier: MIT import contextlib +import hashlib import logging import os import urllib @@ -11,6 +12,7 @@ from pathlib import Path import pandas as pd import pytz +import requests import yaml from pypsa.components import component_attrs, components from pypsa.descriptors import Dict @@ -318,3 +320,60 @@ def update_config_with_sector_opts(config, sector_opts): if o.startswith("CF+"): l = o.split("+")[1:] update_config(config, parse(l)) + + +def get_checksum_from_zenodo(file_url): + parts = file_url.split("/") + record_id = parts[parts.index("record") + 1] + filename = parts[-1] + + response = requests.get(f"https://zenodo.org/api/records/{record_id}", timeout=30) + response.raise_for_status() + data = response.json() + + for file in data["files"]: + if file["key"] == filename: + return file["checksum"] + return None + + +def validate_checksum(file_path, zenodo_url=None, checksum=None): + """ + Validate file checksum against provided or Zenodo-retrieved checksum. + Calculates the hash of a file using 64KB chunks. Compares it against a given + checksum or one from a Zenodo URL. + + Parameters + ---------- + file_path : str + Path to the file for checksum validation. + zenodo_url : str, optional + URL of the file on Zenodo to fetch the checksum. + checksum : str, optional + Checksum (format 'hash_type:checksum_value') for validation. + + Raises + ------ + AssertionError + If the checksum does not match, or if neither `checksum` nor `zenodo_url` is provided. + + + Examples + -------- + >>> validate_checksum('/path/to/file', checksum='md5:abc123...') + >>> validate_checksum('/path/to/file', zenodo_url='https://zenodo.org/record/12345/files/example.txt') + + If the checksum is invalid, an AssertionError will be raised. + """ + assert checksum or zenodo_url, "Either checksum or zenodo_url must be provided" + if zenodo_url: + checksum = get_checksum_from_zenodo(zenodo_url) + hash_type, checksum = checksum.split(":") + hasher = hashlib.new(hash_type) + with open(file_path, "rb") as f: + for chunk in iter(lambda: f.read(65536), b""): # 64kb chunks + hasher.update(chunk) + calculated_checksum = hasher.hexdigest() + assert ( + calculated_checksum == checksum + ), "Checksum is invalid. This may be due to an incomplete download. Delete the file and re-execute the rule." diff --git a/scripts/retrieve_databundle.py b/scripts/retrieve_databundle.py index 75d8519e..25894063 100644 --- a/scripts/retrieve_databundle.py +++ b/scripts/retrieve_databundle.py @@ -36,7 +36,7 @@ import logging import tarfile from pathlib import Path -from _helpers import configure_logging, progress_retrieve +from _helpers import configure_logging, progress_retrieve, validate_checksum logger = logging.getLogger(__name__) @@ -65,6 +65,8 @@ if __name__ == "__main__": disable_progress = snakemake.config["run"].get("disable_progressbar", False) progress_retrieve(url, tarball_fn, disable=disable_progress) + validate_checksum(tarball_fn, url) + logger.info("Extracting databundle.") tarfile.open(tarball_fn).extractall(to_fn) diff --git a/scripts/retrieve_gas_infrastructure_data.py b/scripts/retrieve_gas_infrastructure_data.py index 42b726db..d984b9fe 100644 --- a/scripts/retrieve_gas_infrastructure_data.py +++ b/scripts/retrieve_gas_infrastructure_data.py @@ -11,7 +11,7 @@ import logging import zipfile from pathlib import Path -from _helpers import progress_retrieve +from _helpers import progress_retrieve, validate_checksum logger = logging.getLogger(__name__) @@ -35,6 +35,8 @@ if __name__ == "__main__": disable_progress = snakemake.config["run"].get("disable_progressbar", False) progress_retrieve(url, zip_fn, disable=disable_progress) + validate_checksum(zip_fn, url) + logger.info("Extracting databundle.") zipfile.ZipFile(zip_fn).extractall(to_fn) diff --git a/scripts/retrieve_sector_databundle.py b/scripts/retrieve_sector_databundle.py index 0d172c8d..cb6cc969 100644 --- a/scripts/retrieve_sector_databundle.py +++ b/scripts/retrieve_sector_databundle.py @@ -13,7 +13,7 @@ logger = logging.getLogger(__name__) import tarfile from pathlib import Path -from _helpers import configure_logging, progress_retrieve +from _helpers import configure_logging, progress_retrieve, validate_checksum if __name__ == "__main__": if "snakemake" not in globals(): @@ -34,6 +34,8 @@ if __name__ == "__main__": disable_progress = snakemake.config["run"].get("disable_progressbar", False) progress_retrieve(url, tarball_fn, disable=disable_progress) + validate_checksum(tarball_fn, url) + logger.info("Extracting databundle.") tarfile.open(tarball_fn).extractall(to_fn) From de3b6c9573f075d2bdb93ea0af852c8b31ca03b3 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 29 Dec 2023 11:38:41 +0000 Subject: [PATCH 331/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/common.smk | 2 ++ scripts/_helpers.py | 11 +++++++---- 2 files changed, 9 insertions(+), 4 deletions(-) diff --git a/rules/common.smk b/rules/common.smk index a1537c10..2c8cf69c 100644 --- a/rules/common.smk +++ b/rules/common.smk @@ -3,9 +3,11 @@ # SPDX-License-Identifier: MIT import os, sys + sys.path.insert(0, os.path.abspath("scripts")) from _helpers import validate_checksum + def memory(w): factor = 3.0 for o in w.opts.split("-"): diff --git a/scripts/_helpers.py b/scripts/_helpers.py index d906872d..9945f70f 100644 --- a/scripts/_helpers.py +++ b/scripts/_helpers.py @@ -340,8 +340,8 @@ def get_checksum_from_zenodo(file_url): def validate_checksum(file_path, zenodo_url=None, checksum=None): """ Validate file checksum against provided or Zenodo-retrieved checksum. - Calculates the hash of a file using 64KB chunks. Compares it against a given - checksum or one from a Zenodo URL. + Calculates the hash of a file using 64KB chunks. Compares it against a + given checksum or one from a Zenodo URL. Parameters ---------- @@ -360,8 +360,11 @@ def validate_checksum(file_path, zenodo_url=None, checksum=None): Examples -------- - >>> validate_checksum('/path/to/file', checksum='md5:abc123...') - >>> validate_checksum('/path/to/file', zenodo_url='https://zenodo.org/record/12345/files/example.txt') + >>> validate_checksum("/path/to/file", checksum="md5:abc123...") + >>> validate_checksum( + ... "/path/to/file", + ... zenodo_url="https://zenodo.org/record/12345/files/example.txt", + ... ) If the checksum is invalid, an AssertionError will be raised. """ From 715aa25698a97ce30a06228985b381f2a1c1f600 Mon Sep 17 00:00:00 2001 From: martacki Date: Fri, 29 Dec 2023 13:40:00 +0100 Subject: [PATCH 332/608] build_energy_totals: avoid deprecation warnings --- scripts/build_energy_totals.py | 58 ++++++++++++++++++---------------- 1 file changed, 30 insertions(+), 28 deletions(-) diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index 6f9585c1..7c0984be 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -189,12 +189,12 @@ def idees_per_country(ct, year, base_dir): ct_totals["total residential water"] = df.at["Water heating"] assert df.index[23] == "Electricity" - ct_totals["electricity residential water"] = df[23] + ct_totals["electricity residential water"] = df.iloc[23] ct_totals["total residential cooking"] = df["Cooking"] assert df.index[30] == "Electricity" - ct_totals["electricity residential cooking"] = df[30] + ct_totals["electricity residential cooking"] = df.iloc[30] df = pd.read_excel(fn_residential, "RES_summary", index_col=0)[year] @@ -202,13 +202,14 @@ def idees_per_country(ct, year, base_dir): ct_totals["total residential"] = df[row] assert df.index[47] == "Electricity" - ct_totals["electricity residential"] = df[47] + ct_totals["electricity residential"] = df.iloc[47] assert df.index[46] == "Derived heat" - ct_totals["derived heat residential"] = df[46] + ct_totals["derived heat residential"] = df.iloc[46] assert df.index[50] == "Thermal uses" - ct_totals["thermal uses residential"] = df[50] + ct_totals["thermal uses residential"] = df.iloc[50] + # services @@ -222,12 +223,12 @@ def idees_per_country(ct, year, base_dir): ct_totals["total services water"] = df["Hot water"] assert df.index[24] == "Electricity" - ct_totals["electricity services water"] = df[24] + ct_totals["electricity services water"] = df.iloc[24] ct_totals["total services cooking"] = df["Catering"] assert df.index[31] == "Electricity" - ct_totals["electricity services cooking"] = df[31] + ct_totals["electricity services cooking"] = df.iloc[31] df = pd.read_excel(fn_tertiary, "SER_summary", index_col=0)[year] @@ -235,13 +236,14 @@ def idees_per_country(ct, year, base_dir): ct_totals["total services"] = df[row] assert df.index[50] == "Electricity" - ct_totals["electricity services"] = df[50] + ct_totals["electricity services"] = df.iloc[50] assert df.index[49] == "Derived heat" - ct_totals["derived heat services"] = df[49] + ct_totals["derived heat services"] = df.iloc[49] + assert df.index[53] == "Thermal uses" - ct_totals["thermal uses services"] = df[53] + ct_totals["thermal uses services"] = df.iloc[53] # agriculture, forestry and fishing @@ -282,28 +284,28 @@ def idees_per_country(ct, year, base_dir): ct_totals["total two-wheel"] = df["Powered 2-wheelers (Gasoline)"] assert df.index[19] == "Passenger cars" - ct_totals["total passenger cars"] = df[19] + ct_totals["total passenger cars"] = df.iloc[19] assert df.index[30] == "Battery electric vehicles" - ct_totals["electricity passenger cars"] = df[30] + ct_totals["electricity passenger cars"] = df.iloc[30] assert df.index[31] == "Motor coaches, buses and trolley buses" - ct_totals["total other road passenger"] = df[31] + ct_totals["total other road passenger"] = df.iloc[31] assert df.index[39] == "Battery electric vehicles" - ct_totals["electricity other road passenger"] = df[39] + ct_totals["electricity other road passenger"] = df.iloc[39] assert df.index[41] == "Light duty vehicles" - ct_totals["total light duty road freight"] = df[41] + ct_totals["total light duty road freight"] = df.iloc[41] assert df.index[49] == "Battery electric vehicles" - ct_totals["electricity light duty road freight"] = df[49] + ct_totals["electricity light duty road freight"] = df.iloc[49] row = "Heavy duty vehicles (Diesel oil incl. biofuels)" ct_totals["total heavy duty road freight"] = df[row] assert df.index[61] == "Passenger cars" - ct_totals["passenger car efficiency"] = df[61] + ct_totals["passenger car efficiency"] = df.iloc[61] df = pd.read_excel(fn_transport, "TrRail_ene", index_col=0)[year] @@ -312,39 +314,39 @@ def idees_per_country(ct, year, base_dir): ct_totals["electricity rail"] = df["Electricity"] assert df.index[15] == "Passenger transport" - ct_totals["total rail passenger"] = df[15] + ct_totals["total rail passenger"] = df.iloc[15] assert df.index[16] == "Metro and tram, urban light rail" assert df.index[19] == "Electric" assert df.index[20] == "High speed passenger trains" - ct_totals["electricity rail passenger"] = df[[16, 19, 20]].sum() + ct_totals["electricity rail passenger"] = df.iloc[[16, 19, 20]].sum() assert df.index[21] == "Freight transport" - ct_totals["total rail freight"] = df[21] + ct_totals["total rail freight"] = df.iloc[21] assert df.index[23] == "Electric" - ct_totals["electricity rail freight"] = df[23] + ct_totals["electricity rail freight"] = df.iloc[23] df = pd.read_excel(fn_transport, "TrAvia_ene", index_col=0)[year] assert df.index[6] == "Passenger transport" - ct_totals["total aviation passenger"] = df[6] + ct_totals["total aviation passenger"] = df.iloc[6] assert df.index[10] == "Freight transport" - ct_totals["total aviation freight"] = df[10] + ct_totals["total aviation freight"] = df.iloc[10] assert df.index[7] == "Domestic" - ct_totals["total domestic aviation passenger"] = df[7] + ct_totals["total domestic aviation passenger"] = df.iloc[7] assert df.index[8] == "International - Intra-EU" assert df.index[9] == "International - Extra-EU" - ct_totals["total international aviation passenger"] = df[[8, 9]].sum() + ct_totals["total international aviation passenger"] = df.iloc[[8, 9]].sum() assert df.index[11] == "Domestic and International - Intra-EU" - ct_totals["total domestic aviation freight"] = df[11] + ct_totals["total domestic aviation freight"] = df.iloc[11] assert df.index[12] == "International - Extra-EU" - ct_totals["total international aviation freight"] = df[12] + ct_totals["total international aviation freight"] = df.iloc[12] ct_totals["total domestic aviation"] = ( ct_totals["total domestic aviation freight"] @@ -364,7 +366,7 @@ def idees_per_country(ct, year, base_dir): df = pd.read_excel(fn_transport, "TrRoad_act", index_col=0)[year] assert df.index[85] == "Passenger cars" - ct_totals["passenger cars"] = df[85] + ct_totals["passenger cars"] = df.iloc[85] return pd.Series(ct_totals, name=ct) From 74cf849ac4b1c054ef32cf720ee95ada52c8ef70 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 29 Dec 2023 12:40:45 +0000 Subject: [PATCH 333/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/build_energy_totals.py | 2 -- 1 file changed, 2 deletions(-) diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index 7c0984be..67b86466 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -210,7 +210,6 @@ def idees_per_country(ct, year, base_dir): assert df.index[50] == "Thermal uses" ct_totals["thermal uses residential"] = df.iloc[50] - # services df = pd.read_excel(fn_tertiary, "SER_hh_fec", index_col=0)[year] @@ -241,7 +240,6 @@ def idees_per_country(ct, year, base_dir): assert df.index[49] == "Derived heat" ct_totals["derived heat services"] = df.iloc[49] - assert df.index[53] == "Thermal uses" ct_totals["thermal uses services"] = df.iloc[53] From 8a11bdb4b132f6803485c01c2d222cad8e9d3c66 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 29 Dec 2023 17:19:19 +0100 Subject: [PATCH 334/608] solve_network: option to inject custom extra functionalities from source file --- config/config.default.yaml | 1 + doc/configtables/solving.csv | 1 + doc/release_notes.rst | 5 +++++ rules/solve_myopic.smk | 3 +++ rules/solve_overnight.smk | 3 +++ rules/solve_perfect.smk | 3 +++ scripts/solve_network.py | 7 +++++++ 7 files changed, 23 insertions(+) diff --git a/config/config.default.yaml b/config/config.default.yaml index a6df173b..0ff742e7 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -627,6 +627,7 @@ solving: skip_iterations: true rolling_horizon: false seed: 123 + custom_extra_functionality: "data/custom_extra_functionality.py" # options that go into the optimize function track_iterations: false min_iterations: 4 diff --git a/doc/configtables/solving.csv b/doc/configtables/solving.csv index 45d50d84..9d47c043 100644 --- a/doc/configtables/solving.csv +++ b/doc/configtables/solving.csv @@ -6,6 +6,7 @@ options,,, -- skip_iterations,bool,"{'true','false'}","Skip iterating, do not update impedances of branches. Defaults to true." -- rolling_horizon,bool,"{'true','false'}","Whether to optimize the network in a rolling horizon manner, where the snapshot range is split into slices of size `horizon` which are solved consecutively." -- seed,--,int,Random seed for increased deterministic behaviour. +-- custom_extra_functionality,--,str,Path to a Python file with custom extra functionality code to be injected into the solving rules of the workflow. -- track_iterations,bool,"{'true','false'}",Flag whether to store the intermediate branch capacities and objective function values are recorded for each iteration in ``network.lines['s_nom_opt_X']`` (where ``X`` labels the iteration) -- min_iterations,--,int,Minimum number of solving iterations in between which resistance and reactence (``x/r``) are updated for branches according to ``s_nom_opt`` of the previous run. -- max_iterations,--,int,Maximum number of solving iterations in between which resistance and reactence (``x/r``) are updated for branches according to ``s_nom_opt`` of the previous run. diff --git a/doc/release_notes.rst b/doc/release_notes.rst index d7931f0e..a7644682 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -54,6 +54,11 @@ Upcoming Release reconnected to the main Ukrainian grid with the configuration option `reconnect_crimea`. +* Add option to reference an additional source file where users can specify + custom ``extra_functionality`` constraints in the configuration file. The + default setting points to an empty hull at + ``data/custom_extra_functionality.py``. + **Bugs and Compatibility** diff --git a/rules/solve_myopic.smk b/rules/solve_myopic.smk index 8a93d24a..217547b9 100644 --- a/rules/solve_myopic.smk +++ b/rules/solve_myopic.smk @@ -88,6 +88,9 @@ rule solve_sector_network_myopic: co2_sequestration_potential=config["sector"].get( "co2_sequestration_potential", 200 ), + custom_extra_functionality=workflow.source_path( + config["solver"]["options"].get("custom_extra_functionality", "") + ), input: network=RESULTS + "prenetworks-brownfield/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", diff --git a/rules/solve_overnight.smk b/rules/solve_overnight.smk index c7700760..8ac56db8 100644 --- a/rules/solve_overnight.smk +++ b/rules/solve_overnight.smk @@ -11,6 +11,9 @@ rule solve_sector_network: co2_sequestration_potential=config["sector"].get( "co2_sequestration_potential", 200 ), + custom_extra_functionality=workflow.source_path( + config["solver"]["options"].get("custom_extra_functionality", "") + ), input: network=RESULTS + "prenetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", diff --git a/rules/solve_perfect.smk b/rules/solve_perfect.smk index ef4e367d..322ced8d 100644 --- a/rules/solve_perfect.smk +++ b/rules/solve_perfect.smk @@ -118,6 +118,9 @@ rule solve_sector_network_perfect: co2_sequestration_potential=config["sector"].get( "co2_sequestration_potential", 200 ), + custom_extra_functionality=workflow.source_path( + config["solver"]["options"].get("custom_extra_functionality", "") + ), input: network=RESULTS + "prenetworks-brownfield/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years.nc", diff --git a/scripts/solve_network.py b/scripts/solve_network.py index ff2a2f23..539c4e72 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -26,7 +26,9 @@ Additionally, some extra constraints specified in :mod:`solve_network` are added the workflow for all scenarios in the configuration file (``scenario:``) based on the rule :mod:`solve_network`. """ +import importlib import logging +import os import re import numpy as np @@ -792,6 +794,11 @@ def extra_functionality(n, snapshots): add_carbon_budget_constraint(n, snapshots) add_retrofit_gas_boiler_constraint(n, snapshots) + if snakemake.params.custom_extra_functionality: + source_path = snakemake.params.custom_extra_functionality + module_name = os.path.splitext(os.path.basename(source_path))[0] + module = importlib.import_module(module_name) + module.custom_extra_functionality(n, snapshots) def solve_network(n, config, solving, opts="", **kwargs): set_of_options = solving["solver"]["options"] From fba320bfa7ae05a86e567426848577d42a25b337 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 29 Dec 2023 16:20:24 +0000 Subject: [PATCH 335/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/solve_network.py | 1 + 1 file changed, 1 insertion(+) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 539c4e72..d79a6342 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -800,6 +800,7 @@ def extra_functionality(n, snapshots): module = importlib.import_module(module_name) module.custom_extra_functionality(n, snapshots) + def solve_network(n, config, solving, opts="", **kwargs): set_of_options = solving["solver"]["options"] cf_solving = solving["options"] From 4b6dd2908324eda4c1722cb9ba41d330df6da443 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 29 Dec 2023 17:23:11 +0100 Subject: [PATCH 336/608] add dummy file and assert path exists --- data/custom_extra_functionality.py | 9 +++++++++ scripts/solve_network.py | 1 + 2 files changed, 10 insertions(+) create mode 100644 data/custom_extra_functionality.py diff --git a/data/custom_extra_functionality.py b/data/custom_extra_functionality.py new file mode 100644 index 00000000..98b0c026 --- /dev/null +++ b/data/custom_extra_functionality.py @@ -0,0 +1,9 @@ +# SPDX-FileCopyrightText: : 2023- The PyPSA-Eur Authors +# +# SPDX-License-Identifier: MIT + +def custom_extra_functionality(n, snapshots): + """ + Add custom extra functionality constraints. + """ + pass diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 539c4e72..ed28c51c 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -796,6 +796,7 @@ def extra_functionality(n, snapshots): if snakemake.params.custom_extra_functionality: source_path = snakemake.params.custom_extra_functionality + assert os.path.exists(source_path), f"{source_path} does not exist" module_name = os.path.splitext(os.path.basename(source_path))[0] module = importlib.import_module(module_name) module.custom_extra_functionality(n, snapshots) From 876a28b688719273cc8fd9531845ae78c0e7edbe Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 29 Dec 2023 16:23:52 +0000 Subject: [PATCH 337/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- data/custom_extra_functionality.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/data/custom_extra_functionality.py b/data/custom_extra_functionality.py index 98b0c026..0ac24cea 100644 --- a/data/custom_extra_functionality.py +++ b/data/custom_extra_functionality.py @@ -1,7 +1,9 @@ +# -*- coding: utf-8 -*- # SPDX-FileCopyrightText: : 2023- The PyPSA-Eur Authors # # SPDX-License-Identifier: MIT + def custom_extra_functionality(n, snapshots): """ Add custom extra functionality constraints. From a5ba2565a0abfcbe84d25c75a66fd2639bf08ca1 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 29 Dec 2023 17:30:03 +0100 Subject: [PATCH 338/608] correct config location --- rules/solve_myopic.smk | 2 +- rules/solve_overnight.smk | 2 +- rules/solve_perfect.smk | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/rules/solve_myopic.smk b/rules/solve_myopic.smk index 217547b9..afa8ad2c 100644 --- a/rules/solve_myopic.smk +++ b/rules/solve_myopic.smk @@ -89,7 +89,7 @@ rule solve_sector_network_myopic: "co2_sequestration_potential", 200 ), custom_extra_functionality=workflow.source_path( - config["solver"]["options"].get("custom_extra_functionality", "") + config["solving"]["options"].get("custom_extra_functionality", "") ), input: network=RESULTS diff --git a/rules/solve_overnight.smk b/rules/solve_overnight.smk index 8ac56db8..fc2f74df 100644 --- a/rules/solve_overnight.smk +++ b/rules/solve_overnight.smk @@ -12,7 +12,7 @@ rule solve_sector_network: "co2_sequestration_potential", 200 ), custom_extra_functionality=workflow.source_path( - config["solver"]["options"].get("custom_extra_functionality", "") + config["solving"]["options"].get("custom_extra_functionality", "") ), input: network=RESULTS diff --git a/rules/solve_perfect.smk b/rules/solve_perfect.smk index 322ced8d..63be5cc1 100644 --- a/rules/solve_perfect.smk +++ b/rules/solve_perfect.smk @@ -119,7 +119,7 @@ rule solve_sector_network_perfect: "co2_sequestration_potential", 200 ), custom_extra_functionality=workflow.source_path( - config["solver"]["options"].get("custom_extra_functionality", "") + config["solving"]["options"].get("custom_extra_functionality", "") ), input: network=RESULTS From 79ca64382b56e69315e641c9441e7a036a97313a Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Sun, 31 Dec 2023 14:15:37 +0100 Subject: [PATCH 339/608] correct path for custom_extra_functionality --- config/config.default.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 0ff742e7..b8945f75 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -627,7 +627,7 @@ solving: skip_iterations: true rolling_horizon: false seed: 123 - custom_extra_functionality: "data/custom_extra_functionality.py" + custom_extra_functionality: "../data/custom_extra_functionality.py" # options that go into the optimize function track_iterations: false min_iterations: 4 From adf2c96dc13deb0b4cb3df077e3c552a3dbcddd1 Mon Sep 17 00:00:00 2001 From: Jess <122939887+jessLryan@users.noreply.github.com> Date: Mon, 1 Jan 2024 12:14:38 +0000 Subject: [PATCH 340/608] Update index.rst fixed 2 broken links --- doc/index.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/index.rst b/doc/index.rst index d30dd8b9..909a96a2 100644 --- a/doc/index.rst +++ b/doc/index.rst @@ -116,7 +116,7 @@ of the individual parts. topics we are working on. Please feel free to help or make suggestions. This project is currently maintained by the `Department of Digital -Transformation in Energy Systems `_ at the +Transformation in Energy Systems `_ at the `Technische Universität Berlin `_. Previous versions were developed within the `IAI `_ at the `Karlsruhe Institute of Technology (KIT) `_ which was funded by From f28e9b47d26cc108c99103c3ce63b34d0ed2011d Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 2 Jan 2024 16:00:41 +0100 Subject: [PATCH 341/608] add custom_extra_functionality param to solve_electricity rule --- rules/solve_electricity.smk | 3 +++ 1 file changed, 3 insertions(+) diff --git a/rules/solve_electricity.smk b/rules/solve_electricity.smk index c396ebd5..2c956097 100644 --- a/rules/solve_electricity.smk +++ b/rules/solve_electricity.smk @@ -11,6 +11,9 @@ rule solve_network: co2_sequestration_potential=config["sector"].get( "co2_sequestration_potential", 200 ), + custom_extra_functionality=workflow.source_path( + config["solving"]["options"].get("custom_extra_functionality", "") + ), input: network=RESOURCES + "networks/elec_s{simpl}_{clusters}_ec_l{ll}_{opts}.nc", config=RESULTS + "config.yaml", From 340bf778498a4a6ceffe246b8ab3245a9ccc84f7 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 2 Jan 2024 16:01:28 +0100 Subject: [PATCH 342/608] clarify that source_path is relative to directory --- doc/configtables/solving.csv | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/configtables/solving.csv b/doc/configtables/solving.csv index 9d47c043..dcff54e4 100644 --- a/doc/configtables/solving.csv +++ b/doc/configtables/solving.csv @@ -6,7 +6,7 @@ options,,, -- skip_iterations,bool,"{'true','false'}","Skip iterating, do not update impedances of branches. Defaults to true." -- rolling_horizon,bool,"{'true','false'}","Whether to optimize the network in a rolling horizon manner, where the snapshot range is split into slices of size `horizon` which are solved consecutively." -- seed,--,int,Random seed for increased deterministic behaviour. --- custom_extra_functionality,--,str,Path to a Python file with custom extra functionality code to be injected into the solving rules of the workflow. +-- custom_extra_functionality,--,str,Path to a Python file with custom extra functionality code to be injected into the solving rules of the workflow relative to ``rules`` directory. -- track_iterations,bool,"{'true','false'}",Flag whether to store the intermediate branch capacities and objective function values are recorded for each iteration in ``network.lines['s_nom_opt_X']`` (where ``X`` labels the iteration) -- min_iterations,--,int,Minimum number of solving iterations in between which resistance and reactence (``x/r``) are updated for branches according to ``s_nom_opt`` of the previous run. -- max_iterations,--,int,Maximum number of solving iterations in between which resistance and reactence (``x/r``) are updated for branches according to ``s_nom_opt`` of the previous run. From 1b569dde1bcbcd32175d41b0ba3ed265e76a1aad Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Tue, 2 Jan 2024 16:02:10 +0100 Subject: [PATCH 343/608] move code for national CO2 budgets out of extra_functionality This can be added by derived workflows like PyPSA-Eur via additional_functionality. Changed additional_functionality to pass snakemake rather than wildcards and config separately. This gives maximal flexibility. --- config/config.default.yaml | 17 ------ scripts/solve_network.py | 110 +------------------------------------ 2 files changed, 1 insertion(+), 126 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index c1e7ed0f..6d2ebd9f 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -84,22 +84,6 @@ co2_budget: 2045: 0.032 2050: 0.000 -co2_budget_national: - 2030: - 'DE': 0.350 - 'AT': 0.450 - 'BE': 0.450 - 'CH': 0.450 - 'CZ': 0.450 - 'DK': 0.450 - 'FR': 0.450 - 'GB': 0.450 - 'LU': 0.450 - 'NL': 0.450 - 'NO': 0.450 - 'PL': 0.450 - 'SE': 0.450 - # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#electricity electricity: voltages: [220., 300., 380.] @@ -470,7 +454,6 @@ sector: hydrogen_turbine: false SMR: true SMR_cc: true - co2_budget_national: false regional_methanol_demand: false #set to true if regional CO2 constraints needed regional_oil_demand: false #set to true if regional CO2 constraints needed regional_co2_sequestration_potential: diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 6f88b904..433b175b 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -41,9 +41,6 @@ logger = logging.getLogger(__name__) pypsa.pf.logger.setLevel(logging.WARNING) from pypsa.descriptors import get_switchable_as_dense as get_as_dense -from prepare_sector_network import emission_sectors_from_opts - - def add_land_use_constraint(n, planning_horizons, config): if "m" in snakemake.wildcards.clusters: @@ -765,100 +762,6 @@ def add_pipe_retrofit_constraint(n): n.model.add_constraints(lhs == rhs, name="Link-pipe_retrofit") -def add_co2limit_country(n, limit_countries, nyears=1.0): - """ - Add a set of emissions limit constraints for specified countries. - - The countries and emissions limits are specified in the config file entry 'co2_budget_country_{investment_year}'. - - Parameters - ---------- - n : pypsa.Network - config : dict - limit_countries : dict - nyears: float, optional - Used to scale the emissions constraint to the number of snapshots of the base network. - """ - logger.info(f"Adding CO2 budget limit for each country as per unit of 1990 levels") - - countries = n.config["countries"] - - # TODO: import function from prepare_sector_network? Move to common place? - sectors = emission_sectors_from_opts(opts) - - # convert Mt to tCO2 - co2_totals = 1e6 * pd.read_csv(snakemake.input.co2_totals_name, index_col=0) - - co2_limit_countries = co2_totals.loc[countries, sectors].sum(axis=1) - co2_limit_countries = co2_limit_countries.loc[co2_limit_countries.index.isin(limit_countries.keys())] - - co2_limit_countries *= co2_limit_countries.index.map(limit_countries) * nyears - - p = n.model["Link-p"] # dimension: (time, component) - - # NB: Most country-specific links retain their locational information in bus1 (except for DAC, where it is in bus2, and process emissions, where it is in bus0) - country = n.links.bus1.map(n.buses.location).map(n.buses.country) - country_DAC = ( - n.links[n.links.carrier == "DAC"] - .bus2.map(n.buses.location) - .map(n.buses.country) - ) - country[country_DAC.index] = country_DAC - country_process_emissions = ( - n.links[n.links.carrier.str.contains("process emissions")] - .bus0.map(n.buses.location) - .map(n.buses.country) - ) - country[country_process_emissions.index] = country_process_emissions - - lhs = [] - for port in [col[3:] for col in n.links if col.startswith("bus")]: - if port == str(0): - efficiency = ( - n.links["efficiency"].apply(lambda x: -1.0).rename("efficiency0") - ) - elif port == str(1): - efficiency = n.links["efficiency"] - else: - efficiency = n.links[f"efficiency{port}"] - mask = n.links[f"bus{port}"].map(n.buses.carrier).eq("co2") - - idx = n.links[mask].index - - international = n.links.carrier.map( - lambda x: 0.4 if x in ["kerosene for aviation", "shipping oil"] else 1.0 - ) - grouping = country.loc[idx] - - if not grouping.isnull().all(): - expr = ( - ((p.loc[:, idx] * efficiency[idx] * international[idx]) - .groupby(grouping, axis=1) - .sum() - *n.snapshot_weightings.generators - ) - .sum(dims="snapshot") - ) - lhs.append(expr) - - lhs = sum(lhs) # dimension: (country) - lhs = lhs.rename({list(lhs.dims.keys())[0]: "snapshot"}) - rhs = pd.Series(co2_limit_countries) # dimension: (country) - - for ct in lhs.indexes["snapshot"]: - n.model.add_constraints( - lhs.loc[ct] <= rhs[ct], - name=f"GlobalConstraint-co2_limit_per_country{ct}", - ) - n.add( - "GlobalConstraint", - f"co2_limit_per_country{ct}", - constant=rhs[ct], - sense="<=", - type="", - ) - - def extra_functionality(n, snapshots): """ Collects supplementary constraints which will be passed to @@ -889,23 +792,12 @@ def extra_functionality(n, snapshots): add_carbon_budget_constraint(n, snapshots) add_retrofit_gas_boiler_constraint(n, snapshots) - if n.config["sector"]["co2_budget_national"]: - # prepare co2 constraint - nhours = n.snapshot_weightings.generators.sum() - nyears = nhours / 8760 - investment_year = int(snakemake.wildcards.planning_horizons[-4:]) - limit_countries = snakemake.config["co2_budget_national"][investment_year] - - # add co2 constraint for each country - logger.info(f"Add CO2 limit for each country") - add_co2limit_country(n, limit_countries, nyears) - if "additional_functionality" in snakemake.input.keys(): import importlib, os, sys sys.path.append(os.path.dirname(snakemake.input.additional_functionality)) additional_functionality = importlib.import_module(os.path.splitext(os.path.basename(snakemake.input.additional_functionality))[0]) - additional_functionality.additional_functionality(n, snapshots, snakemake.wildcards, config) + additional_functionality.additional_functionality(n, snapshots, snakemake) def solve_network(n, config, solving, opts="", **kwargs): From f494dd85b969f9491a2d9bf81ea98008452440a7 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 2 Jan 2024 15:21:49 +0000 Subject: [PATCH 344/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/add_brownfield.py | 31 ++++++++------ scripts/prepare_sector_network.py | 69 ++++++++++++++++++++----------- scripts/solve_network.py | 11 ++++- 3 files changed, 73 insertions(+), 38 deletions(-) diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index fb1453fd..ffdaf46b 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -119,32 +119,39 @@ def add_brownfield(n, n_p, year): n.links.loc[new_pipes, "p_nom"] = 0.0 n.links.loc[new_pipes, "p_nom_min"] = 0.0 + def disable_grid_expansion_if_LV_limit_hit(n): if not "lv_limit" in n.global_constraints.index: return - #calculate minimum LV + # calculate minimum LV attr = "nom_min" dc = n.links.index[n.links.carrier == "DC"] - tot = (n.lines["s_" + attr]*n.lines["length"]).sum() + (n.links.loc[dc,"p_" + attr]*n.links.loc[dc,"length"]).sum() + tot = (n.lines["s_" + attr] * n.lines["length"]).sum() + ( + n.links.loc[dc, "p_" + attr] * n.links.loc[dc, "length"] + ).sum() - diff = n.global_constraints.at["lv_limit","constant"]-tot + diff = n.global_constraints.at["lv_limit", "constant"] - tot - #allow small numerical differences + # allow small numerical differences limit = 1 if diff < limit: - logger.info(f"LV is already reached (gap {diff}), disabling expansion and LV limit") + logger.info( + f"LV is already reached (gap {diff}), disabling expansion and LV limit" + ) expandable_acs = n.lines.index[n.lines.s_nom_extendable] - n.lines.loc[expandable_acs,"s_nom_extendable"] = False - n.lines.loc[expandable_acs,"s_nom"] = n.lines.loc[expandable_acs,"s_nom_min"] + n.lines.loc[expandable_acs, "s_nom_extendable"] = False + n.lines.loc[expandable_acs, "s_nom"] = n.lines.loc[expandable_acs, "s_nom_min"] - expandable_dcs = n.links.index[n.links.p_nom_extendable & (n.links.carrier == "DC")] - n.links.loc[expandable_dcs,"p_nom_extendable"] = False - n.links.loc[expandable_dcs,"p_nom"] = n.links.loc[expandable_dcs,"p_nom_min"] + expandable_dcs = n.links.index[ + n.links.p_nom_extendable & (n.links.carrier == "DC") + ] + n.links.loc[expandable_dcs, "p_nom_extendable"] = False + n.links.loc[expandable_dcs, "p_nom"] = n.links.loc[expandable_dcs, "p_nom_min"] + + n.global_constraints.drop("lv_limit", inplace=True) - n.global_constraints.drop("lv_limit", - inplace=True) if __name__ == "__main__": if "snakemake" not in globals(): diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index b5a0c0d5..f1ddce2d 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -128,8 +128,8 @@ def define_spatial(nodes, options): # methanol - #beware: unlike other carriers, uses locations rather than locations+carriername - #this allows to avoid separation between nodes and locations + # beware: unlike other carriers, uses locations rather than locations+carriername + # this allows to avoid separation between nodes and locations spatial.methanol = SimpleNamespace() @@ -1595,10 +1595,16 @@ def add_land_transport(n, costs): ice_efficiency = options["transport_internal_combustion_efficiency"] - p_set_land_transport_oil = ice_share / ice_efficiency * transport[nodes].rename(columns=lambda x: x + " land transport oil") + p_set_land_transport_oil = ( + ice_share + / ice_efficiency + * transport[nodes].rename(columns=lambda x: x + " land transport oil") + ) if not options["regional_oil_demand"]: - p_set_land_transport_oil = p_set_land_transport_oil.sum(axis=1).to_frame(name="EU land transport oil") + p_set_land_transport_oil = p_set_land_transport_oil.sum(axis=1).to_frame( + name="EU land transport oil" + ) n.madd( "Bus", @@ -2454,7 +2460,7 @@ def add_industry(n, costs): efficiency=1.0, ) - if len(spatial.biomass.industry_cc)<=1 and len(spatial.co2.nodes)>1: + if len(spatial.biomass.industry_cc) <= 1 and len(spatial.co2.nodes) > 1: link_names = nodes + " " + spatial.biomass.industry_cc else: link_names = spatial.biomass.industry_cc @@ -2650,7 +2656,11 @@ def add_industry(n, costs): options["shipping_oil_efficiency"] / options["shipping_methanol_efficiency"] ) - p_set_methanol = shipping_methanol_share * p_set.rename(lambda x : x + " shipping methanol") * efficiency + p_set_methanol = ( + shipping_methanol_share + * p_set.rename(lambda x: x + " shipping methanol") + * efficiency + ) if not options["regional_methanol_demand"]: p_set_methanol = p_set_methanol.sum() @@ -2679,7 +2689,10 @@ def add_industry(n, costs): bus2="co2 atmosphere", carrier="shipping methanol", p_nom_extendable=True, - efficiency2=1 / options["MWh_MeOH_per_tCO2"], # CO2 intensity methanol based on stoichiometric calculation with 22.7 GJ/t methanol (32 g/mol), CO2 (44 g/mol), 277.78 MWh/TJ = 0.218 t/MWh + efficiency2=1 + / options[ + "MWh_MeOH_per_tCO2" + ], # CO2 intensity methanol based on stoichiometric calculation with 22.7 GJ/t methanol (32 g/mol), CO2 (44 g/mol), 277.78 MWh/TJ = 0.218 t/MWh ) if "oil" not in n.buses.carrier.unique(): @@ -2714,7 +2727,6 @@ def add_industry(n, costs): ) if shipping_oil_share: - p_set_oil = shipping_oil_share * p_set.rename(lambda x: x + " shipping oil") if not options["regional_oil_demand"]: @@ -2793,7 +2805,13 @@ def add_industry(n, costs): if demand_factor != 1: logger.warning(f"Changing HVC demand by {demand_factor*100-100:+.2f}%.") - p_set_plastics = demand_factor * industrial_demand.loc[nodes, "naphtha"].rename(lambda x: x + " naphtha for industry") / nhours + p_set_plastics = ( + demand_factor + * industrial_demand.loc[nodes, "naphtha"].rename( + lambda x: x + " naphtha for industry" + ) + / nhours + ) if not options["regional_oil_demand"]: p_set_plastics = p_set_plastics.sum() @@ -2816,7 +2834,10 @@ def add_industry(n, costs): # some CO2 from naphtha are process emissions from steam cracker # rest of CO2 released to atmosphere either in waste-to-energy or decay - process_co2_per_naphtha = industrial_demand.loc[nodes, "process emission from feedstock"].sum() / industrial_demand.loc[nodes, "naphtha"].sum() + process_co2_per_naphtha = ( + industrial_demand.loc[nodes, "process emission from feedstock"].sum() + / industrial_demand.loc[nodes, "naphtha"].sum() + ) emitted_co2_per_naphtha = costs.at["oil", "CO2 intensity"] - process_co2_per_naphtha n.madd( @@ -2840,11 +2861,11 @@ def add_industry(n, costs): all_aviation = ["total international aviation", "total domestic aviation"] p_set = ( - demand_factor - * pop_weighted_energy_totals.loc[nodes, all_aviation].sum(axis=1) - * 1e6 - / nhours - ).rename(lambda x: x + " kerosene for aviation") + demand_factor + * pop_weighted_energy_totals.loc[nodes, all_aviation].sum(axis=1) + * 1e6 + / nhours + ).rename(lambda x: x + " kerosene for aviation") if not options["regional_oil_demand"]: p_set = p_set.sum() @@ -3095,9 +3116,9 @@ def add_agriculture(n, costs): f"Total agriculture machinery shares sum up to {total_share:.2%}, corresponding to increased or decreased demand assumptions." ) - machinery_nodal_energy = pop_weighted_energy_totals.loc[ - nodes, "total agriculture machinery" - ] * 1e6 + machinery_nodal_energy = ( + pop_weighted_energy_totals.loc[nodes, "total agriculture machinery"] * 1e6 + ) if electric_share > 0: efficiency_gain = ( @@ -3111,15 +3132,15 @@ def add_agriculture(n, costs): suffix=" agriculture machinery electric", bus=nodes, carrier="agriculture machinery electric", - p_set=electric_share - / efficiency_gain - * machinery_nodal_energy - / nhours, + p_set=electric_share / efficiency_gain * machinery_nodal_energy / nhours, ) if oil_share > 0: - - p_set = oil_share * machinery_nodal_energy.rename(lambda x: x + " agriculture machinery oil") / nhours + p_set = ( + oil_share + * machinery_nodal_energy.rename(lambda x: x + " agriculture machinery oil") + / nhours + ) if not options["regional_oil_demand"]: p_set = p_set.sum() diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 433b175b..4bdbb543 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -793,9 +793,16 @@ def extra_functionality(n, snapshots): add_retrofit_gas_boiler_constraint(n, snapshots) if "additional_functionality" in snakemake.input.keys(): - import importlib, os, sys + import importlib + import os + import sys + sys.path.append(os.path.dirname(snakemake.input.additional_functionality)) - additional_functionality = importlib.import_module(os.path.splitext(os.path.basename(snakemake.input.additional_functionality))[0]) + additional_functionality = importlib.import_module( + os.path.splitext( + os.path.basename(snakemake.input.additional_functionality) + )[0] + ) additional_functionality.additional_functionality(n, snapshots, snakemake) From e3539b0e69cb753e01af5b1c9e3538087b72165e Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 2 Jan 2024 16:31:16 +0100 Subject: [PATCH 345/608] heat vent: add bus --- scripts/prepare_sector_network.py | 1 + 1 file changed, 1 insertion(+) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index d5ca27a7..329560c7 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1697,6 +1697,7 @@ def add_heat(n, costs): n.madd( "Generator", nodes[name] + f" {name} heat vent", + bus=nodes[name] + f" {name} heat", location=nodes[name], carrier=name + " heat vent", p_nom_extendable=True, From 30c1a1c857b01e944284d984c540a86e882a2258 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 2 Jan 2024 16:31:48 +0100 Subject: [PATCH 346/608] address deprecation warnings --- config/config.default.yaml | 3 ++ scripts/build_biomass_potentials.py | 2 +- scripts/build_energy_totals.py | 56 ++++++++++++++--------------- scripts/build_line_rating.py | 2 +- scripts/build_retro_cost.py | 5 ++- scripts/build_ship_raster.py | 2 +- scripts/prepare_sector_network.py | 10 +++--- 7 files changed, 41 insertions(+), 39 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index a6df173b..37664ad6 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -158,6 +158,7 @@ renewable: resource: method: wind turbine: Vestas_V112_3MW + add_cutout_windspeed: true capacity_per_sqkm: 3 # correction_factor: 0.93 corine: @@ -173,6 +174,7 @@ renewable: resource: method: wind turbine: NREL_ReferenceTurbine_5MW_offshore + add_cutout_windspeed: true capacity_per_sqkm: 2 correction_factor: 0.8855 corine: [44, 255] @@ -188,6 +190,7 @@ renewable: resource: method: wind turbine: NREL_ReferenceTurbine_5MW_offshore + add_cutout_windspeed: true capacity_per_sqkm: 2 correction_factor: 0.8855 corine: [44, 255] diff --git a/scripts/build_biomass_potentials.py b/scripts/build_biomass_potentials.py index d7c467cf..aae1fb98 100644 --- a/scripts/build_biomass_potentials.py +++ b/scripts/build_biomass_potentials.py @@ -134,7 +134,7 @@ def disaggregate_nuts0(bio): # get population in nuts2 pop_nuts2 = pop.loc[pop.index.str.len() == 4] by_country = pop_nuts2.total.groupby(pop_nuts2.ct).sum() - pop_nuts2["fraction"] = pop_nuts2.total / pop_nuts2.ct.map(by_country) + pop_nuts2.loc[:, "fraction"] = pop_nuts2.total / pop_nuts2.ct.map(by_country) # distribute nuts0 data to nuts2 by population bio_nodal = bio.loc[pop_nuts2.ct] diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index 6f9585c1..67b86466 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -189,12 +189,12 @@ def idees_per_country(ct, year, base_dir): ct_totals["total residential water"] = df.at["Water heating"] assert df.index[23] == "Electricity" - ct_totals["electricity residential water"] = df[23] + ct_totals["electricity residential water"] = df.iloc[23] ct_totals["total residential cooking"] = df["Cooking"] assert df.index[30] == "Electricity" - ct_totals["electricity residential cooking"] = df[30] + ct_totals["electricity residential cooking"] = df.iloc[30] df = pd.read_excel(fn_residential, "RES_summary", index_col=0)[year] @@ -202,13 +202,13 @@ def idees_per_country(ct, year, base_dir): ct_totals["total residential"] = df[row] assert df.index[47] == "Electricity" - ct_totals["electricity residential"] = df[47] + ct_totals["electricity residential"] = df.iloc[47] assert df.index[46] == "Derived heat" - ct_totals["derived heat residential"] = df[46] + ct_totals["derived heat residential"] = df.iloc[46] assert df.index[50] == "Thermal uses" - ct_totals["thermal uses residential"] = df[50] + ct_totals["thermal uses residential"] = df.iloc[50] # services @@ -222,12 +222,12 @@ def idees_per_country(ct, year, base_dir): ct_totals["total services water"] = df["Hot water"] assert df.index[24] == "Electricity" - ct_totals["electricity services water"] = df[24] + ct_totals["electricity services water"] = df.iloc[24] ct_totals["total services cooking"] = df["Catering"] assert df.index[31] == "Electricity" - ct_totals["electricity services cooking"] = df[31] + ct_totals["electricity services cooking"] = df.iloc[31] df = pd.read_excel(fn_tertiary, "SER_summary", index_col=0)[year] @@ -235,13 +235,13 @@ def idees_per_country(ct, year, base_dir): ct_totals["total services"] = df[row] assert df.index[50] == "Electricity" - ct_totals["electricity services"] = df[50] + ct_totals["electricity services"] = df.iloc[50] assert df.index[49] == "Derived heat" - ct_totals["derived heat services"] = df[49] + ct_totals["derived heat services"] = df.iloc[49] assert df.index[53] == "Thermal uses" - ct_totals["thermal uses services"] = df[53] + ct_totals["thermal uses services"] = df.iloc[53] # agriculture, forestry and fishing @@ -282,28 +282,28 @@ def idees_per_country(ct, year, base_dir): ct_totals["total two-wheel"] = df["Powered 2-wheelers (Gasoline)"] assert df.index[19] == "Passenger cars" - ct_totals["total passenger cars"] = df[19] + ct_totals["total passenger cars"] = df.iloc[19] assert df.index[30] == "Battery electric vehicles" - ct_totals["electricity passenger cars"] = df[30] + ct_totals["electricity passenger cars"] = df.iloc[30] assert df.index[31] == "Motor coaches, buses and trolley buses" - ct_totals["total other road passenger"] = df[31] + ct_totals["total other road passenger"] = df.iloc[31] assert df.index[39] == "Battery electric vehicles" - ct_totals["electricity other road passenger"] = df[39] + ct_totals["electricity other road passenger"] = df.iloc[39] assert df.index[41] == "Light duty vehicles" - ct_totals["total light duty road freight"] = df[41] + ct_totals["total light duty road freight"] = df.iloc[41] assert df.index[49] == "Battery electric vehicles" - ct_totals["electricity light duty road freight"] = df[49] + ct_totals["electricity light duty road freight"] = df.iloc[49] row = "Heavy duty vehicles (Diesel oil incl. biofuels)" ct_totals["total heavy duty road freight"] = df[row] assert df.index[61] == "Passenger cars" - ct_totals["passenger car efficiency"] = df[61] + ct_totals["passenger car efficiency"] = df.iloc[61] df = pd.read_excel(fn_transport, "TrRail_ene", index_col=0)[year] @@ -312,39 +312,39 @@ def idees_per_country(ct, year, base_dir): ct_totals["electricity rail"] = df["Electricity"] assert df.index[15] == "Passenger transport" - ct_totals["total rail passenger"] = df[15] + ct_totals["total rail passenger"] = df.iloc[15] assert df.index[16] == "Metro and tram, urban light rail" assert df.index[19] == "Electric" assert df.index[20] == "High speed passenger trains" - ct_totals["electricity rail passenger"] = df[[16, 19, 20]].sum() + ct_totals["electricity rail passenger"] = df.iloc[[16, 19, 20]].sum() assert df.index[21] == "Freight transport" - ct_totals["total rail freight"] = df[21] + ct_totals["total rail freight"] = df.iloc[21] assert df.index[23] == "Electric" - ct_totals["electricity rail freight"] = df[23] + ct_totals["electricity rail freight"] = df.iloc[23] df = pd.read_excel(fn_transport, "TrAvia_ene", index_col=0)[year] assert df.index[6] == "Passenger transport" - ct_totals["total aviation passenger"] = df[6] + ct_totals["total aviation passenger"] = df.iloc[6] assert df.index[10] == "Freight transport" - ct_totals["total aviation freight"] = df[10] + ct_totals["total aviation freight"] = df.iloc[10] assert df.index[7] == "Domestic" - ct_totals["total domestic aviation passenger"] = df[7] + ct_totals["total domestic aviation passenger"] = df.iloc[7] assert df.index[8] == "International - Intra-EU" assert df.index[9] == "International - Extra-EU" - ct_totals["total international aviation passenger"] = df[[8, 9]].sum() + ct_totals["total international aviation passenger"] = df.iloc[[8, 9]].sum() assert df.index[11] == "Domestic and International - Intra-EU" - ct_totals["total domestic aviation freight"] = df[11] + ct_totals["total domestic aviation freight"] = df.iloc[11] assert df.index[12] == "International - Extra-EU" - ct_totals["total international aviation freight"] = df[12] + ct_totals["total international aviation freight"] = df.iloc[12] ct_totals["total domestic aviation"] = ( ct_totals["total domestic aviation freight"] @@ -364,7 +364,7 @@ def idees_per_country(ct, year, base_dir): df = pd.read_excel(fn_transport, "TrRoad_act", index_col=0)[year] assert df.index[85] == "Passenger cars" - ct_totals["passenger cars"] = df[85] + ct_totals["passenger cars"] = df.iloc[85] return pd.Series(ct_totals, name=ct) diff --git a/scripts/build_line_rating.py b/scripts/build_line_rating.py index 032ba39c..c53d2899 100755 --- a/scripts/build_line_rating.py +++ b/scripts/build_line_rating.py @@ -119,7 +119,7 @@ def calculate_line_rating(n, cutout): .apply(lambda x: int(re.findall(r"(\d+)-bundle", x)[0])) ) # Set default number of bundles per line - relevant_lines["n_bundle"].fillna(1, inplace=True) + relevant_lines["n_bundle"] = relevant_lines["n_bundle"].fillna(1) R *= relevant_lines["n_bundle"] R = calculate_resistance(T=353, R_ref=R) Imax = cutout.line_rating(shapes, R, D=0.0218, Ts=353, epsilon=0.8, alpha=0.8) diff --git a/scripts/build_retro_cost.py b/scripts/build_retro_cost.py index f5313c21..03c46651 100644 --- a/scripts/build_retro_cost.py +++ b/scripts/build_retro_cost.py @@ -836,8 +836,7 @@ def calculate_heat_losses(u_values, data_tabula, l_strength, temperature_factor) F_red_temp = map_to_lstrength(l_strength, F_red_temp) Q_ht = ( - heat_transfer_perm2.groupby(level=1, axis=1) - .sum() + heat_transfer_perm2.T.groupby(level=1).sum().T .mul(F_red_temp.droplevel(0, axis=1)) .mul(temperature_factor.reindex(heat_transfer_perm2.index, level=0), axis=0) ) @@ -878,7 +877,7 @@ def calculate_gain_utilisation_factor(heat_transfer_perm2, Q_ht, Q_gain): Calculates gain utilisation factor nu. """ # time constant of the building tau [h] = c_m [Wh/(m^2K)] * 1 /(H_tr_e+H_tb*H_ve) [m^2 K /W] - tau = c_m / heat_transfer_perm2.groupby(level=1, axis=1).sum() + tau = c_m / heat_transfer_perm2.T.groupby(axis=1).sum().T alpha = alpha_H_0 + (tau / tau_H_0) # heat balance ratio gamma = (1 / Q_ht).mul(Q_gain.sum(axis=1), axis=0) diff --git a/scripts/build_ship_raster.py b/scripts/build_ship_raster.py index 90e006b0..02f4d5d5 100644 --- a/scripts/build_ship_raster.py +++ b/scripts/build_ship_raster.py @@ -64,7 +64,7 @@ if __name__ == "__main__": with zipfile.ZipFile(snakemake.input.ship_density) as zip_f: zip_f.extract("shipdensity_global.tif") with rioxarray.open_rasterio("shipdensity_global.tif") as ship_density: - ship_density = ship_density.drop(["band"]).sel( + ship_density = ship_density.drop_vars(["band"]).sel( x=slice(min(xs), max(Xs)), y=slice(max(Ys), min(ys)) ) ship_density.rio.to_raster(snakemake.output[0]) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 329560c7..b3a706d8 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1630,7 +1630,7 @@ def build_heat_demand(n): electric_nodes = n.loads.index[n.loads.carrier == "electricity"] n.loads_t.p_set[electric_nodes] = ( n.loads_t.p_set[electric_nodes] - - electric_heat_supply.groupby(level=1, axis=1).sum()[electric_nodes] + - electric_heat_supply.T.groupby(level=1).sum().T[electric_nodes] ) return heat_demand @@ -1724,15 +1724,15 @@ def add_heat(n, costs): if sector in name: heat_load = ( heat_demand[[sector + " water", sector + " space"]] - .groupby(level=1, axis=1) - .sum()[nodes[name]] + .T.groupby(level=1) + .sum().T[nodes[name]] .multiply(factor) ) if name == "urban central": heat_load = ( - heat_demand.groupby(level=1, axis=1) - .sum()[nodes[name]] + heat_demand.T.groupby(level=1) + .sum().T[nodes[name]] .multiply( factor * (1 + options["district_heating"]["district_heating_loss"]) ) From e580ac85d962e0ef9d24716125655a0e59712f8e Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 2 Jan 2024 15:33:08 +0000 Subject: [PATCH 347/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/build_retro_cost.py | 5 +++-- scripts/prepare_sector_network.py | 6 ++++-- 2 files changed, 7 insertions(+), 4 deletions(-) diff --git a/scripts/build_retro_cost.py b/scripts/build_retro_cost.py index 03c46651..3ca2b174 100644 --- a/scripts/build_retro_cost.py +++ b/scripts/build_retro_cost.py @@ -836,8 +836,9 @@ def calculate_heat_losses(u_values, data_tabula, l_strength, temperature_factor) F_red_temp = map_to_lstrength(l_strength, F_red_temp) Q_ht = ( - heat_transfer_perm2.T.groupby(level=1).sum().T - .mul(F_red_temp.droplevel(0, axis=1)) + heat_transfer_perm2.T.groupby(level=1) + .sum() + .T.mul(F_red_temp.droplevel(0, axis=1)) .mul(temperature_factor.reindex(heat_transfer_perm2.index, level=0), axis=0) ) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index b3a706d8..2480754c 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1725,14 +1725,16 @@ def add_heat(n, costs): heat_load = ( heat_demand[[sector + " water", sector + " space"]] .T.groupby(level=1) - .sum().T[nodes[name]] + .sum() + .T[nodes[name]] .multiply(factor) ) if name == "urban central": heat_load = ( heat_demand.T.groupby(level=1) - .sum().T[nodes[name]] + .sum() + .T[nodes[name]] .multiply( factor * (1 + options["district_heating"]["district_heating_loss"]) ) From f2a636c62cbc3dca93eaf7df7ad6686012f1e8da Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 2 Jan 2024 18:12:49 +0100 Subject: [PATCH 348/608] bugfix: correct unit of capital_cost of Haber-Bosch --- scripts/prepare_sector_network.py | 10 ++++------ 1 file changed, 4 insertions(+), 6 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 2480754c..ac0b618b 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -796,6 +796,8 @@ def add_ammonia(n, costs): "Bus", spatial.ammonia.nodes, location=spatial.ammonia.locations, carrier="NH3" ) + MWh_elec_per_MWh_NH3 = cf_industry["MWh_elec_per_tNH3_electrolysis"] / cf_industry["MWh_NH3_per_tNH3"] + n.madd( "Link", nodes, @@ -805,14 +807,10 @@ def add_ammonia(n, costs): bus2=nodes + " H2", p_nom_extendable=True, carrier="Haber-Bosch", - efficiency=1 - / ( - cf_industry["MWh_elec_per_tNH3_electrolysis"] - / cf_industry["MWh_NH3_per_tNH3"] - ), # output: MW_NH3 per MW_elec + efficiency=1 / MWh_elec_per_MWh_NH3, efficiency2=-cf_industry["MWh_H2_per_tNH3_electrolysis"] / cf_industry["MWh_elec_per_tNH3_electrolysis"], # input: MW_H2 per MW_elec - capital_cost=costs.at["Haber-Bosch", "fixed"], + capital_cost=costs.at["Haber-Bosch", "fixed"] / MWh_elec_per_MWh_NH3, lifetime=costs.at["Haber-Bosch", "lifetime"], ) From 2678fdef993eb2c0d1b325c4e260040ed2e19174 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 2 Jan 2024 17:13:34 +0000 Subject: [PATCH 349/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index ac0b618b..1dc2b3ef 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -796,7 +796,9 @@ def add_ammonia(n, costs): "Bus", spatial.ammonia.nodes, location=spatial.ammonia.locations, carrier="NH3" ) - MWh_elec_per_MWh_NH3 = cf_industry["MWh_elec_per_tNH3_electrolysis"] / cf_industry["MWh_NH3_per_tNH3"] + MWh_elec_per_MWh_NH3 = ( + cf_industry["MWh_elec_per_tNH3_electrolysis"] / cf_industry["MWh_NH3_per_tNH3"] + ) n.madd( "Link", From 0720ccb00d268c7f81fed419a313cb8e2c5d6924 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 2 Jan 2024 18:14:11 +0100 Subject: [PATCH 350/608] add release note --- doc/release_notes.rst | 2 ++ 1 file changed, 2 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index a3659b9b..c319bce9 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -38,6 +38,8 @@ Upcoming Release * Split configuration to enable SMR and SMR CC. +* Bugfix: The unit of the capital cost of Haber-Bosch plants was corrected. + * The configuration setting for country focus weights when clustering the network has been moved from ``focus_weights:`` to ``clustering: focus_weights:``. Backwards compatibility to old config files is maintained. From fd81058008b3532ecba0145e60541bea5e08f343 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 2 Jan 2024 18:35:10 +0100 Subject: [PATCH 351/608] add VOM of PtX processes (closes #747) --- doc/release_notes.rst | 2 ++ scripts/prepare_sector_network.py | 20 +++++++++++++------- 2 files changed, 15 insertions(+), 7 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index c319bce9..494abde1 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -44,6 +44,8 @@ Upcoming Release network has been moved from ``focus_weights:`` to ``clustering: focus_weights:``. Backwards compatibility to old config files is maintained. +* Add VOM as marginal cost to PtX processes. + * The ``mock_snakemake`` function can now be used with a Snakefile from a different directory using the new ``root_dir`` argument. * Merged option to extend geographical scope to Ukraine and Moldova. These diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 1dc2b3ef..8620d240 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -813,6 +813,7 @@ def add_ammonia(n, costs): efficiency2=-cf_industry["MWh_H2_per_tNH3_electrolysis"] / cf_industry["MWh_elec_per_tNH3_electrolysis"], # input: MW_H2 per MW_elec capital_cost=costs.at["Haber-Bosch", "fixed"] / MWh_elec_per_MWh_NH3, + marginal_cost=costs.at["Haber-Bosch", "VOM"] / MWh_elec_per_MWh_NH3, lifetime=costs.at["Haber-Bosch", "lifetime"], ) @@ -1023,7 +1024,7 @@ def insert_gas_distribution_costs(n, costs): f"Inserting gas distribution grid with investment cost factor of {f_costs}" ) - capital_cost = costs.loc["electricity distribution grid"]["fixed"] * f_costs + capital_cost = costs.at["electricity distribution grid", "fixed"] * f_costs # gas boilers gas_b = n.links.index[ @@ -1100,6 +1101,7 @@ def add_storage_and_grids(n, costs): efficiency=costs.at["OCGT", "efficiency"], capital_cost=costs.at["OCGT", "fixed"] * costs.at["OCGT", "efficiency"], # NB: fixed cost is per MWel + marginal_cost=costs.at["OCGT", "VOM"], lifetime=costs.at["OCGT", "lifetime"], ) @@ -2168,8 +2170,8 @@ def add_biomass(n, costs): bus1=spatial.gas.nodes, bus2="co2 atmosphere", carrier="biogas to gas", - capital_cost=costs.loc["biogas upgrading", "fixed"], - marginal_cost=costs.loc["biogas upgrading", "VOM"], + capital_cost=costs.at["biogas upgrading", "fixed"], + marginal_cost=costs.at["biogas upgrading", "VOM"], efficiency2=-costs.at["gas", "CO2 intensity"], p_nom_extendable=True, ) @@ -2318,7 +2320,7 @@ def add_biomass(n, costs): + costs.at["BtL", "CO2 stored"], p_nom_extendable=True, capital_cost=costs.at["BtL", "fixed"], - marginal_cost=costs.at["BtL", "efficiency"] * costs.loc["BtL", "VOM"], + marginal_cost=costs.at["BtL", "efficiency"] * costs.at["BtL", "VOM"], ) # TODO: Update with energy penalty @@ -2339,7 +2341,7 @@ def add_biomass(n, costs): p_nom_extendable=True, capital_cost=costs.at["BtL", "fixed"] + costs.at["biomass CHP capture", "fixed"] * costs.at["BtL", "CO2 stored"], - marginal_cost=costs.at["BtL", "efficiency"] * costs.loc["BtL", "VOM"], + marginal_cost=costs.at["BtL", "efficiency"] * costs.at["BtL", "VOM"], ) # BioSNG from solid biomass @@ -2358,7 +2360,7 @@ def add_biomass(n, costs): + costs.at["BioSNG", "CO2 stored"], p_nom_extendable=True, capital_cost=costs.at["BioSNG", "fixed"], - marginal_cost=costs.at["BioSNG", "efficiency"] * costs.loc["BioSNG", "VOM"], + marginal_cost=costs.at["BioSNG", "efficiency"] * costs.at["BioSNG", "VOM"], ) # TODO: Update with energy penalty for CC @@ -2382,7 +2384,7 @@ def add_biomass(n, costs): capital_cost=costs.at["BioSNG", "fixed"] + costs.at["biomass CHP capture", "fixed"] * costs.at["BioSNG", "CO2 stored"], - marginal_cost=costs.at["BioSNG", "efficiency"] * costs.loc["BioSNG", "VOM"], + marginal_cost=costs.at["BioSNG", "efficiency"] * costs.at["BioSNG", "VOM"], ) @@ -2615,6 +2617,8 @@ def add_industry(n, costs): p_min_pu=options.get("min_part_load_methanolisation", 0), capital_cost=costs.at["methanolisation", "fixed"] * options["MWh_MeOH_per_MWh_H2"], # EUR/MW_H2/a + marginal_cost=options["MWh_MeOH_per_MWh_H2"] + * costs.at["methanolisation", "VOM"], lifetime=costs.at["methanolisation", "lifetime"], efficiency=options["MWh_MeOH_per_MWh_H2"], efficiency2=-options["MWh_MeOH_per_MWh_H2"] / options["MWh_MeOH_per_MWh_e"], @@ -2732,6 +2736,8 @@ def add_industry(n, costs): efficiency=costs.at["Fischer-Tropsch", "efficiency"], capital_cost=costs.at["Fischer-Tropsch", "fixed"] * costs.at["Fischer-Tropsch", "efficiency"], # EUR/MW_H2/a + marginal_cost=costs.at["Fischer-Tropsch", "efficiency"] + * costs.at["Fischer-Tropsch", "VOM"], efficiency2=-costs.at["oil", "CO2 intensity"] * costs.at["Fischer-Tropsch", "efficiency"], p_nom_extendable=True, From 6714858e177ca9a040862906e9b326ce22ecca6a Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 2 Jan 2024 17:47:46 +0000 Subject: [PATCH 352/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 139e4836..62bca811 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2163,7 +2163,6 @@ def add_biomass(n, costs): e_initial=solid_biomass_potentials_spatial, ) - n.madd( "Link", spatial.gas.biogas_to_gas, @@ -2178,10 +2177,9 @@ def add_biomass(n, costs): efficiency=costs.at["biogas", "efficiency"], efficiency2=-costs.at["gas", "CO2 intensity"], efficiency3=costs.at["biogas", "CO2 stored"], - p_nom_extendable=True + p_nom_extendable=True, ) - if options.get("biomass_upgrading_cc"): # Assuming for costs that the CO2 from upgrading is pure, such as in amine scrubbing. I.e., with and without CC is # equivalent. Adding biomass CHP capture because biogas is often small-scale and decentral so further From 9884dee7a0737aa2eca00e60828659b02fa0cecc Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 2 Jan 2024 18:48:52 +0100 Subject: [PATCH 353/608] remove biogas upgrading CC in normal link --- scripts/prepare_sector_network.py | 2 -- 1 file changed, 2 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 139e4836..1d6e4ab0 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2170,14 +2170,12 @@ def add_biomass(n, costs): bus0=spatial.gas.biogas, bus1=spatial.gas.nodes, bus2="co2 atmosphere", - bus3="co2 stored", carrier="biogas to gas", capital_cost=costs.at["biogas", "fixed"] + costs.at["biogas upgrading", "fixed"], marginal_cost=costs.at["biogas upgrading", "VOM"], efficiency=costs.at["biogas", "efficiency"], efficiency2=-costs.at["gas", "CO2 intensity"], - efficiency3=costs.at["biogas", "CO2 stored"], p_nom_extendable=True ) From b0cca00b7088767e46806dcebd64800d73247d42 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 2 Jan 2024 18:51:03 +0100 Subject: [PATCH 354/608] add documentation and release note for biogas upgrading CC --- config/config.default.yaml | 2 ++ doc/configtables/sector.csv | 1 + doc/release_notes.rst | 2 ++ 3 files changed, 5 insertions(+) diff --git a/config/config.default.yaml b/config/config.default.yaml index 37664ad6..dd36f1d8 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -497,6 +497,7 @@ sector: gas_distribution_grid_cost_factor: 1.0 biomass_spatial: false biomass_transport: false + biomass_upgrading_cc: false conventional_generation: OCGT: gas biomass_to_liquid: false @@ -778,6 +779,7 @@ plotting: fossil gas: '#e05b09' natural gas: '#e05b09' biogas to gas: '#e36311' + biogas to gas CC: '#e51245' CCGT: '#a85522' CCGT marginal: '#a85522' allam: '#B98F76' diff --git a/doc/configtables/sector.csv b/doc/configtables/sector.csv index 856ea074..890b448c 100644 --- a/doc/configtables/sector.csv +++ b/doc/configtables/sector.csv @@ -118,6 +118,7 @@ gas_distribution_grid _cost_factor,,,Multiplier for the investment cost of the g ,,, biomass_spatial,--,"{true, false}",Add option for resolving biomass demand regionally biomass_transport,--,"{true, false}",Add option for transporting solid biomass between nodes +biomass_upgrading_cc,--,"{true, false}",Add option to capture CO2 from biomass upgrading conventional_generation,,,Add a more detailed description of conventional carriers. Any power generation requires the consumption of fuel from nodes representing that fuel. biomass_to_liquid,--,"{true, false}",Add option for transforming solid biomass into liquid fuel with the same properties as oil biosng,--,"{true, false}",Add option for transforming solid biomass into synthesis gas with the same properties as natural gas diff --git a/doc/release_notes.rst b/doc/release_notes.rst index c319bce9..cfb67d77 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -46,6 +46,8 @@ Upcoming Release * The ``mock_snakemake`` function can now be used with a Snakefile from a different directory using the new ``root_dir`` argument. +* Add option to capture CO2 contained in biogas when upgrading (``sector: biogas_to_gas_cc``). + * Merged option to extend geographical scope to Ukraine and Moldova. These countries are excluded by default and is currently constrained to power-sector only parts of the workflow. A special config file From a10a60b95139f1cead8158607fc12cb0b5c5b069 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 2 Jan 2024 18:52:22 +0100 Subject: [PATCH 355/608] rename setting from biomass_upgrading_cc to biogas_upgrading_cc --- config/config.default.yaml | 2 +- doc/configtables/sector.csv | 2 +- scripts/prepare_sector_network.py | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index dd36f1d8..7bfd3f01 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -497,7 +497,7 @@ sector: gas_distribution_grid_cost_factor: 1.0 biomass_spatial: false biomass_transport: false - biomass_upgrading_cc: false + biogas_upgrading_cc: false conventional_generation: OCGT: gas biomass_to_liquid: false diff --git a/doc/configtables/sector.csv b/doc/configtables/sector.csv index 890b448c..280c1906 100644 --- a/doc/configtables/sector.csv +++ b/doc/configtables/sector.csv @@ -118,7 +118,7 @@ gas_distribution_grid _cost_factor,,,Multiplier for the investment cost of the g ,,, biomass_spatial,--,"{true, false}",Add option for resolving biomass demand regionally biomass_transport,--,"{true, false}",Add option for transporting solid biomass between nodes -biomass_upgrading_cc,--,"{true, false}",Add option to capture CO2 from biomass upgrading +biogas_upgrading_cc,--,"{true, false}",Add option to capture CO2 from biomass upgrading conventional_generation,,,Add a more detailed description of conventional carriers. Any power generation requires the consumption of fuel from nodes representing that fuel. biomass_to_liquid,--,"{true, false}",Add option for transforming solid biomass into liquid fuel with the same properties as oil biosng,--,"{true, false}",Add option for transforming solid biomass into synthesis gas with the same properties as natural gas diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 2f4ce271..aaaf3773 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2178,7 +2178,7 @@ def add_biomass(n, costs): p_nom_extendable=True, ) - if options.get("biomass_upgrading_cc"): + if options.get("biogas_upgrading_cc"): # Assuming for costs that the CO2 from upgrading is pure, such as in amine scrubbing. I.e., with and without CC is # equivalent. Adding biomass CHP capture because biogas is often small-scale and decentral so further # from e.g. CO2 grid or buyers. This is a proxy for the added cost for e.g. a raw biogas pipeline to a central upgrading facility From 5e4a81f82896485dcaa850394449a19ec194e852 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 2 Jan 2024 19:04:34 +0100 Subject: [PATCH 356/608] haber-bosch: use DECHEMA source for hydrogen input --- config/config.default.yaml | 2 +- scripts/prepare_sector_network.py | 3 +-- 2 files changed, 2 insertions(+), 3 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 37664ad6..97efa555 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -547,7 +547,7 @@ industry: MWh_NH3_per_tNH3: 5.166 MWh_CH4_per_tNH3_SMR: 10.8 MWh_elec_per_tNH3_SMR: 0.7 - MWh_H2_per_tNH3_electrolysis: 6.5 + MWh_H2_per_tNH3_electrolysis: 5.93 MWh_elec_per_tNH3_electrolysis: 1.17 MWh_NH3_per_MWh_H2_cracker: 1.46 # https://github.com/euronion/trace/blob/44a5ff8401762edbef80eff9cfe5a47c8d3c8be4/data/efficiencies.csv NH3_process_emissions: 24.5 diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 1dc2b3ef..442bc564 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -810,8 +810,7 @@ def add_ammonia(n, costs): p_nom_extendable=True, carrier="Haber-Bosch", efficiency=1 / MWh_elec_per_MWh_NH3, - efficiency2=-cf_industry["MWh_H2_per_tNH3_electrolysis"] - / cf_industry["MWh_elec_per_tNH3_electrolysis"], # input: MW_H2 per MW_elec + efficiency2=-costs.at["Haber-Bosch", "hydrogen-input"] / MWh_elec_per_MWh_NH3, capital_cost=costs.at["Haber-Bosch", "fixed"] / MWh_elec_per_MWh_NH3, lifetime=costs.at["Haber-Bosch", "lifetime"], ) From 438b40cdb1bcdfe484db3585364b10cf8e4faca7 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 2 Jan 2024 19:09:46 +0100 Subject: [PATCH 357/608] haber-bosch: use DECHEMA source for electricity input --- config/config.default.yaml | 2 +- scripts/prepare_sector_network.py | 10 +++------- 2 files changed, 4 insertions(+), 8 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 97efa555..31858a5b 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -548,7 +548,7 @@ industry: MWh_CH4_per_tNH3_SMR: 10.8 MWh_elec_per_tNH3_SMR: 0.7 MWh_H2_per_tNH3_electrolysis: 5.93 - MWh_elec_per_tNH3_electrolysis: 1.17 + MWh_elec_per_tNH3_electrolysis: 0.2473 MWh_NH3_per_MWh_H2_cracker: 1.46 # https://github.com/euronion/trace/blob/44a5ff8401762edbef80eff9cfe5a47c8d3c8be4/data/efficiencies.csv NH3_process_emissions: 24.5 petrochemical_process_emissions: 25.5 diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 442bc564..d23143ff 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -796,10 +796,6 @@ def add_ammonia(n, costs): "Bus", spatial.ammonia.nodes, location=spatial.ammonia.locations, carrier="NH3" ) - MWh_elec_per_MWh_NH3 = ( - cf_industry["MWh_elec_per_tNH3_electrolysis"] / cf_industry["MWh_NH3_per_tNH3"] - ) - n.madd( "Link", nodes, @@ -809,9 +805,9 @@ def add_ammonia(n, costs): bus2=nodes + " H2", p_nom_extendable=True, carrier="Haber-Bosch", - efficiency=1 / MWh_elec_per_MWh_NH3, - efficiency2=-costs.at["Haber-Bosch", "hydrogen-input"] / MWh_elec_per_MWh_NH3, - capital_cost=costs.at["Haber-Bosch", "fixed"] / MWh_elec_per_MWh_NH3, + efficiency=1 / costs.at["Haber-Bosch", "electricity-input"], + efficiency2=-costs.at["Haber-Bosch", "hydrogen-input"] / costs.at["Haber-Bosch", "electricity-input"], + capital_cost=costs.at["Haber-Bosch", "fixed"] / costs.at["Haber-Bosch", "electricity-input"], lifetime=costs.at["Haber-Bosch", "lifetime"], ) From 815b8283115b427189f7fe364c6ca1070427e2d8 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 2 Jan 2024 18:11:42 +0000 Subject: [PATCH 358/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 49d26726..e9d97ade 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -808,9 +808,12 @@ def add_ammonia(n, costs): p_nom_extendable=True, carrier="Haber-Bosch", efficiency=1 / costs.at["Haber-Bosch", "electricity-input"], - efficiency2=-costs.at["Haber-Bosch", "hydrogen-input"] / costs.at["Haber-Bosch", "electricity-input"], - capital_cost=costs.at["Haber-Bosch", "fixed"] / costs.at["Haber-Bosch", "electricity-input"], - marginal_cost=costs.at["Haber-Bosch", "VOM"] / costs.at["Haber-Bosch", "electricity-input"], + efficiency2=-costs.at["Haber-Bosch", "hydrogen-input"] + / costs.at["Haber-Bosch", "electricity-input"], + capital_cost=costs.at["Haber-Bosch", "fixed"] + / costs.at["Haber-Bosch", "electricity-input"], + marginal_cost=costs.at["Haber-Bosch", "VOM"] + / costs.at["Haber-Bosch", "electricity-input"], lifetime=costs.at["Haber-Bosch", "lifetime"], ) From ebc25fbf61b469de27c3b0e69bed336d7f3b167e Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 2 Jan 2024 19:12:41 +0100 Subject: [PATCH 359/608] add release note --- doc/release_notes.rst | 2 ++ 1 file changed, 2 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index b7035974..634209c7 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -48,6 +48,8 @@ Upcoming Release * The ``mock_snakemake`` function can now be used with a Snakefile from a different directory using the new ``root_dir`` argument. +* Switch to using hydrogen and electricity inputs for Haber-Bosch from https://github.com/PyPSA/technology-data. + * Add option to capture CO2 contained in biogas when upgrading (``sector: biogas_to_gas_cc``). * Merged option to extend geographical scope to Ukraine and Moldova. These From c7790d7c60f93bac41e2bac423848efa696f1f3d Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 2 Jan 2024 19:16:42 +0100 Subject: [PATCH 360/608] change default offshore turbine to NREL Reference 2020 ATB 5.5 MW --- config/config.default.yaml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 2a3be87b..a6c3c1d6 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -173,7 +173,7 @@ renewable: cutout: europe-2013-era5 resource: method: wind - turbine: NREL_ReferenceTurbine_5MW_offshore + turbine: NREL_ReferenceTurbine_2020ATB_5.5MW add_cutout_windspeed: true capacity_per_sqkm: 2 correction_factor: 0.8855 @@ -189,7 +189,7 @@ renewable: cutout: europe-2013-era5 resource: method: wind - turbine: NREL_ReferenceTurbine_5MW_offshore + turbine: NREL_ReferenceTurbine_2020ATB_5.5MW add_cutout_windspeed: true capacity_per_sqkm: 2 correction_factor: 0.8855 From 37df47110cee21c8dbf923462d7f60d2d414a7dd Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 13 Sep 2023 10:49:54 +0200 Subject: [PATCH 361/608] biomass_boiler: add pelletizing cost --- scripts/prepare_sector_network.py | 1 + 1 file changed, 1 insertion(+) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 9c1a85d7..ae5d12df 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2333,6 +2333,7 @@ def add_biomass(n, costs): efficiency=costs.at["biomass boiler", "efficiency"], capital_cost=costs.at["biomass boiler", "efficiency"] * costs.at["biomass boiler", "fixed"], + marginal_cost=costs.at["biomass boiler", "pelletizing cost"], lifetime=costs.at["biomass boiler", "lifetime"], ) From 4988e77be5e2ae1ba9089deca3dba86a47925c62 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 2 Jan 2024 19:33:02 +0100 Subject: [PATCH 362/608] add release note --- doc/release_notes.rst | 2 ++ 1 file changed, 2 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index b7035974..782ebdee 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -46,6 +46,8 @@ Upcoming Release * Add VOM as marginal cost to PtX processes. +* Add pelletizing costs for biomass boilers. + * The ``mock_snakemake`` function can now be used with a Snakefile from a different directory using the new ``root_dir`` argument. * Add option to capture CO2 contained in biogas when upgrading (``sector: biogas_to_gas_cc``). From 872c92d1c047e056d0604bebd43bcf16f855d2b2 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 2 Jan 2024 19:45:02 +0100 Subject: [PATCH 363/608] extended waste heat from PtX, revised minimum part loads --- config/config.default.yaml | 10 +++++--- doc/release_notes.rst | 8 +++++++ scripts/prepare_sector_network.py | 38 +++++++++++++++++++++++++++++++ 3 files changed, 53 insertions(+), 3 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 2a3be87b..87349856 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -480,11 +480,15 @@ sector: - nearshore # within 50 km of sea # - offshore ammonia: false - min_part_load_fischer_tropsch: 0.9 - min_part_load_methanolisation: 0.5 + min_part_load_fischer_tropsch: 0.7 + min_part_load_methanolisation: 0.3 + min_part_load_methanation: 0.3 use_fischer_tropsch_waste_heat: true + use_haber_bosch_waste_heat: true + use_methanolisation_waste_heat: true + use_methanation_waste_heat: true use_fuel_cell_waste_heat: true - use_electrolysis_waste_heat: false + use_electrolysis_waste_heat: true electricity_distribution_grid: true electricity_distribution_grid_cost_factor: 1.0 electricity_grid_connection: true diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 634209c7..5e2c1a6b 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -44,6 +44,14 @@ Upcoming Release network has been moved from ``focus_weights:`` to ``clustering: focus_weights:``. Backwards compatibility to old config files is maintained. +* Extend options for waste usage from Haber-Bosch, methanolisation and methanation. + +* Use electrolysis waste heat by default. + +* Add new ``sector_opts`` wildcard option "nowasteheat" to disable all waste heat usage. + +* Set minimum part loads for PtX processes to 30% for methanolisation and methanation, and to 70% for Fischer-Tropsch synthesis. + * Add VOM as marginal cost to PtX processes. * The ``mock_snakemake`` function can now be used with a Snakefile from a different directory using the new ``root_dir`` argument. diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index e9d97ade..d797e30a 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1345,6 +1345,7 @@ def add_storage_and_grids(n, costs): bus2=spatial.co2.nodes, p_nom_extendable=True, carrier="Sabatier", + p_min_pu=options.get("min_part_load_methanation", 0), efficiency=costs.at["methanation", "efficiency"], efficiency2=-costs.at["methanation", "efficiency"] * costs.at["gas", "CO2 intensity"], @@ -2982,6 +2983,34 @@ def add_waste_heat(n): 0.95 - n.links.loc[urban_central + " Fischer-Tropsch", "efficiency"] ) + if options["use_methanation_waste_heat"]: + n.links.loc[urban_central + " Sabatier", "bus3"] = ( + urban_central + " urban central heat" + ) + n.links.loc[urban_central + " Sabatier", "efficiency3"] = ( + 0.95 - n.links.loc[urban_central + " Sabatier", "efficiency"] + ) + + # DEA quotes 15% of total input (11% of which are high-value heat) + if options["use_haber_bosch_waste_heat"]: + n.links.loc[urban_central + " Haber-Bosch", "bus3"] = ( + urban_central + " urban central heat" + ) + total_energy_input = (cf_industry["MWh_H2_per_tNH3_electrolysis"] + cf_industry["MWh_elec_per_tNH3_electrolysis"]) / cf_industry["MWh_NH3_per_tNH3"] + electricity_input = cf_industry["MWh_elec_per_tNH3_electrolysis"] / cf_industry["MWh_NH3_per_tNH3"] + n.links.loc[urban_central + " Haber-Bosch", "efficiency3"] = ( + 0.15 * total_energy_input / electricity_input + ) + + if options["use_methanolisation_waste_heat"]: + n.links.loc[urban_central + " methanolisation", "bus4"] = ( + urban_central + " urban central heat" + ) + n.links.loc[urban_central + " methanolisation", "efficiency4"] = ( + costs.at["methanolisation", "heat-output"] + / costs.at["methanolisation", "hydrogen-input"] + ) + # TODO integrate usable waste heat efficiency into technology-data from DEA if options.get("use_electrolysis_waste_heat", False): n.links.loc[urban_central + " H2 Electrolysis", "bus2"] = ( @@ -3426,6 +3455,15 @@ if __name__ == "__main__": if "nodistrict" in opts: options["district_heating"]["progress"] = 0.0 + if "nowasteheat" in opts: + logger.info("Disabling waste heat.") + options["use_fischer_tropsch_waste_heat"] = False + options["use_methanolisation_waste_heat"] = False + options["use_haber_bosch_waste_heat"] = False + options["use_methanation_waste_heat"] = False + options["use_fuel_cell_waste_heat"] = False + options["use_electrolysis_waste_heat"] = False + if "T" in opts: add_land_transport(n, costs) From 777899f686b4641d9fc52c09b6c9db6a30be4e1d Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 2 Jan 2024 18:45:53 +0000 Subject: [PATCH 364/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 10 ++++++++-- 1 file changed, 8 insertions(+), 2 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index d797e30a..c39ac9a0 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2996,8 +2996,14 @@ def add_waste_heat(n): n.links.loc[urban_central + " Haber-Bosch", "bus3"] = ( urban_central + " urban central heat" ) - total_energy_input = (cf_industry["MWh_H2_per_tNH3_electrolysis"] + cf_industry["MWh_elec_per_tNH3_electrolysis"]) / cf_industry["MWh_NH3_per_tNH3"] - electricity_input = cf_industry["MWh_elec_per_tNH3_electrolysis"] / cf_industry["MWh_NH3_per_tNH3"] + total_energy_input = ( + cf_industry["MWh_H2_per_tNH3_electrolysis"] + + cf_industry["MWh_elec_per_tNH3_electrolysis"] + ) / cf_industry["MWh_NH3_per_tNH3"] + electricity_input = ( + cf_industry["MWh_elec_per_tNH3_electrolysis"] + / cf_industry["MWh_NH3_per_tNH3"] + ) n.links.loc[urban_central + " Haber-Bosch", "efficiency3"] = ( 0.15 * total_energy_input / electricity_input ) From 71b27b524ead6afe24a2e065198b299389c4fda6 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 2 Jan 2024 19:57:40 +0100 Subject: [PATCH 365/608] prevent failure if potential waste heat technologies not present --- scripts/prepare_sector_network.py | 14 ++++++++------ 1 file changed, 8 insertions(+), 6 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index c39ac9a0..aa3e65fd 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2974,8 +2974,10 @@ def add_waste_heat(n): if not urban_central.empty: urban_central = urban_central.str[: -len(" urban central heat")] + link_carriers = n.links.carrier.unique() + # TODO what is the 0.95 and should it be a config option? - if options["use_fischer_tropsch_waste_heat"]: + if options["use_fischer_tropsch_waste_heat"] and "Fischer-Tropsch" in link_carriers: n.links.loc[urban_central + " Fischer-Tropsch", "bus3"] = ( urban_central + " urban central heat" ) @@ -2983,7 +2985,7 @@ def add_waste_heat(n): 0.95 - n.links.loc[urban_central + " Fischer-Tropsch", "efficiency"] ) - if options["use_methanation_waste_heat"]: + if options["use_methanation_waste_heat"] and "Sabatier" in link_carriers: n.links.loc[urban_central + " Sabatier", "bus3"] = ( urban_central + " urban central heat" ) @@ -2992,7 +2994,7 @@ def add_waste_heat(n): ) # DEA quotes 15% of total input (11% of which are high-value heat) - if options["use_haber_bosch_waste_heat"]: + if options["use_haber_bosch_waste_heat"] and "Haber-Bosch" in link_carriers: n.links.loc[urban_central + " Haber-Bosch", "bus3"] = ( urban_central + " urban central heat" ) @@ -3008,7 +3010,7 @@ def add_waste_heat(n): 0.15 * total_energy_input / electricity_input ) - if options["use_methanolisation_waste_heat"]: + if options["use_methanolisation_waste_heat"] and "methanolisation" in link_carriers: n.links.loc[urban_central + " methanolisation", "bus4"] = ( urban_central + " urban central heat" ) @@ -3018,7 +3020,7 @@ def add_waste_heat(n): ) # TODO integrate usable waste heat efficiency into technology-data from DEA - if options.get("use_electrolysis_waste_heat", False): + if options.get("use_electrolysis_waste_heat", False) and "H2 Electrolysis" in link_carriers: n.links.loc[urban_central + " H2 Electrolysis", "bus2"] = ( urban_central + " urban central heat" ) @@ -3026,7 +3028,7 @@ def add_waste_heat(n): 0.84 - n.links.loc[urban_central + " H2 Electrolysis", "efficiency"] ) - if options["use_fuel_cell_waste_heat"]: + if options["use_fuel_cell_waste_heat"] and "H2 Fuel Cell" in link_carriers: n.links.loc[urban_central + " H2 Fuel Cell", "bus2"] = ( urban_central + " urban central heat" ) From fb5b10780536f1c3f337f7cbba5da185876795ba Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 2 Jan 2024 18:59:36 +0000 Subject: [PATCH 366/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 15 ++++++++++++--- 1 file changed, 12 insertions(+), 3 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index aa3e65fd..4e7ef6c6 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2977,7 +2977,10 @@ def add_waste_heat(n): link_carriers = n.links.carrier.unique() # TODO what is the 0.95 and should it be a config option? - if options["use_fischer_tropsch_waste_heat"] and "Fischer-Tropsch" in link_carriers: + if ( + options["use_fischer_tropsch_waste_heat"] + and "Fischer-Tropsch" in link_carriers + ): n.links.loc[urban_central + " Fischer-Tropsch", "bus3"] = ( urban_central + " urban central heat" ) @@ -3010,7 +3013,10 @@ def add_waste_heat(n): 0.15 * total_energy_input / electricity_input ) - if options["use_methanolisation_waste_heat"] and "methanolisation" in link_carriers: + if ( + options["use_methanolisation_waste_heat"] + and "methanolisation" in link_carriers + ): n.links.loc[urban_central + " methanolisation", "bus4"] = ( urban_central + " urban central heat" ) @@ -3020,7 +3026,10 @@ def add_waste_heat(n): ) # TODO integrate usable waste heat efficiency into technology-data from DEA - if options.get("use_electrolysis_waste_heat", False) and "H2 Electrolysis" in link_carriers: + if ( + options.get("use_electrolysis_waste_heat", False) + and "H2 Electrolysis" in link_carriers + ): n.links.loc[urban_central + " H2 Electrolysis", "bus2"] = ( urban_central + " urban central heat" ) From fa03c61187a232c452714979515967910474f14b Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 31 Jul 2023 10:52:37 +0200 Subject: [PATCH 367/608] gas_input: switch production data from scigrid to gem --- rules/build_sector.smk | 3 +- scripts/build_gas_input_locations.py | 56 +++++++++++++++++++++------- 2 files changed, 44 insertions(+), 15 deletions(-) diff --git a/rules/build_sector.smk b/rules/build_sector.smk index dd49fc6f..1e8c70ba 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -85,12 +85,11 @@ if config["sector"]["gas_network"] or config["sector"]["H2_retrofit"]: rule build_gas_input_locations: input: - lng=HTTP.remote( + gem=HTTP.remote( "https://globalenergymonitor.org/wp-content/uploads/2023/07/Europe-Gas-Tracker-2023-03-v3.xlsx", keep_local=True, ), entry="data/gas_network/scigrid-gas/data/IGGIELGN_BorderPoints.geojson", - production="data/gas_network/scigrid-gas/data/IGGIELGN_Productions.geojson", regions_onshore=RESOURCES + "regions_onshore_elec_s{simpl}_{clusters}.geojson", regions_offshore=RESOURCES diff --git a/scripts/build_gas_input_locations.py b/scripts/build_gas_input_locations.py index a3b945ab..07707658 100644 --- a/scripts/build_gas_input_locations.py +++ b/scripts/build_gas_input_locations.py @@ -23,11 +23,10 @@ def read_scigrid_gas(fn): return df -def build_gem_lng_data(lng_fn): - df = pd.read_excel(lng_fn[0], sheet_name="LNG terminals - data") +def build_gem_lng_data(fn): + df = pd.read_excel(fn[0], sheet_name="LNG terminals - data") df = df.set_index("ComboID") - remove_status = ["Cancelled"] remove_country = ["Cyprus", "Turkey"] remove_terminal = ["Puerto de la Luz LNG Terminal", "Gran Canaria LNG Terminal"] @@ -42,9 +41,43 @@ def build_gem_lng_data(lng_fn): return gpd.GeoDataFrame(df, geometry=geometry, crs="EPSG:4326") -def build_gas_input_locations(lng_fn, entry_fn, prod_fn, countries): +def build_gem_prod_data(fn): + df = pd.read_excel(fn[0], sheet_name="Gas extraction - main") + df = df.set_index("GEM Unit ID") + + remove_country = ["Cyprus", "Türkiye"] + remove_fuel_type = ["oil"] + + df = df.query( + "Status != 'shut in' \ + & 'Fuel type' != 'oil' \ + & Country != @remove_country \ + & ~Latitude.isna() \ + & ~Longitude.isna()" + ).copy() + + p = pd.read_excel(fn[0], sheet_name="Gas extraction - production") + p = p.set_index("GEM Unit ID") + p = p[p["Fuel description"] == 'gas' ] + + capacities = pd.DataFrame(index=df.index) + for key in ["production", "production design capacity", "reserves"]: + cap = p.loc[p["Production/reserves"] == key, "Quantity (converted)"].groupby("GEM Unit ID").sum().reindex(df.index) + # assume capacity such that 3% of reserves can be extracted per year (25% quantile) + annualization_factor = 0.03 if key == "reserves" else 1. + capacities[key] = cap * annualization_factor + + df["mcm_per_year"] = capacities["production"] \ + .combine_first(capacities["production design capacity"]) \ + .combine_first(capacities["reserves"]) + + geometry = gpd.points_from_xy(df["Longitude"], df["Latitude"]) + return gpd.GeoDataFrame(df, geometry=geometry, crs="EPSG:4326") + + +def build_gas_input_locations(gem_fn, entry_fn, countries): # LNG terminals - lng = build_gem_lng_data(lng_fn) + lng = build_gem_lng_data(gem_fn) # Entry points from outside the model scope entry = read_scigrid_gas(entry_fn) @@ -56,16 +89,14 @@ def build_gas_input_locations(lng_fn, entry_fn, prod_fn, countries): ] # production sites inside the model scope - prod = read_scigrid_gas(prod_fn) - prod = prod.loc[ - (prod.geometry.y > 35) & (prod.geometry.x < 30) & (prod.country_code != "DE") - ] + prod = build_gem_prod_data(gem_fn) mcm_per_day_to_mw = 437.5 # MCM/day to MWh/h + mcm_per_year_to_mw = 1.199 # MCM/year to MWh/h mtpa_to_mw = 1649.224 # mtpa to MWh/h lng["p_nom"] = lng["CapacityInMtpa"] * mtpa_to_mw entry["p_nom"] = entry["max_cap_from_to_M_m3_per_d"] * mcm_per_day_to_mw - prod["p_nom"] = prod["max_supply_M_m3_per_d"] * mcm_per_day_to_mw + prod["p_nom"] = prod["mcm_per_year"] * mcm_per_year_to_mw lng["type"] = "lng" entry["type"] = "pipeline" @@ -83,7 +114,7 @@ if __name__ == "__main__": snakemake = mock_snakemake( "build_gas_input_locations", simpl="", - clusters="37", + clusters="128", ) logging.basicConfig(level=snakemake.config["logging"]["level"]) @@ -104,9 +135,8 @@ if __name__ == "__main__": countries = regions.index.str[:2].unique().str.replace("GB", "UK") gas_input_locations = build_gas_input_locations( - snakemake.input.lng, + snakemake.input.gem, snakemake.input.entry, - snakemake.input.production, countries, ) From 7c058f1ed333d41703e62d3d406d0d61a803da7d Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 31 Jul 2023 12:20:43 +0200 Subject: [PATCH 368/608] add locations, capacities and costs of existing gas storage --- rules/build_sector.smk | 1 + scripts/build_gas_input_locations.py | 24 ++++++++++++++++-------- scripts/prepare_sector_network.py | 17 ++++++++++++----- 3 files changed, 29 insertions(+), 13 deletions(-) diff --git a/rules/build_sector.smk b/rules/build_sector.smk index 1e8c70ba..ab8ff4ed 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -90,6 +90,7 @@ if config["sector"]["gas_network"] or config["sector"]["H2_retrofit"]: keep_local=True, ), entry="data/gas_network/scigrid-gas/data/IGGIELGN_BorderPoints.geojson", + storage="data/gas_network/scigrid-gas/data/IGGIELGN_Storages.geojson", regions_onshore=RESOURCES + "regions_onshore_elec_s{simpl}_{clusters}.geojson", regions_offshore=RESOURCES diff --git a/scripts/build_gas_input_locations.py b/scripts/build_gas_input_locations.py index 07707658..ad449202 100644 --- a/scripts/build_gas_input_locations.py +++ b/scripts/build_gas_input_locations.py @@ -75,7 +75,7 @@ def build_gem_prod_data(fn): return gpd.GeoDataFrame(df, geometry=geometry, crs="EPSG:4326") -def build_gas_input_locations(gem_fn, entry_fn, countries): +def build_gas_input_locations(gem_fn, entry_fn, sto_fn, countries): # LNG terminals lng = build_gem_lng_data(gem_fn) @@ -88,23 +88,30 @@ def build_gas_input_locations(gem_fn, entry_fn, countries): | (entry.from_country == "NO") # malformed datapoint # entries from NO to GB ] + sto = read_scigrid_gas(sto_fn) + remove_country = ["RU", "UA", "TR", "BY"] + sto = sto.query("country_code != @remove_country") + # production sites inside the model scope prod = build_gem_prod_data(gem_fn) mcm_per_day_to_mw = 437.5 # MCM/day to MWh/h mcm_per_year_to_mw = 1.199 # MCM/year to MWh/h mtpa_to_mw = 1649.224 # mtpa to MWh/h - lng["p_nom"] = lng["CapacityInMtpa"] * mtpa_to_mw - entry["p_nom"] = entry["max_cap_from_to_M_m3_per_d"] * mcm_per_day_to_mw - prod["p_nom"] = prod["mcm_per_year"] * mcm_per_year_to_mw + mcm_to_gwh = 11.36 # MCM to GWh + lng["capacity"] = lng["CapacityInMtpa"] * mtpa_to_mw + entry["capacity"] = entry["max_cap_from_to_M_m3_per_d"] * mcm_per_day_to_mw + prod["capacity"] = prod["mcm_per_year"] * mcm_per_year_to_mw + sto["capacity"] = sto["max_cushionGas_M_m3"] * mcm_to_gwh lng["type"] = "lng" entry["type"] = "pipeline" prod["type"] = "production" + sto["type"] = "storage" - sel = ["geometry", "p_nom", "type"] + sel = ["geometry", "capacity", "type"] - return pd.concat([prod[sel], entry[sel], lng[sel]], ignore_index=True) + return pd.concat([prod[sel], entry[sel], lng[sel], sto[sel]], ignore_index=True) if __name__ == "__main__": @@ -137,6 +144,7 @@ if __name__ == "__main__": gas_input_locations = build_gas_input_locations( snakemake.input.gem, snakemake.input.entry, + snakemake.input.storage, countries, ) @@ -147,8 +155,8 @@ if __name__ == "__main__": gas_input_nodes.to_file(snakemake.output.gas_input_nodes, driver="GeoJSON") gas_input_nodes_s = ( - gas_input_nodes.groupby(["bus", "type"])["p_nom"].sum().unstack() + gas_input_nodes.groupby(["bus", "type"])["capacity"].sum().unstack() ) - gas_input_nodes_s.columns.name = "p_nom" + gas_input_nodes_s.columns.name = "capacity" gas_input_nodes_s.to_csv(snakemake.output.gas_input_nodes_simplified) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index e9d97ade..9387d4b1 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -454,10 +454,11 @@ def add_carrier_buses(n, carrier, nodes=None): n.add("Carrier", carrier) unit = "MWh_LHV" if carrier == "gas" else "MWh_th" + # preliminary value for non-gas carriers to avoid zeros + capital_cost = costs.at["gas storage", "fixed"] if carrier == "gas" else 0.02 n.madd("Bus", nodes, location=location, carrier=carrier, unit=unit) - # capital cost could be corrected to e.g. 0.2 EUR/kWh * annuity and O&M n.madd( "Store", nodes + " Store", @@ -465,8 +466,7 @@ def add_carrier_buses(n, carrier, nodes=None): e_nom_extendable=True, e_cyclic=True, carrier=carrier, - capital_cost=0.2 - * costs.at[carrier, "discount rate"], # preliminary value to avoid zeros + capital_cost=capital_cost, ) n.madd( @@ -1162,7 +1162,7 @@ def add_storage_and_grids(n, costs): if options["gas_network"]: logger.info( - "Add natural gas infrastructure, incl. LNG terminals, production and entry-points." + "Add natural gas infrastructure, incl. LNG terminals, production, storage and entry-points." ) if options["H2_retrofit"]: @@ -1207,10 +1207,17 @@ def add_storage_and_grids(n, costs): remove_i = n.generators[gas_i & internal_i].index n.generators.drop(remove_i, inplace=True) - p_nom = gas_input_nodes.sum(axis=1).rename(lambda x: x + " gas") + input_types = ["lng", "pipeline", "production"] + p_nom = gas_input_nodes[input_types].sum(axis=1).rename(lambda x: x + " gas") n.generators.loc[gas_i, "p_nom_extendable"] = False n.generators.loc[gas_i, "p_nom"] = p_nom + # add existing gas storage capacity + gas_i = n.stores.carrier == "gas" + e_nom = gas_input_nodes["storage"].rename(lambda x: x + " gas Store").reindex(n.stores.index).fillna(0.) * 1e3 # MWh_LHV + e_nom.clip(upper=e_nom.quantile(0.98), inplace=True) # limit extremely large storage + n.stores.loc[gas_i, "e_nom_min"] = e_nom + # add candidates for new gas pipelines to achieve full connectivity G = nx.Graph() From 252f6d2c15838dc17ded00271f4edc05b417bec8 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 3 Jan 2024 08:13:01 +0100 Subject: [PATCH 369/608] pre-commit formatting --- .pre-commit-config.yaml | 2 +- scripts/build_gas_input_locations.py | 21 ++++++++++++++------- scripts/prepare_sector_network.py | 12 ++++++++++-- 3 files changed, 25 insertions(+), 10 deletions(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 7b9009c3..78e70b57 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -50,7 +50,7 @@ repos: - id: blackdoc # Formatting with "black" coding style -- repo: https://github.com/psf/black +- repo: https://github.com/psf/black-pre-commit-mirror rev: 23.12.1 hooks: # Format Python files diff --git a/scripts/build_gas_input_locations.py b/scripts/build_gas_input_locations.py index ad449202..2f967c75 100644 --- a/scripts/build_gas_input_locations.py +++ b/scripts/build_gas_input_locations.py @@ -47,7 +47,7 @@ def build_gem_prod_data(fn): remove_country = ["Cyprus", "Türkiye"] remove_fuel_type = ["oil"] - + df = df.query( "Status != 'shut in' \ & 'Fuel type' != 'oil' \ @@ -58,18 +58,25 @@ def build_gem_prod_data(fn): p = pd.read_excel(fn[0], sheet_name="Gas extraction - production") p = p.set_index("GEM Unit ID") - p = p[p["Fuel description"] == 'gas' ] + p = p[p["Fuel description"] == "gas"] capacities = pd.DataFrame(index=df.index) for key in ["production", "production design capacity", "reserves"]: - cap = p.loc[p["Production/reserves"] == key, "Quantity (converted)"].groupby("GEM Unit ID").sum().reindex(df.index) + cap = ( + p.loc[p["Production/reserves"] == key, "Quantity (converted)"] + .groupby("GEM Unit ID") + .sum() + .reindex(df.index) + ) # assume capacity such that 3% of reserves can be extracted per year (25% quantile) - annualization_factor = 0.03 if key == "reserves" else 1. + annualization_factor = 0.03 if key == "reserves" else 1.0 capacities[key] = cap * annualization_factor - df["mcm_per_year"] = capacities["production"] \ - .combine_first(capacities["production design capacity"]) \ + df["mcm_per_year"] = ( + capacities["production"] + .combine_first(capacities["production design capacity"]) .combine_first(capacities["reserves"]) + ) geometry = gpd.points_from_xy(df["Longitude"], df["Latitude"]) return gpd.GeoDataFrame(df, geometry=geometry, crs="EPSG:4326") @@ -88,7 +95,7 @@ def build_gas_input_locations(gem_fn, entry_fn, sto_fn, countries): | (entry.from_country == "NO") # malformed datapoint # entries from NO to GB ] - sto = read_scigrid_gas(sto_fn) + sto = read_scigrid_gas(sto_fn) remove_country = ["RU", "UA", "TR", "BY"] sto = sto.query("country_code != @remove_country") diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 9387d4b1..d5c979fa 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1214,8 +1214,16 @@ def add_storage_and_grids(n, costs): # add existing gas storage capacity gas_i = n.stores.carrier == "gas" - e_nom = gas_input_nodes["storage"].rename(lambda x: x + " gas Store").reindex(n.stores.index).fillna(0.) * 1e3 # MWh_LHV - e_nom.clip(upper=e_nom.quantile(0.98), inplace=True) # limit extremely large storage + e_nom = ( + gas_input_nodes["storage"] + .rename(lambda x: x + " gas Store") + .reindex(n.stores.index) + .fillna(0.0) + * 1e3 + ) # MWh_LHV + e_nom.clip( + upper=e_nom.quantile(0.98), inplace=True + ) # limit extremely large storage n.stores.loc[gas_i, "e_nom_min"] = e_nom # add candidates for new gas pipelines to achieve full connectivity From 4983a2e02178dfe501358ce24636f877ecd4f478 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 3 Jan 2024 08:19:52 +0100 Subject: [PATCH 370/608] add release note --- doc/release_notes.rst | 3 +++ 1 file changed, 3 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 634209c7..36823791 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -65,6 +65,9 @@ Upcoming Release * Validate downloads from Zenodo using MD5 checksums. This identifies corrupted or incomplete downloads. +* Add locations, capacities and costs of existing gas storage using Global + Energy Monitor's `Europe Gas Tracker + `_. **Bugs and Compatibility** From 19b503d7580faf75dba539923d255c37f4038fd7 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 11 Aug 2023 12:07:03 +0200 Subject: [PATCH 371/608] retrieve.smk: add scigrid storages to files of interest --- rules/retrieve.smk | 1 + 1 file changed, 1 insertion(+) diff --git a/rules/retrieve.smk b/rules/retrieve.smk index 4c9ca814..4ded2a46 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -169,6 +169,7 @@ if config["enable"]["retrieve"] and ( "IGGIELGN_LNGs.geojson", "IGGIELGN_BorderPoints.geojson", "IGGIELGN_Productions.geojson", + "IGGIELGN_Storages.geojson", "IGGIELGN_PipeSegments.geojson", ] From 0d03d384cc0ce27e681b76d14418b6d1b5cf9d1c Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 3 Jan 2024 09:07:08 +0100 Subject: [PATCH 372/608] lossy_bidirectional_links: use original length for loss calculation --- scripts/prepare_sector_network.py | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 998f954e..09de541a 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3309,15 +3309,16 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): n.links.loc[carrier_i, "length"] / 1e3 ) rev_links = ( - n.links.loc[carrier_i].copy().rename({"bus0": "bus1", "bus1": "bus0"}, axis=1) + n.links.loc[carrier_i].copy().rename({"bus0": "bus1", "bus1": "bus0", "length": "length_original"}, axis=1) ) - rev_links.capital_cost = 0 - rev_links.length = 0 + rev_links["capital_cost"] = 0 + rev_links["length"] = 0 rev_links["reversed"] = True rev_links.index = rev_links.index.map(lambda x: x + "-reversed") n.links = pd.concat([n.links, rev_links], sort=False) n.links["reversed"] = n.links["reversed"].fillna(False) + n.links["length_original"] = n.links["length_original"].fillna(n.links.length) # do compression losses after concatenation to take electricity consumption at bus0 in either direction carrier_i = n.links.query("carrier == @carrier").index @@ -3326,7 +3327,7 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): n.buses.location ) # electricity n.links.loc[carrier_i, "efficiency2"] = ( - -compression_per_1000km * n.links.loc[carrier_i, "length"] / 1e3 + -compression_per_1000km * n.links.loc[carrier_i, "length_original"] / 1e3 ) From 2b2bad392f6c83771472d93ca2df597608ea6b26 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 3 Jan 2024 08:08:21 +0000 Subject: [PATCH 373/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 09de541a..bab8de7b 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3309,7 +3309,9 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): n.links.loc[carrier_i, "length"] / 1e3 ) rev_links = ( - n.links.loc[carrier_i].copy().rename({"bus0": "bus1", "bus1": "bus0", "length": "length_original"}, axis=1) + n.links.loc[carrier_i] + .copy() + .rename({"bus0": "bus1", "bus1": "bus0", "length": "length_original"}, axis=1) ) rev_links["capital_cost"] = 0 rev_links["length"] = 0 From 075ffb5c043edf16b1a9b69c4be3ed31da7919b4 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 3 Jan 2024 09:26:08 +0100 Subject: [PATCH 374/608] add release notes and documentation --- doc/release_notes.rst | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 505c747e..82f63252 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,13 @@ Release Notes Upcoming Release ================ +* Add option to specify losses for bidirectional links, e.g. pipelines or HVDC + links, in configuration file under ``sector: transmission_efficiency:``. Users + can specify static or length-dependent values as well as a length-dependent + electricity demand for compression, which is implemented as a multi-link to + the local electricity buses. The bidirectional links will then be split into + two unidirectional links with linked capacities. + * Updated Global Energy Monitor LNG terminal data to March 2023 version. * For industry distribution, use EPRTR as fallback if ETS data is not available. From d829d6fd3da28cc7103648132b07726deda1b9c8 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 3 Jan 2024 09:28:24 +0100 Subject: [PATCH 375/608] add release notes and documentation --- doc/configtables/sector.csv | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/doc/configtables/sector.csv b/doc/configtables/sector.csv index d610c862..2767c603 100644 --- a/doc/configtables/sector.csv +++ b/doc/configtables/sector.csv @@ -107,6 +107,11 @@ electricity_distribution _grid,--,"{true, false}",Add a simplified representatio electricity_distribution _grid_cost_factor,,,Multiplies the investment cost of the electricity distribution grid ,,, electricity_grid _connection,--,"{true, false}",Add the cost of electricity grid connection for onshore wind and solar +transmission_efficiency,,,Section to specify transmission losses or compression energy demands of bidirectional links. Splits them into two capacity-linked unidirectional links. +-- {carrier},--,str,The carrier of the link. +-- -- efficiency_static,p.u.,float,Length-independent transmission efficiency. +-- -- efficiency_per_1000km,p.u. per 1000 km,float,Length-dependent transmission efficiency ($\eta^{\text{length}}$) +-- -- compression_per_1000km,p.u. per 1000 km,float,Length-dependent electricity demand for compression ($\eta \cdot \text{length}$) implemented as multi-link to local electricity bus. H2_network,--,"{true, false}",Add option for new hydrogen pipelines gas_network,--,"{true, false}","Add existing natural gas infrastructure, incl. LNG terminals, production and entry-points. The existing gas network is added with a lossless transport model. A length-weighted `k-edge augmentation algorithm `_ can be run to add new candidate gas pipelines such that all regions of the model can be connected to the gas network. When activated, all the gas demands are regionally disaggregated as well." H2_retrofit,--,"{true, false}",Add option for retrofiting existing pipelines to transport hydrogen. From 9d939fa635f8a0b55f7049dd23a29facfeda1471 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 3 Jan 2024 10:12:43 +0100 Subject: [PATCH 376/608] remove helmeth option --- config/config.default.yaml | 2 -- doc/configtables/sector.csv | 1 - doc/release_notes.rst | 2 ++ scripts/plot_network.py | 4 ++-- scripts/plot_summary.py | 1 - scripts/prepare_sector_network.py | 17 ----------------- 6 files changed, 4 insertions(+), 23 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index d7704a27..e8ca22dc 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -451,7 +451,6 @@ sector: solar_cf_correction: 0.788457 # = >>> 1/1.2683 marginal_cost_storage: 0. #1e-4 methanation: true - helmeth: false coal_cc: false dac: true co2_vent: false @@ -954,7 +953,6 @@ plotting: Sabatier: '#9850ad' methanation: '#c44ce6' methane: '#c44ce6' - helmeth: '#e899ff' # synfuels Fischer-Tropsch: '#25c49a' liquid: '#25c49a' diff --git a/doc/configtables/sector.csv b/doc/configtables/sector.csv index 280c1906..57e6ce3d 100644 --- a/doc/configtables/sector.csv +++ b/doc/configtables/sector.csv @@ -71,7 +71,6 @@ solar_thermal,--,"{true, false}",Add option for using solar thermal to generate solar_cf_correction,--,float,The correction factor for the value provided by the solar thermal profile calculations marginal_cost_storage,currency/MWh ,float,The marginal cost of discharging batteries in distributed grids methanation,--,"{true, false}",Add option for transforming hydrogen and CO2 into methane using methanation. -helmeth,--,"{true, false}",Add option for transforming power into gas using HELMETH (Integrated High-Temperature ELectrolysis and METHanation for Effective Power to Gas Conversion) coal_cc,--,"{true, false}",Add option for coal CHPs with carbon capture dac,--,"{true, false}",Add option for Direct Air Capture (DAC) co2_vent,--,"{true, false}",Add option for vent out CO2 from storages to the atmosphere. diff --git a/doc/release_notes.rst b/doc/release_notes.rst index f84c0f83..5ac7925e 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -79,6 +79,8 @@ Upcoming Release Energy Monitor's `Europe Gas Tracker `_. +* Remove HELMETH option. + **Bugs and Compatibility** * A bug preventing custom powerplants specified in ``data/custom_powerplants.csv`` was fixed. (https://github.com/PyPSA/pypsa-eur/pull/732) diff --git a/scripts/plot_network.py b/scripts/plot_network.py index f44bb6de..67481120 100644 --- a/scripts/plot_network.py +++ b/scripts/plot_network.py @@ -31,7 +31,7 @@ def rename_techs_tyndp(tech): tech = rename_techs(tech) if "heat pump" in tech or "resistive heater" in tech: return "power-to-heat" - elif tech in ["H2 Electrolysis", "methanation", "helmeth", "H2 liquefaction"]: + elif tech in ["H2 Electrolysis", "methanation", "H2 liquefaction"]: return "power-to-gas" elif tech == "H2": return "H2 storage" @@ -495,7 +495,7 @@ def plot_ch4_map(network): # make a fake MultiIndex so that area is correct for legend fossil_gas.index = pd.MultiIndex.from_product([fossil_gas.index, ["fossil gas"]]) - methanation_i = n.links[n.links.carrier.isin(["helmeth", "Sabatier"])].index + methanation_i = n.links.query("carrier == 'Sabatier'").index methanation = ( abs( n.links_t.p1.loc[:, methanation_i].mul( diff --git a/scripts/plot_summary.py b/scripts/plot_summary.py index 5804e785..67ac9b55 100644 --- a/scripts/plot_summary.py +++ b/scripts/plot_summary.py @@ -121,7 +121,6 @@ preferred_order = pd.Index( "gas boiler", "gas", "natural gas", - "helmeth", "methanation", "ammonia", "hydrogen storage", diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index c4a67a38..f746fe9c 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1369,23 +1369,6 @@ def add_storage_and_grids(n, costs): lifetime=costs.at["methanation", "lifetime"], ) - if options["helmeth"]: - n.madd( - "Link", - spatial.nodes, - suffix=" helmeth", - bus0=nodes, - bus1=spatial.gas.nodes, - bus2=spatial.co2.nodes, - carrier="helmeth", - p_nom_extendable=True, - efficiency=costs.at["helmeth", "efficiency"], - efficiency2=-costs.at["helmeth", "efficiency"] - * costs.at["gas", "CO2 intensity"], - capital_cost=costs.at["helmeth", "fixed"], - lifetime=costs.at["helmeth", "lifetime"], - ) - if options.get("coal_cc"): n.madd( "Link", From 92df7bbb9c786667364f7358f5ee90caad87ec1d Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 3 Jan 2024 10:27:42 +0100 Subject: [PATCH 377/608] build_renewable_profiles: improve logging of time passed --- scripts/build_renewable_profiles.py | 29 +++++++++++++++++++++-------- 1 file changed, 21 insertions(+), 8 deletions(-) diff --git a/scripts/build_renewable_profiles.py b/scripts/build_renewable_profiles.py index 3a1c525e..ef8683cb 100644 --- a/scripts/build_renewable_profiles.py +++ b/scripts/build_renewable_profiles.py @@ -277,15 +277,14 @@ if __name__ == "__main__": snakemake.input.country_shapes, buffer=buffer, invert=True ) + logger.info("Calculate landuse availability...") + start = time.time() + kwargs = dict(nprocesses=nprocesses, disable_progressbar=noprogress) - if noprogress: - logger.info("Calculate landuse availabilities...") - start = time.time() - availability = cutout.availabilitymatrix(regions, excluder, **kwargs) - duration = time.time() - start - logger.info(f"Completed availability calculation ({duration:2.2f}s)") - else: - availability = cutout.availabilitymatrix(regions, excluder, **kwargs) + availability = cutout.availabilitymatrix(regions, excluder, **kwargs) + + duration = time.time() - start + logger.info(f"Completed landuse availability calculation ({duration:2.2f}s)") # For Moldova and Ukraine: Overwrite parts not covered by Corine with # externally determined available areas @@ -304,8 +303,19 @@ if __name__ == "__main__": func = getattr(cutout, resource.pop("method")) if client is not None: resource["dask_kwargs"] = {"scheduler": client} + + logger.info("Calculate average capacity factor...") + start = time.time() + capacity_factor = correction_factor * func(capacity_factor=True, **resource) layout = capacity_factor * area * capacity_per_sqkm + + duration = time.time() - start + logger.info(f"Completed average capacity factor calculation ({duration:2.2f}s)") + + logger.info("Calculate weighted capacity factor time series...") + start = time.time() + profile, capacities = func( matrix=availability.stack(spatial=["y", "x"]), layout=layout, @@ -315,6 +325,9 @@ if __name__ == "__main__": **resource, ) + duration = time.time() - start + logger.info(f"Completed weighted capacity factor time series calculation ({duration:2.2f}s)") + logger.info(f"Calculating maximal capacity per bus (method '{p_nom_max_meth}')") if p_nom_max_meth == "simple": p_nom_max = capacity_per_sqkm * availability @ area From fdb63bc6ca4c3aa332104d26bca1c0a5d5c546c1 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 3 Jan 2024 09:29:08 +0000 Subject: [PATCH 378/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/build_renewable_profiles.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/scripts/build_renewable_profiles.py b/scripts/build_renewable_profiles.py index ef8683cb..83c79482 100644 --- a/scripts/build_renewable_profiles.py +++ b/scripts/build_renewable_profiles.py @@ -326,7 +326,9 @@ if __name__ == "__main__": ) duration = time.time() - start - logger.info(f"Completed weighted capacity factor time series calculation ({duration:2.2f}s)") + logger.info( + f"Completed weighted capacity factor time series calculation ({duration:2.2f}s)" + ) logger.info(f"Calculating maximal capacity per bus (method '{p_nom_max_meth}')") if p_nom_max_meth == "simple": From 6b344c9901f7aa78d8714ad00cb9626b2773cb37 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 3 Jan 2024 10:33:33 +0100 Subject: [PATCH 379/608] renewable_profiles: remove conservative potential estimation method --- config/config.default.yaml | 4 -- doc/configtables/offwind-ac.csv | 1 - doc/configtables/offwind-dc.csv | 1 - doc/configtables/onwind.csv | 1 - doc/configtables/solar.csv | 1 - scripts/build_renewable_profiles.py | 98 ++++++++++++----------------- 6 files changed, 40 insertions(+), 66 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index d7704a27..dc818e84 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -167,7 +167,6 @@ renewable: distance_grid_codes: [1, 2, 3, 4, 5, 6] natura: true excluder_resolution: 100 - potential: simple # or conservative clip_p_max_pu: 1.e-2 offwind-ac: cutout: europe-2013-era5 @@ -183,7 +182,6 @@ renewable: max_depth: 50 max_shore_distance: 30000 excluder_resolution: 200 - potential: simple # or conservative clip_p_max_pu: 1.e-2 offwind-dc: cutout: europe-2013-era5 @@ -199,7 +197,6 @@ renewable: max_depth: 50 min_shore_distance: 30000 excluder_resolution: 200 - potential: simple # or conservative clip_p_max_pu: 1.e-2 solar: cutout: europe-2013-sarah @@ -214,7 +211,6 @@ renewable: corine: [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 26, 31, 32] natura: true excluder_resolution: 100 - potential: simple # or conservative clip_p_max_pu: 1.e-2 hydro: cutout: europe-2013-era5 diff --git a/doc/configtables/offwind-ac.csv b/doc/configtables/offwind-ac.csv index 6b756799..c3512a9e 100644 --- a/doc/configtables/offwind-ac.csv +++ b/doc/configtables/offwind-ac.csv @@ -12,5 +12,4 @@ ship_threshold,--,float,"Ship density threshold from which areas are excluded." max_depth,m,float,"Maximum sea water depth at which wind turbines can be build. Maritime areas with deeper waters are excluded in the process of calculating the AC-connected offshore wind potential." min_shore_distance,m,float,"Minimum distance to the shore below which wind turbines cannot be build. Such areas close to the shore are excluded in the process of calculating the AC-connected offshore wind potential." max_shore_distance,m,float,"Maximum distance to the shore above which wind turbines cannot be build. Such areas close to the shore are excluded in the process of calculating the AC-connected offshore wind potential." -potential,--,"One of {'simple', 'conservative'}","Method to compute the maximal installable potential for a node; confer :ref:`renewableprofiles`" clip_p_max_pu,p.u.,float,"To avoid too small values in the renewables` per-unit availability time series values below this threshold are set to zero." diff --git a/doc/configtables/offwind-dc.csv b/doc/configtables/offwind-dc.csv index 1f72228a..35095597 100644 --- a/doc/configtables/offwind-dc.csv +++ b/doc/configtables/offwind-dc.csv @@ -12,5 +12,4 @@ ship_threshold,--,float,"Ship density threshold from which areas are excluded." max_depth,m,float,"Maximum sea water depth at which wind turbines can be build. Maritime areas with deeper waters are excluded in the process of calculating the AC-connected offshore wind potential." min_shore_distance,m,float,"Minimum distance to the shore below which wind turbines cannot be build." max_shore_distance,m,float,"Maximum distance to the shore above which wind turbines cannot be build." -potential,--,"One of {'simple', 'conservative'}","Method to compute the maximal installable potential for a node; confer :ref:`renewableprofiles`" clip_p_max_pu,p.u.,float,"To avoid too small values in the renewables` per-unit availability time series values below this threshold are set to zero." diff --git a/doc/configtables/onwind.csv b/doc/configtables/onwind.csv index ba9482e5..b7e823b3 100644 --- a/doc/configtables/onwind.csv +++ b/doc/configtables/onwind.csv @@ -9,7 +9,6 @@ corine,,, -- distance,m,float,"Distance to keep from areas specified in ``distance_grid_codes``" -- distance_grid_codes,--,"Any subset of the `CORINE Land Cover code list `_","Specifies areas according to CORINE Land Cover codes to which wind turbines must maintain a distance specified in the setting ``distance``." natura,bool,"{true, false}","Switch to exclude `Natura 2000 `_ natural protection areas. Area is excluded if ``true``." -potential,--,"One of {'simple', 'conservative'}","Method to compute the maximal installable potential for a node; confer :ref:`renewableprofiles`" clip_p_max_pu,p.u.,float,"To avoid too small values in the renewables` per-unit availability time series values below this threshold are set to zero." correction_factor,--,float,"Correction factor for capacity factor time series." excluder_resolution,m,float,"Resolution on which to perform geographical elibility analysis." diff --git a/doc/configtables/solar.csv b/doc/configtables/solar.csv index 803445d5..7da1281b 100644 --- a/doc/configtables/solar.csv +++ b/doc/configtables/solar.csv @@ -10,6 +10,5 @@ capacity_per_sqkm,:math:`MW/km^2`,float,"Allowable density of solar panel placem correction_factor,--,float,"A correction factor for the capacity factor (availability) time series." corine,--,"Any subset of the `CORINE Land Cover code list `_","Specifies areas according to CORINE Land Cover codes which are generally eligible for solar panel placement." natura,bool,"{true, false}","Switch to exclude `Natura 2000 `_ natural protection areas. Area is excluded if ``true``." -potential,--,"One of {'simple', 'conservative'}","Method to compute the maximal installable potential for a node; confer :ref:`renewableprofiles`" clip_p_max_pu,p.u.,float,"To avoid too small values in the renewables` per-unit availability time series values below this threshold are set to zero." excluder_resolution,m,float,"Resolution on which to perform geographical elibility analysis." diff --git a/scripts/build_renewable_profiles.py b/scripts/build_renewable_profiles.py index 3a1c525e..c33bdf9b 100644 --- a/scripts/build_renewable_profiles.py +++ b/scripts/build_renewable_profiles.py @@ -7,10 +7,10 @@ """ Calculates for each network node the (i) installable capacity (based on land- use), (ii) the available generation time series (based on weather data), and -(iii) the average distance from the node for onshore wind, AC-connected -offshore wind, DC-connected offshore wind and solar PV generators. In addition -for offshore wind it calculates the fraction of the grid connection which is -under water. +(iii) the average distance from the node for onshore wind, AC-connected offshore +wind, DC-connected offshore wind and solar PV generators. In addition for +offshore wind it calculates the fraction of the grid connection which is under +water. .. note:: Hydroelectric profiles are built in script :mod:`build_hydro_profiles`. @@ -26,20 +26,9 @@ Relevant settings renewable: {technology}: - cutout: - corine: - grid_codes: - distance: - natura: - max_depth: - max_shore_distance: - min_shore_distance: - capacity_per_sqkm: - correction_factor: - potential: - min_p_max_pu: - clip_p_max_pu: - resource: + cutout: corine: grid_codes: distance: natura: max_depth: + max_shore_distance: min_shore_distance: capacity_per_sqkm: + correction_factor: min_p_max_pu: clip_p_max_pu: resource: .. seealso:: Documentation of the configuration file ``config/config.yaml`` at @@ -48,21 +37,30 @@ Relevant settings Inputs ------ -- ``data/bundle/corine/g250_clc06_V18_5.tif``: `CORINE Land Cover (CLC) `_ inventory on `44 classes `_ of land use (e.g. forests, arable land, industrial, urban areas). +- ``data/bundle/corine/g250_clc06_V18_5.tif``: `CORINE Land Cover (CLC) + `_ inventory on `44 + classes `_ of + land use (e.g. forests, arable land, industrial, urban areas). .. image:: img/corine.png :scale: 33 % -- ``data/bundle/GEBCO_2014_2D.nc``: A `bathymetric `_ data set with a global terrain model for ocean and land at 15 arc-second intervals by the `General Bathymetric Chart of the Oceans (GEBCO) `_. +- ``data/bundle/GEBCO_2014_2D.nc``: A `bathymetric + `_ data set with a global terrain + model for ocean and land at 15 arc-second intervals by the `General + Bathymetric Chart of the Oceans (GEBCO) + `_. .. image:: img/gebco_2019_grid_image.jpg :scale: 50 % - **Source:** `GEBCO `_ + **Source:** `GEBCO + `_ - ``resources/natura.tiff``: confer :ref:`natura` - ``resources/offshore_shapes.geojson``: confer :ref:`shapes` -- ``resources/regions_onshore.geojson``: (if not offshore wind), confer :ref:`busregions` +- ``resources/regions_onshore.geojson``: (if not offshore wind), confer + :ref:`busregions` - ``resources/regions_offshore.geojson``: (if offshore wind), :ref:`busregions` - ``"cutouts/" + params["renewable"][{technology}]['cutout']``: :ref:`cutout` - ``networks/base.nc``: :ref:`base` @@ -128,25 +126,25 @@ Description This script functions at two main spatial resolutions: the resolution of the network nodes and their `Voronoi cells `_, and the resolution of the -cutout grid cells for the weather data. Typically the weather data grid is -finer than the network nodes, so we have to work out the distribution of -generators across the grid cells within each Voronoi cell. This is done by -taking account of a combination of the available land at each grid cell and the -capacity factor there. +cutout grid cells for the weather data. Typically the weather data grid is finer +than the network nodes, so we have to work out the distribution of generators +across the grid cells within each Voronoi cell. This is done by taking account +of a combination of the available land at each grid cell and the capacity factor +there. First the script computes how much of the technology can be installed at each cutout grid cell and each node using the `GLAES -`_ library. This uses the CORINE land use data, -Natura2000 nature reserves and GEBCO bathymetry data. +`_ library. This uses the CORINE land use +data, Natura2000 nature reserves and GEBCO bathymetry data. .. image:: img/eligibility.png :scale: 50 % :align: center -To compute the layout of generators in each node's Voronoi cell, the -installable potential in each grid cell is multiplied with the capacity factor -at each grid cell. This is done since we assume more generators are installed -at cells with a higher capacity factor. +To compute the layout of generators in each node's Voronoi cell, the installable +potential in each grid cell is multiplied with the capacity factor at each grid +cell. This is done since we assume more generators are installed at cells with a +higher capacity factor. .. image:: img/offwinddc-gridcell.png :scale: 50 % @@ -164,20 +162,14 @@ at cells with a higher capacity factor. :scale: 50 % :align: center -This layout is then used to compute the generation availability time series -from the weather data cutout from ``atlite``. +This layout is then used to compute the generation availability time series from +the weather data cutout from ``atlite``. -Two methods are available to compute the maximal installable potential for the -node (`p_nom_max`): ``simple`` and ``conservative``: - -- ``simple`` adds up the installable potentials of the individual grid cells. - If the model comes close to this limit, then the time series may slightly - overestimate production since it is assumed the geographical distribution is - proportional to capacity factor. - -- ``conservative`` assertains the nodal limit by increasing capacities - proportional to the layout until the limit of an individual grid cell is - reached. +The maximal installable potential for the node (`p_nom_max`) is computed by +adding up the installable potentials of the individual grid cells. +If the model comes close to this limit, then the time series may slightly +overestimate production since it is assumed the geographical distribution is +proportional to capacity factor. """ import functools import logging @@ -210,7 +202,6 @@ if __name__ == "__main__": resource = params["resource"] # pv panel params / wind turbine params correction_factor = params.get("correction_factor", 1.0) capacity_per_sqkm = params["capacity_per_sqkm"] - p_nom_max_meth = params.get("potential", "conservative") if isinstance(params.get("corine", {}), list): params["corine"] = {"grid_codes": params["corine"]} @@ -315,17 +306,8 @@ if __name__ == "__main__": **resource, ) - logger.info(f"Calculating maximal capacity per bus (method '{p_nom_max_meth}')") - if p_nom_max_meth == "simple": - p_nom_max = capacity_per_sqkm * availability @ area - elif p_nom_max_meth == "conservative": - max_cap_factor = capacity_factor.where(availability != 0).max(["x", "y"]) - p_nom_max = capacities / max_cap_factor - else: - raise AssertionError( - 'Config key `potential` should be one of "simple" ' - f'(default) or "conservative", not "{p_nom_max_meth}"' - ) + logger.info(f"Calculating maximal capacity per bus") + p_nom_max = capacity_per_sqkm * availability @ area logger.info("Calculate average distances.") layoutmatrix = (layout * availability).stack(spatial=["y", "x"]) From 38d587944b8625cfb208f6cc0c5046b1a3ee97d6 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 3 Jan 2024 09:35:05 +0000 Subject: [PATCH 380/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/build_renewable_profiles.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/scripts/build_renewable_profiles.py b/scripts/build_renewable_profiles.py index c33bdf9b..0ad840ba 100644 --- a/scripts/build_renewable_profiles.py +++ b/scripts/build_renewable_profiles.py @@ -7,10 +7,10 @@ """ Calculates for each network node the (i) installable capacity (based on land- use), (ii) the available generation time series (based on weather data), and -(iii) the average distance from the node for onshore wind, AC-connected offshore -wind, DC-connected offshore wind and solar PV generators. In addition for -offshore wind it calculates the fraction of the grid connection which is under -water. +(iii) the average distance from the node for onshore wind, AC-connected +offshore wind, DC-connected offshore wind and solar PV generators. In addition +for offshore wind it calculates the fraction of the grid connection which is +under water. .. note:: Hydroelectric profiles are built in script :mod:`build_hydro_profiles`. From e423945e7d709d1cb59d85caab4b306bd752c045 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 3 Jan 2024 10:54:53 +0100 Subject: [PATCH 381/608] gas_input: ensure all columns exist even if column empty --- scripts/build_gas_input_locations.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/scripts/build_gas_input_locations.py b/scripts/build_gas_input_locations.py index 2f967c75..9ad3760d 100644 --- a/scripts/build_gas_input_locations.py +++ b/scripts/build_gas_input_locations.py @@ -161,8 +161,12 @@ if __name__ == "__main__": gas_input_nodes.to_file(snakemake.output.gas_input_nodes, driver="GeoJSON") + ensure_columns = ["lng", "pipeline", "production", "storage"] gas_input_nodes_s = ( - gas_input_nodes.groupby(["bus", "type"])["capacity"].sum().unstack() + gas_input_nodes.groupby(["bus", "type"])["capacity"] + .sum() + .unstack() + .reindex(columns=ensure_columns) ) gas_input_nodes_s.columns.name = "capacity" From 29afffb4ca1b8480d88580769960b9536c17ef26 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 3 Jan 2024 11:31:56 +0100 Subject: [PATCH 382/608] fix potential duplicate renaming of length_original --- scripts/prepare_sector_network.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 2ba64e87..54d5d7c8 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3441,8 +3441,9 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): rev_links = ( n.links.loc[carrier_i] .copy() - .rename({"bus0": "bus1", "bus1": "bus0", "length": "length_original"}, axis=1) + .rename({"bus0": "bus1", "bus1": "bus0"}, axis=1) ) + rev_links["length_original"] = rev_links["length"] rev_links["capital_cost"] = 0 rev_links["length"] = 0 rev_links["reversed"] = True From 4606cb131b292c02e95b2af3583e7df48561fcb9 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 3 Jan 2024 10:44:14 +0000 Subject: [PATCH 383/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 54d5d7c8..815bf6ff 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3439,9 +3439,7 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): n.links.loc[carrier_i, "length"] / 1e3 ) rev_links = ( - n.links.loc[carrier_i] - .copy() - .rename({"bus0": "bus1", "bus1": "bus0"}, axis=1) + n.links.loc[carrier_i].copy().rename({"bus0": "bus1", "bus1": "bus0"}, axis=1) ) rev_links["length_original"] = rev_links["length"] rev_links["capital_cost"] = 0 From 05495ce48413d2aee4c351da29b230cd62add824 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 3 Jan 2024 12:46:42 +0100 Subject: [PATCH 384/608] fix lossy bidirectional link coupling countraint for myopic --- scripts/solve_network.py | 17 ++++++++++++++--- 1 file changed, 14 insertions(+), 3 deletions(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index a2125895..0bfc68ff 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -691,13 +691,24 @@ def add_lossy_bidirectional_link_constraints(n): if not n.links.p_nom_extendable.any() or not "reversed" in n.links.columns: return - reversed_links = n.links.reversed.fillna(0).astype(bool) - carriers = n.links.loc[reversed_links, "carrier"].unique() + n.links["reversed"] = n.links.reversed.fillna(0).astype(bool) + carriers = n.links.loc[n.links.reversed, "carrier"].unique() forward_i = n.links.query( "carrier in @carriers and ~reversed and p_nom_extendable" ).index - backward_i = forward_i + "-reversed" + + def get_backward_i(forward_i): + return pd.Index( + [ + re.sub(r"-(\d{4})$", r"-reversed-\1", s) + if re.search(r"-\d{4}$", s) + else s + "-reversed" + for s in forward_i + ] + ) + + backward_i = get_backward_i(forward_i) lhs = n.model["Link-p_nom"].loc[backward_i] rhs = n.model["Link-p_nom"].loc[forward_i] From 80f9259bac4742b0f819ddc6542da458a7690874 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 3 Jan 2024 12:57:22 +0100 Subject: [PATCH 385/608] handle gas pipeline retrofitting with lossy links --- scripts/solve_network.py | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 0bfc68ff..98afd49d 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -774,9 +774,13 @@ def add_pipe_retrofit_constraint(n): """ Add constraint for retrofitting existing CH4 pipelines to H2 pipelines. """ - gas_pipes_i = n.links.query("carrier == 'gas pipeline' and p_nom_extendable").index + if "reversed" not in n.links.columns: + n.links["reversed"] = False + gas_pipes_i = n.links.query( + "carrier == 'gas pipeline' and p_nom_extendable and ~reversed" + ).index h2_retrofitted_i = n.links.query( - "carrier == 'H2 pipeline retrofitted' and p_nom_extendable" + "carrier == 'H2 pipeline retrofitted' and p_nom_extendable and ~reversed" ).index if h2_retrofitted_i.empty or gas_pipes_i.empty: From a3cfc8cde51a87ed2fe0babdd4f5c5b42cf993be Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 3 Jan 2024 13:05:46 +0100 Subject: [PATCH 386/608] add heat vent to tech_colors --- config/config.default.yaml | 1 + 1 file changed, 1 insertion(+) diff --git a/config/config.default.yaml b/config/config.default.yaml index d7704a27..b9fb76f4 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -885,6 +885,7 @@ plotting: # heat demand Heat load: '#cc1f1f' heat: '#cc1f1f' + heat vent: '#aa3344' heat demand: '#cc1f1f' rural heat: '#ff5c5c' residential rural heat: '#ff7c7c' From bcafbb1e5459ac90eb3fbb65f9b3da22149a2f7a Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 3 Jan 2024 13:15:43 +0100 Subject: [PATCH 387/608] compatibility for config with single node in single country --- scripts/build_clustered_population_layouts.py | 1 - scripts/build_heat_demand.py | 1 - scripts/build_solar_thermal_profiles.py | 1 - scripts/build_temperature_profiles.py | 1 - 4 files changed, 4 deletions(-) diff --git a/scripts/build_clustered_population_layouts.py b/scripts/build_clustered_population_layouts.py index 083f3de4..73972d3d 100644 --- a/scripts/build_clustered_population_layouts.py +++ b/scripts/build_clustered_population_layouts.py @@ -28,7 +28,6 @@ if __name__ == "__main__": gpd.read_file(snakemake.input.regions_onshore) .set_index("name") .buffer(0) - .squeeze() ) I = cutout.indicatormatrix(clustered_regions) diff --git a/scripts/build_heat_demand.py b/scripts/build_heat_demand.py index 73494260..da7c476e 100644 --- a/scripts/build_heat_demand.py +++ b/scripts/build_heat_demand.py @@ -34,7 +34,6 @@ if __name__ == "__main__": gpd.read_file(snakemake.input.regions_onshore) .set_index("name") .buffer(0) - .squeeze() ) I = cutout.indicatormatrix(clustered_regions) diff --git a/scripts/build_solar_thermal_profiles.py b/scripts/build_solar_thermal_profiles.py index d285691a..4e7a6cd4 100644 --- a/scripts/build_solar_thermal_profiles.py +++ b/scripts/build_solar_thermal_profiles.py @@ -36,7 +36,6 @@ if __name__ == "__main__": gpd.read_file(snakemake.input.regions_onshore) .set_index("name") .buffer(0) - .squeeze() ) I = cutout.indicatormatrix(clustered_regions) diff --git a/scripts/build_temperature_profiles.py b/scripts/build_temperature_profiles.py index 9db37c25..d8eaadce 100644 --- a/scripts/build_temperature_profiles.py +++ b/scripts/build_temperature_profiles.py @@ -34,7 +34,6 @@ if __name__ == "__main__": gpd.read_file(snakemake.input.regions_onshore) .set_index("name") .buffer(0) - .squeeze() ) I = cutout.indicatormatrix(clustered_regions) From d7051e7f66eb3bdbe0f790ea4513cbf01133b09a Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 3 Jan 2024 12:16:43 +0000 Subject: [PATCH 388/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/build_clustered_population_layouts.py | 4 +--- scripts/build_heat_demand.py | 4 +--- scripts/build_solar_thermal_profiles.py | 4 +--- scripts/build_temperature_profiles.py | 4 +--- 4 files changed, 4 insertions(+), 12 deletions(-) diff --git a/scripts/build_clustered_population_layouts.py b/scripts/build_clustered_population_layouts.py index 73972d3d..2f237656 100644 --- a/scripts/build_clustered_population_layouts.py +++ b/scripts/build_clustered_population_layouts.py @@ -25,9 +25,7 @@ if __name__ == "__main__": cutout = atlite.Cutout(snakemake.input.cutout) clustered_regions = ( - gpd.read_file(snakemake.input.regions_onshore) - .set_index("name") - .buffer(0) + gpd.read_file(snakemake.input.regions_onshore).set_index("name").buffer(0) ) I = cutout.indicatormatrix(clustered_regions) diff --git a/scripts/build_heat_demand.py b/scripts/build_heat_demand.py index da7c476e..77768404 100644 --- a/scripts/build_heat_demand.py +++ b/scripts/build_heat_demand.py @@ -31,9 +31,7 @@ if __name__ == "__main__": cutout = atlite.Cutout(snakemake.input.cutout).sel(time=time) clustered_regions = ( - gpd.read_file(snakemake.input.regions_onshore) - .set_index("name") - .buffer(0) + gpd.read_file(snakemake.input.regions_onshore).set_index("name").buffer(0) ) I = cutout.indicatormatrix(clustered_regions) diff --git a/scripts/build_solar_thermal_profiles.py b/scripts/build_solar_thermal_profiles.py index 4e7a6cd4..ee6ed881 100644 --- a/scripts/build_solar_thermal_profiles.py +++ b/scripts/build_solar_thermal_profiles.py @@ -33,9 +33,7 @@ if __name__ == "__main__": cutout = atlite.Cutout(snakemake.input.cutout).sel(time=time) clustered_regions = ( - gpd.read_file(snakemake.input.regions_onshore) - .set_index("name") - .buffer(0) + gpd.read_file(snakemake.input.regions_onshore).set_index("name").buffer(0) ) I = cutout.indicatormatrix(clustered_regions) diff --git a/scripts/build_temperature_profiles.py b/scripts/build_temperature_profiles.py index d8eaadce..a13ec3c2 100644 --- a/scripts/build_temperature_profiles.py +++ b/scripts/build_temperature_profiles.py @@ -31,9 +31,7 @@ if __name__ == "__main__": cutout = atlite.Cutout(snakemake.input.cutout).sel(time=time) clustered_regions = ( - gpd.read_file(snakemake.input.regions_onshore) - .set_index("name") - .buffer(0) + gpd.read_file(snakemake.input.regions_onshore).set_index("name").buffer(0) ) I = cutout.indicatormatrix(clustered_regions) From 00aa07242a313755f8de1a2a6da7111f4cc1abf6 Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Fri, 8 Dec 2023 17:53:28 +0100 Subject: [PATCH 389/608] add_brownfield: disable grid expansion if LV already hit Numerical problems were causing infeasibilities otherwise --- scripts/add_brownfield.py | 28 ++++++++++++++++++++++++++++ 1 file changed, 28 insertions(+) diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index 74102580..fb1453fd 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -119,6 +119,32 @@ def add_brownfield(n, n_p, year): n.links.loc[new_pipes, "p_nom"] = 0.0 n.links.loc[new_pipes, "p_nom_min"] = 0.0 +def disable_grid_expansion_if_LV_limit_hit(n): + if not "lv_limit" in n.global_constraints.index: + return + + #calculate minimum LV + attr = "nom_min" + dc = n.links.index[n.links.carrier == "DC"] + tot = (n.lines["s_" + attr]*n.lines["length"]).sum() + (n.links.loc[dc,"p_" + attr]*n.links.loc[dc,"length"]).sum() + + diff = n.global_constraints.at["lv_limit","constant"]-tot + + #allow small numerical differences + limit = 1 + + if diff < limit: + logger.info(f"LV is already reached (gap {diff}), disabling expansion and LV limit") + expandable_acs = n.lines.index[n.lines.s_nom_extendable] + n.lines.loc[expandable_acs,"s_nom_extendable"] = False + n.lines.loc[expandable_acs,"s_nom"] = n.lines.loc[expandable_acs,"s_nom_min"] + + expandable_dcs = n.links.index[n.links.p_nom_extendable & (n.links.carrier == "DC")] + n.links.loc[expandable_dcs,"p_nom_extendable"] = False + n.links.loc[expandable_dcs,"p_nom"] = n.links.loc[expandable_dcs,"p_nom_min"] + + n.global_constraints.drop("lv_limit", + inplace=True) if __name__ == "__main__": if "snakemake" not in globals(): @@ -150,5 +176,7 @@ if __name__ == "__main__": add_brownfield(n, n_p, year) + disable_grid_expansion_if_LV_limit_hit(n) + n.meta = dict(snakemake.config, **dict(wildcards=dict(snakemake.wildcards))) n.export_to_netcdf(snakemake.output[0]) From 42f11752caa06a57f3b4bde2de24f0d5e5e95255 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 3 Jan 2024 13:35:11 +0100 Subject: [PATCH 390/608] standardise formatting --- scripts/add_brownfield.py | 31 +++++++++++++++++++------------ 1 file changed, 19 insertions(+), 12 deletions(-) diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index fb1453fd..ffdaf46b 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -119,32 +119,39 @@ def add_brownfield(n, n_p, year): n.links.loc[new_pipes, "p_nom"] = 0.0 n.links.loc[new_pipes, "p_nom_min"] = 0.0 + def disable_grid_expansion_if_LV_limit_hit(n): if not "lv_limit" in n.global_constraints.index: return - #calculate minimum LV + # calculate minimum LV attr = "nom_min" dc = n.links.index[n.links.carrier == "DC"] - tot = (n.lines["s_" + attr]*n.lines["length"]).sum() + (n.links.loc[dc,"p_" + attr]*n.links.loc[dc,"length"]).sum() + tot = (n.lines["s_" + attr] * n.lines["length"]).sum() + ( + n.links.loc[dc, "p_" + attr] * n.links.loc[dc, "length"] + ).sum() - diff = n.global_constraints.at["lv_limit","constant"]-tot + diff = n.global_constraints.at["lv_limit", "constant"] - tot - #allow small numerical differences + # allow small numerical differences limit = 1 if diff < limit: - logger.info(f"LV is already reached (gap {diff}), disabling expansion and LV limit") + logger.info( + f"LV is already reached (gap {diff}), disabling expansion and LV limit" + ) expandable_acs = n.lines.index[n.lines.s_nom_extendable] - n.lines.loc[expandable_acs,"s_nom_extendable"] = False - n.lines.loc[expandable_acs,"s_nom"] = n.lines.loc[expandable_acs,"s_nom_min"] + n.lines.loc[expandable_acs, "s_nom_extendable"] = False + n.lines.loc[expandable_acs, "s_nom"] = n.lines.loc[expandable_acs, "s_nom_min"] - expandable_dcs = n.links.index[n.links.p_nom_extendable & (n.links.carrier == "DC")] - n.links.loc[expandable_dcs,"p_nom_extendable"] = False - n.links.loc[expandable_dcs,"p_nom"] = n.links.loc[expandable_dcs,"p_nom_min"] + expandable_dcs = n.links.index[ + n.links.p_nom_extendable & (n.links.carrier == "DC") + ] + n.links.loc[expandable_dcs, "p_nom_extendable"] = False + n.links.loc[expandable_dcs, "p_nom"] = n.links.loc[expandable_dcs, "p_nom_min"] + + n.global_constraints.drop("lv_limit", inplace=True) - n.global_constraints.drop("lv_limit", - inplace=True) if __name__ == "__main__": if "snakemake" not in globals(): From deba2a4ed53163ade07d2ba7a64c4f928ae10c72 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 3 Jan 2024 13:41:42 +0100 Subject: [PATCH 391/608] tidy code --- scripts/add_brownfield.py | 30 ++++++++++++------------------ 1 file changed, 12 insertions(+), 18 deletions(-) diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index ffdaf46b..9ddd3d99 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -124,31 +124,25 @@ def disable_grid_expansion_if_LV_limit_hit(n): if not "lv_limit" in n.global_constraints.index: return - # calculate minimum LV - attr = "nom_min" - dc = n.links.index[n.links.carrier == "DC"] - tot = (n.lines["s_" + attr] * n.lines["length"]).sum() + ( - n.links.loc[dc, "p_" + attr] * n.links.loc[dc, "length"] + total_expansion = ( + n.lines.eval("s_nom_min * length").sum() + + n.links.query("carrier == 'DC'").eval("p_nom_min * length").sum() ).sum() - diff = n.global_constraints.at["lv_limit", "constant"] - tot + lv_limit = n.global_constraints.at["lv_limit", "constant"] # allow small numerical differences - limit = 1 - - if diff < limit: + if lv_limit - total_expansion < 1: logger.info( - f"LV is already reached (gap {diff}), disabling expansion and LV limit" + f"LV is already reached (gap {diff} MWkm), disabling expansion and LV limit" ) - expandable_acs = n.lines.index[n.lines.s_nom_extendable] - n.lines.loc[expandable_acs, "s_nom_extendable"] = False - n.lines.loc[expandable_acs, "s_nom"] = n.lines.loc[expandable_acs, "s_nom_min"] + extendable_acs = n.lines.query("s_nom_extendable").index + n.lines.loc[extendable_acs, "s_nom_extendable"] = False + n.lines.loc[extendable_acs, "s_nom"] = n.lines.loc[extendable_acs, "s_nom_min"] - expandable_dcs = n.links.index[ - n.links.p_nom_extendable & (n.links.carrier == "DC") - ] - n.links.loc[expandable_dcs, "p_nom_extendable"] = False - n.links.loc[expandable_dcs, "p_nom"] = n.links.loc[expandable_dcs, "p_nom_min"] + extendable_dcs = n.links.query("carrier == 'DC' and p_nom_extendable").index + n.links.loc[extendable_dcs, "p_nom_extendable"] = False + n.links.loc[extendable_dcs, "p_nom"] = n.links.loc[extendable_dcs, "p_nom_min"] n.global_constraints.drop("lv_limit", inplace=True) From 257b16efd8efae8848171083c1d4c04ab4af9579 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 3 Jan 2024 13:47:13 +0100 Subject: [PATCH 392/608] print IIS if solver returns status infeasible --- scripts/solve_network.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index ff2a2f23..8c46e025 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -839,6 +839,9 @@ def solve_network(n, config, solving, opts="", **kwargs): f"Solving status '{status}' with termination condition '{condition}'" ) if "infeasible" in condition: + labels = n.model.compute_infeasibilities() + logger.info("Labels:\n" + labels) + n.model.print_infeasibilities() raise RuntimeError("Solving status 'infeasible'") return n From 2acddb6a7ccf1c6d30bcf8d452e7c2bd61a7a36c Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 3 Jan 2024 13:48:34 +0100 Subject: [PATCH 393/608] add release note --- doc/release_notes.rst | 3 +++ 1 file changed, 3 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 5ac7925e..31e492a8 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -81,6 +81,9 @@ Upcoming Release * Remove HELMETH option. +* Print Irreducible Infeasible Subset (IIS) if model is infeasible. Only for + solvers with IIS support. + **Bugs and Compatibility** * A bug preventing custom powerplants specified in ``data/custom_powerplants.csv`` was fixed. (https://github.com/PyPSA/pypsa-eur/pull/732) From ecd85d23d317e1acf106bf1a2b28c82fff77a275 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 3 Jan 2024 15:01:43 +0100 Subject: [PATCH 394/608] add option to use LUISA land coverage data --- config/config.default.yaml | 7 ++++ doc/configtables/offwind-ac.csv | 1 + doc/configtables/offwind-dc.csv | 1 + doc/configtables/onwind.csv | 4 ++ doc/configtables/solar.csv | 1 + doc/release_notes.rst | 10 +++++ rules/build_electricity.smk | 5 +++ rules/retrieve.smk | 16 +++++++ scripts/build_renewable_profiles.py | 65 +++++++++++++++++------------ 9 files changed, 84 insertions(+), 26 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 74844ec0..eddd0271 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -165,6 +165,10 @@ renewable: grid_codes: [12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 32] distance: 1000 distance_grid_codes: [1, 2, 3, 4, 5, 6] + luisa: false + # grid_codes: [1111, 1121, 1122, 1123, 1130, 1210, 1221, 1222, 1230, 1241, 1242] + # distance: 1000 + # distance_grid_codes: [1111, 1121, 1122, 1123, 1130, 1210, 1221, 1222, 1230, 1241, 1242] natura: true excluder_resolution: 100 clip_p_max_pu: 1.e-2 @@ -177,6 +181,7 @@ renewable: capacity_per_sqkm: 2 correction_factor: 0.8855 corine: [44, 255] + luisa: false # [0, 5230] natura: true ship_threshold: 400 max_depth: 50 @@ -192,6 +197,7 @@ renewable: capacity_per_sqkm: 2 correction_factor: 0.8855 corine: [44, 255] + luisa: false # [0, 5230] natura: true ship_threshold: 400 max_depth: 50 @@ -209,6 +215,7 @@ renewable: capacity_per_sqkm: 1.7 # correction_factor: 0.854337 corine: [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 26, 31, 32] + luisa: false # [1111, 1121, 1122, 1123, 1130, 1210, 1221, 1222, 1230, 1241, 1242, 1310, 1320, 1330, 1410, 1421, 1422, 2110, 2120, 2130, 2210, 2220, 2230, 2310, 2410, 2420, 3210, 3320, 3330] natura: true excluder_resolution: 100 clip_p_max_pu: 1.e-2 diff --git a/doc/configtables/offwind-ac.csv b/doc/configtables/offwind-ac.csv index c3512a9e..9dc0614c 100644 --- a/doc/configtables/offwind-ac.csv +++ b/doc/configtables/offwind-ac.csv @@ -7,6 +7,7 @@ capacity_per_sqkm,:math:`MW/km^2`,float,"Allowable density of wind turbine place correction_factor,--,float,"Correction factor for capacity factor time series." excluder_resolution,m,float,"Resolution on which to perform geographical elibility analysis." corine,--,"Any *realistic* subset of the `CORINE Land Cover code list `_","Specifies areas according to CORINE Land Cover codes which are generally eligible for AC-connected offshore wind turbine placement." +luisa,--,"Any subset of the `LUISA Base Map codes in Annex 1 `_","Specifies areas according to the LUISA Base Map codes which are generally eligible for AC-connected offshore wind turbine placement." natura,bool,"{true, false}","Switch to exclude `Natura 2000 `_ natural protection areas. Area is excluded if ``true``." ship_threshold,--,float,"Ship density threshold from which areas are excluded." max_depth,m,float,"Maximum sea water depth at which wind turbines can be build. Maritime areas with deeper waters are excluded in the process of calculating the AC-connected offshore wind potential." diff --git a/doc/configtables/offwind-dc.csv b/doc/configtables/offwind-dc.csv index 35095597..c947f358 100644 --- a/doc/configtables/offwind-dc.csv +++ b/doc/configtables/offwind-dc.csv @@ -7,6 +7,7 @@ capacity_per_sqkm,:math:`MW/km^2`,float,"Allowable density of wind turbine place correction_factor,--,float,"Correction factor for capacity factor time series." excluder_resolution,m,float,"Resolution on which to perform geographical elibility analysis." corine,--,"Any *realistic* subset of the `CORINE Land Cover code list `_","Specifies areas according to CORINE Land Cover codes which are generally eligible for AC-connected offshore wind turbine placement." +luisa,--,"Any subset of the `LUISA Base Map codes in Annex 1 `_","Specifies areas according to the LUISA Base Map codes which are generally eligible for DC-connected offshore wind turbine placement." natura,bool,"{true, false}","Switch to exclude `Natura 2000 `_ natural protection areas. Area is excluded if ``true``." ship_threshold,--,float,"Ship density threshold from which areas are excluded." max_depth,m,float,"Maximum sea water depth at which wind turbines can be build. Maritime areas with deeper waters are excluded in the process of calculating the AC-connected offshore wind potential." diff --git a/doc/configtables/onwind.csv b/doc/configtables/onwind.csv index b7e823b3..f6b36e5d 100644 --- a/doc/configtables/onwind.csv +++ b/doc/configtables/onwind.csv @@ -8,6 +8,10 @@ corine,,, -- grid_codes,--,"Any subset of the `CORINE Land Cover code list `_","Specifies areas according to CORINE Land Cover codes which are generally eligible for wind turbine placement." -- distance,m,float,"Distance to keep from areas specified in ``distance_grid_codes``" -- distance_grid_codes,--,"Any subset of the `CORINE Land Cover code list `_","Specifies areas according to CORINE Land Cover codes to which wind turbines must maintain a distance specified in the setting ``distance``." +luisa,,, +-- grid_codes,--,"Any subset of the `LUISA Base Map codes in Annex 1 `_","Specifies areas according to the LUISA Base Map codes which are generally eligible for wind turbine placement." +-- distance,m,float,"Distance to keep from areas specified in ``distance_grid_codes``" +-- distance_grid_codes,--,"Any subset of the `LUISA Base Map codes in Annex 1 `_","Specifies areas according to the LUISA Base Map codes to which wind turbines must maintain a distance specified in the setting ``distance``." natura,bool,"{true, false}","Switch to exclude `Natura 2000 `_ natural protection areas. Area is excluded if ``true``." clip_p_max_pu,p.u.,float,"To avoid too small values in the renewables` per-unit availability time series values below this threshold are set to zero." correction_factor,--,float,"Correction factor for capacity factor time series." diff --git a/doc/configtables/solar.csv b/doc/configtables/solar.csv index 7da1281b..8328d342 100644 --- a/doc/configtables/solar.csv +++ b/doc/configtables/solar.csv @@ -9,6 +9,7 @@ resource,,, capacity_per_sqkm,:math:`MW/km^2`,float,"Allowable density of solar panel placement." correction_factor,--,float,"A correction factor for the capacity factor (availability) time series." corine,--,"Any subset of the `CORINE Land Cover code list `_","Specifies areas according to CORINE Land Cover codes which are generally eligible for solar panel placement." +luisa,--,"Any subset of the `LUISA Base Map codes in Annex 1 `_","Specifies areas according to the LUISA Base Map codes which are generally eligible for solar panel placement." natura,bool,"{true, false}","Switch to exclude `Natura 2000 `_ natural protection areas. Area is excluded if ``true``." clip_p_max_pu,p.u.,float,"To avoid too small values in the renewables` per-unit availability time series values below this threshold are set to zero." excluder_resolution,m,float,"Resolution on which to perform geographical elibility analysis." diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 31e492a8..a1eb644e 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -84,6 +84,16 @@ Upcoming Release * Print Irreducible Infeasible Subset (IIS) if model is infeasible. Only for solvers with IIS support. +* Add option to use `LUISA Base Map + `_ 50m land + coverage dataset for land eligibility analysis in + :mod:`build_renewable_profiles`. Settings are analogous to the CORINE dataset + but with the key ``luisa:`` in the configuration file. To leverage the + dataset's full advantages, set the excluder resolution to 50m + (``excluder_resolution: 50``). For land category codes, see `Annex 1 of the + technical documentation + `_. + **Bugs and Compatibility** * A bug preventing custom powerplants specified in ``data/custom_powerplants.csv`` was fixed. (https://github.com/PyPSA/pypsa-eur/pull/732) diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index 6308552f..055cffca 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -268,6 +268,11 @@ rule build_renewable_profiles: if config["renewable"][w.technology]["natura"] else [] ), + luisa=lambda w: ( + "data/LUISA_basemap_020321_50m.tif" + if config["renewable"][w.technology].get("luisa") + else [] + ), gebco=ancient( lambda w: ( "data/bundle/GEBCO_2014_2D.nc" diff --git a/rules/retrieve.smk b/rules/retrieve.smk index 4ded2a46..99ce344e 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -249,6 +249,22 @@ if config["enable"]["retrieve"]: validate_checksum(output[0], input[0]) +if config["enable"]["retrieve"]: + + # Downloading LUISA Base Map for land cover and land use: + # Website: https://ec.europa.eu/jrc/en/luisa + rule retrieve_luisa_land_cover: + input: + HTTP.remote( + "jeodpp.jrc.ec.europa.eu/ftp/jrc-opendata/LUISA/EUROPE/Basemaps/LandUse/2018/LATEST/LUISA_basemap_020321_50m.tif", + static=True + ) + output: + "data/LUISA_basemap_020321_50m.tif" + run: + move(input[0], output[0]) + + if config["enable"]["retrieve"]: # Some logic to find the correct file URL # Sometimes files are released delayed or ahead of schedule, check which file is currently available diff --git a/scripts/build_renewable_profiles.py b/scripts/build_renewable_profiles.py index c579f588..60c11921 100644 --- a/scripts/build_renewable_profiles.py +++ b/scripts/build_renewable_profiles.py @@ -7,10 +7,10 @@ """ Calculates for each network node the (i) installable capacity (based on land- use), (ii) the available generation time series (based on weather data), and -(iii) the average distance from the node for onshore wind, AC-connected -offshore wind, DC-connected offshore wind and solar PV generators. In addition -for offshore wind it calculates the fraction of the grid connection which is -under water. +(iii) the average distance from the node for onshore wind, AC-connected offshore +wind, DC-connected offshore wind and solar PV generators. In addition for +offshore wind it calculates the fraction of the grid connection which is under +water. .. note:: Hydroelectric profiles are built in script :mod:`build_hydro_profiles`. @@ -26,7 +26,7 @@ Relevant settings renewable: {technology}: - cutout: corine: grid_codes: distance: natura: max_depth: + cutout: corine: luisa: grid_codes: distance: natura: max_depth: max_shore_distance: min_shore_distance: capacity_per_sqkm: correction_factor: min_p_max_pu: clip_p_max_pu: resource: @@ -40,11 +40,18 @@ Inputs - ``data/bundle/corine/g250_clc06_V18_5.tif``: `CORINE Land Cover (CLC) `_ inventory on `44 classes `_ of - land use (e.g. forests, arable land, industrial, urban areas). + land use (e.g. forests, arable land, industrial, urban areas) at 100m + resolution. .. image:: img/corine.png :scale: 33 % +- ``data/LUISA_basemap_020321_50m.tif``: `LUISA Base Map + `_ land + coverage dataset at 50m resolution similar to CORINE. For codes in relation to + CORINE land cover, see `Annex 1 of the technical documentation + `_. + - ``data/bundle/GEBCO_2014_2D.nc``: A `bathymetric `_ data set with a global terrain model for ocean and land at 15 arc-second intervals by the `General @@ -133,9 +140,10 @@ of a combination of the available land at each grid cell and the capacity factor there. First the script computes how much of the technology can be installed at each -cutout grid cell and each node using the `GLAES -`_ library. This uses the CORINE land use -data, Natura2000 nature reserves and GEBCO bathymetry data. +cutout grid cell and each node using the `atlite +`_ library. This uses the CORINE land use data, +LUISA land use data, Natura2000 nature reserves, GEBCO bathymetry data, and +shipping lanes. .. image:: img/eligibility.png :scale: 50 % @@ -166,10 +174,10 @@ This layout is then used to compute the generation availability time series from the weather data cutout from ``atlite``. The maximal installable potential for the node (`p_nom_max`) is computed by -adding up the installable potentials of the individual grid cells. -If the model comes close to this limit, then the time series may slightly -overestimate production since it is assumed the geographical distribution is -proportional to capacity factor. +adding up the installable potentials of the individual grid cells. If the model +comes close to this limit, then the time series may slightly overestimate +production since it is assumed the geographical distribution is proportional to +capacity factor. """ import functools import logging @@ -203,9 +211,6 @@ if __name__ == "__main__": correction_factor = params.get("correction_factor", 1.0) capacity_per_sqkm = params["capacity_per_sqkm"] - if isinstance(params.get("corine", {}), list): - params["corine"] = {"grid_codes": params["corine"]} - if correction_factor != 1.0: logger.info(f"correction_factor is set as {correction_factor}") @@ -231,16 +236,24 @@ if __name__ == "__main__": if params["natura"]: excluder.add_raster(snakemake.input.natura, nodata=0, allow_no_overlap=True) - corine = params.get("corine", {}) - if "grid_codes" in corine: - codes = corine["grid_codes"] - excluder.add_raster(snakemake.input.corine, codes=codes, invert=True, crs=3035) - if corine.get("distance", 0.0) > 0.0: - codes = corine["distance_grid_codes"] - buffer = corine["distance"] - excluder.add_raster( - snakemake.input.corine, codes=codes, buffer=buffer, crs=3035 - ) + for landuse in ["corine", "luisa"]: + kwargs = {"nodata": 0} if landuse == "luisa" else {} + landuse = params.get(landuse, {}) + if not landuse: + continue + if isinstance(landuse, list): + landuse = {"grid_codes": landuse} + if "grid_codes" in landuse: + codes = landuse["grid_codes"] + excluder.add_raster( + snakemake.input[landuse], codes=codes, invert=True, crs=3035, **kwargs + ) + if landuse.get("distance", 0.0) > 0.0: + codes = landuse["distance_grid_codes"] + buffer = landuse["distance"] + excluder.add_raster( + snakemake.input[landuse], codes=codes, buffer=buffer, crs=3035, **kwargs + ) if params.get("ship_threshold"): shipping_threshold = ( From 045eeba4cfc17500c9740706c60c9f61fc4a3a68 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 3 Jan 2024 14:02:24 +0000 Subject: [PATCH 395/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/retrieve.smk | 6 +++--- scripts/build_renewable_profiles.py | 8 ++++---- 2 files changed, 7 insertions(+), 7 deletions(-) diff --git a/rules/retrieve.smk b/rules/retrieve.smk index 99ce344e..e062091e 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -257,10 +257,10 @@ if config["enable"]["retrieve"]: input: HTTP.remote( "jeodpp.jrc.ec.europa.eu/ftp/jrc-opendata/LUISA/EUROPE/Basemaps/LandUse/2018/LATEST/LUISA_basemap_020321_50m.tif", - static=True - ) + static=True, + ), output: - "data/LUISA_basemap_020321_50m.tif" + "data/LUISA_basemap_020321_50m.tif", run: move(input[0], output[0]) diff --git a/scripts/build_renewable_profiles.py b/scripts/build_renewable_profiles.py index 60c11921..d4cab19d 100644 --- a/scripts/build_renewable_profiles.py +++ b/scripts/build_renewable_profiles.py @@ -7,10 +7,10 @@ """ Calculates for each network node the (i) installable capacity (based on land- use), (ii) the available generation time series (based on weather data), and -(iii) the average distance from the node for onshore wind, AC-connected offshore -wind, DC-connected offshore wind and solar PV generators. In addition for -offshore wind it calculates the fraction of the grid connection which is under -water. +(iii) the average distance from the node for onshore wind, AC-connected +offshore wind, DC-connected offshore wind and solar PV generators. In addition +for offshore wind it calculates the fraction of the grid connection which is +under water. .. note:: Hydroelectric profiles are built in script :mod:`build_hydro_profiles`. From 94f4383e0289e2b81e9edc20e21f18910156f0e6 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 3 Jan 2024 15:22:13 +0100 Subject: [PATCH 396/608] distinguish dataset name and dataset settings --- scripts/build_renewable_profiles.py | 35 ++++++++++++++++------------- 1 file changed, 20 insertions(+), 15 deletions(-) diff --git a/scripts/build_renewable_profiles.py b/scripts/build_renewable_profiles.py index d4cab19d..b58482ae 100644 --- a/scripts/build_renewable_profiles.py +++ b/scripts/build_renewable_profiles.py @@ -236,23 +236,28 @@ if __name__ == "__main__": if params["natura"]: excluder.add_raster(snakemake.input.natura, nodata=0, allow_no_overlap=True) - for landuse in ["corine", "luisa"]: - kwargs = {"nodata": 0} if landuse == "luisa" else {} - landuse = params.get(landuse, {}) - if not landuse: - continue - if isinstance(landuse, list): - landuse = {"grid_codes": landuse} - if "grid_codes" in landuse: - codes = landuse["grid_codes"] - excluder.add_raster( - snakemake.input[landuse], codes=codes, invert=True, crs=3035, **kwargs + for dataset in ["corine", "luisa"]: + kwargs = {"nodata": 0} if dataset == "luisa" else {} + if dataset == "luisa" and res > 50: + logger.info( + "LUISA data is available at 50m resolution, " + f"but coarser {res}m resolution is used." ) - if landuse.get("distance", 0.0) > 0.0: - codes = landuse["distance_grid_codes"] - buffer = landuse["distance"] + settings = params.get(dataset, {}) + if not settings: + continue + if isinstance(settings, list): + settings = {"grid_codes": settings} + if "grid_codes" in settings: + codes = settings["grid_codes"] excluder.add_raster( - snakemake.input[landuse], codes=codes, buffer=buffer, crs=3035, **kwargs + snakemake.input[dataset], codes=codes, invert=True, crs=3035, **kwargs + ) + if settings.get("distance", 0.0) > 0.0: + codes = settings["distance_grid_codes"] + buffer = settings["distance"] + excluder.add_raster( + snakemake.input[dataset], codes=codes, buffer=buffer, crs=3035, **kwargs ) if params.get("ship_threshold"): From 1a6031f318aab522d3356c2bb4ef314b3eed76d2 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 3 Jan 2024 15:25:27 +0100 Subject: [PATCH 397/608] only copy config.default.yaml if it exists --- Snakefile | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Snakefile b/Snakefile index 83530df7..14ce0e40 100644 --- a/Snakefile +++ b/Snakefile @@ -14,7 +14,7 @@ from snakemake.utils import min_version min_version("7.7") -if not exists("config/config.yaml"): +if not exists("config/config.yaml") and exists("config/config.default.yaml"): copyfile("config/config.default.yaml", "config/config.yaml") From d145758fb7ff4bf126ddada8eec6d8f942c93f4f Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 09:00:31 +0100 Subject: [PATCH 398/608] gracefully handle absent extra_functionality file; add file to path --- rules/common.smk | 7 +++++++ rules/solve_electricity.smk | 4 +--- rules/solve_myopic.smk | 4 +--- rules/solve_overnight.smk | 5 +---- rules/solve_perfect.smk | 4 +--- scripts/solve_network.py | 2 ++ 6 files changed, 13 insertions(+), 13 deletions(-) diff --git a/rules/common.smk b/rules/common.smk index 2c8cf69c..44e3a807 100644 --- a/rules/common.smk +++ b/rules/common.smk @@ -28,6 +28,13 @@ def memory(w): return int(factor * (10000 + 195 * int(w.clusters))) +def input_custom_extra_functionality(w): + path = config["solving"]["options"].get("custom_extra_functionality", False) + if path: + return workflow.source_path(path) + return [] + + # Check if the workflow has access to the internet by trying to access the HEAD of specified url def has_internet_access(url="www.zenodo.org") -> bool: import http.client as http_client diff --git a/rules/solve_electricity.smk b/rules/solve_electricity.smk index 2c956097..7f6092be 100644 --- a/rules/solve_electricity.smk +++ b/rules/solve_electricity.smk @@ -11,9 +11,7 @@ rule solve_network: co2_sequestration_potential=config["sector"].get( "co2_sequestration_potential", 200 ), - custom_extra_functionality=workflow.source_path( - config["solving"]["options"].get("custom_extra_functionality", "") - ), + custom_extra_functionality=input_custom_extra_functionality, input: network=RESOURCES + "networks/elec_s{simpl}_{clusters}_ec_l{ll}_{opts}.nc", config=RESULTS + "config.yaml", diff --git a/rules/solve_myopic.smk b/rules/solve_myopic.smk index afa8ad2c..7ca8857d 100644 --- a/rules/solve_myopic.smk +++ b/rules/solve_myopic.smk @@ -88,9 +88,7 @@ rule solve_sector_network_myopic: co2_sequestration_potential=config["sector"].get( "co2_sequestration_potential", 200 ), - custom_extra_functionality=workflow.source_path( - config["solving"]["options"].get("custom_extra_functionality", "") - ), + custom_extra_functionality=input_custom_extra_functionality, input: network=RESULTS + "prenetworks-brownfield/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", diff --git a/rules/solve_overnight.smk b/rules/solve_overnight.smk index fc2f74df..8686b205 100644 --- a/rules/solve_overnight.smk +++ b/rules/solve_overnight.smk @@ -2,7 +2,6 @@ # # SPDX-License-Identifier: MIT - rule solve_sector_network: params: solving=config["solving"], @@ -11,9 +10,7 @@ rule solve_sector_network: co2_sequestration_potential=config["sector"].get( "co2_sequestration_potential", 200 ), - custom_extra_functionality=workflow.source_path( - config["solving"]["options"].get("custom_extra_functionality", "") - ), + custom_extra_functionality=input_custom_extra_functionality, input: network=RESULTS + "prenetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", diff --git a/rules/solve_perfect.smk b/rules/solve_perfect.smk index 63be5cc1..a7856fa9 100644 --- a/rules/solve_perfect.smk +++ b/rules/solve_perfect.smk @@ -118,9 +118,7 @@ rule solve_sector_network_perfect: co2_sequestration_potential=config["sector"].get( "co2_sequestration_potential", 200 ), - custom_extra_functionality=workflow.source_path( - config["solving"]["options"].get("custom_extra_functionality", "") - ), + custom_extra_functionality=input_custom_extra_functionality, input: network=RESULTS + "prenetworks-brownfield/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years.nc", diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 5a045577..2f170dff 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -30,6 +30,7 @@ import importlib import logging import os import re +import sys import numpy as np import pandas as pd @@ -831,6 +832,7 @@ def extra_functionality(n, snapshots): if snakemake.params.custom_extra_functionality: source_path = snakemake.params.custom_extra_functionality assert os.path.exists(source_path), f"{source_path} does not exist" + sys.path.append(os.path.dirname(source_path)) module_name = os.path.splitext(os.path.basename(source_path))[0] module = importlib.import_module(module_name) module.custom_extra_functionality(n, snapshots) From 60493fc55829ddc95bd8d55d35b0f505cef5f624 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 4 Jan 2024 08:01:00 +0000 Subject: [PATCH 399/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/solve_overnight.smk | 1 + 1 file changed, 1 insertion(+) diff --git a/rules/solve_overnight.smk b/rules/solve_overnight.smk index 8686b205..a3fed042 100644 --- a/rules/solve_overnight.smk +++ b/rules/solve_overnight.smk @@ -2,6 +2,7 @@ # # SPDX-License-Identifier: MIT + rule solve_sector_network: params: solving=config["solving"], From ab1d93279a76fe2608183ca0ed2968514ce0b3fb Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 09:19:29 +0100 Subject: [PATCH 400/608] move LUISA resolution info to a later point --- scripts/build_renewable_profiles.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/scripts/build_renewable_profiles.py b/scripts/build_renewable_profiles.py index b58482ae..b736f68a 100644 --- a/scripts/build_renewable_profiles.py +++ b/scripts/build_renewable_profiles.py @@ -238,14 +238,14 @@ if __name__ == "__main__": for dataset in ["corine", "luisa"]: kwargs = {"nodata": 0} if dataset == "luisa" else {} + settings = params.get(dataset, {}) + if not settings: + continue if dataset == "luisa" and res > 50: logger.info( "LUISA data is available at 50m resolution, " f"but coarser {res}m resolution is used." ) - settings = params.get(dataset, {}) - if not settings: - continue if isinstance(settings, list): settings = {"grid_codes": settings} if "grid_codes" in settings: From f451e28f582f970a5b4f3a8336d99c89c67429bb Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 11:42:24 +0100 Subject: [PATCH 401/608] add release notes and documentation --- doc/configtables/sector.csv | 2 ++ doc/release_notes.rst | 17 +++++++++++++++++ 2 files changed, 19 insertions(+) diff --git a/doc/configtables/sector.csv b/doc/configtables/sector.csv index 938c120a..5e2514e4 100644 --- a/doc/configtables/sector.csv +++ b/doc/configtables/sector.csv @@ -79,6 +79,8 @@ hydrogen_fuel_cell,--,"{true, false}",Add option to include hydrogen fuel cell f hydrogen_turbine,--,"{true, false}",Add option to include hydrogen turbine for re-electrification. Assuming OCGT technology costs SMR,--,"{true, false}",Add option for transforming natural gas into hydrogen and CO2 using Steam Methane Reforming (SMR) SMR CC,--,"{true, false}",Add option for transforming natural gas into hydrogen and CO2 using Steam Methane Reforming (SMR) and Carbon Capture (CC) +regional_methanol_demand,--,"{true, false}",Spatially resolve methanol demand. Set to true if regional CO2 constraints needed. +regional_oil_demand,--,"{true, false}",Spatially resolve oil demand. Set to true if regional CO2 constraints needed. regional_co2 _sequestration_potential,,, -- enable,--,"{true, false}",Add option for regionally-resolved geological carbon dioxide sequestration potentials based on `CO2StoP `_. -- attribute,--,string,Name of the attribute for the sequestration potential diff --git a/doc/release_notes.rst b/doc/release_notes.rst index bb9732de..03d9318d 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,23 @@ Release Notes Upcoming Release ================ +* Remove all negative loads on the ``co2 atmosphere`` bus representing emissions + for e.g. fixed fossil demands for transport oil. Instead these are handled + more transparently with a fixed transport oil demand and a link taking care of + the emissions to the ``co2 atmosphere`` bus. This is also a preparation for + endogenous transport optimisation, where demand will be subject to + optimisation (e.g. fuel switching in the transport sector). + +* Allow possibility to go from copperplated to regionally resolved methanol and + oil demand with switches ``sector: regional_methanol_demand: true`` and + ``sector: regional_oil_demand: true``. This allows nodal/regional CO2 + constraints to be applied. + +* Process emissions from steam crackers (i.e. naphtha processing for HVC) are now + piped from the consumption link to the process emissions bus where the model + can decide about carbon capture. Previously the process emissions for naphtha + were a fixed load. + * Add option to specify losses for bidirectional links, e.g. pipelines or HVDC links, in configuration file under ``sector: transmission_efficiency:``. Users can specify static or length-dependent values as well as a length-dependent From addaecf77a7048955f49905c2b2f54371d3fd3a3 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 12:43:55 +0100 Subject: [PATCH 402/608] move comments to documentation --- config/config.default.yaml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 57416cc7..9e8f57a6 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -463,8 +463,8 @@ sector: hydrogen_turbine: false SMR: true SMR_cc: true - regional_methanol_demand: false #set to true if regional CO2 constraints needed - regional_oil_demand: false #set to true if regional CO2 constraints needed + regional_methanol_demand: false + regional_oil_demand: false regional_co2_sequestration_potential: enable: false attribute: 'conservative estimate Mt' From 593995675e43d860c120b568ab19f8ffade31b32 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 12:44:47 +0100 Subject: [PATCH 403/608] gurobi: avoid double-logging to console --- scripts/solve_network.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 2f170dff..ecf56a24 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -854,6 +854,9 @@ def solve_network(n, config, solving, opts="", **kwargs): ) kwargs["assign_all_duals"] = cf_solving.get("assign_all_duals", False) + if kwargs["solver_name"] == "gurobi": + logging.getLogger('gurobipy').setLevel(logging.CRITICAL) + rolling_horizon = cf_solving.pop("rolling_horizon", False) skip_iterations = cf_solving.pop("skip_iterations", False) if not n.lines.s_nom_extendable.any(): From 8054ad382c3cc3806c7ec808137206358f77d888 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 12:47:26 +0100 Subject: [PATCH 404/608] prepare_sector_network: simplify process emissions with outsourced feedstock emissions --- scripts/prepare_sector_network.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index e211be15..ea0c4f3f 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2996,16 +2996,14 @@ def add_industry(n, costs): unit="t_co2", ) - sel = ["process emission"] if options["co2_spatial"] or options["co2network"]: p_set = ( - -industrial_demand.loc[nodes, sel] - .sum(axis=1) + -industrial_demand.loc[nodes, "process emission"] .rename(index=lambda x: x + " process emissions") / nhours ) else: - p_set = -industrial_demand.loc[nodes, sel].sum(axis=1).sum() / nhours + p_set = -industrial_demand.loc[nodes, "process emission"].sum() / nhours n.madd( "Load", From cfd689bbec29fad829cef8d2e6b1fdf89fd2ebea Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 13:03:03 +0100 Subject: [PATCH 405/608] add snakemake object to custom_extra_functionality arguments --- data/custom_extra_functionality.py | 2 +- scripts/solve_network.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/data/custom_extra_functionality.py b/data/custom_extra_functionality.py index 0ac24cea..e7a9df0f 100644 --- a/data/custom_extra_functionality.py +++ b/data/custom_extra_functionality.py @@ -4,7 +4,7 @@ # SPDX-License-Identifier: MIT -def custom_extra_functionality(n, snapshots): +def custom_extra_functionality(n, snapshots, snakemake): """ Add custom extra functionality constraints. """ diff --git a/scripts/solve_network.py b/scripts/solve_network.py index ecf56a24..4b988666 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -835,7 +835,7 @@ def extra_functionality(n, snapshots): sys.path.append(os.path.dirname(source_path)) module_name = os.path.splitext(os.path.basename(source_path))[0] module = importlib.import_module(module_name) - module.custom_extra_functionality(n, snapshots) + module.custom_extra_functionality(n, snapshots, snakemake) def solve_network(n, config, solving, opts="", **kwargs): From 34535bcbffd5506faeaba7c8ada546e29f00c7eb Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 13:08:14 +0100 Subject: [PATCH 406/608] custom_extra_functionality: assume same function name as file name --- scripts/solve_network.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 4b988666..203d8b0f 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -835,7 +835,8 @@ def extra_functionality(n, snapshots): sys.path.append(os.path.dirname(source_path)) module_name = os.path.splitext(os.path.basename(source_path))[0] module = importlib.import_module(module_name) - module.custom_extra_functionality(n, snapshots, snakemake) + custom_extra_functionality = getattr(module, module_name) + custom_extra_functionality(n, snapshots, snakemake) def solve_network(n, config, solving, opts="", **kwargs): From c3bcaee1a22a888d2ba1147ed643fbf7607ffa86 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 13:37:35 +0100 Subject: [PATCH 407/608] common.smk: find _helpers.py also if pypsa-eur is used as module --- rules/common.smk | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/rules/common.smk b/rules/common.smk index 44e3a807..0e85b620 100644 --- a/rules/common.smk +++ b/rules/common.smk @@ -2,9 +2,14 @@ # # SPDX-License-Identifier: MIT -import os, sys +import os, sys, glob + +helper_source_path = [match for match in glob.glob('**/_helpers.py', recursive=True)] + +for path in helper_source_path: + path = os.path.dirname(os.path.abspath(path)) + sys.path.insert(0, os.path.abspath(path)) -sys.path.insert(0, os.path.abspath("scripts")) from _helpers import validate_checksum From 817995c8a25dfc2f152c817fc383944860db0939 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 4 Jan 2024 14:39:28 +0000 Subject: [PATCH 408/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/common.smk | 2 +- scripts/prepare_sector_network.py | 5 +++-- scripts/solve_network.py | 2 +- 3 files changed, 5 insertions(+), 4 deletions(-) diff --git a/rules/common.smk b/rules/common.smk index 0e85b620..2298ff91 100644 --- a/rules/common.smk +++ b/rules/common.smk @@ -4,7 +4,7 @@ import os, sys, glob -helper_source_path = [match for match in glob.glob('**/_helpers.py', recursive=True)] +helper_source_path = [match for match in glob.glob("**/_helpers.py", recursive=True)] for path in helper_source_path: path = os.path.dirname(os.path.abspath(path)) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index f80c72f5..0fb9729a 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3013,8 +3013,9 @@ def add_industry(n, costs): if options["co2_spatial"] or options["co2network"]: p_set = ( - -industrial_demand.loc[nodes, "process emission"] - .rename(index=lambda x: x + " process emissions") + -industrial_demand.loc[nodes, "process emission"].rename( + index=lambda x: x + " process emissions" + ) / nhours ) else: diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 203d8b0f..aa802ea8 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -856,7 +856,7 @@ def solve_network(n, config, solving, opts="", **kwargs): kwargs["assign_all_duals"] = cf_solving.get("assign_all_duals", False) if kwargs["solver_name"] == "gurobi": - logging.getLogger('gurobipy').setLevel(logging.CRITICAL) + logging.getLogger("gurobipy").setLevel(logging.CRITICAL) rolling_horizon = cf_solving.pop("rolling_horizon", False) skip_iterations = cf_solving.pop("skip_iterations", False) From 29a95dc997efd4f4e381b3ee800c5f98208917d5 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 16:02:02 +0100 Subject: [PATCH 409/608] default to approximating transmission losses in HVAC lines --- config/config.default.yaml | 2 +- doc/release_notes.rst | 3 +++ 2 files changed, 4 insertions(+), 1 deletion(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 9e8f57a6..7f1f2034 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -654,7 +654,7 @@ solving: track_iterations: false min_iterations: 4 max_iterations: 6 - transmission_losses: 0 + transmission_losses: 2 linearized_unit_commitment: true horizon: 365 diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 03d9318d..09417727 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,9 @@ Release Notes Upcoming Release ================ +* Default to approximating transmission losses in HVAC lines + (``transmission_losses: 2``). + * Remove all negative loads on the ``co2 atmosphere`` bus representing emissions for e.g. fixed fossil demands for transport oil. Instead these are handled more transparently with a fixed transport oil demand and a link taking care of From 73abb6196796ae0d741050f5cfe333b8c02cd768 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 17:05:54 +0100 Subject: [PATCH 410/608] add_brownfield: fix lv_limit reached --- scripts/add_brownfield.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index 9ddd3d99..e151c441 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -134,7 +134,7 @@ def disable_grid_expansion_if_LV_limit_hit(n): # allow small numerical differences if lv_limit - total_expansion < 1: logger.info( - f"LV is already reached (gap {diff} MWkm), disabling expansion and LV limit" + f"LV is already reached, disabling expansion and LV limit" ) extendable_acs = n.lines.query("s_nom_extendable").index n.lines.loc[extendable_acs, "s_nom_extendable"] = False From 29b24b1b414b33685e91840bfd5b12da5b13ec3f Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 18:42:47 +0100 Subject: [PATCH 411/608] segmentation_clustering: log distribution of snapshot durations --- scripts/prepare_sector_network.py | 1 + 1 file changed, 1 insertion(+) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index ea0c4f3f..8c93ba5a 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3481,6 +3481,7 @@ def apply_time_segmentation( sn_weightings = pd.Series( weightings, index=snapshots, name="weightings", dtype="float64" ) + logger.info("Distribution of snapshot durations:\n", weightings.value_counts()) n.set_snapshots(sn_weightings.index) n.snapshot_weightings = n.snapshot_weightings.mul(sn_weightings, axis=0) From cf5f3cbd88dc90da3767bdbb7e84840fb5a76290 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 18:54:49 +0100 Subject: [PATCH 412/608] segmentation_clustering: log distribution of snapshot durations (fix) --- scripts/prepare_sector_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 8c93ba5a..62bfa80a 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3481,7 +3481,7 @@ def apply_time_segmentation( sn_weightings = pd.Series( weightings, index=snapshots, name="weightings", dtype="float64" ) - logger.info("Distribution of snapshot durations:\n", weightings.value_counts()) + logger.info(f"Distribution of snapshot durations:\n{weightings.value_counts()}") n.set_snapshots(sn_weightings.index) n.snapshot_weightings = n.snapshot_weightings.mul(sn_weightings, axis=0) From 9530d63e551f1cc19dd6847f10902fec3d59da0f Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 18:57:09 +0100 Subject: [PATCH 413/608] cluster_heat_buses: performance boost and tidy code --- scripts/prepare_sector_network.py | 29 +++++++++++++---------------- 1 file changed, 13 insertions(+), 16 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 62bfa80a..26aa50c9 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3332,24 +3332,24 @@ def limit_individual_line_extension(n, maxext): aggregate_dict = { - "p_nom": "sum", - "s_nom": "sum", + "p_nom": pd.Series.sum, + "s_nom": pd.Series.sum, "v_nom": "max", "v_mag_pu_max": "min", "v_mag_pu_min": "max", - "p_nom_max": "sum", - "s_nom_max": "sum", - "p_nom_min": "sum", - "s_nom_min": "sum", + "p_nom_max": pd.Series.sum, + "s_nom_max": pd.Series.sum, + "p_nom_min": pd.Series.sum, + "s_nom_min": pd.Series.sum, "v_ang_min": "max", "v_ang_max": "min", "terrain_factor": "mean", "num_parallel": "sum", "p_set": "sum", "e_initial": "sum", - "e_nom": "sum", - "e_nom_max": "sum", - "e_nom_min": "sum", + "e_nom": pd.Series.sum, + "e_nom_max": pd.Series.sum, + "e_nom_min": pd.Series.sum, "state_of_charge_initial": "sum", "state_of_charge_set": "sum", "inflow": "sum", @@ -3411,13 +3411,10 @@ def cluster_heat_buses(n): pnl = c.pnl agg = define_clustering(pd.Index(pnl.keys()), aggregate_dict) for k in pnl.keys(): - pnl[k].rename( - columns=lambda x: x.replace("residential ", "").replace( - "services ", "" - ), - inplace=True, - ) - pnl[k] = pnl[k].groupby(level=0, axis=1).agg(agg[k], **agg_group_kwargs) + def renamer(s): + return s.replace("residential ", "").replace("services ", "") + + pnl[k] = pnl[k].groupby(renamer, axis=1).agg(agg[k], **agg_group_kwargs) # remove unclustered assets of service/residential to_drop = c.df.index.difference(df.index) From f9fec1a4be62d72ca52934bb9e6be9ca4308cf7f Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 18:58:04 +0100 Subject: [PATCH 414/608] more precise restrictive handling of opts cost adjustment flags --- scripts/prepare_sector_network.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 26aa50c9..17eb832d 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3286,7 +3286,8 @@ def remove_h2_network(n): def maybe_adjust_costs_and_potentials(n, opts): for o in opts: - if "+" not in o: + flags = ["+e", "+p", "+m"] + if all(flag not in o for flag in flags): continue oo = o.split("+") carrier_list = np.hstack( From a67c5ea3b71139ed90130767dcf6c3d6fb7eec65 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 19:03:34 +0100 Subject: [PATCH 415/608] default to full land transport electrification by 2050 --- config/config.default.yaml | 12 ++++++------ doc/release_notes.rst | 2 ++ 2 files changed, 8 insertions(+), 6 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 7f1f2034..1e26781d 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -381,14 +381,14 @@ sector: v2g: true land_transport_fuel_cell_share: 2020: 0 - 2030: 0.05 - 2040: 0.1 - 2050: 0.15 + 2030: 0 + 2040: 0 + 2050: 0 land_transport_electric_share: 2020: 0 - 2030: 0.25 - 2040: 0.6 - 2050: 0.85 + 2030: 0.3 + 2040: 0.7 + 2050: 1 land_transport_ice_share: 2020: 1 2030: 0.7 diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 09417727..01833ccc 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,8 @@ Release Notes Upcoming Release ================ +* Default to full electrification of land transport by 2050. + * Default to approximating transmission losses in HVAC lines (``transmission_losses: 2``). From 62bcded8001f2a3ff31b218ab0225594b1adedb3 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 19:12:04 +0100 Subject: [PATCH 416/608] build_sector.smk: simplify gas infrastructure rules --- rules/build_sector.smk | 126 +++++++++++++++++++---------------------- 1 file changed, 58 insertions(+), 68 deletions(-) diff --git a/rules/build_sector.smk b/rules/build_sector.smk index ab8ff4ed..23ea604c 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -67,76 +67,65 @@ rule build_simplified_population_layouts: "../scripts/build_clustered_population_layouts.py" -if config["sector"]["gas_network"] or config["sector"]["H2_retrofit"]: - - rule build_gas_network: - input: - gas_network="data/gas_network/scigrid-gas/data/IGGIELGN_PipeSegments.geojson", - output: - cleaned_gas_network=RESOURCES + "gas_network.csv", - resources: - mem_mb=4000, - log: - LOGS + "build_gas_network.log", - conda: - "../envs/environment.yaml" - script: - "../scripts/build_gas_network.py" - - rule build_gas_input_locations: - input: - gem=HTTP.remote( - "https://globalenergymonitor.org/wp-content/uploads/2023/07/Europe-Gas-Tracker-2023-03-v3.xlsx", - keep_local=True, - ), - entry="data/gas_network/scigrid-gas/data/IGGIELGN_BorderPoints.geojson", - storage="data/gas_network/scigrid-gas/data/IGGIELGN_Storages.geojson", - regions_onshore=RESOURCES - + "regions_onshore_elec_s{simpl}_{clusters}.geojson", - regions_offshore=RESOURCES - + "regions_offshore_elec_s{simpl}_{clusters}.geojson", - output: - gas_input_nodes=RESOURCES - + "gas_input_locations_s{simpl}_{clusters}.geojson", - gas_input_nodes_simplified=RESOURCES - + "gas_input_locations_s{simpl}_{clusters}_simplified.csv", - resources: - mem_mb=2000, - log: - LOGS + "build_gas_input_locations_s{simpl}_{clusters}.log", - conda: - "../envs/environment.yaml" - script: - "../scripts/build_gas_input_locations.py" - - rule cluster_gas_network: - input: - cleaned_gas_network=RESOURCES + "gas_network.csv", - regions_onshore=RESOURCES - + "regions_onshore_elec_s{simpl}_{clusters}.geojson", - regions_offshore=RESOURCES - + "regions_offshore_elec_s{simpl}_{clusters}.geojson", - output: - clustered_gas_network=RESOURCES + "gas_network_elec_s{simpl}_{clusters}.csv", - resources: - mem_mb=4000, - log: - LOGS + "cluster_gas_network_s{simpl}_{clusters}.log", - conda: - "../envs/environment.yaml" - script: - "../scripts/cluster_gas_network.py" - - gas_infrastructure = { - **rules.cluster_gas_network.output, - **rules.build_gas_input_locations.output, - } +rule build_gas_network: + input: + gas_network="data/gas_network/scigrid-gas/data/IGGIELGN_PipeSegments.geojson", + output: + cleaned_gas_network=RESOURCES + "gas_network.csv", + resources: + mem_mb=4000, + log: + LOGS + "build_gas_network.log", + conda: + "../envs/environment.yaml" + script: + "../scripts/build_gas_network.py" -if not (config["sector"]["gas_network"] or config["sector"]["H2_retrofit"]): - # this is effecively an `else` statement which is however not liked by snakefmt +rule build_gas_input_locations: + input: + gem=HTTP.remote( + "https://globalenergymonitor.org/wp-content/uploads/2023/07/Europe-Gas-Tracker-2023-03-v3.xlsx", + keep_local=True, + ), + entry="data/gas_network/scigrid-gas/data/IGGIELGN_BorderPoints.geojson", + storage="data/gas_network/scigrid-gas/data/IGGIELGN_Storages.geojson", + regions_onshore=RESOURCES + + "regions_onshore_elec_s{simpl}_{clusters}.geojson", + regions_offshore=RESOURCES + + "regions_offshore_elec_s{simpl}_{clusters}.geojson", + output: + gas_input_nodes=RESOURCES + + "gas_input_locations_s{simpl}_{clusters}.geojson", + gas_input_nodes_simplified=RESOURCES + + "gas_input_locations_s{simpl}_{clusters}_simplified.csv", + resources: + mem_mb=2000, + log: + LOGS + "build_gas_input_locations_s{simpl}_{clusters}.log", + conda: + "../envs/environment.yaml" + script: + "../scripts/build_gas_input_locations.py" - gas_infrastructure = {} + +rule cluster_gas_network: + input: + cleaned_gas_network=RESOURCES + "gas_network.csv", + regions_onshore=RESOURCES + + "regions_onshore_elec_s{simpl}_{clusters}.geojson", + regions_offshore=RESOURCES + + "regions_offshore_elec_s{simpl}_{clusters}.geojson", + output: + clustered_gas_network=RESOURCES + "gas_network_elec_s{simpl}_{clusters}.csv", + resources: + mem_mb=4000, + log: + LOGS + "cluster_gas_network_s{simpl}_{clusters}.log", + conda: + "../envs/environment.yaml" + script: + "../scripts/cluster_gas_network.py" rule build_heat_demands: @@ -722,7 +711,8 @@ rule prepare_sector_network: input: **build_retro_cost_output, **build_biomass_transport_costs_output, - **gas_infrastructure, + **rules.cluster_gas_network.output, + **rules.build_gas_input_locations.output, **build_sequestration_potentials_output, network=RESOURCES + "networks/elec_s{simpl}_{clusters}_ec_l{ll}_{opts}.nc", energy_totals_name=RESOURCES + "energy_totals.csv", From 9d0040912b8b50ca2d69ae4c2720a486d7b98502 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 19:14:11 +0100 Subject: [PATCH 417/608] retrieve.smk: simplify gas infrastructure retrieve rules --- rules/retrieve.smk | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/rules/retrieve.smk b/rules/retrieve.smk index e062091e..198edf97 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -162,9 +162,8 @@ if config["enable"]["retrieve"] and config["enable"].get( "../scripts/retrieve_sector_databundle.py" -if config["enable"]["retrieve"] and ( - config["sector"]["gas_network"] or config["sector"]["H2_retrofit"] -): +if config["enable"]["retrieve"]: + datafiles = [ "IGGIELGN_LNGs.geojson", "IGGIELGN_BorderPoints.geojson", From 1e5f9e867da7719a27fa547942916fa4fb6ad281 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 19:17:49 +0100 Subject: [PATCH 418/608] build_industrial_distribution_key.py: add dropna to EPRTR emissions --- scripts/build_industrial_distribution_key.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_industrial_distribution_key.py b/scripts/build_industrial_distribution_key.py index b86d47c2..e6d515b0 100644 --- a/scripts/build_industrial_distribution_key.py +++ b/scripts/build_industrial_distribution_key.py @@ -130,7 +130,7 @@ def build_nodal_distribution_key(hotmaps, regions, countries): if not facilities.empty: emissions = facilities["Emissions_ETS_2014"].fillna( - hotmaps["Emissions_EPRTR_2014"] + hotmaps["Emissions_EPRTR_2014"].dropna() ) if emissions.sum() == 0: key = pd.Series(1 / len(facilities), facilities.index) From 0418af6071841606532ba7366c8acab7ae3957b2 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 19:20:26 +0100 Subject: [PATCH 419/608] config: keep nuclear if created in prepare_network.py --- config/config.default.yaml | 1 + 1 file changed, 1 insertion(+) diff --git a/config/config.default.yaml b/config/config.default.yaml index 1e26781d..95ae738e 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -295,6 +295,7 @@ pypsa_eur: - offwind-dc - solar - ror + - nuclear StorageUnit: - PHS - hydro From a0f43aeeb77937db24223c4dc1e85d5cc0625706 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 19:22:26 +0100 Subject: [PATCH 420/608] config: increase default solar deployment density to 5.1 MW/km2 --- config/config.default.yaml | 2 +- doc/release_notes.rst | 2 ++ 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 95ae738e..ba41fe5a 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -212,7 +212,7 @@ renewable: orientation: slope: 35. azimuth: 180. - capacity_per_sqkm: 1.7 + capacity_per_sqkm: 5.1 # correction_factor: 0.854337 corine: [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 26, 31, 32] luisa: false # [1111, 1121, 1122, 1123, 1130, 1210, 1221, 1222, 1230, 1241, 1242, 1310, 1320, 1330, 1410, 1421, 1422, 2110, 2120, 2130, 2210, 2220, 2230, 2310, 2410, 2420, 3210, 3320, 3330] diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 01833ccc..33857780 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,8 @@ Release Notes Upcoming Release ================ +* Increase deployment density of solar to 5.1 MW/sqkm by default. + * Default to full electrification of land transport by 2050. * Default to approximating transmission losses in HVAC lines From 608a12fed26ad22e64c2dfc341163830000ae62c Mon Sep 17 00:00:00 2001 From: Fabian Date: Wed, 27 Sep 2023 11:53:00 +0200 Subject: [PATCH 421/608] prepare_sector: allow planning_horizons wc to be a scalar value --- scripts/prepare_sector_network.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 17eb832d..79bc67e9 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -286,6 +286,8 @@ def build_carbon_budget(o, input_eurostat, fn, emissions_scope, report_year): ) planning_horizons = snakemake.params.planning_horizons + if not isinstance(planning_horizons, list): + planning_horizons = [planning_horizons] t_0 = planning_horizons[0] if "be" in o: From b135a0cc01a76dbe81ffcdc3ca5cdc63891ab846 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 19:42:22 +0100 Subject: [PATCH 422/608] build_ship_raster: performance improvement --- scripts/build_ship_raster.py | 16 +++++++++------- 1 file changed, 9 insertions(+), 7 deletions(-) diff --git a/scripts/build_ship_raster.py b/scripts/build_ship_raster.py index 02f4d5d5..7025e85d 100644 --- a/scripts/build_ship_raster.py +++ b/scripts/build_ship_raster.py @@ -62,11 +62,13 @@ if __name__ == "__main__": xs, Xs, ys, Ys = zip(*(determine_cutout_xXyY(cutout) for cutout in cutouts)) with zipfile.ZipFile(snakemake.input.ship_density) as zip_f: - zip_f.extract("shipdensity_global.tif") - with rioxarray.open_rasterio("shipdensity_global.tif") as ship_density: - ship_density = ship_density.drop_vars(["band"]).sel( - x=slice(min(xs), max(Xs)), y=slice(max(Ys), min(ys)) - ) - ship_density.rio.to_raster(snakemake.output[0]) + resources = Path(snakemake.output[0]).parent + fn = "shipdensity_global.tif" + zip_f.extract(fn, resources) + with rioxarray.open_rasterio(resources / fn) as ship_density: + ship_density = ship_density.drop_vars(["band"]).sel( + x=slice(min(xs), max(Xs)), y=slice(max(Ys), min(ys)) + ) + ship_density.rio.to_raster(snakemake.output[0]) - os.remove("shipdensity_global.tif") + (resources / fn).unlink() From c1f527b663b5e9f11f283f2052ab23eaba3c9788 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 19:44:29 +0100 Subject: [PATCH 423/608] build_ship_raster: adjust imports --- scripts/build_ship_raster.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_ship_raster.py b/scripts/build_ship_raster.py index 7025e85d..da8c8b28 100644 --- a/scripts/build_ship_raster.py +++ b/scripts/build_ship_raster.py @@ -42,8 +42,8 @@ Description """ import logging -import os import zipfile +from pathlib import Path import rioxarray from _helpers import configure_logging From 254d50b1b4dc35d7db3b8cdc56ba99b798df3546 Mon Sep 17 00:00:00 2001 From: Fabian Date: Mon, 18 Sep 2023 12:25:04 +0200 Subject: [PATCH 424/608] prepare sectors: allow for updating co2 network costs --- Snakefile | 1 + config/config.default.yaml | 2 ++ scripts/prepare_sector_network.py | 47 ++++++++++++++++++++++++++----- scripts/solve_network.py | 8 +++--- 4 files changed, 47 insertions(+), 11 deletions(-) diff --git a/Snakefile b/Snakefile index 14ce0e40..f6e581a4 100644 --- a/Snakefile +++ b/Snakefile @@ -125,6 +125,7 @@ rule sync: shell: """ rsync -uvarh --ignore-missing-args --files-from=.sync-send . {params.cluster} + rsync -uvarh --no-g {params.cluster}/resources . || echo "No resources directory, skipping rsync rsync -uvarh --no-g {params.cluster}/results . || echo "No results directory, skipping rsync" rsync -uvarh --no-g {params.cluster}/logs . || echo "No logs directory, skipping rsync" """ diff --git a/config/config.default.yaml b/config/config.default.yaml index ba41fe5a..331f7382 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -478,6 +478,7 @@ sector: co2_sequestration_lifetime: 50 co2_spatial: false co2network: false + co2_network_cost_factor: 1 cc_fraction: 0.9 hydrogen_underground_storage: true hydrogen_underground_storage_locations: @@ -985,6 +986,7 @@ plotting: CO2 sequestration: '#f29dae' DAC: '#ff5270' co2 stored: '#f2385a' + co2 sequestered: '#f2682f' co2: '#f29dae' co2 vent: '#ffd4dc' CO2 pipeline: '#f5627f' diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 79bc67e9..b0d0a4e6 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -549,7 +549,7 @@ def patch_electricity_network(n): n.loads_t.p_set.rename(lambda x: x.strip(), axis=1, inplace=True) -def add_co2_tracking(n, options): +def add_co2_tracking(n, costs, options): # minus sign because opposite to how fossil fuels used: # CH4 burning puts CH4 down, atmosphere up n.add("Carrier", "co2", co2_emissions=-1.0) @@ -576,6 +576,37 @@ def add_co2_tracking(n, options): unit="t_co2", ) + # add CO2 tanks + n.madd( + "Store", + spatial.co2.nodes, + e_nom_extendable=True, + capital_cost=costs.loc["CO2 storage tank"], + carrier="co2 stored", + bus=spatial.co2.nodes, + ) + n.add("Carrier", "co2 stored") + + # this tracks CO2 stored, e.g. underground + sequestration_buses = spatial.co2.nodes.str.replace(" stored", " sequestered") + n.madd( + "Bus", + sequestration_buses, + location=spatial.co2.locations, + carrier="co2 sequestered", + unit="t_co2", + ) + + n.madd( + "Link", + sequestration_buses, + bus0=spatial.co2.nodes, + bus1=sequestration_buses, + carrier="co2 sequestered", + efficiency=1.0, + p_nom_extendable=True, + ) + if options["regional_co2_sequestration_potential"]["enable"]: upper_limit = ( options["regional_co2_sequestration_potential"]["max_size"] * 1e3 @@ -591,22 +622,22 @@ def add_co2_tracking(n, options): .mul(1e6) / annualiser ) # t - e_nom_max = e_nom_max.rename(index=lambda x: x + " co2 stored") + e_nom_max = e_nom_max.rename(index=lambda x: x + " co2 sequestered") else: e_nom_max = np.inf n.madd( "Store", - spatial.co2.nodes, + sequestration_buses, e_nom_extendable=True, e_nom_max=e_nom_max, capital_cost=options["co2_sequestration_cost"], - carrier="co2 stored", - bus=spatial.co2.nodes, + bus=sequestration_buses, lifetime=options["co2_sequestration_lifetime"], + carrier="co2 sequestered", ) - n.add("Carrier", "co2 stored") + n.add("Carrier", "co2 sequestered") if options["co2_vent"]: n.madd( @@ -635,6 +666,8 @@ def add_co2_network(n, costs): * co2_links.length ) capital_cost = cost_onshore + cost_submarine + cost_factor = snakemake.config["sector"]["co2_network_cost_factor"] + capital_cost *= cost_factor n.madd( "Link", @@ -3626,7 +3659,7 @@ if __name__ == "__main__": for carrier in conventional: add_carrier_buses(n, carrier) - add_co2_tracking(n, options) + add_co2_tracking(n, costs, options) add_generation(n, costs) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 203d8b0f..2bbd0164 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -202,10 +202,10 @@ def add_co2_sequestration_limit(n, config, limit=200): n.madd( "GlobalConstraint", names, - sense="<=", - constant=limit, - type="primary_energy", - carrier_attribute="co2_absorptions", + sense=">=", + constant=-limit, + type="operational_limit", + carrier_attribute="co2 sequestered", investment_period=periods, ) From 2d027e80c3561f60ac293edffce3ab3c69981842 Mon Sep 17 00:00:00 2001 From: Fabian Date: Tue, 19 Sep 2023 12:22:16 +0200 Subject: [PATCH 425/608] fix capital costs of co2 tanks --- Snakefile | 2 +- scripts/prepare_sector_network.py | 6 +++--- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/Snakefile b/Snakefile index f6e581a4..7c16ff9f 100644 --- a/Snakefile +++ b/Snakefile @@ -125,7 +125,7 @@ rule sync: shell: """ rsync -uvarh --ignore-missing-args --files-from=.sync-send . {params.cluster} - rsync -uvarh --no-g {params.cluster}/resources . || echo "No resources directory, skipping rsync + rsync -uvarh --no-g {params.cluster}/resources . || echo "No resources directory, skipping rsync" rsync -uvarh --no-g {params.cluster}/results . || echo "No results directory, skipping rsync" rsync -uvarh --no-g {params.cluster}/logs . || echo "No logs directory, skipping rsync" """ diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index b0d0a4e6..4cfaa95f 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -567,7 +567,7 @@ def add_co2_tracking(n, costs, options): bus="co2 atmosphere", ) - # this tracks CO2 stored, e.g. underground + # add CO2 tanks n.madd( "Bus", spatial.co2.nodes, @@ -576,13 +576,13 @@ def add_co2_tracking(n, costs, options): unit="t_co2", ) - # add CO2 tanks n.madd( "Store", spatial.co2.nodes, e_nom_extendable=True, - capital_cost=costs.loc["CO2 storage tank"], + capital_cost=costs.at["CO2 storage tank", "fixed"], carrier="co2 stored", + e_cyclic=True, bus=spatial.co2.nodes, ) n.add("Carrier", "co2 stored") From c71c4e75675638e55a56336d13ac3dbb3e0cbf6c Mon Sep 17 00:00:00 2001 From: Fabian Date: Wed, 20 Sep 2023 15:27:09 +0200 Subject: [PATCH 426/608] add biomass constraint for biomass spatial enabled --- scripts/prepare_sector_network.py | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 4cfaa95f..feb3faef 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2330,6 +2330,14 @@ def add_biomass(n, costs): marginal_cost=costs.at["solid biomass", "fuel"] + bus_transport_costs * average_distance, ) + n.add( + "GlobalConstraint", + "biomass limit", + carrier_attribute="solid biomass", + sense="<=", + constant=biomass_potentials["solid biomass"].sum(), + type="operational_limit", + ) # AC buses with district heating urban_central = n.buses.index[n.buses.carrier == "urban central heat"] From be5331c89c8aeabd64108d1c15827da47519c43a Mon Sep 17 00:00:00 2001 From: Fabian Date: Fri, 22 Sep 2023 10:51:36 +0200 Subject: [PATCH 427/608] formulate sequestration limit constraint as operational_limit constraint --- scripts/prepare_sector_network.py | 2 +- scripts/solve_network.py | 5 +---- 2 files changed, 2 insertions(+), 5 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index feb3faef..0caf45dd 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -587,7 +587,7 @@ def add_co2_tracking(n, costs, options): ) n.add("Carrier", "co2 stored") - # this tracks CO2 stored, e.g. underground + # this tracks CO2 sequestered, e.g. underground sequestration_buses = spatial.co2.nodes.str.replace(" stored", " sequestered") n.madd( "Bus", diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 2bbd0164..e76d4004 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -182,9 +182,6 @@ def add_co2_sequestration_limit(n, config, limit=200): """ Add a global constraint on the amount of Mt CO2 that can be sequestered. """ - n.carriers.loc["co2 stored", "co2_absorptions"] = -1 - n.carriers.co2_absorptions = n.carriers.co2_absorptions.fillna(0) - limit = limit * 1e6 for o in opts: if "seq" not in o: @@ -396,7 +393,7 @@ def prepare_network( if snakemake.params["sector"]["limit_max_growth"]["enable"]: n = add_max_growth(n, config) - if n.stores.carrier.eq("co2 stored").any(): + if n.stores.carrier.eq("co2 sequestered").any(): limit = co2_sequestration_potential add_co2_sequestration_limit(n, config, limit=limit) From 4e03e5a7ecb8165306087bad6413d4e9eb2f8ce3 Mon Sep 17 00:00:00 2001 From: Fabian Date: Thu, 5 Oct 2023 16:07:04 +0200 Subject: [PATCH 428/608] prepare_sector: add VOM for FT and methanolization, always use `.at` accessor for costs --- scripts/prepare_sector_network.py | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 0caf45dd..3a3c9992 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -102,7 +102,10 @@ def define_spatial(nodes, options): spatial.gas.biogas = ["EU biogas"] spatial.gas.industry = ["gas for industry"] spatial.gas.biogas_to_gas = ["EU biogas to gas"] - spatial.gas.biogas_to_gas_cc = ["EU biogas to gas CC"] + if options.get("biomass_spatial", options["biomass_transport"]): + spatial.gas.biogas_to_gas_cc = nodes + " biogas to gas CC" + else: + spatial.gas.biogas_to_gas_cc = ["EU biogas to gas CC"] if options.get("co2_spatial", options["co2network"]): spatial.gas.industry_cc = nodes + " gas for industry CC" else: @@ -2257,13 +2260,12 @@ def add_biomass(n, costs): # Assuming for costs that the CO2 from upgrading is pure, such as in amine scrubbing. I.e., with and without CC is # equivalent. Adding biomass CHP capture because biogas is often small-scale and decentral so further # from e.g. CO2 grid or buyers. This is a proxy for the added cost for e.g. a raw biogas pipeline to a central upgrading facility - n.madd( "Link", spatial.gas.biogas_to_gas_cc, bus0=spatial.gas.biogas, bus1=spatial.gas.nodes, - bus2="co2 stored", + bus2=spatial.co2.nodes, bus3="co2 atmosphere", carrier="biogas to gas CC", capital_cost=costs.at["biogas CC", "fixed"] @@ -2734,6 +2736,7 @@ def add_industry(n, costs): carrier="methanolisation", p_nom_extendable=True, p_min_pu=options.get("min_part_load_methanolisation", 0), + marginal_cost=options["MWh_MeOH_per_MWh_H2"] * costs.at["fuel cell", "VOM"], capital_cost=costs.at["methanolisation", "fixed"] * options["MWh_MeOH_per_MWh_H2"], # EUR/MW_H2/a marginal_cost=options["MWh_MeOH_per_MWh_H2"] From 6078b4626239ef94984a08bc16ac19b5b2e9244b Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 20:04:56 +0100 Subject: [PATCH 429/608] remove duplicate marginal_cost for methanolisation from merge --- scripts/prepare_sector_network.py | 1 - 1 file changed, 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 3a3c9992..0cb9759c 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2736,7 +2736,6 @@ def add_industry(n, costs): carrier="methanolisation", p_nom_extendable=True, p_min_pu=options.get("min_part_load_methanolisation", 0), - marginal_cost=options["MWh_MeOH_per_MWh_H2"] * costs.at["fuel cell", "VOM"], capital_cost=costs.at["methanolisation", "fixed"] * options["MWh_MeOH_per_MWh_H2"], # EUR/MW_H2/a marginal_cost=options["MWh_MeOH_per_MWh_H2"] From af7c1b15e6b9268a2948cfd9bd8f7c8752920e26 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 20:10:05 +0100 Subject: [PATCH 430/608] add documentation --- doc/configtables/sector.csv | 1 + 1 file changed, 1 insertion(+) diff --git a/doc/configtables/sector.csv b/doc/configtables/sector.csv index 5e2514e4..90979180 100644 --- a/doc/configtables/sector.csv +++ b/doc/configtables/sector.csv @@ -93,6 +93,7 @@ co2_sequestration_cost,currency/tCO2,float,The cost of sequestering a ton of CO2 co2_spatial,--,"{true, false}","Add option to spatially resolve carrier representing stored carbon dioxide. This allows for more detailed modelling of CCUTS, e.g. regarding the capturing of industrial process emissions, usage as feedstock for electrofuels, transport of carbon dioxide, and geological sequestration sites." ,,, co2network,--,"{true, false}",Add option for planning a new carbon dioxide transmission network +co2_network_cost_factor,p.u.,float,The cost factor for the capital cost of the carbon dioxide transmission network ,,, cc_fraction,--,float,The default fraction of CO2 captured with post-combustion capture hydrogen_underground _storage,--,"{true, false}",Add options for storing hydrogen underground. Storage potential depends regionally. From 48832874171601e2eec0bf2b7512ae5a4ce718e1 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 4 Jan 2024 19:10:04 +0000 Subject: [PATCH 431/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/common.smk | 2 +- scripts/add_brownfield.py | 4 +--- scripts/prepare_sector_network.py | 6 ++++-- scripts/solve_network.py | 2 +- 4 files changed, 7 insertions(+), 7 deletions(-) diff --git a/rules/common.smk b/rules/common.smk index 0e85b620..2298ff91 100644 --- a/rules/common.smk +++ b/rules/common.smk @@ -4,7 +4,7 @@ import os, sys, glob -helper_source_path = [match for match in glob.glob('**/_helpers.py', recursive=True)] +helper_source_path = [match for match in glob.glob("**/_helpers.py", recursive=True)] for path in helper_source_path: path = os.path.dirname(os.path.abspath(path)) diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index e151c441..cb1f51c8 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -133,9 +133,7 @@ def disable_grid_expansion_if_LV_limit_hit(n): # allow small numerical differences if lv_limit - total_expansion < 1: - logger.info( - f"LV is already reached, disabling expansion and LV limit" - ) + logger.info(f"LV is already reached, disabling expansion and LV limit") extendable_acs = n.lines.query("s_nom_extendable").index n.lines.loc[extendable_acs, "s_nom_extendable"] = False n.lines.loc[extendable_acs, "s_nom"] = n.lines.loc[extendable_acs, "s_nom_min"] diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 3a3c9992..ec76399d 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3044,8 +3044,9 @@ def add_industry(n, costs): if options["co2_spatial"] or options["co2network"]: p_set = ( - -industrial_demand.loc[nodes, "process emission"] - .rename(index=lambda x: x + " process emissions") + -industrial_demand.loc[nodes, "process emission"].rename( + index=lambda x: x + " process emissions" + ) / nhours ) else: @@ -3458,6 +3459,7 @@ def cluster_heat_buses(n): pnl = c.pnl agg = define_clustering(pd.Index(pnl.keys()), aggregate_dict) for k in pnl.keys(): + def renamer(s): return s.replace("residential ", "").replace("services ", "") diff --git a/scripts/solve_network.py b/scripts/solve_network.py index e76d4004..36b53086 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -853,7 +853,7 @@ def solve_network(n, config, solving, opts="", **kwargs): kwargs["assign_all_duals"] = cf_solving.get("assign_all_duals", False) if kwargs["solver_name"] == "gurobi": - logging.getLogger('gurobipy').setLevel(logging.CRITICAL) + logging.getLogger("gurobipy").setLevel(logging.CRITICAL) rolling_horizon = cf_solving.pop("rolling_horizon", False) skip_iterations = cf_solving.pop("skip_iterations", False) From becba42a88669c5e59fbb127336a67cf5498da49 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 20:15:00 +0100 Subject: [PATCH 432/608] add release notes --- doc/release_notes.rst | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 33857780..88f05854 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,13 @@ Release Notes Upcoming Release ================ +* Distinguish between stored and sequestered CO2. Stored CO2 is stored + overground in tanks and can be used for CCU (e.g. methanolisation). + Sequestered CO2 is stored underground and can no longer be used for CCU. This + distinction is made because storage in tanks is more expensive than + underground storage. The link that connects stored and sequestered CO2 is + unidirectional. + * Increase deployment density of solar to 5.1 MW/sqkm by default. * Default to full electrification of land transport by 2050. From 0534f574e9ef15b59d475991080fd2c47c8cd2c0 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 4 Jan 2024 19:18:07 +0000 Subject: [PATCH 433/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/common.smk | 2 +- scripts/add_brownfield.py | 4 +--- scripts/prepare_sector_network.py | 6 ++++-- scripts/solve_network.py | 2 +- 4 files changed, 7 insertions(+), 7 deletions(-) diff --git a/rules/common.smk b/rules/common.smk index 0e85b620..2298ff91 100644 --- a/rules/common.smk +++ b/rules/common.smk @@ -4,7 +4,7 @@ import os, sys, glob -helper_source_path = [match for match in glob.glob('**/_helpers.py', recursive=True)] +helper_source_path = [match for match in glob.glob("**/_helpers.py", recursive=True)] for path in helper_source_path: path = os.path.dirname(os.path.abspath(path)) diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index e151c441..cb1f51c8 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -133,9 +133,7 @@ def disable_grid_expansion_if_LV_limit_hit(n): # allow small numerical differences if lv_limit - total_expansion < 1: - logger.info( - f"LV is already reached, disabling expansion and LV limit" - ) + logger.info(f"LV is already reached, disabling expansion and LV limit") extendable_acs = n.lines.query("s_nom_extendable").index n.lines.loc[extendable_acs, "s_nom_extendable"] = False n.lines.loc[extendable_acs, "s_nom"] = n.lines.loc[extendable_acs, "s_nom_min"] diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 79bc67e9..8a45da2e 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3000,8 +3000,9 @@ def add_industry(n, costs): if options["co2_spatial"] or options["co2network"]: p_set = ( - -industrial_demand.loc[nodes, "process emission"] - .rename(index=lambda x: x + " process emissions") + -industrial_demand.loc[nodes, "process emission"].rename( + index=lambda x: x + " process emissions" + ) / nhours ) else: @@ -3414,6 +3415,7 @@ def cluster_heat_buses(n): pnl = c.pnl agg = define_clustering(pd.Index(pnl.keys()), aggregate_dict) for k in pnl.keys(): + def renamer(s): return s.replace("residential ", "").replace("services ", "") diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 203d8b0f..aa802ea8 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -856,7 +856,7 @@ def solve_network(n, config, solving, opts="", **kwargs): kwargs["assign_all_duals"] = cf_solving.get("assign_all_duals", False) if kwargs["solver_name"] == "gurobi": - logging.getLogger('gurobipy').setLevel(logging.CRITICAL) + logging.getLogger("gurobipy").setLevel(logging.CRITICAL) rolling_horizon = cf_solving.pop("rolling_horizon", False) skip_iterations = cf_solving.pop("skip_iterations", False) From 7b1600164fa292eb1ba2288340340deaf1cb3f59 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 4 Jan 2024 19:18:59 +0000 Subject: [PATCH 434/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/build_sector.smk | 15 +++++---------- rules/common.smk | 2 +- rules/retrieve.smk | 1 - scripts/add_brownfield.py | 4 +--- scripts/prepare_sector_network.py | 6 ++++-- scripts/solve_network.py | 2 +- 6 files changed, 12 insertions(+), 18 deletions(-) diff --git a/rules/build_sector.smk b/rules/build_sector.smk index 23ea604c..ef2fc6c8 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -90,13 +90,10 @@ rule build_gas_input_locations: ), entry="data/gas_network/scigrid-gas/data/IGGIELGN_BorderPoints.geojson", storage="data/gas_network/scigrid-gas/data/IGGIELGN_Storages.geojson", - regions_onshore=RESOURCES - + "regions_onshore_elec_s{simpl}_{clusters}.geojson", - regions_offshore=RESOURCES - + "regions_offshore_elec_s{simpl}_{clusters}.geojson", + regions_onshore=RESOURCES + "regions_onshore_elec_s{simpl}_{clusters}.geojson", + regions_offshore=RESOURCES + "regions_offshore_elec_s{simpl}_{clusters}.geojson", output: - gas_input_nodes=RESOURCES - + "gas_input_locations_s{simpl}_{clusters}.geojson", + gas_input_nodes=RESOURCES + "gas_input_locations_s{simpl}_{clusters}.geojson", gas_input_nodes_simplified=RESOURCES + "gas_input_locations_s{simpl}_{clusters}_simplified.csv", resources: @@ -112,10 +109,8 @@ rule build_gas_input_locations: rule cluster_gas_network: input: cleaned_gas_network=RESOURCES + "gas_network.csv", - regions_onshore=RESOURCES - + "regions_onshore_elec_s{simpl}_{clusters}.geojson", - regions_offshore=RESOURCES - + "regions_offshore_elec_s{simpl}_{clusters}.geojson", + regions_onshore=RESOURCES + "regions_onshore_elec_s{simpl}_{clusters}.geojson", + regions_offshore=RESOURCES + "regions_offshore_elec_s{simpl}_{clusters}.geojson", output: clustered_gas_network=RESOURCES + "gas_network_elec_s{simpl}_{clusters}.csv", resources: diff --git a/rules/common.smk b/rules/common.smk index 0e85b620..2298ff91 100644 --- a/rules/common.smk +++ b/rules/common.smk @@ -4,7 +4,7 @@ import os, sys, glob -helper_source_path = [match for match in glob.glob('**/_helpers.py', recursive=True)] +helper_source_path = [match for match in glob.glob("**/_helpers.py", recursive=True)] for path in helper_source_path: path = os.path.dirname(os.path.abspath(path)) diff --git a/rules/retrieve.smk b/rules/retrieve.smk index 198edf97..7a180e22 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -163,7 +163,6 @@ if config["enable"]["retrieve"] and config["enable"].get( if config["enable"]["retrieve"]: - datafiles = [ "IGGIELGN_LNGs.geojson", "IGGIELGN_BorderPoints.geojson", diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index e151c441..cb1f51c8 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -133,9 +133,7 @@ def disable_grid_expansion_if_LV_limit_hit(n): # allow small numerical differences if lv_limit - total_expansion < 1: - logger.info( - f"LV is already reached, disabling expansion and LV limit" - ) + logger.info(f"LV is already reached, disabling expansion and LV limit") extendable_acs = n.lines.query("s_nom_extendable").index n.lines.loc[extendable_acs, "s_nom_extendable"] = False n.lines.loc[extendable_acs, "s_nom"] = n.lines.loc[extendable_acs, "s_nom_min"] diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 17eb832d..70f57953 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2998,8 +2998,9 @@ def add_industry(n, costs): if options["co2_spatial"] or options["co2network"]: p_set = ( - -industrial_demand.loc[nodes, "process emission"] - .rename(index=lambda x: x + " process emissions") + -industrial_demand.loc[nodes, "process emission"].rename( + index=lambda x: x + " process emissions" + ) / nhours ) else: @@ -3412,6 +3413,7 @@ def cluster_heat_buses(n): pnl = c.pnl agg = define_clustering(pd.Index(pnl.keys()), aggregate_dict) for k in pnl.keys(): + def renamer(s): return s.replace("residential ", "").replace("services ", "") diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 203d8b0f..aa802ea8 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -856,7 +856,7 @@ def solve_network(n, config, solving, opts="", **kwargs): kwargs["assign_all_duals"] = cf_solving.get("assign_all_duals", False) if kwargs["solver_name"] == "gurobi": - logging.getLogger('gurobipy').setLevel(logging.CRITICAL) + logging.getLogger("gurobipy").setLevel(logging.CRITICAL) rolling_horizon = cf_solving.pop("rolling_horizon", False) skip_iterations = cf_solving.pop("skip_iterations", False) From e594f34e0029ce73a8083e6b28b60315b23b91c0 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 20:30:00 +0100 Subject: [PATCH 435/608] fix sequestration buses string replacement with pd.Index --- scripts/prepare_sector_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 9fe4c95a..e35d3a64 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -591,7 +591,7 @@ def add_co2_tracking(n, costs, options): n.add("Carrier", "co2 stored") # this tracks CO2 sequestered, e.g. underground - sequestration_buses = spatial.co2.nodes.str.replace(" stored", " sequestered") + sequestration_buses = pd.Index(spatial.co2.nodes).str.replace(" stored", " sequestered") n.madd( "Bus", sequestration_buses, From 29cda7042b2b506001d2955059ca0d6ce75f1d0c Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 4 Jan 2024 19:30:29 +0000 Subject: [PATCH 436/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index e35d3a64..51ab52d9 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -591,7 +591,9 @@ def add_co2_tracking(n, costs, options): n.add("Carrier", "co2 stored") # this tracks CO2 sequestered, e.g. underground - sequestration_buses = pd.Index(spatial.co2.nodes).str.replace(" stored", " sequestered") + sequestration_buses = pd.Index(spatial.co2.nodes).str.replace( + " stored", " sequestered" + ) n.madd( "Bus", sequestration_buses, From 558763e40ce651062449f1b113d3e306bd4ccce1 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 5 Jan 2024 14:32:37 +0100 Subject: [PATCH 437/608] add release notes --- config/config.default.yaml | 1 - doc/release_notes.rst | 5 +++++ 2 files changed, 5 insertions(+), 1 deletion(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index a5e49539..b9e8dc91 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -90,7 +90,6 @@ co2_budget: # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#electricity electricity: - voltages: [220., 300., 380.] voltages: [220., 300., 380., 500., 750.] gaslimit_enable: false gaslimit: false diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 88f05854..7a045866 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,11 @@ Release Notes Upcoming Release ================ +* More wildcard options now have a corresponding config entry. If the wildcard + is given, then its value is used. If the wildcard is not given but the options + in config are enabled, then the value from config is used. If neither is + given, the options are skipped. + * Distinguish between stored and sequestered CO2. Stored CO2 is stored overground in tanks and can be used for CCU (e.g. methanolisation). Sequestered CO2 is stored underground and can no longer be used for CCU. This From b6cba0388c3ba7a8b6b05b4c8c8283022d616d2e Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 5 Jan 2024 14:34:48 +0100 Subject: [PATCH 438/608] do not skip gas generator --- scripts/prepare_sector_network.py | 3 --- 1 file changed, 3 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 0fb9729a..43b09375 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -497,9 +497,6 @@ def add_carrier_buses(n, carrier, nodes=None): capital_cost=capital_cost, ) - if carrier == "gas": - return - n.madd( "Generator", nodes, From de2f9cf46de39c75a18d5dd88a688578961e0134 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 5 Jan 2024 14:38:15 +0100 Subject: [PATCH 439/608] add release notes --- doc/release_notes.rst | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 03d9318d..cc1ecdf0 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,14 @@ Release Notes Upcoming Release ================ +* Add separate option to add resistive heaters to the technology choices + (``sector: resistive_heaters:``). Previously they were always added when + boilers were added. + +* Resolve code issues for endogenous building retrofitting. Select correct + sector names, address deprecations, distinguish between district heating, decentral + heating in urban areas or rural areas for floor area calculations. + * Remove all negative loads on the ``co2 atmosphere`` bus representing emissions for e.g. fixed fossil demands for transport oil. Instead these are handled more transparently with a fixed transport oil demand and a link taking care of From db54006ac8e0cedb0e8302a5681130e9b91b1d75 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 5 Jan 2024 14:46:02 +0100 Subject: [PATCH 440/608] add exogenous transitions in 5-year steps --- config/config.default.yaml | 21 +++++++++++++++++++++ 1 file changed, 21 insertions(+) diff --git a/config/config.default.yaml b/config/config.default.yaml index 17eac834..bc067266 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -368,8 +368,11 @@ sector: potential: 0.6 progress: 2020: 0.0 + 2025: 0.15 2030: 0.3 + 2035: 0.45 2040: 0.6 + 2045: 0.8 2050: 1.0 district_heating_loss: 0.15 cluster_heat_buses: false @@ -392,18 +395,27 @@ sector: v2g: true land_transport_fuel_cell_share: 2020: 0 + 2025: 0 2030: 0 + 2035: 0 2040: 0 + 2045: 0 2050: 0 land_transport_electric_share: 2020: 0 + 2025: 0.15 2030: 0.3 + 2035: 0.45 2040: 0.7 + 2045: 0.85 2050: 1 land_transport_ice_share: 2020: 1 + 2025: 0.85 2030: 0.7 + 2035: 0.55 2040: 0.3 + 2045: 0.15 2050: 0 transport_fuel_cell_efficiency: 0.5 transport_internal_combustion_efficiency: 0.3 @@ -417,18 +429,27 @@ sector: shipping_hydrogen_liquefaction: false shipping_hydrogen_share: 2020: 0 + 2025: 0 2030: 0 + 2035: 0 2040: 0 + 2045: 0 2050: 0 shipping_methanol_share: 2020: 0 + 2025: 0.15 2030: 0.3 + 2035: 0.5 2040: 0.7 + 2045: 0.85 2050: 1 shipping_oil_share: 2020: 1 + 2025: 0.85 2030: 0.7 + 2035: 0.5 2040: 0.3 + 2045: 0.15 2050: 0 shipping_methanol_efficiency: 0.46 shipping_oil_efficiency: 0.40 From 66c9513fbd58ed9c3a70a1bfefe46dc454ca4c8c Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 5 Jan 2024 17:20:52 +0100 Subject: [PATCH 441/608] prepare release notes and amend documentation --- CITATION.cff | 2 +- config/config.default.yaml | 2 +- doc/conf.py | 4 +- doc/configtables/costs.csv | 1 + doc/configtables/sector.csv | 8 + doc/foresight.rst | 2 +- doc/preparation.rst | 13 + doc/release_notes.rst | 354 ++++++++++++------ scripts/build_monthly_prices.py | 2 - .../determine_availability_matrix_MD_UA.py | 3 + 10 files changed, 274 insertions(+), 117 deletions(-) diff --git a/CITATION.cff b/CITATION.cff index c80b73ef..f8b28b5f 100644 --- a/CITATION.cff +++ b/CITATION.cff @@ -6,7 +6,7 @@ cff-version: 1.1.0 message: "If you use this package, please cite it in the following way." title: "PyPSA-Eur: An open sector-coupled optimisation model of the European energy system" repository: https://github.com/pypsa/pypsa-eur -version: 0.8.1 +version: 0.9.0 license: MIT authors: - family-names: Brown diff --git a/config/config.default.yaml b/config/config.default.yaml index bc067266..c59ff394 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -3,7 +3,7 @@ # SPDX-License-Identifier: CC0-1.0 # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#top-level-configuration -version: 0.8.1 +version: 0.9.0 tutorial: false logging: diff --git a/doc/conf.py b/doc/conf.py index 1ddae466..fe577ac7 100644 --- a/doc/conf.py +++ b/doc/conf.py @@ -80,9 +80,9 @@ author = "Tom Brown (KIT, TUB, FIAS), Jonas Hoersch (KIT, FIAS), Fabian Hofmann # built documents. # # The short X.Y version. -version = "0.8" +version = "0.9" # The full version, including alpha/beta/rc tags. -release = "0.8.1" +release = "0.9.0" # The language for content autogenerated by Sphinx. Refer to documentation # for a list of supported languages. diff --git a/doc/configtables/costs.csv b/doc/configtables/costs.csv index e307985d..b69c0bf9 100644 --- a/doc/configtables/costs.csv +++ b/doc/configtables/costs.csv @@ -2,6 +2,7 @@ year,--,YYYY; e.g. '2030',Year for which to retrieve cost assumptions of ``resources/costs.csv``. version,--,vX.X.X; e.g. 'v0.5.0',Version of ``technology-data`` repository to use. rooftop_share,--,float,Share of rooftop PV when calculating capital cost of solar (joint rooftop and utility-scale PV). +social_discountrate,p.u.,float,Social discount rate to compare costs in different investment periods. 0.02 corresponds to a social discount rate of 2%. fill_values,--,float,Default values if not specified for a technology in ``resources/costs.csv``. capital_cost,EUR/MW,Keys should be in the 'technology' column of ``resources/costs.csv``. Values can be any float.,"For the given technologies, assumptions about their capital investment costs are set to the corresponding value. Optional; overwrites cost assumptions from ``resources/costs.csv``." marginal_cost,EUR/MWh,Keys should be in the 'technology' column of ``resources/costs.csv``. Values can be any float.,"For the given technologies, assumptions about their marginal operating costs are set to the corresponding value. Optional; overwrites cost assumptions from ``resources/costs.csv``." diff --git a/doc/configtables/sector.csv b/doc/configtables/sector.csv index b6a10d43..be096974 100644 --- a/doc/configtables/sector.csv +++ b/doc/configtables/sector.csv @@ -91,6 +91,7 @@ regional_co2 _sequestration_potential,,, -- years_of_storage,years,float,The years until potential exhausted at optimised annual rate co2_sequestration_potential,MtCO2/a,float,The potential of sequestering CO2 in Europe per year co2_sequestration_cost,currency/tCO2,float,The cost of sequestering a ton of CO2 +co2_sequestration_lifetime,years,int,The lifetime of a CO2 sequestration site co2_spatial,--,"{true, false}","Add option to spatially resolve carrier representing stored carbon dioxide. This allows for more detailed modelling of CCUTS, e.g. regarding the capturing of industrial process emissions, usage as feedstock for electrofuels, transport of carbon dioxide, and geological sequestration sites." ,,, co2network,--,"{true, false}",Add option for planning a new carbon dioxide transmission network @@ -130,3 +131,10 @@ biogas_upgrading_cc,--,"{true, false}",Add option to capture CO2 from biomass up conventional_generation,,,Add a more detailed description of conventional carriers. Any power generation requires the consumption of fuel from nodes representing that fuel. biomass_to_liquid,--,"{true, false}",Add option for transforming solid biomass into liquid fuel with the same properties as oil biosng,--,"{true, false}",Add option for transforming solid biomass into synthesis gas with the same properties as natural gas +limit_max_growth,,, +-- enable,--,"{true, false}",Add option to limit the maximum growth of a carrier +-- factor,p.u.,float,The maximum growth factor of a carrier (e.g. 1.3 allows 30% larger than max historic growth) +-- max_growth,,, +-- -- {carrier},GW,float,The historic maximum growth of a carrier +-- max_relative_growth, +-- -- {carrier},p.u.,float,The historic maximum relative growth of a carrier \ No newline at end of file diff --git a/doc/foresight.rst b/doc/foresight.rst index dd1e0ecc..f8ea6108 100644 --- a/doc/foresight.rst +++ b/doc/foresight.rst @@ -41,7 +41,7 @@ Perfect foresight scenarios .. warning:: - Perfect foresight is currently implemented as a first test version. + Perfect foresight is currently implemented as an experimental test version. For running perfect foresight scenarios, you can adjust the ``config/config.perfect.yaml``: diff --git a/doc/preparation.rst b/doc/preparation.rst index 5cdc8031..d8f76839 100644 --- a/doc/preparation.rst +++ b/doc/preparation.rst @@ -94,6 +94,13 @@ Rule ``build_electricity_demand`` .. automodule:: build_electricity_demand +.. _monthlyprices: + +Rule ``build_monthly_prices`` +============================= + +.. automodule:: build_monthly_prices + .. _ship: Rule ``build_ship_raster`` @@ -102,6 +109,12 @@ Rule ``build_ship_raster`` .. automodule:: build_ship_raster +.. _availabilitymatrixmdua: + +Rule ``determine_availability_matrix_MD_UA`` +============================================ + +.. automodule:: determine_availability_matrix_MD_UA .. _renewableprofiles: diff --git a/doc/release_notes.rst b/doc/release_notes.rst index f1b9bcb9..9baeeb88 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -7,110 +7,22 @@ Release Notes ########################################## -Upcoming Release -================ +.. Upcoming Release +.. ================ -* More wildcard options now have a corresponding config entry. If the wildcard - is given, then its value is used. If the wildcard is not given but the options - in config are enabled, then the value from config is used. If neither is - given, the options are skipped. +.. * new features -* Distinguish between stored and sequestered CO2. Stored CO2 is stored - overground in tanks and can be used for CCU (e.g. methanolisation). - Sequestered CO2 is stored underground and can no longer be used for CCU. This - distinction is made because storage in tanks is more expensive than - underground storage. The link that connects stored and sequestered CO2 is - unidirectional. +PyPSA-Eur 0.9.0 (5th January 2024) +================================== -* Increase deployment density of solar to 5.1 MW/sqkm by default. - -* Default to full electrification of land transport by 2050. - -* Default to approximating transmission losses in HVAC lines - (``transmission_losses: 2``). -* Add separate option to add resistive heaters to the technology choices - (``sector: resistive_heaters:``). Previously they were always added when - boilers were added. - -* Resolve code issues for endogenous building retrofitting. Select correct - sector names, address deprecations, distinguish between district heating, decentral - heating in urban areas or rural areas for floor area calculations. - -* Remove all negative loads on the ``co2 atmosphere`` bus representing emissions - for e.g. fixed fossil demands for transport oil. Instead these are handled - more transparently with a fixed transport oil demand and a link taking care of - the emissions to the ``co2 atmosphere`` bus. This is also a preparation for - endogenous transport optimisation, where demand will be subject to - optimisation (e.g. fuel switching in the transport sector). - -* Allow possibility to go from copperplated to regionally resolved methanol and - oil demand with switches ``sector: regional_methanol_demand: true`` and - ``sector: regional_oil_demand: true``. This allows nodal/regional CO2 - constraints to be applied. - -* Process emissions from steam crackers (i.e. naphtha processing for HVC) are now - piped from the consumption link to the process emissions bus where the model - can decide about carbon capture. Previously the process emissions for naphtha - were a fixed load. +**New Features** * Add option to specify losses for bidirectional links, e.g. pipelines or HVDC links, in configuration file under ``sector: transmission_efficiency:``. Users can specify static or length-dependent values as well as a length-dependent electricity demand for compression, which is implemented as a multi-link to the local electricity buses. The bidirectional links will then be split into - two unidirectional links with linked capacities. - -* Pin ``snakemake`` version to below 8.0.0, as the new version is not yet - supported by ``pypsa-eur``. - -* Updated Global Energy Monitor LNG terminal data to March 2023 version. - -* For industry distribution, use EPRTR as fallback if ETS data is not available. - -* The minimum capacity for renewable generators when using the myopic option has been fixed. - -* Files downloaded from zenodo are now write-protected to prevent accidental re-download. - -* Files extracted from sector-coupled data bundle have been moved from ``data/`` to ``data/sector-bundle``. - -* New feature multi-decade optimisation with perfect foresight. - -* It is now possible to specify years for biomass potentials which do not exist - in the JRC-ENSPRESO database, e.g. 2037. These are linearly interpolated. - -* In pathway mode, the biomass potential is linked to the investment year. - -* Rule ``purge`` now initiates a dialog to confirm if purge is desired. - -* Rule ``retrieve_irena`` get updated values for renewables capacities. - -* Rule ``retrieve_wdpa`` updated to not only check for current and previous, but also potentially next months dataset availability. - -* Split configuration to enable SMR and SMR CC. - -* Bugfix: The unit of the capital cost of Haber-Bosch plants was corrected. - -* The configuration setting for country focus weights when clustering the - network has been moved from ``focus_weights:`` to ``clustering: - focus_weights:``. Backwards compatibility to old config files is maintained. - -* Extend options for waste usage from Haber-Bosch, methanolisation and methanation. - -* Use electrolysis waste heat by default. - -* Add new ``sector_opts`` wildcard option "nowasteheat" to disable all waste heat usage. - -* Set minimum part loads for PtX processes to 30% for methanolisation and methanation, and to 70% for Fischer-Tropsch synthesis. - -* Add VOM as marginal cost to PtX processes. - -* Add pelletizing costs for biomass boilers. - -* The ``mock_snakemake`` function can now be used with a Snakefile from a different directory using the new ``root_dir`` argument. - -* Switch to using hydrogen and electricity inputs for Haber-Bosch from https://github.com/PyPSA/technology-data. - -* Add option to capture CO2 contained in biogas when upgrading (``sector: biogas_to_gas_cc``). + two unidirectional links with linked capacities (https://github.com/PyPSA/pypsa-eur/pull/739). * Merged option to extend geographical scope to Ukraine and Moldova. These countries are excluded by default and is currently constrained to power-sector @@ -120,24 +32,21 @@ Upcoming Release Moldova). Moldova can currently only be included in conjunction with Ukraine due to the absence of demand data. The Crimean power system is manually reconnected to the main Ukrainian grid with the configuration option - `reconnect_crimea`. + `reconnect_crimea` (https://github.com/PyPSA/pypsa-eur/pull/321). + +* New experimental support for multi-decade optimisation with perfect foresight + (``foresight: perfect``). Maximum growth rates for carriers, global carbon + budget constraints and emission constraints for particular investment periods. * Add option to reference an additional source file where users can specify custom ``extra_functionality`` constraints in the configuration file. The default setting points to an empty hull at - ``data/custom_extra_functionality.py``. - -* Validate downloads from Zenodo using MD5 checksums. This identifies corrupted - or incomplete downloads. + ``data/custom_extra_functionality.py`` (https://github.com/PyPSA/pypsa-eur/pull/824). * Add locations, capacities and costs of existing gas storage using Global Energy Monitor's `Europe Gas Tracker - `_. - -* Remove HELMETH option. - -* Print Irreducible Infeasible Subset (IIS) if model is infeasible. Only for - solvers with IIS support. + `_ + (https://github.com/PyPSA/pypsa-eur/pull/835). * Add option to use `LUISA Base Map `_ 50m land @@ -147,13 +56,238 @@ Upcoming Release dataset's full advantages, set the excluder resolution to 50m (``excluder_resolution: 50``). For land category codes, see `Annex 1 of the technical documentation - `_. + `_ + (https://github.com/PyPSA/pypsa-eur/pull/842). + +* Add option to capture CO2 contained in biogas when upgrading (``sector: + biogas_to_gas_cc``) (https://github.com/PyPSA/pypsa-eur/pull/615). + +* If load shedding is activated, it is now applied to all carriers, not only + electricity (https://github.com/PyPSA/pypsa-eur/pull/784). + +* Add option for heat vents in district heating (``sector: + central_heat_vent:``). The combination of must-run conditions for some + power-to-X processes, waste heat usage enabled and decreasing heating demand, + can lead to infeasibilities in pathway optimisation for some investment + periods since larger Fischer-Tropsch capacities are needed in early years but + the waste heat exceeds the heat demand in later investment periods. + (https://github.com/PyPSA/pypsa-eur/pull/791). + +* Allow possibility to go from copperplated to regionally resolved methanol and + oil demand with switches ``sector: regional_methanol_demand: true`` and + ``sector: regional_oil_demand: true``. This allows nodal/regional CO2 + constraints to be applied (https://github.com/PyPSA/pypsa-eur/pull/827). + +* Allow retrofitting of existing gas boilers to hydrogen boilers in pathway + optimisation. + +* Add option to add time-varying CO2 emission prices (electricity-only, ``costs: + emission_prices: co2_monthly_prices: true``). This is linked to the new + ``{opts}`` wildcard option ``Ept``. + +* Network clustering can now consider efficiency classes when aggregating + carriers. The option ``clustering: consider_efficiency_classes:`` aggregates + each carriers into the top 10-quantile (high), the bottom 90-quantile (low), + and everything in between (medium). + +* Added option ``conventional: dynamic_fuel_price:`` to consider the monthly + fluctuating fuel prices for conventional generators. Refer to the CSV file + ``data/validation/monthly_fuel_price.csv``. + +* For hydro-electricity, add switches ``flatten_dispatch`` to consider an upper + limit for the hydro dispatch. The limit is given by the average capacity + factor plus the buffer given in ``flatten_dispatch_buffer``. + +* Extend options for waste heat usage from Haber-Bosch, methanolisation and + methanation (https://github.com/PyPSA/pypsa-eur/pull/834). + +* Add new ``sector_opts`` wildcard option "nowasteheat" to disable all waste + heat usage (https://github.com/PyPSA/pypsa-eur/pull/834). + +* Add new rule ``retrieve_irena`` to automatically retrieve up-to-date values + for existing renewables capacities (https://github.com/PyPSA/pypsa-eur/pull/756). + +* Print Irreducible Infeasible Subset (IIS) if model is infeasible. Only for + solvers with IIS support (https://github.com/PyPSA/pypsa-eur/pull/841). + +* More wildcard options now have a corresponding config entry. If the wildcard + is given, then its value is used. If the wildcard is not given but the options + in config are enabled, then the value from config is used. If neither is + given, the options are skipped (https://github.com/PyPSA/pypsa-eur/pull/827). + +* Validate downloads from Zenodo using MD5 checksums. This identifies corrupted + or incomplete downloads (https://github.com/PyPSA/pypsa-eur/pull/821). + +* Add rule ``sync`` to synchronise with a remote machine using the ``rsync`` + library. Configuration settings are found under ``remote:``. + +**Breaking Changes** + +* Remove all negative loads on the ``co2 atmosphere`` bus representing emissions + for e.g. fixed fossil demands for transport oil. Instead these are handled + more transparently with a fixed transport oil demand and a link taking care of + the emissions to the ``co2 atmosphere`` bus. This is also a preparation for + endogenous transport optimisation, where demand will be subject to + optimisation (e.g. fuel switching in the transport sector) + (https://github.com/PyPSA/pypsa-eur/pull/827). + +* Process emissions from steam crackers (i.e. naphtha processing for HVC) are + now piped from the consumption link to the process emissions bus where the + model can decide about carbon capture. Previously the process emissions for + naphtha were a fixed load (https://github.com/PyPSA/pypsa-eur/pull/827). + +* Distinguish between stored and sequestered CO2. Stored CO2 is stored + overground in tanks and can be used for CCU (e.g. methanolisation). + Sequestered CO2 is stored underground and can no longer be used for CCU. This + distinction is made because storage in tanks is more expensive than + underground storage. The link that connects stored and sequestered CO2 is + unidirectional (https://github.com/PyPSA/pypsa-eur/pull/844). + +* Files extracted from sector-coupled data bundle have been moved from ``data/`` + to ``data/sector-bundle``. + +* Split configuration to enable SMR and SMR CC (``sector: smr:`` and ``sector: + smr_cc:``) (https://github.com/PyPSA/pypsa-eur/pull/757). + +* Add separate option to add resistive heaters to the technology choices + (``sector: resistive_heaters:``). Previously they were always added when + boilers were added (https://github.com/PyPSA/pypsa-eur/pull/808). + +* Remove HELMETH option (``sector: helmeth:``). + +* Remove "conservative" renewable potentials estimation option + (https://github.com/PyPSA/pypsa-eur/pull/838). + +**Changes** + +* Updated Global Energy Monitor LNG terminal data to March 2023 version + (https://github.com/PyPSA/pypsa-eur/pull/707). + +* For industry distribution, use EPRTR as fallback if ETS data is not available + (https://github.com/PyPSA/pypsa-eur/pull/721). + +* It is now possible to specify years for biomass potentials which do not exist + in the JRC-ENSPRESO database, e.g. 2037. These are linearly interpolated + (https://github.com/PyPSA/pypsa-eur/pull/744). + +* In pathway mode, the biomass potential is linked to the investment year + (https://github.com/PyPSA/pypsa-eur/pull/744). + +* Increase allowed deployment density of solar to 5.1 MW/sqkm by default. + +* Default to full electrification of land transport by 2050. + +* Provide exogenous transition settings in 5-year steps. + +* Default to approximating transmission losses in HVAC lines + (``transmission_losses: 2``). + +* Use electrolysis waste heat by default. + +* Set minimum part loads for PtX processes to 30% for methanolisation and + methanation, and to 70% for Fischer-Tropsch synthesis. + +* Add VOM as marginal cost to PtX processes + (https://github.com/PyPSA/pypsa-eur/pull/830). + +* Add pelletizing costs for biomass boilers (https://github.com/PyPSA/pypsa-eur/pull/833). + +* Update default offshore wind turbine model to "NREL Reference 2020 ATB 5.5 MW" + (https://github.com/PyPSA/pypsa-eur/pull/832). + +* Switch to using hydrogen and electricity inputs for Haber-Bosch from + https://github.com/PyPSA/technology-data (https://github.com/PyPSA/pypsa-eur/pull/831). + +* The configuration setting for country focus weights when clustering the + network has been moved from ``focus_weights:`` to ``clustering: + focus_weights:``. Backwards compatibility to old config files is maintained + (https://github.com/PyPSA/pypsa-eur/pull/794). + +* The ``mock_snakemake`` function can now be used with a Snakefile from a + different directory using the new ``root_dir`` argument + (https://github.com/PyPSA/pypsa-eur/pull/771). + +* Rule ``purge`` now initiates a dialog to confirm if purge is desired + (https://github.com/PyPSA/pypsa-eur/pull/745). + +* Files downloaded from zenodo are now write-protected to prevent accidental + re-download (https://github.com/PyPSA/pypsa-eur/pull/730). + +* Performance improvements for rule ``build_ship_raster`` + (https://github.com/PyPSA/pypsa-eur/pull/845). + +* Improve time logging in :mod:`build_renewable_profiles` + (https://github.com/PyPSA/pypsa-eur/pull/837). + +* In myopic pathway optimisation, disable power grid expansion if line volume + already hit (https://github.com/PyPSA/pypsa-eur/pull/840). + +* JRC-ENSPRESO data is now downloaded from a Zenodo mirror because the link was + unreliable (https://github.com/PyPSA/pypsa-eur/pull/801). + +* Add focus weights option for clustering to documentation + (https://github.com/PyPSA/pypsa-eur/pull/781). + +* Add proxy for biomass transport costs if no explicit biomass transport network + is considered (https://github.com/PyPSA/pypsa-eur/pull/711). **Bugs and Compatibility** -* A bug preventing custom powerplants specified in ``data/custom_powerplants.csv`` was fixed. (https://github.com/PyPSA/pypsa-eur/pull/732) -* Fix nodal fraction in ``add_existing_year`` when using distributed generators -* Fix typo in buses definition for oil boilers in ``add_industry`` in ``prepare_sector_network`` +* The minimum PyPSA version is now 0.26.1. + +* Update to ``tsam>=0.2.3`` for performance improvents in temporal clustering. + +* Pin ``snakemake`` version to below 8.0.0, as the new version is not yet + supported. The next release will switch to the requirement ``snakemake>=8``. + +* Bugfix: Add coke and coal demand for integrated steelworks + (https://github.com/PyPSA/pypsa-eur/pull/718). + +* Bugfix: Make :mod:`build_renewable_profiles` consider subsets of cutout time + scope (https://github.com/PyPSA/pypsa-eur/pull/709). + +* Bugfix: In :mod:`simplify network`, remove 'underground' column to avoid + consense error (https://github.com/PyPSA/pypsa-eur/pull/714). + +* Bugfix: Fix in :mod:`add_existing_baseyear` to account for the case when there + is no rural heating demand for some nodes in network + (https://github.com/PyPSA/pypsa-eur/pull/706). + +* Bugfix: The unit of the capital cost of Haber-Bosch plants was corrected + (https://github.com/PyPSA/pypsa-eur/pull/829). + +* The minimum capacity for renewable generators when using the myopic option has + been fixed (https://github.com/PyPSA/pypsa-eur/pull/728). + +* Compatibility for running with single node and single country + (https://github.com/PyPSA/pypsa-eur/pull/839). + +* A bug preventing the addition of custom powerplants specified in + ``data/custom_powerplants.csv`` was fixed. + (https://github.com/PyPSA/pypsa-eur/pull/732) + +* Fix nodal fraction in :mod:`add_existing_year` when using distributed + generators (https://github.com/PyPSA/pypsa-eur/pull/798). + +* Bugfix: District heating without progress caused division by zero + (https://github.com/PyPSA/pypsa-eur/pull/796). + +* Bugfix: Drop duplicates in :mod:`build_industrial_distribution_keys`, which + can occur through the geopandas ``.sjoin()`` function if a point is located on + a border (https://github.com/PyPSA/pypsa-eur/pull/726). + +* For network clustering fall back to ``ipopt`` when ``highs`` is designated + solver (https://github.com/PyPSA/pypsa-eur/pull/795). + +* Fix typo in buses definition for oil boilers in ``add_industry`` in + :mod:`prepare_sector_network` (https://github.com/PyPSA/pypsa-eur/pull/812). + +* Resolve code issues for endogenous building retrofitting. Select correct + sector names, address deprecations, distinguish between district heating, + decentral heating in urban areas or rural areas for floor area calculations + (https://github.com/PyPSA/pypsa-eur/pull/808). + +* Addressed various deprecations. PyPSA-Eur 0.8.1 (27th July 2023) diff --git a/scripts/build_monthly_prices.py b/scripts/build_monthly_prices.py index c2e88972..214d39fb 100644 --- a/scripts/build_monthly_prices.py +++ b/scripts/build_monthly_prices.py @@ -6,8 +6,6 @@ #!/usr/bin/env python3 # -*- coding: utf-8 -*- """ -Created on Tue May 16 10:37:35 2023. - This script extracts monthly fuel prices of oil, gas, coal and lignite, as well as CO2 prices diff --git a/scripts/determine_availability_matrix_MD_UA.py b/scripts/determine_availability_matrix_MD_UA.py index 8d10f45d..efe9a712 100644 --- a/scripts/determine_availability_matrix_MD_UA.py +++ b/scripts/determine_availability_matrix_MD_UA.py @@ -2,6 +2,9 @@ # SPDX-FileCopyrightText: : 2017-2023 The PyPSA-Eur Authors # # SPDX-License-Identifier: MIT +""" +Create land elibility analysis for Ukraine and Moldova with different datasets. +""" import functools import logging From b98f1ef9dc7e328393bb0fa2d8f405d868acb398 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 5 Jan 2024 17:33:32 +0100 Subject: [PATCH 442/608] documentation fixes --- config/config.default.yaml | 2 +- doc/configuration.rst | 2 +- doc/img/intro-workflow.png | Bin 205261 -> 232347 bytes doc/index.rst | 20 ++------------------ doc/introduction.rst | 2 +- doc/release_notes.rst | 6 ++---- doc/spatial_resolution.rst | 2 +- graphics/workflow.png | Bin 745458 -> 651103 bytes 8 files changed, 8 insertions(+), 26 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index c59ff394..b16f25f8 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -280,7 +280,7 @@ transformers: s_nom: 2000. type: '' -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#load +# docs-load in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#load load: power_statistics: true interpolate_limit: 3 diff --git a/doc/configuration.rst b/doc/configuration.rst index ceda1141..92ed269b 100644 --- a/doc/configuration.rst +++ b/doc/configuration.rst @@ -383,7 +383,7 @@ overwrite the existing values. .. literalinclude:: ../config/config.default.yaml :language: yaml - :start-after: type: + :start-after: # docs-load :end-before: # docs .. csv-table:: diff --git a/doc/img/intro-workflow.png b/doc/img/intro-workflow.png index da2c06d8013a713e0451b70910b7ae475f6f1320..27b5a389d97416a5c61710cba4beb41ce90efaa3 100644 GIT binary patch literal 232347 zcmZU*2RzmN`#&xukqFtNB=eXd$qr?Y9DC(ti<0a;l9fAqBr7{)XOr6zva$(D_THP{ zb@cgs|DVU>|GpoO+c`PsJzlSCJg?{VyacPMJR~BZA;7}IB9eb3qk)Bm&yIzKdkr5O z{>3+Y=q~)gGgW*jgLQ`aFSRZ^3JdE7mb{FVrpx=~aaR|Vh3nnZIXZg!m6|`Eq6`rh zZHNRx!kfM<%mM!d2K@6m^W*b!9_E`oWt3$L*v#uTsg205%nh+UwVq_7*j&t#EJRk# zDxQ1II6#>+(!j> z_1~jW^jf&lf8St!A~?P={Lgz6@tf}d^Va8pnYs@1-p4hA@0qak@pCs5Hur6VCv4eI zL-d;FWw}&@qMEr5#<)7PM+c4n{G8>j3OBm;_Y49g7fQ1(U}2eD>xr-6Jk6h!OQGcn zqpFL&-OBuEDLKx7_RB41XR11izaO{6KfjaIh2(aIiF>DiMvmFNLUsSq=Q31@8bY+A z3vBp0*mB!`>y%N=R>tG@>DLZ5+*%jUx4irO$=@^d;Qu2AuO!JH3(ib7pKUuVO9*7~ 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CO2: It can be modeled as a single node for Europe or it can be nodally resolved with CO2 transport pipelines if activated in the `config `_. It should mentioned that in single node mode a transport and storage cost is added for sequestered CO2, the cost of which can be adjusted in the `config `_. -• Liquid hydrocarbons: Modeled as a single node for Europe, since transport costs for liquids are low and no bottlenecks are expected. +• Carbonaceous fuels: Modeled as a single node for Europe by default, since transport costs for liquids are low and no bottlenecks are expected. 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auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- doc/configtables/sector.csv | 2 +- scripts/build_monthly_prices.py | 5 ++--- 2 files changed, 3 insertions(+), 4 deletions(-) diff --git a/doc/configtables/sector.csv b/doc/configtables/sector.csv index be096974..338cf34e 100644 --- a/doc/configtables/sector.csv +++ b/doc/configtables/sector.csv @@ -137,4 +137,4 @@ limit_max_growth,,, -- max_growth,,, -- -- {carrier},GW,float,The historic maximum growth of a carrier -- max_relative_growth, --- -- {carrier},p.u.,float,The historic maximum relative growth of a carrier \ No newline at end of file +-- -- {carrier},p.u.,float,The historic maximum relative growth of a carrier diff --git a/scripts/build_monthly_prices.py b/scripts/build_monthly_prices.py index 214d39fb..1c6d461b 100644 --- a/scripts/build_monthly_prices.py +++ b/scripts/build_monthly_prices.py @@ -6,9 +6,8 @@ #!/usr/bin/env python3 # -*- coding: utf-8 -*- """ -This script extracts monthly fuel prices of oil, gas, coal and lignite, -as well as CO2 prices - +This script extracts monthly fuel prices of oil, gas, coal and lignite, as well +as CO2 prices. Inputs ------ From b2744bc0cad2cf8614291cc84445bf1e51e04fbd Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 5 Jan 2024 17:36:35 +0100 Subject: [PATCH 444/608] update envs/environment.fixed.yaml --- envs/environment.fixed.yaml | 958 ++++++++++++++++++------------------ 1 file changed, 489 insertions(+), 469 deletions(-) diff --git a/envs/environment.fixed.yaml b/envs/environment.fixed.yaml index ca2ae848..7dd903a3 100644 --- a/envs/environment.fixed.yaml +++ b/envs/environment.fixed.yaml @@ -1,472 +1,492 @@ -# SPDX-FileCopyrightText: : 2017-2023 The PyPSA-Eur Authors -# -# SPDX-License-Identifier: CC0-1.0 - name: pypsa-eur channels: -- bioconda -- http://conda.anaconda.org/gurobi -- conda-forge -- defaults + - bioconda + - gurobi + - http://conda.anaconda.org/gurobi + - conda-forge + - defaults dependencies: -- _libgcc_mutex=0.1 -- _openmp_mutex=4.5 -- affine=2.4.0 -- alsa-lib=1.2.9 -- ampl-mp=3.1.0 -- amply=0.1.6 -- anyio=3.7.1 -- appdirs=1.4.4 -- argon2-cffi=21.3.0 -- argon2-cffi-bindings=21.2.0 -- asttokens=2.2.1 -- async-lru=2.0.3 -- atk-1.0=2.38.0 -- atlite=0.2.11 -- attr=2.5.1 -- attrs=23.1.0 -- aws-c-auth=0.7.0 -- aws-c-cal=0.6.0 -- aws-c-common=0.8.23 -- aws-c-compression=0.2.17 -- aws-c-event-stream=0.3.1 -- aws-c-http=0.7.11 -- aws-c-io=0.13.28 -- aws-c-mqtt=0.8.14 -- aws-c-s3=0.3.13 -- aws-c-sdkutils=0.1.11 -- aws-checksums=0.1.16 -- aws-crt-cpp=0.20.3 -- aws-sdk-cpp=1.10.57 -- babel=2.12.1 -- backcall=0.2.0 -- backports=1.0 -- backports.functools_lru_cache=1.6.5 -- beautifulsoup4=4.12.2 -- bleach=6.0.0 -- blosc=1.21.4 -- bokeh=3.2.1 -- boost-cpp=1.78.0 -- bottleneck=1.3.7 -- branca=0.6.0 -- brotli=1.0.9 -- brotli-bin=1.0.9 -- brotli-python=1.0.9 -- bzip2=1.0.8 -- c-ares=1.19.1 -- c-blosc2=2.10.0 -- ca-certificates=2023.7.22 -- cairo=1.16.0 -- cartopy=0.21.1 -- cdsapi=0.6.1 -- certifi=2023.7.22 -- cffi=1.15.1 -- cfitsio=4.2.0 -- cftime=1.6.2 -- charset-normalizer=3.2.0 -- click=8.1.6 -- click-plugins=1.1.1 -- cligj=0.7.2 -- cloudpickle=2.2.1 -- colorama=0.4.6 -- comm=0.1.3 -- configargparse=1.7 -- connection_pool=0.0.3 -- contourpy=1.1.0 -- country_converter=1.0.0 -- curl=8.2.0 -- cycler=0.11.0 -- cytoolz=0.12.2 -- dask=2023.7.1 -- dask-core=2023.7.1 -- datrie=0.8.2 -- dbus=1.13.6 -- debugpy=1.6.7 -- decorator=5.1.1 -- defusedxml=0.7.1 -- deprecation=2.1.0 -- descartes=1.1.0 -- distributed=2023.7.1 -- distro=1.8.0 -- docutils=0.20.1 -- dpath=2.1.6 -- entrypoints=0.4 -- entsoe-py=0.5.10 -- et_xmlfile=1.1.0 -- exceptiongroup=1.1.2 -- executing=1.2.0 -- expat=2.5.0 -- filelock=3.12.2 -- fiona=1.9.4 -- flit-core=3.9.0 -- folium=0.14.0 -- font-ttf-dejavu-sans-mono=2.37 -- font-ttf-inconsolata=3.000 -- font-ttf-source-code-pro=2.038 -- font-ttf-ubuntu=0.83 -- fontconfig=2.14.2 -- fonts-conda-ecosystem=1 -- fonts-conda-forge=1 -- fonttools=4.41.1 -- freetype=2.12.1 -- freexl=1.0.6 -- fribidi=1.0.10 -- fsspec=2023.6.0 -- gdal=3.7.0 -- gdk-pixbuf=2.42.10 -- geographiclib=1.52 -- geojson-rewind=1.0.2 -- geopandas=0.13.2 -- geopandas-base=0.13.2 -- geopy=2.3.0 -- geos=3.11.2 -- geotiff=1.7.1 -- gettext=0.21.1 -- gflags=2.2.2 -- giflib=5.2.1 -- gitdb=4.0.10 -- gitpython=3.1.32 -- glib=2.76.4 -- glib-tools=2.76.4 -- glog=0.6.0 -- gmp=6.2.1 -- graphite2=1.3.13 -- graphviz=8.1.0 -- gst-plugins-base=1.22.5 -- gstreamer=1.22.5 -- gtk2=2.24.33 -- gts=0.7.6 -- harfbuzz=7.3.0 -- hdf4=4.2.15 -- hdf5=1.14.1 -- humanfriendly=10.0 -- icu=72.1 -- idna=3.4 -- importlib-metadata=6.8.0 -- importlib_metadata=6.8.0 -- importlib_resources=6.0.0 -- iniconfig=2.0.0 -- ipopt=3.14.12 -- ipykernel=6.24.0 -- ipython=8.14.0 -- ipython_genutils=0.2.0 -- ipywidgets=8.0.7 -- jedi=0.18.2 -- jinja2=3.1.2 -- joblib=1.3.0 -- json-c=0.16 -- json5=0.9.14 -- jsonschema=4.18.4 -- jsonschema-specifications=2023.7.1 -- jupyter=1.0.0 -- jupyter-lsp=2.2.0 -- jupyter_client=8.3.0 -- jupyter_console=6.6.3 -- jupyter_core=5.3.1 -- jupyter_events=0.6.3 -- jupyter_server=2.7.0 -- jupyter_server_terminals=0.4.4 -- jupyterlab=4.0.3 -- jupyterlab_pygments=0.2.2 -- jupyterlab_server=2.24.0 -- jupyterlab_widgets=3.0.8 -- kealib=1.5.1 -- keyutils=1.6.1 -- kiwisolver=1.4.4 -- krb5=1.21.1 -- lame=3.100 -- lcms2=2.15 -- ld_impl_linux-64=2.40 -- lerc=4.0.0 -- libabseil=20230125.3 -- libaec=1.0.6 -- libarchive=3.6.2 -- libarrow=12.0.1 -- libblas=3.9.0 -- libbrotlicommon=1.0.9 -- libbrotlidec=1.0.9 -- libbrotlienc=1.0.9 -- libcap=2.67 -- libcblas=3.9.0 -- libclang=15.0.7 -- libclang13=15.0.7 -- libcrc32c=1.1.2 -- libcups=2.3.3 -- libcurl=8.2.0 -- libdeflate=1.18 -- libedit=3.1.20191231 -- libev=4.33 -- libevent=2.1.12 -- libexpat=2.5.0 -- libffi=3.4.2 -- libflac=1.4.3 -- libgcc-ng=13.1.0 -- libgcrypt=1.10.1 -- libgd=2.3.3 -- libgdal=3.7.0 -- libgfortran-ng=13.1.0 -- libgfortran5=13.1.0 -- libglib=2.76.4 -- libgomp=13.1.0 -- libgoogle-cloud=2.12.0 -- libgpg-error=1.47 -- libgrpc=1.56.2 -- libiconv=1.17 -- libjpeg-turbo=2.1.5.1 -- libkml=1.3.0 -- liblapack=3.9.0 -- liblapacke=3.9.0 -- libllvm15=15.0.7 -- libnetcdf=4.9.2 -- libnghttp2=1.52.0 -- libnsl=2.0.0 -- libnuma=2.0.16 -- libogg=1.3.4 -- libopenblas=0.3.23 -- libopus=1.3.1 -- libpng=1.6.39 -- libpq=15.3 -- libprotobuf=4.23.3 -- librsvg=2.56.1 -- librttopo=1.1.0 -- libsndfile=1.2.0 -- libsodium=1.0.18 -- libspatialindex=1.9.3 -- libspatialite=5.0.1 -- libsqlite=3.42.0 -- libssh2=1.11.0 -- libstdcxx-ng=13.1.0 -- libsystemd0=253 -- libthrift=0.18.1 -- libtiff=4.5.1 -- libtool=2.4.7 -- libutf8proc=2.8.0 -- libuuid=2.38.1 -- libvorbis=1.3.7 -- libwebp=1.3.1 -- libwebp-base=1.3.1 -- libxcb=1.15 -- libxkbcommon=1.5.0 -- libxml2=2.11.4 -- libxslt=1.1.37 -- libzip=1.9.2 -- libzlib=1.2.13 -- locket=1.0.0 -- lxml=4.9.3 -- lz4=4.3.2 -- lz4-c=1.9.4 -- lzo=2.10 -- mapclassify=2.5.0 -- markupsafe=2.1.3 -- matplotlib=3.5.3 -- matplotlib-base=3.5.3 -- matplotlib-inline=0.1.6 -- memory_profiler=0.61.0 -- metis=5.1.1 -- mistune=3.0.0 -- mpg123=1.31.3 -- msgpack-python=1.0.5 -- mumps-include=5.2.1 -- mumps-seq=5.2.1 -- munch=4.0.0 -- munkres=1.1.4 -- mysql-common=8.0.33 -- mysql-libs=8.0.33 -- nbclient=0.8.0 -- nbconvert=7.7.2 -- nbconvert-core=7.7.2 -- nbconvert-pandoc=7.7.2 -- nbformat=5.9.1 -- ncurses=6.4 -- nest-asyncio=1.5.6 -- netcdf4=1.6.4 -- networkx=3.1 -- nomkl=1.0 -- notebook=7.0.0 -- notebook-shim=0.2.3 -- nspr=4.35 -- nss=3.89 -- numexpr=2.8.4 -- numpy=1.25.1 -- openjdk=17.0.3 -- openjpeg=2.5.0 -- openpyxl=3.1.2 -- openssl=3.1.1 -- orc=1.9.0 -- overrides=7.3.1 -- packaging=23.1 -- pandas=2.0.3 -- pandoc=3.1.3 -- pandocfilters=1.5.0 -- pango=1.50.14 -- parso=0.8.3 -- partd=1.4.0 -- patsy=0.5.3 -- pcre2=10.40 -- pexpect=4.8.0 -- pickleshare=0.7.5 -- pillow=10.0.0 -- pip=23.2.1 -- pixman=0.40.0 -- pkgutil-resolve-name=1.3.10 -- plac=1.3.5 -- platformdirs=3.9.1 -- pluggy=1.2.0 -- ply=3.11 -- pooch=1.7.0 -- poppler=23.05.0 -- poppler-data=0.4.12 -- postgresql=15.3 -- powerplantmatching=0.5.7 -- progressbar2=4.2.0 -- proj=9.2.1 -- prometheus_client=0.17.1 -- prompt-toolkit=3.0.39 -- prompt_toolkit=3.0.39 -- psutil=5.9.5 -- pthread-stubs=0.4 -- ptyprocess=0.7.0 -- pulp=2.7.0 -- pulseaudio-client=16.1 -- pure_eval=0.2.2 -- py-cpuinfo=9.0.0 -- pyarrow=12.0.1 -- pycountry=22.3.5 -- pycparser=2.21 -- pygments=2.15.1 -- pyomo=6.6.1 -- pyparsing=3.1.0 -- pyproj=3.6.0 -- pyqt=5.15.7 -- pyqt5-sip=12.11.0 -- pyshp=2.3.1 -- pysocks=1.7.1 -- pytables=3.8.0 -- pytest=7.4.0 -- python=3.10.12 -- python-dateutil=2.8.2 -- python-fastjsonschema=2.18.0 -- python-json-logger=2.0.7 -- python-tzdata=2023.3 -- python-utils=3.7.0 -- python_abi=3.10 -- pytz=2023.3 -- pyxlsb=1.0.10 -- pyyaml=6.0 -- pyzmq=25.1.0 -- qt-main=5.15.8 -- qtconsole=5.4.3 -- qtconsole-base=5.4.3 -- qtpy=2.3.1 -- rasterio=1.3.8 -- rdma-core=28.9 -- re2=2023.03.02 -- readline=8.2 -- referencing=0.30.0 -- requests=2.31.0 -- reretry=0.11.8 -- rfc3339-validator=0.1.4 -- rfc3986-validator=0.1.1 -- rioxarray=0.14.1 -- rpds-py=0.9.2 -- rtree=1.0.1 -- s2n=1.3.46 -- scikit-learn=1.3.0 -- scipy=1.11.1 -- scotch=6.0.9 -- seaborn=0.12.2 -- seaborn-base=0.12.2 -- send2trash=1.8.2 -- setuptools=68.0.0 -- setuptools-scm=7.1.0 -- setuptools_scm=7.1.0 -- shapely=2.0.1 -- sip=6.7.10 -- six=1.16.0 -- smart_open=6.3.0 -- smmap=3.0.5 -- snakemake-minimal=7.30.2 -- snappy=1.1.10 -- sniffio=1.3.0 -- snuggs=1.4.7 -- sortedcontainers=2.4.0 -- soupsieve=2.3.2.post1 -- sqlite=3.42.0 -- stack_data=0.6.2 -- statsmodels=0.14.0 -- stopit=1.1.2 -- tabula-py=2.6.0 -- tabulate=0.9.0 -- tblib=1.7.0 -- terminado=0.17.1 -- threadpoolctl=3.2.0 -- throttler=1.2.1 -- tiledb=2.13.2 -- tinycss2=1.2.1 -- tk=8.6.12 -- toml=0.10.2 -- tomli=2.0.1 -- toolz=0.12.0 -- toposort=1.10 -- tornado=6.3.2 -- tqdm=4.65.0 -- traitlets=5.9.0 -- typing-extensions=4.7.1 -- typing_extensions=4.7.1 -- typing_utils=0.1.0 -- tzcode=2023c -- tzdata=2023c -- ucx=1.14.1 -- unicodedata2=15.0.0 -- unidecode=1.3.6 -- unixodbc=2.3.10 -- urllib3=2.0.4 -- wcwidth=0.2.6 -- webencodings=0.5.1 -- websocket-client=1.6.1 -- wheel=0.41.0 -- widgetsnbextension=4.0.8 -- wrapt=1.15.0 -- xarray=2023.7.0 -- xcb-util=0.4.0 -- xcb-util-image=0.4.0 -- xcb-util-keysyms=0.4.0 -- xcb-util-renderutil=0.3.9 -- xcb-util-wm=0.4.1 -- xerces-c=3.2.4 -- xkeyboard-config=2.39 -- xlrd=2.0.1 -- xorg-fixesproto=5.0 -- xorg-inputproto=2.3.2 -- xorg-kbproto=1.0.7 -- xorg-libice=1.1.1 -- xorg-libsm=1.2.4 -- xorg-libx11=1.8.6 -- xorg-libxau=1.0.11 -- xorg-libxdmcp=1.1.3 -- xorg-libxext=1.3.4 -- xorg-libxfixes=5.0.3 -- xorg-libxi=1.7.10 -- xorg-libxrender=0.9.11 -- xorg-libxtst=1.2.3 -- xorg-recordproto=1.14.2 -- xorg-renderproto=0.11.1 -- xorg-xextproto=7.3.0 -- xorg-xf86vidmodeproto=2.3.1 -- xorg-xproto=7.0.31 -- xyzservices=2023.7.0 -- xz=5.2.6 -- yaml=0.2.5 -- yte=1.5.1 -- zeromq=4.3.4 -- zict=3.0.0 -- zipp=3.16.2 -- zlib=1.2.13 -- zlib-ng=2.0.7 -- zstd=1.5.2 -- pip: - - gurobipy==10.0.2 - - linopy==0.2.2 - - pypsa==0.25.1 - - tsam==2.3.0 - - validators==0.20.0 + - _libgcc_mutex=0.1 + - _openmp_mutex=4.5 + - affine=2.4.0 + - alsa-lib=1.2.10 + - ampl-mp=3.1.0 + - amply=0.1.6 + - anyio=4.2.0 + - appdirs=1.4.4 + - argon2-cffi=23.1.0 + - argon2-cffi-bindings=21.2.0 + - arrow=1.3.0 + - asttokens=2.4.1 + - async-lru=2.0.4 + - atk-1.0=2.38.0 + - atlite=0.2.12 + - attr=2.5.1 + - attrs=23.2.0 + - aws-c-auth=0.7.8 + - aws-c-cal=0.6.9 + - aws-c-common=0.9.10 + - aws-c-compression=0.2.17 + - aws-c-event-stream=0.3.2 + - aws-c-http=0.7.15 + - aws-c-io=0.13.36 + - aws-c-mqtt=0.10.0 + - aws-c-s3=0.4.7 + - aws-c-sdkutils=0.1.13 + - aws-checksums=0.1.17 + - aws-crt-cpp=0.25.1 + - aws-sdk-cpp=1.11.210 + - babel=2.14.0 + - beautifulsoup4=4.12.2 + - bleach=6.1.0 + - blosc=1.21.5 + - bokeh=3.3.2 + - bottleneck=1.3.7 + - branca=0.7.0 + - brotli=1.1.0 + - brotli-bin=1.1.0 + - brotli-python=1.1.0 + - bzip2=1.0.8 + - c-ares=1.24.0 + - c-blosc2=2.12.0 + - ca-certificates=2023.11.17 + - cached-property=1.5.2 + - cached_property=1.5.2 + - cairo=1.18.0 + - cartopy=0.22.0 + - cdsapi=0.6.1 + - certifi=2023.11.17 + - cffi=1.16.0 + - cfitsio=4.3.1 + - cftime=1.6.3 + - charset-normalizer=3.3.2 + - click=8.1.7 + - click-plugins=1.1.1 + - cligj=0.7.2 + - cloudpickle=3.0.0 + - coin-or-cbc=2.10.10 + - coin-or-cgl=0.60.7 + - coin-or-clp=1.17.8 + - coin-or-osi=0.108.8 + - coin-or-utils=2.11.9 + - coincbc=2.10.10 + - colorama=0.4.6 + - comm=0.1.4 + - configargparse=1.7 + - connection_pool=0.0.3 + - contourpy=1.2.0 + - country_converter=1.2 + - cycler=0.12.1 + - cytoolz=0.12.2 + - dask=2023.12.1 + - dask-core=2023.12.1 + - datrie=0.8.2 + - dbus=1.13.6 + - debugpy=1.8.0 + - decorator=5.1.1 + - defusedxml=0.7.1 + - deprecation=2.1.0 + - descartes=1.1.0 + - distributed=2023.12.1 + - distro=1.8.0 + - docutils=0.20.1 + - dpath=2.1.6 + - entrypoints=0.4 + - entsoe-py=0.6.1 + - et_xmlfile=1.1.0 + - exceptiongroup=1.2.0 + - executing=2.0.1 + - expat=2.5.0 + - fiona=1.9.5 + - folium=0.15.1 + - font-ttf-dejavu-sans-mono=2.37 + - font-ttf-inconsolata=3.000 + - font-ttf-source-code-pro=2.038 + - font-ttf-ubuntu=0.83 + - fontconfig=2.14.2 + - fonts-conda-ecosystem=1 + - fonts-conda-forge=1 + - fonttools=4.47.0 + - fqdn=1.5.1 + - freetype=2.12.1 + - freexl=2.0.0 + - fribidi=1.0.10 + - fsspec=2023.12.2 + - gdal=3.7.3 + - gdk-pixbuf=2.42.10 + - geographiclib=1.52 + - geojson-rewind=1.1.0 + - geopandas=0.14.1 + - geopandas-base=0.14.1 + - geopy=2.4.1 + - geos=3.12.1 + - geotiff=1.7.1 + - gettext=0.21.1 + - gflags=2.2.2 + - giflib=5.2.1 + - gitdb=4.0.11 + - gitpython=3.1.40 + - glib=2.78.3 + - glib-tools=2.78.3 + - glog=0.6.0 + - glpk=5.0 + - gmp=6.3.0 + - graphite2=1.3.13 + - graphviz=9.0.0 + - gst-plugins-base=1.22.8 + - gstreamer=1.22.8 + - gtk2=2.24.33 + - gts=0.7.6 + - gurobi=11.0.0 + - harfbuzz=8.3.0 + - hdf4=4.2.15 + - hdf5=1.14.3 + - humanfriendly=10.0 + - icu=73.2 + - idna=3.6 + - importlib-metadata=7.0.1 + - importlib_metadata=7.0.1 + - importlib_resources=6.1.1 + - iniconfig=2.0.0 + - ipopt=3.14.13 + - ipykernel=6.28.0 + - ipython=8.19.0 + - ipywidgets=8.1.1 + - isoduration=20.11.0 + - jedi=0.19.1 + - jinja2=3.1.2 + - joblib=1.3.2 + - json-c=0.17 + - json5=0.9.14 + - jsonpointer=2.4 + - jsonschema=4.20.0 + - jsonschema-specifications=2023.12.1 + - jsonschema-with-format-nongpl=4.20.0 + - jupyter=1.0.0 + - jupyter-lsp=2.2.1 + - jupyter_client=8.6.0 + - jupyter_console=6.6.3 + - jupyter_core=5.6.1 + - jupyter_events=0.9.0 + - jupyter_server=2.12.1 + - jupyter_server_terminals=0.5.1 + - jupyterlab=4.0.10 + - jupyterlab_pygments=0.3.0 + - jupyterlab_server=2.25.2 + - jupyterlab_widgets=3.0.9 + - kealib=1.5.3 + - keyutils=1.6.1 + - kiwisolver=1.4.5 + - krb5=1.21.2 + - lame=3.100 + - lcms2=2.16 + - ld_impl_linux-64=2.40 + - lerc=4.0.0 + - libabseil=20230802.1 + - libaec=1.1.2 + - libarchive=3.7.2 + - libarrow=14.0.2 + - libarrow-acero=14.0.2 + - libarrow-dataset=14.0.2 + - libarrow-flight=14.0.2 + - libarrow-flight-sql=14.0.2 + - libarrow-gandiva=14.0.2 + - libarrow-substrait=14.0.2 + - libblas=3.9.0 + - libboost-headers=1.84.0 + - libbrotlicommon=1.1.0 + - libbrotlidec=1.1.0 + - libbrotlienc=1.1.0 + - libcap=2.69 + - libcblas=3.9.0 + - libclang=15.0.7 + - libclang13=15.0.7 + - libcrc32c=1.1.2 + - libcups=2.3.3 + - libcurl=8.5.0 + - libdeflate=1.19 + - libedit=3.1.20191231 + - libev=4.33 + - libevent=2.1.12 + - libexpat=2.5.0 + - libffi=3.4.2 + - libflac=1.4.3 + - libgcc-ng=13.2.0 + - libgcrypt=1.10.3 + - libgd=2.3.3 + - libgdal=3.7.3 + - libgfortran-ng=13.2.0 + - libgfortran5=13.2.0 + - libglib=2.78.3 + - libgomp=13.2.0 + - libgoogle-cloud=2.12.0 + - libgpg-error=1.47 + - libgrpc=1.59.3 + - libhwloc=2.9.1 + - libiconv=1.17 + - libjpeg-turbo=3.0.0 + - libkml=1.3.0 + - liblapack=3.9.0 + - liblapacke=3.9.0 + - libllvm15=15.0.7 + - libnetcdf=4.9.2 + - libnghttp2=1.58.0 + - libnl=3.9.0 + - libnsl=2.0.1 + - libnuma=2.0.16 + - libogg=1.3.4 + - libopenblas=0.3.25 + - libopus=1.3.1 + - libparquet=14.0.2 + - libpng=1.6.39 + - libpq=16.1 + - libprotobuf=4.24.4 + - libre2-11=2023.06.02 + - librsvg=2.56.3 + - librttopo=1.1.0 + - libsndfile=1.2.2 + - libsodium=1.0.18 + - libspatialindex=1.9.3 + - libspatialite=5.1.0 + - libspral=2023.08.02 + - libsqlite=3.44.2 + - libssh2=1.11.0 + - libstdcxx-ng=13.2.0 + - libsystemd0=255 + - libthrift=0.19.0 + - libtiff=4.6.0 + - libutf8proc=2.8.0 + - libuuid=2.38.1 + - libvorbis=1.3.7 + - libwebp=1.3.2 + - libwebp-base=1.3.2 + - libxcb=1.15 + - libxcrypt=4.4.36 + - libxkbcommon=1.6.0 + - libxml2=2.11.6 + - libxslt=1.1.37 + - libzip=1.10.1 + - libzlib=1.2.13 + - linopy=0.3.2 + - locket=1.0.0 + - lxml=4.9.3 + - lz4=4.3.2 + - lz4-c=1.9.4 + - lzo=2.10 + - mapclassify=2.6.1 + - markupsafe=2.1.3 + - matplotlib=3.8.2 + - matplotlib-base=3.8.2 + - matplotlib-inline=0.1.6 + - memory_profiler=0.61.0 + - metis=5.1.0 + - minizip=4.0.4 + - mistune=3.0.2 + - mpg123=1.32.3 + - msgpack-python=1.0.7 + - mumps-include=5.2.1 + - mumps-seq=5.2.1 + - munch=4.0.0 + - munkres=1.1.4 + - mysql-common=8.0.33 + - mysql-libs=8.0.33 + - nbclient=0.8.0 + - nbconvert=7.14.0 + - nbconvert-core=7.14.0 + - nbconvert-pandoc=7.14.0 + - nbformat=5.9.2 + - ncurses=6.4 + - nest-asyncio=1.5.8 + - netcdf4=1.6.5 + - networkx=3.2.1 + - nomkl=1.0 + - notebook=7.0.6 + - notebook-shim=0.2.3 + - nspr=4.35 + - nss=3.96 + - numexpr=2.8.8 + - numpy=1.26.2 + - openjdk=21.0.1 + - openjpeg=2.5.0 + - openpyxl=3.1.2 + - openssl=3.2.0 + - orc=1.9.2 + - overrides=7.4.0 + - packaging=23.2 + - pandas=2.1.4 + - pandoc=3.1.3 + - pandocfilters=1.5.0 + - pango=1.50.14 + - parso=0.8.3 + - partd=1.4.1 + - patsy=0.5.5 + - pcre2=10.42 + - pexpect=4.8.0 + - pickleshare=0.7.5 + - pillow=10.2.0 + - pip=23.3.2 + - pixman=0.42.2 + - pkgutil-resolve-name=1.3.10 + - plac=1.4.2 + - platformdirs=4.1.0 + - pluggy=1.3.0 + - ply=3.11 + - poppler=23.12.0 + - poppler-data=0.4.12 + - postgresql=16.1 + - powerplantmatching=0.5.8 + - progressbar2=4.3.2 + - proj=9.3.0 + - prometheus_client=0.19.0 + - prompt-toolkit=3.0.42 + - prompt_toolkit=3.0.42 + - psutil=5.9.7 + - pthread-stubs=0.4 + - ptyprocess=0.7.0 + - pulp=2.7.0 + - pulseaudio-client=16.1 + - pure_eval=0.2.2 + - py-cpuinfo=9.0.0 + - pyarrow=14.0.2 + - pyarrow-hotfix=0.6 + - pycountry=22.3.5 + - pycparser=2.21 + - pygments=2.17.2 + - pyomo=6.6.1 + - pyparsing=3.1.1 + - pyproj=3.6.1 + - pypsa=0.26.2 + - pyqt=5.15.9 + - pyqt5-sip=12.12.2 + - pyshp=2.3.1 + - pysocks=1.7.1 + - pytables=3.9.2 + - pytest=7.4.4 + - python=3.11.7 + - python-dateutil=2.8.2 + - python-fastjsonschema=2.19.1 + - python-json-logger=2.0.7 + - python-tzdata=2023.4 + - python-utils=3.8.1 + - python_abi=3.11 + - pytz=2023.3.post1 + - pyxlsb=1.0.10 + - pyyaml=6.0.1 + - pyzmq=25.1.2 + - qt-main=5.15.8 + - qtconsole-base=5.5.1 + - qtpy=2.4.1 + - rasterio=1.3.9 + - rdma-core=49.0 + - re2=2023.06.02 + - readline=8.2 + - referencing=0.32.0 + - requests=2.31.0 + - reretry=0.11.8 + - rfc3339-validator=0.1.4 + - rfc3986-validator=0.1.1 + - rioxarray=0.15.0 + - rpds-py=0.16.2 + - rtree=1.1.0 + - s2n=1.4.1 + - scikit-learn=1.3.2 + - scipy=1.11.4 + - scotch=6.0.9 + - seaborn=0.13.0 + - seaborn-base=0.13.0 + - send2trash=1.8.2 + - setuptools=69.0.3 + - setuptools-scm=8.0.4 + - setuptools_scm=8.0.4 + - shapely=2.0.2 + - sip=6.7.12 + - six=1.16.0 + - smart_open=6.4.0 + - smmap=5.0.0 + - snakemake-minimal=7.32.4 + - snappy=1.1.10 + - sniffio=1.3.0 + - snuggs=1.4.7 + - sortedcontainers=2.4.0 + - soupsieve=2.5 + - sqlite=3.44.2 + - stack_data=0.6.2 + - statsmodels=0.14.1 + - stopit=1.1.2 + - tabula-py=2.7.0 + - tabulate=0.9.0 + - tblib=3.0.0 + - terminado=0.18.0 + - threadpoolctl=3.2.0 + - throttler=1.2.2 + - tiledb=2.18.2 + - tinycss2=1.2.1 + - tk=8.6.13 + - toml=0.10.2 + - tomli=2.0.1 + - toolz=0.12.0 + - toposort=1.10 + - tornado=6.3.3 + - tqdm=4.66.1 + - traitlets=5.14.1 + - types-python-dateutil=2.8.19.14 + - typing-extensions=4.9.0 + - typing_extensions=4.9.0 + - typing_utils=0.1.0 + - tzcode=2023d + - tzdata=2023d + - ucx=1.15.0 + - unidecode=1.3.7 + - unixodbc=2.3.12 + - uri-template=1.3.0 + - uriparser=0.9.7 + - urllib3=2.1.0 + - validators=0.22.0 + - wcwidth=0.2.12 + - webcolors=1.13 + - webencodings=0.5.1 + - websocket-client=1.7.0 + - wheel=0.42.0 + - widgetsnbextension=4.0.9 + - wrapt=1.16.0 + - xarray=2023.12.0 + - xcb-util=0.4.0 + - xcb-util-image=0.4.0 + - xcb-util-keysyms=0.4.0 + - xcb-util-renderutil=0.3.9 + - xcb-util-wm=0.4.1 + - xerces-c=3.2.5 + - xkeyboard-config=2.40 + - xlrd=2.0.1 + - xorg-fixesproto=5.0 + - xorg-inputproto=2.3.2 + - xorg-kbproto=1.0.7 + - xorg-libice=1.1.1 + - xorg-libsm=1.2.4 + - xorg-libx11=1.8.7 + - xorg-libxau=1.0.11 + - xorg-libxdmcp=1.1.3 + - xorg-libxext=1.3.4 + - xorg-libxfixes=5.0.3 + - xorg-libxi=1.7.10 + - xorg-libxrender=0.9.11 + - xorg-libxt=1.3.0 + - xorg-libxtst=1.2.3 + - xorg-recordproto=1.14.2 + - xorg-renderproto=0.11.1 + - xorg-xextproto=7.3.0 + - xorg-xf86vidmodeproto=2.3.1 + - xorg-xproto=7.0.31 + - xyzservices=2023.10.1 + - xz=5.2.6 + - yaml=0.2.5 + - yte=1.5.4 + - zeromq=4.3.5 + - zict=3.0.0 + - zipp=3.17.0 + - zlib=1.2.13 + - zlib-ng=2.0.7 + - zstd=1.5.5 + - pip: + - highspy==1.5.3 + - tsam==2.3.1 From 647a988c75eefcf6886192bc1749d9871df84a17 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Sun, 7 Jan 2024 09:48:43 +0100 Subject: [PATCH 445/608] config: set default max_extension to finite value for loss approximation --- config/config.default.yaml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index b16f25f8..b37aaac0 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -255,7 +255,7 @@ lines: 750.: "Al/St 560/50 4-bundle 750.0" s_max_pu: 0.7 s_nom_max: .inf - max_extension: .inf + max_extension: 20000 #MW length_factor: 1.25 reconnect_crimea: true under_construction: 'zero' # 'zero': set capacity to zero, 'remove': remove, 'keep': with full capacity @@ -270,7 +270,7 @@ lines: links: p_max_pu: 1.0 p_nom_max: .inf - max_extension: .inf + max_extension: 30000 #MW include_tyndp: true under_construction: 'zero' # 'zero': set capacity to zero, 'remove': remove, 'keep': with full capacity From 01f201743d195b177eda9d0f7274fbde80bc8add Mon Sep 17 00:00:00 2001 From: euronion <42553970+euronion@users.noreply.github.com> Date: Mon, 8 Jan 2024 09:30:21 +0100 Subject: [PATCH 446/608] Implement everywhere_powerplants --- config/config.default.yaml | 1 + doc/configtables/electricity.csv | 2 ++ doc/release_notes.rst | 6 ++--- rules/build_electricity.smk | 1 + scripts/build_powerplants.py | 40 +++++++++++++++++++++++++++++++- 5 files changed, 46 insertions(+), 4 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index b37aaac0..7ef08e2f 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -116,6 +116,7 @@ electricity: powerplants_filter: (DateOut >= 2022 or DateOut != DateOut) custom_powerplants: false + everywhere_powerplants: [nuclear, oil, OCGT, CCGT, coal, lignite, geothermal, biomass] conventional_carriers: [nuclear, oil, OCGT, CCGT, coal, lignite, geothermal, biomass] renewable_carriers: [solar, onwind, offwind-ac, offwind-dc, hydro] diff --git a/doc/configtables/electricity.csv b/doc/configtables/electricity.csv index 00eec0c4..22a22d57 100644 --- a/doc/configtables/electricity.csv +++ b/doc/configtables/electricity.csv @@ -24,6 +24,8 @@ powerplants_filter,--,"use `pandas.query `_ strings here, e.g. ``Country in ['Germany']``",Filter query for the custom powerplant database. ,,, +everywhere_powerplants,--,"Any subset of {nuclear, oil, OCGT, CCGT, coal, lignite, geothermal, biomass}","List of conventional power plants to add to every node in the model with zero initial capacity. To be used in combination with ``extendable_carriers`` to allow for building conventional powerplants irrespective of existing locations." +,,, conventional_carriers,--,"Any subset of {nuclear, oil, OCGT, CCGT, coal, lignite, geothermal, biomass}","List of conventional power plants to include in the model from ``resources/powerplants.csv``. If an included carrier is also listed in ``extendable_carriers``, the capacity is taken as a lower bound." ,,, renewable_carriers,--,"Any subset of {solar, onwind, offwind-ac, offwind-dc, hydro}",List of renewable generators to include in the model. diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 2675e4c6..d9583065 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -7,10 +7,10 @@ Release Notes ########################################## -.. Upcoming Release -.. ================ +Upcoming Release +================ -.. * new features +* New configuration option ``everywhere_powerplants`` to build conventional powerplants everywhere, irrespective of existing powerplants locations, in the network (https://github.com/PyPSA/pypsa-eur/pull/848). PyPSA-Eur 0.9.0 (5th January 2024) ================================== diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index 8cba33bc..6b092638 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -41,6 +41,7 @@ rule build_powerplants: params: powerplants_filter=config["electricity"]["powerplants_filter"], custom_powerplants=config["electricity"]["custom_powerplants"], + everywhere_powerplants=config["electricity"]["everywhere_powerplants"], countries=config["countries"], input: base_network=RESOURCES + "networks/base.nc", diff --git a/scripts/build_powerplants.py b/scripts/build_powerplants.py index d6553663..69920aa7 100755 --- a/scripts/build_powerplants.py +++ b/scripts/build_powerplants.py @@ -1,5 +1,5 @@ # -*- coding: utf-8 -*- -# SPDX-FileCopyrightText: : 2017-2023 The PyPSA-Eur Authors +# SPDX-FileCopyrightText: : 2017-2024 The PyPSA-Eur Authors # # SPDX-License-Identifier: MIT @@ -10,6 +10,7 @@ Retrieves conventional powerplant capacities and locations from these to buses and creates a ``.csv`` file. It is possible to amend the powerplant database with custom entries provided in ``data/custom_powerplants.csv``. +Lastly, for every substation, powerplants with zero-initial capacity can be added for certain fuel types automatically. Relevant Settings ----------------- @@ -19,6 +20,7 @@ Relevant Settings electricity: powerplants_filter: custom_powerplants: + everywhere_powerplants: .. seealso:: Documentation of the configuration file ``config/config.yaml`` at @@ -44,6 +46,7 @@ Description ----------- The configuration options ``electricity: powerplants_filter`` and ``electricity: custom_powerplants`` can be used to control whether data should be retrieved from the original powerplants database or from custom amendmends. These specify `pandas.query `_ commands. +In addition the configuration option ``electricity: everywhere_powerplants`` can be used to place powerplants with zero-initial capacity of certain fuel types at all substations. 1. Adding all powerplants from custom: @@ -73,10 +76,18 @@ The configuration options ``electricity: powerplants_filter`` and ``electricity: powerplants_filter: Country not in ['Germany'] and YearCommissioned <= 2015 custom_powerplants: YearCommissioned <= 2015 + +4. Adding powerplants at all substations for 4 conventional carrier types: + + .. code:: yaml + + everywhere_powerplants: ['Natural Gas', 'Coal', 'nuclear', 'OCGT'] """ import logging +import itertools +import numpy as np import pandas as pd import powerplantmatching as pm import pypsa @@ -96,6 +107,28 @@ def add_custom_powerplants(ppl, custom_powerplants, custom_ppl_query=False): [ppl, add_ppls], sort=False, ignore_index=True, verify_integrity=True ) +def add_everywhere_powerplants(ppl, substations, everywhere_powerplants): + # Create a dataframe with "everywhere_powerplants" of stated carriers at the location of all substations + generic_ppl = ( + pd.DataFrame(itertools.product(substations.index.values, everywhere_powerplants), columns=["substation_index","Fueltype"]) + .merge(substations[["x","y","country"]], left_on="substation_index", right_index=True) + ).drop(columns="substation_index") + + # PPL uses different columns names compared to substations dataframe -> rename + everywhere_ppl = everywhere_ppl.rename(columns={"x":"lon","y":"lat","country":"Country"}) + + # Add default values for the generic powerplants + everywhere_ppl["Name"] = "Automatically added everywhere-powerplant " + generic_ppl.Fueltype + everywhere_ppl["Set"] = "PP" + everywhere_ppl["Technology"] = generic_ppl["Fueltype"] + everywhere_ppl["Capacity"] = 0.0 + + # NaN values for efficiency will be replaced by the generic efficiency by attach_conventional_generators(...) in add_electricity.py later + everywhere_ppl["Efficiency"] = np.nan + + return pd.concat( + [ppl, everywhere_ppl], sort=False, ignore_index=True, verify_integrity=True + ) def replace_natural_gas_technology(df): mapping = {"Steam Turbine": "CCGT", "Combustion Engine": "OCGT"} @@ -149,6 +182,11 @@ if __name__ == "__main__": if countries_wo_ppl := set(countries) - set(ppl.Country.unique()): logging.warning(f"No powerplants known in: {', '.join(countries_wo_ppl)}") + # Add "everywhere powerplants" to all bus locations + ppl = add_everywhere_powerplants( + ppl, n.buses.query("substation_lv"), snakemake.params.everywhere_powerplants + ) + substations = n.buses.query("substation_lv") ppl = ppl.dropna(subset=["lat", "lon"]) ppl = map_country_bus(ppl, substations) From 4d1b301f82e8d9b8c7953904a9ac48181d758443 Mon Sep 17 00:00:00 2001 From: euronion <42553970+euronion@users.noreply.github.com> Date: Mon, 8 Jan 2024 09:33:01 +0100 Subject: [PATCH 447/608] Update release_notes.rst --- doc/release_notes.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index d9583065..088ac2c5 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,7 +10,7 @@ Release Notes Upcoming Release ================ -* New configuration option ``everywhere_powerplants`` to build conventional powerplants everywhere, irrespective of existing powerplants locations, in the network (https://github.com/PyPSA/pypsa-eur/pull/848). +* New configuration option ``everywhere_powerplants`` to build conventional powerplants everywhere, irrespective of existing powerplants locations, in the network (https://github.com/PyPSA/pypsa-eur/pull/850). PyPSA-Eur 0.9.0 (5th January 2024) ================================== From 6e630a85e10e1a8218d51da9c7bcdc0cdbb832de Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 8 Jan 2024 08:33:49 +0000 Subject: [PATCH 448/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- doc/release_notes.rst | 2 +- envs/environment.fixed.yaml | 978 +++++++++++++++++------------------ scripts/build_powerplants.py | 22 +- 3 files changed, 507 insertions(+), 495 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index d9583065..4cdcf00a 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,7 +10,7 @@ Release Notes Upcoming Release ================ -* New configuration option ``everywhere_powerplants`` to build conventional powerplants everywhere, irrespective of existing powerplants locations, in the network (https://github.com/PyPSA/pypsa-eur/pull/848). +* New configuration option ``everywhere_powerplants`` to build conventional powerplants everywhere, irrespective of existing powerplants locations, in the network (https://github.com/PyPSA/pypsa-eur/pull/848). PyPSA-Eur 0.9.0 (5th January 2024) ================================== diff --git a/envs/environment.fixed.yaml b/envs/environment.fixed.yaml index 7dd903a3..5aa51ec3 100644 --- a/envs/environment.fixed.yaml +++ b/envs/environment.fixed.yaml @@ -1,492 +1,492 @@ name: pypsa-eur channels: - - bioconda - - gurobi - - http://conda.anaconda.org/gurobi - - conda-forge - - defaults +- bioconda +- gurobi +- http://conda.anaconda.org/gurobi +- conda-forge +- defaults dependencies: - - _libgcc_mutex=0.1 - - _openmp_mutex=4.5 - - affine=2.4.0 - - alsa-lib=1.2.10 - - ampl-mp=3.1.0 - - amply=0.1.6 - - anyio=4.2.0 - - appdirs=1.4.4 - - argon2-cffi=23.1.0 - - argon2-cffi-bindings=21.2.0 - - arrow=1.3.0 - - asttokens=2.4.1 - - async-lru=2.0.4 - - atk-1.0=2.38.0 - - atlite=0.2.12 - - attr=2.5.1 - - attrs=23.2.0 - - aws-c-auth=0.7.8 - - aws-c-cal=0.6.9 - - aws-c-common=0.9.10 - - aws-c-compression=0.2.17 - - aws-c-event-stream=0.3.2 - - aws-c-http=0.7.15 - - aws-c-io=0.13.36 - - aws-c-mqtt=0.10.0 - - aws-c-s3=0.4.7 - - aws-c-sdkutils=0.1.13 - - aws-checksums=0.1.17 - - aws-crt-cpp=0.25.1 - - aws-sdk-cpp=1.11.210 - - babel=2.14.0 - - beautifulsoup4=4.12.2 - - bleach=6.1.0 - - blosc=1.21.5 - - bokeh=3.3.2 - - bottleneck=1.3.7 - - branca=0.7.0 - - brotli=1.1.0 - - brotli-bin=1.1.0 - - brotli-python=1.1.0 - - bzip2=1.0.8 - - c-ares=1.24.0 - - c-blosc2=2.12.0 - - ca-certificates=2023.11.17 - - cached-property=1.5.2 - - cached_property=1.5.2 - - cairo=1.18.0 - - cartopy=0.22.0 - - cdsapi=0.6.1 - - certifi=2023.11.17 - - cffi=1.16.0 - - cfitsio=4.3.1 - - cftime=1.6.3 - - charset-normalizer=3.3.2 - - click=8.1.7 - - click-plugins=1.1.1 - - cligj=0.7.2 - - cloudpickle=3.0.0 - - coin-or-cbc=2.10.10 - - coin-or-cgl=0.60.7 - - coin-or-clp=1.17.8 - - coin-or-osi=0.108.8 - - coin-or-utils=2.11.9 - - coincbc=2.10.10 - - colorama=0.4.6 - - comm=0.1.4 - - configargparse=1.7 - - connection_pool=0.0.3 - - contourpy=1.2.0 - - country_converter=1.2 - - cycler=0.12.1 - - cytoolz=0.12.2 - - dask=2023.12.1 - - dask-core=2023.12.1 - - datrie=0.8.2 - - dbus=1.13.6 - - debugpy=1.8.0 - - decorator=5.1.1 - - defusedxml=0.7.1 - - deprecation=2.1.0 - - descartes=1.1.0 - - distributed=2023.12.1 - - distro=1.8.0 - - docutils=0.20.1 - - dpath=2.1.6 - - entrypoints=0.4 - - entsoe-py=0.6.1 - - et_xmlfile=1.1.0 - - exceptiongroup=1.2.0 - - executing=2.0.1 - - expat=2.5.0 - - fiona=1.9.5 - - folium=0.15.1 - - font-ttf-dejavu-sans-mono=2.37 - - font-ttf-inconsolata=3.000 - - font-ttf-source-code-pro=2.038 - - font-ttf-ubuntu=0.83 - - fontconfig=2.14.2 - - fonts-conda-ecosystem=1 - - fonts-conda-forge=1 - - fonttools=4.47.0 - - fqdn=1.5.1 - - freetype=2.12.1 - - freexl=2.0.0 - - fribidi=1.0.10 - - fsspec=2023.12.2 - - gdal=3.7.3 - - gdk-pixbuf=2.42.10 - - geographiclib=1.52 - - geojson-rewind=1.1.0 - - geopandas=0.14.1 - - geopandas-base=0.14.1 - - geopy=2.4.1 - - geos=3.12.1 - - geotiff=1.7.1 - - gettext=0.21.1 - - gflags=2.2.2 - - giflib=5.2.1 - - gitdb=4.0.11 - - gitpython=3.1.40 - - glib=2.78.3 - - glib-tools=2.78.3 - - glog=0.6.0 - - glpk=5.0 - - gmp=6.3.0 - - graphite2=1.3.13 - - graphviz=9.0.0 - - gst-plugins-base=1.22.8 - - gstreamer=1.22.8 - - gtk2=2.24.33 - - gts=0.7.6 - - gurobi=11.0.0 - - harfbuzz=8.3.0 - - hdf4=4.2.15 - - hdf5=1.14.3 - - humanfriendly=10.0 - - icu=73.2 - - idna=3.6 - - importlib-metadata=7.0.1 - - importlib_metadata=7.0.1 - - importlib_resources=6.1.1 - - iniconfig=2.0.0 - - ipopt=3.14.13 - - ipykernel=6.28.0 - - ipython=8.19.0 - - ipywidgets=8.1.1 - - isoduration=20.11.0 - - jedi=0.19.1 - - jinja2=3.1.2 - - joblib=1.3.2 - - json-c=0.17 - - json5=0.9.14 - - jsonpointer=2.4 - - jsonschema=4.20.0 - - jsonschema-specifications=2023.12.1 - - jsonschema-with-format-nongpl=4.20.0 - - jupyter=1.0.0 - - jupyter-lsp=2.2.1 - - jupyter_client=8.6.0 - - jupyter_console=6.6.3 - - jupyter_core=5.6.1 - - jupyter_events=0.9.0 - - jupyter_server=2.12.1 - - jupyter_server_terminals=0.5.1 - - jupyterlab=4.0.10 - - jupyterlab_pygments=0.3.0 - - jupyterlab_server=2.25.2 - - jupyterlab_widgets=3.0.9 - - kealib=1.5.3 - - keyutils=1.6.1 - - kiwisolver=1.4.5 - - krb5=1.21.2 - - lame=3.100 - - lcms2=2.16 - - ld_impl_linux-64=2.40 - - lerc=4.0.0 - - libabseil=20230802.1 - - libaec=1.1.2 - - libarchive=3.7.2 - - libarrow=14.0.2 - - libarrow-acero=14.0.2 - - libarrow-dataset=14.0.2 - - libarrow-flight=14.0.2 - - libarrow-flight-sql=14.0.2 - - libarrow-gandiva=14.0.2 - - libarrow-substrait=14.0.2 - - libblas=3.9.0 - - libboost-headers=1.84.0 - - libbrotlicommon=1.1.0 - - libbrotlidec=1.1.0 - - libbrotlienc=1.1.0 - - libcap=2.69 - - libcblas=3.9.0 - - libclang=15.0.7 - - libclang13=15.0.7 - - libcrc32c=1.1.2 - - libcups=2.3.3 - - libcurl=8.5.0 - - libdeflate=1.19 - - libedit=3.1.20191231 - - libev=4.33 - - libevent=2.1.12 - - libexpat=2.5.0 - - libffi=3.4.2 - - libflac=1.4.3 - - libgcc-ng=13.2.0 - - libgcrypt=1.10.3 - - libgd=2.3.3 - - libgdal=3.7.3 - - libgfortran-ng=13.2.0 - - libgfortran5=13.2.0 - - libglib=2.78.3 - - libgomp=13.2.0 - - libgoogle-cloud=2.12.0 - - libgpg-error=1.47 - - libgrpc=1.59.3 - - libhwloc=2.9.1 - - libiconv=1.17 - - libjpeg-turbo=3.0.0 - - libkml=1.3.0 - - liblapack=3.9.0 - - liblapacke=3.9.0 - - libllvm15=15.0.7 - - libnetcdf=4.9.2 - - libnghttp2=1.58.0 - - libnl=3.9.0 - - libnsl=2.0.1 - - libnuma=2.0.16 - - libogg=1.3.4 - - libopenblas=0.3.25 - - libopus=1.3.1 - - libparquet=14.0.2 - - libpng=1.6.39 - - libpq=16.1 - - libprotobuf=4.24.4 - - libre2-11=2023.06.02 - - librsvg=2.56.3 - - librttopo=1.1.0 - - libsndfile=1.2.2 - - libsodium=1.0.18 - - libspatialindex=1.9.3 - - libspatialite=5.1.0 - - libspral=2023.08.02 - - libsqlite=3.44.2 - - libssh2=1.11.0 - - libstdcxx-ng=13.2.0 - - libsystemd0=255 - - libthrift=0.19.0 - - libtiff=4.6.0 - - libutf8proc=2.8.0 - - libuuid=2.38.1 - - libvorbis=1.3.7 - - libwebp=1.3.2 - - libwebp-base=1.3.2 - - libxcb=1.15 - - libxcrypt=4.4.36 - - libxkbcommon=1.6.0 - - libxml2=2.11.6 - - libxslt=1.1.37 - - libzip=1.10.1 - - libzlib=1.2.13 - - linopy=0.3.2 - - locket=1.0.0 - - lxml=4.9.3 - - lz4=4.3.2 - - lz4-c=1.9.4 - - lzo=2.10 - - mapclassify=2.6.1 - - markupsafe=2.1.3 - - matplotlib=3.8.2 - - matplotlib-base=3.8.2 - - matplotlib-inline=0.1.6 - - memory_profiler=0.61.0 - - metis=5.1.0 - - minizip=4.0.4 - - mistune=3.0.2 - - mpg123=1.32.3 - - msgpack-python=1.0.7 - - mumps-include=5.2.1 - - mumps-seq=5.2.1 - - munch=4.0.0 - - munkres=1.1.4 - - mysql-common=8.0.33 - - mysql-libs=8.0.33 - - nbclient=0.8.0 - - nbconvert=7.14.0 - - nbconvert-core=7.14.0 - - nbconvert-pandoc=7.14.0 - - nbformat=5.9.2 - - ncurses=6.4 - - nest-asyncio=1.5.8 - - netcdf4=1.6.5 - - networkx=3.2.1 - - nomkl=1.0 - - notebook=7.0.6 - - notebook-shim=0.2.3 - - nspr=4.35 - - nss=3.96 - - numexpr=2.8.8 - - numpy=1.26.2 - - openjdk=21.0.1 - - openjpeg=2.5.0 - - openpyxl=3.1.2 - - openssl=3.2.0 - - orc=1.9.2 - - overrides=7.4.0 - - packaging=23.2 - - pandas=2.1.4 - - pandoc=3.1.3 - - pandocfilters=1.5.0 - - pango=1.50.14 - - parso=0.8.3 - - partd=1.4.1 - - patsy=0.5.5 - - pcre2=10.42 - - pexpect=4.8.0 - - pickleshare=0.7.5 - - pillow=10.2.0 - - pip=23.3.2 - - pixman=0.42.2 - - pkgutil-resolve-name=1.3.10 - - plac=1.4.2 - - platformdirs=4.1.0 - - pluggy=1.3.0 - - ply=3.11 - - poppler=23.12.0 - - poppler-data=0.4.12 - - postgresql=16.1 - - powerplantmatching=0.5.8 - - progressbar2=4.3.2 - - proj=9.3.0 - - prometheus_client=0.19.0 - - prompt-toolkit=3.0.42 - - prompt_toolkit=3.0.42 - - psutil=5.9.7 - - pthread-stubs=0.4 - - ptyprocess=0.7.0 - - pulp=2.7.0 - - pulseaudio-client=16.1 - - pure_eval=0.2.2 - - py-cpuinfo=9.0.0 - - pyarrow=14.0.2 - - pyarrow-hotfix=0.6 - - pycountry=22.3.5 - - pycparser=2.21 - - pygments=2.17.2 - - pyomo=6.6.1 - - pyparsing=3.1.1 - - pyproj=3.6.1 - - pypsa=0.26.2 - - pyqt=5.15.9 - - pyqt5-sip=12.12.2 - - pyshp=2.3.1 - - pysocks=1.7.1 - - pytables=3.9.2 - - pytest=7.4.4 - - python=3.11.7 - - python-dateutil=2.8.2 - - python-fastjsonschema=2.19.1 - - python-json-logger=2.0.7 - - python-tzdata=2023.4 - - python-utils=3.8.1 - - python_abi=3.11 - - pytz=2023.3.post1 - - pyxlsb=1.0.10 - - pyyaml=6.0.1 - - pyzmq=25.1.2 - - qt-main=5.15.8 - - qtconsole-base=5.5.1 - - qtpy=2.4.1 - - rasterio=1.3.9 - - rdma-core=49.0 - - re2=2023.06.02 - - readline=8.2 - - referencing=0.32.0 - - requests=2.31.0 - - reretry=0.11.8 - - rfc3339-validator=0.1.4 - - rfc3986-validator=0.1.1 - - rioxarray=0.15.0 - - rpds-py=0.16.2 - - rtree=1.1.0 - - s2n=1.4.1 - - scikit-learn=1.3.2 - - scipy=1.11.4 - - scotch=6.0.9 - - seaborn=0.13.0 - - seaborn-base=0.13.0 - - send2trash=1.8.2 - - setuptools=69.0.3 - - setuptools-scm=8.0.4 - - setuptools_scm=8.0.4 - - shapely=2.0.2 - - sip=6.7.12 - - six=1.16.0 - - smart_open=6.4.0 - - smmap=5.0.0 - - snakemake-minimal=7.32.4 - - snappy=1.1.10 - - sniffio=1.3.0 - - snuggs=1.4.7 - - sortedcontainers=2.4.0 - - soupsieve=2.5 - - sqlite=3.44.2 - - stack_data=0.6.2 - - statsmodels=0.14.1 - - stopit=1.1.2 - - tabula-py=2.7.0 - - tabulate=0.9.0 - - tblib=3.0.0 - - terminado=0.18.0 - - threadpoolctl=3.2.0 - - throttler=1.2.2 - - tiledb=2.18.2 - - tinycss2=1.2.1 - - tk=8.6.13 - - toml=0.10.2 - - tomli=2.0.1 - - toolz=0.12.0 - - toposort=1.10 - - tornado=6.3.3 - - tqdm=4.66.1 - - traitlets=5.14.1 - - types-python-dateutil=2.8.19.14 - - typing-extensions=4.9.0 - - typing_extensions=4.9.0 - - typing_utils=0.1.0 - - tzcode=2023d - - tzdata=2023d - - ucx=1.15.0 - - unidecode=1.3.7 - - unixodbc=2.3.12 - - uri-template=1.3.0 - - uriparser=0.9.7 - - urllib3=2.1.0 - - validators=0.22.0 - - wcwidth=0.2.12 - - webcolors=1.13 - - webencodings=0.5.1 - - websocket-client=1.7.0 - - wheel=0.42.0 - - widgetsnbextension=4.0.9 - - wrapt=1.16.0 - - xarray=2023.12.0 - - xcb-util=0.4.0 - - xcb-util-image=0.4.0 - - xcb-util-keysyms=0.4.0 - - xcb-util-renderutil=0.3.9 - - xcb-util-wm=0.4.1 - - xerces-c=3.2.5 - - xkeyboard-config=2.40 - - xlrd=2.0.1 - - xorg-fixesproto=5.0 - - xorg-inputproto=2.3.2 - - xorg-kbproto=1.0.7 - - xorg-libice=1.1.1 - - xorg-libsm=1.2.4 - - xorg-libx11=1.8.7 - - xorg-libxau=1.0.11 - - xorg-libxdmcp=1.1.3 - - xorg-libxext=1.3.4 - - xorg-libxfixes=5.0.3 - - xorg-libxi=1.7.10 - - xorg-libxrender=0.9.11 - - xorg-libxt=1.3.0 - - xorg-libxtst=1.2.3 - - xorg-recordproto=1.14.2 - - xorg-renderproto=0.11.1 - - xorg-xextproto=7.3.0 - - xorg-xf86vidmodeproto=2.3.1 - - xorg-xproto=7.0.31 - - xyzservices=2023.10.1 - - xz=5.2.6 - - yaml=0.2.5 - - yte=1.5.4 - - zeromq=4.3.5 - - zict=3.0.0 - - zipp=3.17.0 - - zlib=1.2.13 - - zlib-ng=2.0.7 - - zstd=1.5.5 - - pip: - - highspy==1.5.3 - - tsam==2.3.1 +- _libgcc_mutex=0.1 +- _openmp_mutex=4.5 +- affine=2.4.0 +- alsa-lib=1.2.10 +- ampl-mp=3.1.0 +- amply=0.1.6 +- anyio=4.2.0 +- appdirs=1.4.4 +- argon2-cffi=23.1.0 +- argon2-cffi-bindings=21.2.0 +- arrow=1.3.0 +- asttokens=2.4.1 +- async-lru=2.0.4 +- atk-1.0=2.38.0 +- atlite=0.2.12 +- attr=2.5.1 +- attrs=23.2.0 +- aws-c-auth=0.7.8 +- aws-c-cal=0.6.9 +- aws-c-common=0.9.10 +- aws-c-compression=0.2.17 +- aws-c-event-stream=0.3.2 +- aws-c-http=0.7.15 +- aws-c-io=0.13.36 +- aws-c-mqtt=0.10.0 +- aws-c-s3=0.4.7 +- aws-c-sdkutils=0.1.13 +- aws-checksums=0.1.17 +- aws-crt-cpp=0.25.1 +- aws-sdk-cpp=1.11.210 +- babel=2.14.0 +- beautifulsoup4=4.12.2 +- bleach=6.1.0 +- blosc=1.21.5 +- bokeh=3.3.2 +- bottleneck=1.3.7 +- branca=0.7.0 +- brotli=1.1.0 +- brotli-bin=1.1.0 +- brotli-python=1.1.0 +- bzip2=1.0.8 +- c-ares=1.24.0 +- c-blosc2=2.12.0 +- ca-certificates=2023.11.17 +- cached-property=1.5.2 +- cached_property=1.5.2 +- cairo=1.18.0 +- cartopy=0.22.0 +- cdsapi=0.6.1 +- certifi=2023.11.17 +- cffi=1.16.0 +- cfitsio=4.3.1 +- cftime=1.6.3 +- charset-normalizer=3.3.2 +- click=8.1.7 +- click-plugins=1.1.1 +- cligj=0.7.2 +- cloudpickle=3.0.0 +- coin-or-cbc=2.10.10 +- coin-or-cgl=0.60.7 +- coin-or-clp=1.17.8 +- coin-or-osi=0.108.8 +- coin-or-utils=2.11.9 +- coincbc=2.10.10 +- colorama=0.4.6 +- comm=0.1.4 +- configargparse=1.7 +- connection_pool=0.0.3 +- contourpy=1.2.0 +- country_converter=1.2 +- cycler=0.12.1 +- cytoolz=0.12.2 +- dask=2023.12.1 +- dask-core=2023.12.1 +- datrie=0.8.2 +- dbus=1.13.6 +- debugpy=1.8.0 +- decorator=5.1.1 +- defusedxml=0.7.1 +- deprecation=2.1.0 +- descartes=1.1.0 +- distributed=2023.12.1 +- distro=1.8.0 +- docutils=0.20.1 +- dpath=2.1.6 +- entrypoints=0.4 +- entsoe-py=0.6.1 +- et_xmlfile=1.1.0 +- exceptiongroup=1.2.0 +- executing=2.0.1 +- expat=2.5.0 +- fiona=1.9.5 +- folium=0.15.1 +- font-ttf-dejavu-sans-mono=2.37 +- font-ttf-inconsolata=3.000 +- font-ttf-source-code-pro=2.038 +- font-ttf-ubuntu=0.83 +- fontconfig=2.14.2 +- fonts-conda-ecosystem=1 +- fonts-conda-forge=1 +- fonttools=4.47.0 +- fqdn=1.5.1 +- freetype=2.12.1 +- freexl=2.0.0 +- fribidi=1.0.10 +- fsspec=2023.12.2 +- gdal=3.7.3 +- gdk-pixbuf=2.42.10 +- geographiclib=1.52 +- geojson-rewind=1.1.0 +- geopandas=0.14.1 +- geopandas-base=0.14.1 +- geopy=2.4.1 +- geos=3.12.1 +- geotiff=1.7.1 +- gettext=0.21.1 +- gflags=2.2.2 +- giflib=5.2.1 +- gitdb=4.0.11 +- gitpython=3.1.40 +- glib=2.78.3 +- glib-tools=2.78.3 +- glog=0.6.0 +- glpk=5.0 +- gmp=6.3.0 +- graphite2=1.3.13 +- graphviz=9.0.0 +- gst-plugins-base=1.22.8 +- gstreamer=1.22.8 +- gtk2=2.24.33 +- gts=0.7.6 +- gurobi=11.0.0 +- harfbuzz=8.3.0 +- hdf4=4.2.15 +- hdf5=1.14.3 +- humanfriendly=10.0 +- icu=73.2 +- idna=3.6 +- importlib-metadata=7.0.1 +- importlib_metadata=7.0.1 +- importlib_resources=6.1.1 +- iniconfig=2.0.0 +- ipopt=3.14.13 +- ipykernel=6.28.0 +- ipython=8.19.0 +- ipywidgets=8.1.1 +- isoduration=20.11.0 +- jedi=0.19.1 +- jinja2=3.1.2 +- joblib=1.3.2 +- json-c=0.17 +- json5=0.9.14 +- jsonpointer=2.4 +- jsonschema=4.20.0 +- jsonschema-specifications=2023.12.1 +- jsonschema-with-format-nongpl=4.20.0 +- jupyter=1.0.0 +- jupyter-lsp=2.2.1 +- jupyter_client=8.6.0 +- jupyter_console=6.6.3 +- jupyter_core=5.6.1 +- jupyter_events=0.9.0 +- jupyter_server=2.12.1 +- jupyter_server_terminals=0.5.1 +- jupyterlab=4.0.10 +- jupyterlab_pygments=0.3.0 +- jupyterlab_server=2.25.2 +- jupyterlab_widgets=3.0.9 +- kealib=1.5.3 +- keyutils=1.6.1 +- kiwisolver=1.4.5 +- krb5=1.21.2 +- lame=3.100 +- lcms2=2.16 +- ld_impl_linux-64=2.40 +- lerc=4.0.0 +- libabseil=20230802.1 +- libaec=1.1.2 +- libarchive=3.7.2 +- libarrow=14.0.2 +- libarrow-acero=14.0.2 +- libarrow-dataset=14.0.2 +- libarrow-flight=14.0.2 +- libarrow-flight-sql=14.0.2 +- libarrow-gandiva=14.0.2 +- libarrow-substrait=14.0.2 +- libblas=3.9.0 +- libboost-headers=1.84.0 +- libbrotlicommon=1.1.0 +- libbrotlidec=1.1.0 +- libbrotlienc=1.1.0 +- libcap=2.69 +- libcblas=3.9.0 +- libclang=15.0.7 +- libclang13=15.0.7 +- libcrc32c=1.1.2 +- libcups=2.3.3 +- libcurl=8.5.0 +- libdeflate=1.19 +- libedit=3.1.20191231 +- libev=4.33 +- libevent=2.1.12 +- libexpat=2.5.0 +- libffi=3.4.2 +- libflac=1.4.3 +- libgcc-ng=13.2.0 +- libgcrypt=1.10.3 +- libgd=2.3.3 +- libgdal=3.7.3 +- libgfortran-ng=13.2.0 +- libgfortran5=13.2.0 +- libglib=2.78.3 +- libgomp=13.2.0 +- libgoogle-cloud=2.12.0 +- libgpg-error=1.47 +- libgrpc=1.59.3 +- libhwloc=2.9.1 +- libiconv=1.17 +- libjpeg-turbo=3.0.0 +- libkml=1.3.0 +- liblapack=3.9.0 +- liblapacke=3.9.0 +- libllvm15=15.0.7 +- libnetcdf=4.9.2 +- libnghttp2=1.58.0 +- libnl=3.9.0 +- libnsl=2.0.1 +- libnuma=2.0.16 +- libogg=1.3.4 +- libopenblas=0.3.25 +- libopus=1.3.1 +- libparquet=14.0.2 +- libpng=1.6.39 +- libpq=16.1 +- libprotobuf=4.24.4 +- libre2-11=2023.06.02 +- librsvg=2.56.3 +- librttopo=1.1.0 +- libsndfile=1.2.2 +- libsodium=1.0.18 +- libspatialindex=1.9.3 +- libspatialite=5.1.0 +- libspral=2023.08.02 +- libsqlite=3.44.2 +- libssh2=1.11.0 +- libstdcxx-ng=13.2.0 +- libsystemd0=255 +- libthrift=0.19.0 +- libtiff=4.6.0 +- libutf8proc=2.8.0 +- libuuid=2.38.1 +- libvorbis=1.3.7 +- libwebp=1.3.2 +- libwebp-base=1.3.2 +- libxcb=1.15 +- libxcrypt=4.4.36 +- libxkbcommon=1.6.0 +- libxml2=2.11.6 +- libxslt=1.1.37 +- libzip=1.10.1 +- libzlib=1.2.13 +- linopy=0.3.2 +- locket=1.0.0 +- lxml=4.9.3 +- lz4=4.3.2 +- lz4-c=1.9.4 +- lzo=2.10 +- mapclassify=2.6.1 +- markupsafe=2.1.3 +- matplotlib=3.8.2 +- matplotlib-base=3.8.2 +- matplotlib-inline=0.1.6 +- memory_profiler=0.61.0 +- metis=5.1.0 +- minizip=4.0.4 +- mistune=3.0.2 +- mpg123=1.32.3 +- msgpack-python=1.0.7 +- mumps-include=5.2.1 +- mumps-seq=5.2.1 +- munch=4.0.0 +- munkres=1.1.4 +- mysql-common=8.0.33 +- mysql-libs=8.0.33 +- nbclient=0.8.0 +- nbconvert=7.14.0 +- nbconvert-core=7.14.0 +- nbconvert-pandoc=7.14.0 +- nbformat=5.9.2 +- ncurses=6.4 +- nest-asyncio=1.5.8 +- netcdf4=1.6.5 +- networkx=3.2.1 +- nomkl=1.0 +- notebook=7.0.6 +- notebook-shim=0.2.3 +- nspr=4.35 +- nss=3.96 +- numexpr=2.8.8 +- numpy=1.26.2 +- openjdk=21.0.1 +- openjpeg=2.5.0 +- openpyxl=3.1.2 +- openssl=3.2.0 +- orc=1.9.2 +- overrides=7.4.0 +- packaging=23.2 +- pandas=2.1.4 +- pandoc=3.1.3 +- pandocfilters=1.5.0 +- pango=1.50.14 +- parso=0.8.3 +- partd=1.4.1 +- patsy=0.5.5 +- pcre2=10.42 +- pexpect=4.8.0 +- pickleshare=0.7.5 +- pillow=10.2.0 +- pip=23.3.2 +- pixman=0.42.2 +- pkgutil-resolve-name=1.3.10 +- plac=1.4.2 +- platformdirs=4.1.0 +- pluggy=1.3.0 +- ply=3.11 +- poppler=23.12.0 +- poppler-data=0.4.12 +- postgresql=16.1 +- powerplantmatching=0.5.8 +- progressbar2=4.3.2 +- proj=9.3.0 +- prometheus_client=0.19.0 +- prompt-toolkit=3.0.42 +- prompt_toolkit=3.0.42 +- psutil=5.9.7 +- pthread-stubs=0.4 +- ptyprocess=0.7.0 +- pulp=2.7.0 +- pulseaudio-client=16.1 +- pure_eval=0.2.2 +- py-cpuinfo=9.0.0 +- pyarrow=14.0.2 +- pyarrow-hotfix=0.6 +- pycountry=22.3.5 +- pycparser=2.21 +- pygments=2.17.2 +- pyomo=6.6.1 +- pyparsing=3.1.1 +- pyproj=3.6.1 +- pypsa=0.26.2 +- pyqt=5.15.9 +- pyqt5-sip=12.12.2 +- pyshp=2.3.1 +- pysocks=1.7.1 +- pytables=3.9.2 +- pytest=7.4.4 +- python=3.11.7 +- python-dateutil=2.8.2 +- python-fastjsonschema=2.19.1 +- python-json-logger=2.0.7 +- python-tzdata=2023.4 +- python-utils=3.8.1 +- python_abi=3.11 +- pytz=2023.3.post1 +- pyxlsb=1.0.10 +- pyyaml=6.0.1 +- pyzmq=25.1.2 +- qt-main=5.15.8 +- qtconsole-base=5.5.1 +- qtpy=2.4.1 +- rasterio=1.3.9 +- rdma-core=49.0 +- re2=2023.06.02 +- readline=8.2 +- referencing=0.32.0 +- requests=2.31.0 +- reretry=0.11.8 +- rfc3339-validator=0.1.4 +- rfc3986-validator=0.1.1 +- rioxarray=0.15.0 +- rpds-py=0.16.2 +- rtree=1.1.0 +- s2n=1.4.1 +- scikit-learn=1.3.2 +- scipy=1.11.4 +- scotch=6.0.9 +- seaborn=0.13.0 +- seaborn-base=0.13.0 +- send2trash=1.8.2 +- setuptools=69.0.3 +- setuptools-scm=8.0.4 +- setuptools_scm=8.0.4 +- shapely=2.0.2 +- sip=6.7.12 +- six=1.16.0 +- smart_open=6.4.0 +- smmap=5.0.0 +- snakemake-minimal=7.32.4 +- snappy=1.1.10 +- sniffio=1.3.0 +- snuggs=1.4.7 +- sortedcontainers=2.4.0 +- soupsieve=2.5 +- sqlite=3.44.2 +- stack_data=0.6.2 +- statsmodels=0.14.1 +- stopit=1.1.2 +- tabula-py=2.7.0 +- tabulate=0.9.0 +- tblib=3.0.0 +- terminado=0.18.0 +- threadpoolctl=3.2.0 +- throttler=1.2.2 +- tiledb=2.18.2 +- tinycss2=1.2.1 +- tk=8.6.13 +- toml=0.10.2 +- tomli=2.0.1 +- toolz=0.12.0 +- toposort=1.10 +- tornado=6.3.3 +- tqdm=4.66.1 +- traitlets=5.14.1 +- types-python-dateutil=2.8.19.14 +- typing-extensions=4.9.0 +- typing_extensions=4.9.0 +- typing_utils=0.1.0 +- tzcode=2023d +- tzdata=2023d +- ucx=1.15.0 +- unidecode=1.3.7 +- unixodbc=2.3.12 +- uri-template=1.3.0 +- uriparser=0.9.7 +- urllib3=2.1.0 +- validators=0.22.0 +- wcwidth=0.2.12 +- webcolors=1.13 +- webencodings=0.5.1 +- websocket-client=1.7.0 +- wheel=0.42.0 +- widgetsnbextension=4.0.9 +- wrapt=1.16.0 +- xarray=2023.12.0 +- xcb-util=0.4.0 +- xcb-util-image=0.4.0 +- xcb-util-keysyms=0.4.0 +- xcb-util-renderutil=0.3.9 +- xcb-util-wm=0.4.1 +- xerces-c=3.2.5 +- xkeyboard-config=2.40 +- xlrd=2.0.1 +- xorg-fixesproto=5.0 +- xorg-inputproto=2.3.2 +- xorg-kbproto=1.0.7 +- xorg-libice=1.1.1 +- xorg-libsm=1.2.4 +- xorg-libx11=1.8.7 +- xorg-libxau=1.0.11 +- xorg-libxdmcp=1.1.3 +- xorg-libxext=1.3.4 +- xorg-libxfixes=5.0.3 +- xorg-libxi=1.7.10 +- xorg-libxrender=0.9.11 +- xorg-libxt=1.3.0 +- xorg-libxtst=1.2.3 +- xorg-recordproto=1.14.2 +- xorg-renderproto=0.11.1 +- xorg-xextproto=7.3.0 +- xorg-xf86vidmodeproto=2.3.1 +- xorg-xproto=7.0.31 +- xyzservices=2023.10.1 +- xz=5.2.6 +- yaml=0.2.5 +- yte=1.5.4 +- zeromq=4.3.5 +- zict=3.0.0 +- zipp=3.17.0 +- zlib=1.2.13 +- zlib-ng=2.0.7 +- zstd=1.5.5 +- pip: + - highspy==1.5.3 + - tsam==2.3.1 diff --git a/scripts/build_powerplants.py b/scripts/build_powerplants.py index 69920aa7..16683bee 100755 --- a/scripts/build_powerplants.py +++ b/scripts/build_powerplants.py @@ -84,9 +84,9 @@ In addition the configuration option ``electricity: everywhere_powerplants`` can everywhere_powerplants: ['Natural Gas', 'Coal', 'nuclear', 'OCGT'] """ +import itertools import logging -import itertools import numpy as np import pandas as pd import powerplantmatching as pm @@ -107,18 +107,29 @@ def add_custom_powerplants(ppl, custom_powerplants, custom_ppl_query=False): [ppl, add_ppls], sort=False, ignore_index=True, verify_integrity=True ) + def add_everywhere_powerplants(ppl, substations, everywhere_powerplants): # Create a dataframe with "everywhere_powerplants" of stated carriers at the location of all substations generic_ppl = ( - pd.DataFrame(itertools.product(substations.index.values, everywhere_powerplants), columns=["substation_index","Fueltype"]) - .merge(substations[["x","y","country"]], left_on="substation_index", right_index=True) + pd.DataFrame( + itertools.product(substations.index.values, everywhere_powerplants), + columns=["substation_index", "Fueltype"], + ).merge( + substations[["x", "y", "country"]], + left_on="substation_index", + right_index=True, + ) ).drop(columns="substation_index") # PPL uses different columns names compared to substations dataframe -> rename - everywhere_ppl = everywhere_ppl.rename(columns={"x":"lon","y":"lat","country":"Country"}) + everywhere_ppl = everywhere_ppl.rename( + columns={"x": "lon", "y": "lat", "country": "Country"} + ) # Add default values for the generic powerplants - everywhere_ppl["Name"] = "Automatically added everywhere-powerplant " + generic_ppl.Fueltype + everywhere_ppl["Name"] = ( + "Automatically added everywhere-powerplant " + generic_ppl.Fueltype + ) everywhere_ppl["Set"] = "PP" everywhere_ppl["Technology"] = generic_ppl["Fueltype"] everywhere_ppl["Capacity"] = 0.0 @@ -130,6 +141,7 @@ def add_everywhere_powerplants(ppl, substations, everywhere_powerplants): [ppl, everywhere_ppl], sort=False, ignore_index=True, verify_integrity=True ) + def replace_natural_gas_technology(df): mapping = {"Steam Turbine": "CCGT", "Combustion Engine": "OCGT"} tech = df.Technology.replace(mapping).fillna("CCGT") From 33edb0b5166f3f0568a08832b01dfc2709be03f5 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 8 Jan 2024 08:40:44 +0000 Subject: [PATCH 449/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- doc/release_notes.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 088ac2c5..940a391c 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,7 +10,7 @@ Release Notes Upcoming Release ================ -* New configuration option ``everywhere_powerplants`` to build conventional powerplants everywhere, irrespective of existing powerplants locations, in the network (https://github.com/PyPSA/pypsa-eur/pull/850). +* New configuration option ``everywhere_powerplants`` to build conventional powerplants everywhere, irrespective of existing powerplants locations, in the network (https://github.com/PyPSA/pypsa-eur/pull/850). PyPSA-Eur 0.9.0 (5th January 2024) ================================== From 61211eb87ba0e484536308ec70fc8a4eb3a31ff6 Mon Sep 17 00:00:00 2001 From: euronion <42553970+euronion@users.noreply.github.com> Date: Mon, 8 Jan 2024 09:45:14 +0100 Subject: [PATCH 450/608] Fix variable name --- scripts/build_powerplants.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_powerplants.py b/scripts/build_powerplants.py index 16683bee..f94000c6 100755 --- a/scripts/build_powerplants.py +++ b/scripts/build_powerplants.py @@ -110,7 +110,7 @@ def add_custom_powerplants(ppl, custom_powerplants, custom_ppl_query=False): def add_everywhere_powerplants(ppl, substations, everywhere_powerplants): # Create a dataframe with "everywhere_powerplants" of stated carriers at the location of all substations - generic_ppl = ( + everywhere_ppl = ( pd.DataFrame( itertools.product(substations.index.values, everywhere_powerplants), columns=["substation_index", "Fueltype"], From 91843ace9368a1a86755d2114dbf1feb83d1ec14 Mon Sep 17 00:00:00 2001 From: euronion <42553970+euronion@users.noreply.github.com> Date: Mon, 8 Jan 2024 09:48:06 +0100 Subject: [PATCH 451/608] Restore REUSE compatability for environment.fixed.yaml --- envs/environment.fixed.yaml | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/envs/environment.fixed.yaml b/envs/environment.fixed.yaml index 5aa51ec3..31a58835 100644 --- a/envs/environment.fixed.yaml +++ b/envs/environment.fixed.yaml @@ -1,3 +1,7 @@ +# SPDX-FileCopyrightText: : 2017-2024 The PyPSA-Eur Authors +# +# SPDX-License-Identifier: CC0-1.0 + name: pypsa-eur channels: - bioconda From 962517d559fc779e3375c1e7ee88c8289a124232 Mon Sep 17 00:00:00 2001 From: euronion <42553970+euronion@users.noreply.github.com> Date: Mon, 8 Jan 2024 09:49:44 +0100 Subject: [PATCH 452/608] Fix variable names --- scripts/build_powerplants.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/scripts/build_powerplants.py b/scripts/build_powerplants.py index f94000c6..5b7e7415 100755 --- a/scripts/build_powerplants.py +++ b/scripts/build_powerplants.py @@ -126,12 +126,12 @@ def add_everywhere_powerplants(ppl, substations, everywhere_powerplants): columns={"x": "lon", "y": "lat", "country": "Country"} ) - # Add default values for the generic powerplants + # Add default values for the powerplants everywhere_ppl["Name"] = ( - "Automatically added everywhere-powerplant " + generic_ppl.Fueltype + "Automatically added everywhere-powerplant " + everywhere_ppl.Fueltype ) everywhere_ppl["Set"] = "PP" - everywhere_ppl["Technology"] = generic_ppl["Fueltype"] + everywhere_ppl["Technology"] = everywhere_ppl["Fueltype"] everywhere_ppl["Capacity"] = 0.0 # NaN values for efficiency will be replaced by the generic efficiency by attach_conventional_generators(...) in add_electricity.py later From c284223a3833a19c93034e3465b645dfaf9062f3 Mon Sep 17 00:00:00 2001 From: euronion <42553970+euronion@users.noreply.github.com> Date: Mon, 8 Jan 2024 13:56:02 +0100 Subject: [PATCH 453/608] Fix error for multi-horizon models --- scripts/build_powerplants.py | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/scripts/build_powerplants.py b/scripts/build_powerplants.py index 5b7e7415..b9339cbf 100755 --- a/scripts/build_powerplants.py +++ b/scripts/build_powerplants.py @@ -134,6 +134,11 @@ def add_everywhere_powerplants(ppl, substations, everywhere_powerplants): everywhere_ppl["Technology"] = everywhere_ppl["Fueltype"] everywhere_ppl["Capacity"] = 0.0 + # Assign plausible values for the commissioning and decommissioning years + # required for multi-year models + everywhere_ppl["DateIn"] = ppl["DateIn"].min() + everywhere_ppl["DateOut"] = ppl["DateOut"].max() + # NaN values for efficiency will be replaced by the generic efficiency by attach_conventional_generators(...) in add_electricity.py later everywhere_ppl["Efficiency"] = np.nan From dc90398b12bb49788f5f588e466e656f8737a893 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 8 Jan 2024 12:57:33 +0000 Subject: [PATCH 454/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/build_powerplants.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_powerplants.py b/scripts/build_powerplants.py index b9339cbf..8f99cd41 100755 --- a/scripts/build_powerplants.py +++ b/scripts/build_powerplants.py @@ -135,7 +135,7 @@ def add_everywhere_powerplants(ppl, substations, everywhere_powerplants): everywhere_ppl["Capacity"] = 0.0 # Assign plausible values for the commissioning and decommissioning years - # required for multi-year models + # required for multi-year models everywhere_ppl["DateIn"] = ppl["DateIn"].min() everywhere_ppl["DateOut"] = ppl["DateOut"].max() From 725a0ef8c01d810a99f57b92469061e7755a7cc4 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 10 Jan 2024 16:17:16 +0100 Subject: [PATCH 455/608] maybe_adjust_cost_and_potentials: cover all flags --- scripts/prepare_sector_network.py | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 37d6f0d2..69c2d467 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3346,7 +3346,7 @@ def remove_h2_network(n): def maybe_adjust_costs_and_potentials(n, opts): for o in opts: - flags = ["+e", "+p", "+m"] + flags = ["+e", "+p", "+m", "+c"] if all(flag not in o for flag in flags): continue oo = o.split("+") @@ -3361,7 +3361,12 @@ def maybe_adjust_costs_and_potentials(n, opts): suptechs = map(lambda c: c.split("-", 2)[0], carrier_list) if oo[0].startswith(tuple(suptechs)): carrier = oo[0] - attr_lookup = {"p": "p_nom_max", "e": "e_nom_max", "c": "capital_cost"} + attr_lookup = { + "p": "p_nom_max", + "e": "e_nom_max", + "c": "capital_cost", + "m": "marginal_cost", + } attr = attr_lookup[oo[1][0]] factor = float(oo[1][1:]) # beware if factor is 0 and p_nom_max is np.inf, 0*np.inf is nan From a6edce58fbfbf049eb6f6726d8a9535754b00c9d Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 11 Jan 2024 09:47:09 +0100 Subject: [PATCH 456/608] remove wave energy generator --- config/config.default.yaml | 1 - doc/configtables/licenses-sector.csv | 1 - doc/release_notes.rst | 3 ++ scripts/prepare_sector_network.py | 47 ---------------------------- 4 files changed, 3 insertions(+), 49 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 7ef08e2f..1d28223f 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -814,7 +814,6 @@ plotting: hydroelectricity: '#298c81' PHS: '#51dbcc' hydro+PHS: "#08ad97" - wave: '#a7d4cf' # solar solar: "#f9d002" solar PV: "#f9d002" diff --git a/doc/configtables/licenses-sector.csv b/doc/configtables/licenses-sector.csv index d65d3b36..a297b2f6 100644 --- a/doc/configtables/licenses-sector.csv +++ b/doc/configtables/licenses-sector.csv @@ -9,7 +9,6 @@ Swiss energy statistics from Swiss Federal Office of Energy,switzerland-sfoe/,un BASt emobility statistics,emobility/,unknown,http://www.bast.de/DE/Verkehrstechnik/Fachthemen/v2-verkehrszaehlung/Stundenwerte.html?nn=626916 BDEW heating profile,heat_load_profile_BDEW.csv,unknown,https://github.com/oemof/demandlib heating profiles for Aarhus,heat_load_profile_DK_AdamJensen.csv,unknown,Adam Jensen MA thesis at Aarhus University -George Lavidas wind/wave costs,WindWaveWEC_GLTB.xlsx,unknown,George Lavidas co2 budgets,co2_budget.csv,CC BY 4.0,https://arxiv.org/abs/2004.11009 existing heating potentials,existing_infrastructure/existing_heating_raw.csv,unknown,https://ec.europa.eu/energy/studies/mapping-and-analyses-current-and-future-2020-2030-heatingcooling-fuel-deployment_en?redir=1 IRENA existing VRE capacities,existing_infrastructure/{solar|onwind|offwind}_capcity_IRENA.csv,unknown,https://www.irena.org/Statistics/Download-Data diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 940a391c..be6be9fd 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -12,6 +12,9 @@ Upcoming Release * New configuration option ``everywhere_powerplants`` to build conventional powerplants everywhere, irrespective of existing powerplants locations, in the network (https://github.com/PyPSA/pypsa-eur/pull/850). +* Remove option for wave energy as technology data is not maintained. + + PyPSA-Eur 0.9.0 (5th January 2024) ================================== diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 69c2d467..b57b832c 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -913,47 +913,6 @@ def add_ammonia(n, costs): ) -def add_wave(n, wave_cost_factor): - # TODO: handle in Snakefile - wave_fn = "data/WindWaveWEC_GLTB.xlsx" - - # in kW - capacity = pd.Series({"Attenuator": 750, "F2HB": 1000, "MultiPA": 600}) - - # in EUR/MW - annuity_factor = calculate_annuity(25, 0.07) + 0.03 - costs = ( - 1e6 - * wave_cost_factor - * annuity_factor - * pd.Series({"Attenuator": 2.5, "F2HB": 2, "MultiPA": 1.5}) - ) - - sheets = pd.read_excel( - wave_fn, - sheet_name=["FirthForth", "Hebrides"], - usecols=["Attenuator", "F2HB", "MultiPA"], - index_col=0, - skiprows=[0], - parse_dates=True, - ) - - wave = pd.concat( - [sheets[l].divide(capacity, axis=1) for l in locations], keys=locations, axis=1 - ) - - for wave_type in costs.index: - n.add( - "Generator", - "Hebrides " + wave_type, - bus="GB4 0", # TODO this location is hardcoded - p_nom_extendable=True, - carrier="wave", - capital_cost=costs[wave_type], - p_max_pu=wave["Hebrides", wave_type], - ) - - def insert_electricity_distribution_grid(n, costs): # TODO pop_layout? # TODO options? @@ -3698,12 +3657,6 @@ if __name__ == "__main__": # TODO merge with opts cost adjustment below for o in opts: - if o[:4] == "wave": - wave_cost_factor = float(o[4:].replace("p", ".").replace("m", "-")) - logger.info( - f"Including wave generators with cost factor of {wave_cost_factor}" - ) - add_wave(n, wave_cost_factor) if o[:4] == "dist": options["electricity_distribution_grid"] = True options["electricity_distribution_grid_cost_factor"] = float( From cd8001116dcd2bb553c5f981a59b33a36b2769e3 Mon Sep 17 00:00:00 2001 From: Thomas Gilon Date: Thu, 11 Jan 2024 14:11:25 +0100 Subject: [PATCH 457/608] Add warning when negative bev availability profile values --- doc/release_notes.rst | 3 ++- scripts/build_transport_demand.py | 11 +++++++++++ 2 files changed, 13 insertions(+), 1 deletion(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index be6be9fd..a6a1b485 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -12,7 +12,8 @@ Upcoming Release * New configuration option ``everywhere_powerplants`` to build conventional powerplants everywhere, irrespective of existing powerplants locations, in the network (https://github.com/PyPSA/pypsa-eur/pull/850). -* Remove option for wave energy as technology data is not maintained. +* Remove option for wave energy as technology data is not maintained. +* Add warning when BEV availability weekly profile has negative values in `build_transport_demand`. PyPSA-Eur 0.9.0 (5th January 2024) diff --git a/scripts/build_transport_demand.py b/scripts/build_transport_demand.py index 0bcfb7ed..be8ad414 100644 --- a/scripts/build_transport_demand.py +++ b/scripts/build_transport_demand.py @@ -8,11 +8,17 @@ improvements due to drivetrain changes, time series for electric vehicle availability and demand-side management constraints. """ +import logging + import numpy as np import pandas as pd import xarray as xr + +from _helpers import configure_logging from _helpers import generate_periodic_profiles +logger = logging.getLogger(__name__) + def build_nodal_transport_data(fn, pop_layout): transport_data = pd.read_csv(fn, index_col=0) @@ -130,6 +136,10 @@ def bev_availability_profile(fn, snapshots, nodes, options): traffic.mean() - traffic.min() ) + if not avail[avail < 0].empty: + logger.warning("The BEV availability weekly profile has negative values which can " + "lead to infeasibility.") + return generate_periodic_profiles( dt_index=snapshots, nodes=nodes, @@ -160,6 +170,7 @@ if __name__ == "__main__": simpl="", clusters=48, ) + configure_logging(snakemake) pop_layout = pd.read_csv(snakemake.input.clustered_pop_layout, index_col=0) From a4802b701843062436d0f36562f562fb1c60bf24 Mon Sep 17 00:00:00 2001 From: Philipp Glaum Date: Thu, 11 Jan 2024 17:23:25 +0100 Subject: [PATCH 458/608] initial implementation tech specific renewable profiles --- config/config.default.yaml | 17 ++++-- rules/build_electricity.smk | 1 + rules/solve_myopic.smk | 6 +++ scripts/add_brownfield.py | 80 +++++++++++++++++++++++++++++ scripts/build_renewable_profiles.py | 42 ++++++++++++++- 5 files changed, 141 insertions(+), 5 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 33078468..aed7c61b 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -153,11 +153,14 @@ atlite: # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#renewable renewable: + year: 2020 onwind: cutout: europe-2013-era5 resource: method: wind - turbine: Vestas_V112_3MW + turbine: + 2020: Vestas_V112_3MW + 2030: NREL_ReferenceTurbine_2020ATB_5.5MW add_cutout_windspeed: true capacity_per_sqkm: 3 # correction_factor: 0.93 @@ -176,7 +179,9 @@ renewable: cutout: europe-2013-era5 resource: method: wind - turbine: NREL_ReferenceTurbine_2020ATB_5.5MW + turbine: + 2020: NREL_ReferenceTurbine_5MW_offshore.yaml + 2030: NREL_ReferenceTurbine_2020ATB_15MW_offshore add_cutout_windspeed: true capacity_per_sqkm: 2 correction_factor: 0.8855 @@ -192,7 +197,10 @@ renewable: cutout: europe-2013-era5 resource: method: wind - turbine: NREL_ReferenceTurbine_2020ATB_5.5MW + turbine: + 2020: Vestas_V164_7MW_offshore + 2025: NREL_ReferenceTurbine_2020ATB_15MW_offshore + 2030: NREL_ReferenceTurbine_2020ATB_18MW_offshore add_cutout_windspeed: true capacity_per_sqkm: 2 correction_factor: 0.8855 @@ -208,7 +216,8 @@ renewable: cutout: europe-2013-sarah resource: method: pv - panel: CSi + panel: + 2020: CSi orientation: slope: 35. azimuth: 180. diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index 055cffca..95103c47 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -259,6 +259,7 @@ else: rule build_renewable_profiles: params: renewable=config["renewable"], + foresight=config["foresight"], input: **opt, base_network=RESOURCES + "networks/base.nc", diff --git a/rules/solve_myopic.smk b/rules/solve_myopic.smk index 7ca8857d..a1bad5b1 100644 --- a/rules/solve_myopic.smk +++ b/rules/solve_myopic.smk @@ -51,6 +51,12 @@ rule add_brownfield: H2_retrofit_capacity_per_CH4=config["sector"]["H2_retrofit_capacity_per_CH4"], threshold_capacity=config["existing_capacities"]["threshold_capacity"], input: + **{ + f"profile_{tech}": RESOURCES + f"profile_{tech}.nc" + for tech in config["electricity"]["renewable_carriers"] + }, + simplify_busmap=RESOURCES + "busmap_elec_s{simpl}.csv", + cluster_busmap=RESOURCES + "busmap_elec_s{simpl}_{clusters}.csv", network=RESULTS + "prenetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", network_p=solved_previous_horizon, #solved network at previous time step diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index 9ddd3d99..4ce2bd4d 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -16,8 +16,10 @@ idx = pd.IndexSlice import numpy as np import pypsa +import xarray as xr from _helpers import update_config_with_sector_opts from add_existing_baseyear import add_build_year_to_new_assets +from pypsa.clustering.spatial import normed_or_uniform def add_brownfield(n, n_p, year): @@ -147,6 +149,82 @@ def disable_grid_expansion_if_LV_limit_hit(n): n.global_constraints.drop("lv_limit", inplace=True) +def adjust_renewable_profiles(n, input_profiles, config, year): + """ + Adjusts renewable profiles according to the renewable technology specified. + + If the planning horizon is not available, the closest year is used + instead. + """ + + cluster_busmap = pd.read_csv(snakemake.input.cluster_busmap, index_col=0).squeeze() + simplify_busmap = pd.read_csv( + snakemake.input.simplify_busmap, index_col=0 + ).squeeze() + clustermaps = simplify_busmap.map(cluster_busmap) + clustermaps.index = clustermaps.index.astype(str) + dr = pd.date_range(**config["snapshots"], freq="H") + snapshotmaps = ( + pd.Series(dr, index=dr).where(lambda x: x.isin(n.snapshots), pd.NA).ffill() + ) + + for carrier in config["electricity"]["renewable_carriers"]: + if carrier == "hydro": + continue + + clustermaps.index = clustermaps.index.astype(str) + dr = pd.date_range(**config["snapshots"], freq="H") + snapshotmaps = ( + pd.Series(dr, index=dr).where(lambda x: x.isin(n.snapshots), pd.NA).ffill() + ) + for carrier in config["electricity"]["renewable_carriers"]: + if carrier == "hydro": + continue + with xr.open_dataset(getattr(input_profiles, "profile_" + carrier)) as ds: + if ds.indexes["bus"].empty or "year" not in ds.indexes: + continue + if year in ds.indexes["year"]: + p_max_pu = ( + ds["year_profiles"] + .sel(year=year) + .transpose("time", "bus") + .to_pandas() + ) + else: + available_previous_years = [ + available_year + for available_year in ds.indexes["year"] + if available_year < year + ] + available_following_years = [ + available_year + for available_year in ds.indexes["year"] + if available_year > year + ] + if available_previous_years: + closest_year = max(available_previous_years) + if available_following_years: + closest_year = min(available_following_years) + logging.warning( + f"Planning horizon {year} not in {carrier} profiles. Using closest year {closest_year} instead." + ) + p_max_pu = ( + ds["year_profiles"] + .sel(year=closest_year) + .transpose("time", "bus") + .to_pandas() + ) + # spatial clustering + weight = ds["weight"].to_pandas() + weight = weight.groupby(clustermaps).transform(normed_or_uniform) + p_max_pu = (p_max_pu * weight).T.groupby(clustermaps).sum().T + p_max_pu.columns = p_max_pu.columns + f" {carrier}" + # temporal_clustering + p_max_pu = p_max_pu.groupby(snapshotmaps).mean() + # replace renewable time series + n.generators_t.p_max_pu.loc[:, p_max_pu.columns] = p_max_pu + + if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake @@ -171,6 +249,8 @@ if __name__ == "__main__": n = pypsa.Network(snakemake.input.network) + adjust_renewable_profiles(n, snakemake.input, snakemake.config, year) + add_build_year_to_new_assets(n, year) n_p = pypsa.Network(snakemake.input.network_p) diff --git a/scripts/build_renewable_profiles.py b/scripts/build_renewable_profiles.py index b736f68a..4b326da6 100644 --- a/scripts/build_renewable_profiles.py +++ b/scripts/build_renewable_profiles.py @@ -200,14 +200,25 @@ if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake - snakemake = mock_snakemake("build_renewable_profiles", technology="solar") + snakemake = mock_snakemake("build_renewable_profiles", technology="onwind") configure_logging(snakemake) nprocesses = int(snakemake.threads) noprogress = snakemake.config["run"].get("disable_progressbar", True) noprogress = noprogress or not snakemake.config["atlite"]["show_progress"] + year = snakemake.params.renewable["year"] + foresight = snakemake.params.foresight params = snakemake.params.renewable[snakemake.wildcards.technology] resource = params["resource"] # pv panel params / wind turbine params + + year_dependent_techs = { + k: resource.get(k) + for k in ["panel", "turbine"] + if isinstance(resource.get(k), dict) + } + for key, techs in year_dependent_techs.items(): + resource[key] = resource[key][year] + correction_factor = params.get("correction_factor", 1.0) capacity_per_sqkm = params["capacity_per_sqkm"] @@ -334,6 +345,29 @@ if __name__ == "__main__": **resource, ) + if year_dependent_techs and foresight != "overnight": + for key, techs in year_dependent_techs.items(): + year_profiles = list() + tech_profiles = dict() + tech_profiles[resource[key]] = profile + for year, tech in techs.items(): + resource[key] = tech + if tech not in tech_profiles: + tech_profiles[tech] = func( + matrix=availability.stack(spatial=["y", "x"]), + layout=layout, + index=buses, + per_unit=True, + return_capacity=False, + **resource, + ) + year_profile = tech_profiles[tech] + year_profile = year_profile.expand_dims({"year": [year]}).rename( + "year_profiles" + ) + year_profiles.append(year_profile) + year_profiles = xr.merge(year_profiles) + duration = time.time() - start logger.info( f"Completed weighted capacity factor time series calculation ({duration:2.2f}s)" @@ -372,6 +406,9 @@ if __name__ == "__main__": ] ) + if year_dependent_techs: + ds = xr.merge([ds, year_profiles * correction_factor]) + if snakemake.wildcards.technology.startswith("offwind"): logger.info("Calculate underwater fraction of connections.") offshore_shape = gpd.read_file(snakemake.input["offshore_shapes"]).unary_union @@ -395,6 +432,9 @@ if __name__ == "__main__": if "clip_p_max_pu" in params: min_p_max_pu = params["clip_p_max_pu"] ds["profile"] = ds["profile"].where(ds["profile"] >= min_p_max_pu, 0) + ds["year_profiles"] = ds["year_profiles"].where( + ds["year_profiles"] >= min_p_max_pu, 0 + ) ds.to_netcdf(snakemake.output.profile) From 5ef317ac399ac86efcd6b6c907f1a8c8426c757e Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 11 Jan 2024 16:27:29 +0000 Subject: [PATCH 459/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- doc/release_notes.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index be6be9fd..52b2ddc2 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -12,7 +12,7 @@ Upcoming Release * New configuration option ``everywhere_powerplants`` to build conventional powerplants everywhere, irrespective of existing powerplants locations, in the network (https://github.com/PyPSA/pypsa-eur/pull/850). -* Remove option for wave energy as technology data is not maintained. +* Remove option for wave energy as technology data is not maintained. PyPSA-Eur 0.9.0 (5th January 2024) From 8565c124c034f90436c5b37c21424d456d7e5e00 Mon Sep 17 00:00:00 2001 From: Philipp Glaum Date: Fri, 12 Jan 2024 16:50:17 +0100 Subject: [PATCH 460/608] fix bus filter for buses without countries --- scripts/base_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/base_network.py b/scripts/base_network.py index eeb87bf5..340b6f36 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -560,7 +560,7 @@ def _set_countries_and_substations(n, config, country_shapes, offshore_shapes): ~buses["under_construction"] ) - c_nan_b = buses.country == "na" + c_nan_b = buses.country.isna() if c_nan_b.sum() > 0: c_tag = _get_country(buses.loc[c_nan_b]) c_tag.loc[~c_tag.isin(countries)] = np.nan From 7ebf3b186c5c5d9840208b755e955813e5d8f60f Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 12 Jan 2024 15:56:15 +0000 Subject: [PATCH 461/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- doc/release_notes.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index be6be9fd..52b2ddc2 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -12,7 +12,7 @@ Upcoming Release * New configuration option ``everywhere_powerplants`` to build conventional powerplants everywhere, irrespective of existing powerplants locations, in the network (https://github.com/PyPSA/pypsa-eur/pull/850). -* Remove option for wave energy as technology data is not maintained. +* Remove option for wave energy as technology data is not maintained. PyPSA-Eur 0.9.0 (5th January 2024) From 1613299a031bb87bae68375c9e7b954a1e9f6291 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Fri, 22 Dec 2023 14:18:33 +0100 Subject: [PATCH 462/608] add more years to config.perfect.yaml --- config/config.perfect.yaml | 3 +++ 1 file changed, 3 insertions(+) diff --git a/config/config.perfect.yaml b/config/config.perfect.yaml index f355763c..4dde8db9 100644 --- a/config/config.perfect.yaml +++ b/config/config.perfect.yaml @@ -24,8 +24,11 @@ scenario: - 2p0-4380H-T-H-B-I-A-solar+p3-dist1 planning_horizons: - 2020 + - 2025 - 2030 + - 2035 - 2040 + - 2045 - 2050 From f042c7792660b5fc7cc256fd815a11b1b1be30b0 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Fri, 12 Jan 2024 21:33:14 +0100 Subject: [PATCH 463/608] add new constraint on co2 atmoshpere store --- scripts/solve_network.py | 34 +++++++++++++++++++++++++++++----- 1 file changed, 29 insertions(+), 5 deletions(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 1c0f6505..db842054 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -208,7 +208,7 @@ def add_co2_sequestration_limit(n, config, limit=200): def add_carbon_constraint(n, snapshots): - glcs = n.global_constraints.query('type == "co2_limit"') + glcs = n.global_constraints.query('type == "co2_atmosphere"') if glcs.empty: return for name, glc in glcs.iterrows(): @@ -795,6 +795,28 @@ def add_pipe_retrofit_constraint(n): n.model.add_constraints(lhs == rhs, name="Link-pipe_retrofit") +def add_co2_atmosphere_constraint(n, snapshots): + glcs = n.global_constraints[n.global_constraints.type=="co2_atmosphere"] + + if glcs.empty: + return + for name, glc in glcs.iterrows(): + carattr = glc.carrier_attribute + emissions = n.carriers.query(f"{carattr} != 0")[carattr] + + if emissions.empty: + continue + + # stores + n.stores["carrier"] = n.stores.bus.map(n.buses.carrier) + stores = n.stores.query("carrier in @emissions.index and not e_cyclic") + if not stores.empty: + last_i = snapshots[-1] + lhs = n.model["Store-e"].loc[last_i, stores.index] + rhs = glc.constant + + n.model.add_constraints(lhs <= rhs, name=f"GlobalConstraint-{name}") + def extra_functionality(n, snapshots): """ Collects supplementary constraints which will be passed to @@ -837,6 +859,8 @@ def extra_functionality(n, snapshots): add_carbon_constraint(n, snapshots) add_carbon_budget_constraint(n, snapshots) add_retrofit_gas_boiler_constraint(n, snapshots) + else: + add_co2_atmosphere_constraint(n, snapshots) if snakemake.params.custom_extra_functionality: source_path = snakemake.params.custom_extra_functionality @@ -910,13 +934,13 @@ if __name__ == "__main__": from _helpers import mock_snakemake snakemake = mock_snakemake( - "solve_sector_network_perfect", + "solve_sector_network", configfiles="../config/test/config.perfect.yaml", simpl="", opts="", - clusters="5", - ll="v1.5", - sector_opts="8760H-T-H-B-I-A-solar+p3-dist1", + clusters="37", + ll="v1.0", + sector_opts="CO2L0-1H-T-H-B-I-A-solar+p3-dist1", planning_horizons="2030", ) configure_logging(snakemake) From 0a789a22dc58876dfd11e873024ef1eeec593653 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Fri, 12 Jan 2024 21:33:38 +0100 Subject: [PATCH 464/608] change type of co2 constraint --- scripts/prepare_sector_network.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index b57b832c..35d98657 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -761,6 +761,7 @@ def add_co2limit(n, nyears=1.0, limit=0.0): "CO2Limit", carrier_attribute="co2_emissions", sense="<=", + type="co2_atmosphere", constant=co2_limit, ) @@ -3606,8 +3607,8 @@ if __name__ == "__main__": configfiles="test/config.overnight.yaml", simpl="", opts="", - clusters="5", - ll="v1.5", + clusters="37", + ll="v1.0", sector_opts="CO2L0-24H-T-H-B-I-A-solar+p3-dist1", planning_horizons="2030", ) From 0bac08934aa701e89887afe8085edf715deda22a Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 12 Jan 2024 20:34:54 +0000 Subject: [PATCH 465/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- doc/release_notes.rst | 2 +- scripts/solve_network.py | 9 +++++---- 2 files changed, 6 insertions(+), 5 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index be6be9fd..52b2ddc2 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -12,7 +12,7 @@ Upcoming Release * New configuration option ``everywhere_powerplants`` to build conventional powerplants everywhere, irrespective of existing powerplants locations, in the network (https://github.com/PyPSA/pypsa-eur/pull/850). -* Remove option for wave energy as technology data is not maintained. +* Remove option for wave energy as technology data is not maintained. PyPSA-Eur 0.9.0 (5th January 2024) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index db842054..0b503644 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -796,8 +796,8 @@ def add_pipe_retrofit_constraint(n): def add_co2_atmosphere_constraint(n, snapshots): - glcs = n.global_constraints[n.global_constraints.type=="co2_atmosphere"] - + glcs = n.global_constraints[n.global_constraints.type == "co2_atmosphere"] + if glcs.empty: return for name, glc in glcs.iterrows(): @@ -812,11 +812,12 @@ def add_co2_atmosphere_constraint(n, snapshots): stores = n.stores.query("carrier in @emissions.index and not e_cyclic") if not stores.empty: last_i = snapshots[-1] - lhs = n.model["Store-e"].loc[last_i, stores.index] + lhs = n.model["Store-e"].loc[last_i, stores.index] rhs = glc.constant - + n.model.add_constraints(lhs <= rhs, name=f"GlobalConstraint-{name}") + def extra_functionality(n, snapshots): """ Collects supplementary constraints which will be passed to From 97d51a63fe963bd22394aca6bb6e1f774e53a44f Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 15 Jan 2024 18:14:11 +0000 Subject: [PATCH 466/608] [pre-commit.ci] pre-commit autoupdate MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit updates: - [github.com/snakemake/snakefmt: v0.8.5 → v0.9.0](https://github.com/snakemake/snakefmt/compare/v0.8.5...v0.9.0) --- .pre-commit-config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 78e70b57..02d360d3 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -74,7 +74,7 @@ repos: # Format Snakemake rule / workflow files - repo: https://github.com/snakemake/snakefmt - rev: v0.8.5 + rev: v0.9.0 hooks: - id: snakefmt From 68421e6aabbe676982b448ab2759b8f1f7691d31 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 15 Jan 2024 18:14:31 +0000 Subject: [PATCH 467/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- doc/release_notes.rst | 2 +- rules/retrieve.smk | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index be6be9fd..52b2ddc2 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -12,7 +12,7 @@ Upcoming Release * New configuration option ``everywhere_powerplants`` to build conventional powerplants everywhere, irrespective of existing powerplants locations, in the network (https://github.com/PyPSA/pypsa-eur/pull/850). -* Remove option for wave energy as technology data is not maintained. +* Remove option for wave energy as technology data is not maintained. PyPSA-Eur 0.9.0 (5th January 2024) diff --git a/rules/retrieve.smk b/rules/retrieve.smk index 7a180e22..5e1e3e59 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -191,7 +191,7 @@ if config["enable"]["retrieve"]: input: HTTP.remote( "data.open-power-system-data.org/time_series/{version}/time_series_60min_singleindex.csv".format( - version="2019-06-05" + version="2019-06-05" if config["snapshots"]["end"] < "2019" else "2020-10-06" ), From e51e405d6e7886220556b97ed6d444f2b41624dd Mon Sep 17 00:00:00 2001 From: lisazeyen <35347358+lisazeyen@users.noreply.github.com> Date: Tue, 16 Jan 2024 11:51:55 +0100 Subject: [PATCH 468/608] add clipping for links --- scripts/solve_network.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 1c0f6505..9fbd1eaf 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -341,6 +341,8 @@ def prepare_network( for df in ( n.generators_t.p_max_pu, n.generators_t.p_min_pu, + n.links_t.p_max_pu, + n.links_t.p_min_pu, n.storage_units_t.inflow, ): df.where(df > solve_opts["clip_p_max_pu"], other=0.0, inplace=True) From 3f8a55992c76769a29362b29a5989c2a62293579 Mon Sep 17 00:00:00 2001 From: Michael Lindner Date: Tue, 16 Jan 2024 16:50:54 +0100 Subject: [PATCH 469/608] locate project dir if pypsa-eur is a submodule --- scripts/_helpers.py | 15 +++++++++++++-- 1 file changed, 13 insertions(+), 2 deletions(-) diff --git a/scripts/_helpers.py b/scripts/_helpers.py index 03bde840..70eb4df2 100644 --- a/scripts/_helpers.py +++ b/scripts/_helpers.py @@ -223,7 +223,12 @@ def progress_retrieve(url, file, disable=False): urllib.request.urlretrieve(url, file, reporthook=update_to) -def mock_snakemake(rulename, root_dir=None, configfiles=[], **wildcards): +def mock_snakemake( + rulename, + root_dir=None, + configfiles=[], + submodule_dir="workflow/submodules/pypsa-eur", + **wildcards): """ This function is expected to be executed from the 'scripts'-directory of ' the snakemake project. It returns a snakemake.script.Snakemake object, @@ -239,6 +244,9 @@ def mock_snakemake(rulename, root_dir=None, configfiles=[], **wildcards): path to the root directory of the snakemake project configfiles: list, str list of configfiles to be used to update the config + submodule_dir: str, Path + in case PyPSA-Eur is used as a submodule, submodule_dir is + the path of pypsa-eur relative to the project directory. **wildcards: keyword arguments fixing the wildcards. Only necessary if wildcards are needed. @@ -257,7 +265,10 @@ def mock_snakemake(rulename, root_dir=None, configfiles=[], **wildcards): root_dir = Path(root_dir).resolve() user_in_script_dir = Path.cwd().resolve() == script_dir - if user_in_script_dir: + if str(submodule_dir) in __file__: + # the submodule_dir path is only need to locate the project dir + os.chdir(Path(__file__[:__file__.find(str(submodule_dir))])) + elif user_in_script_dir: os.chdir(root_dir) elif Path.cwd().resolve() != root_dir: raise RuntimeError( From 21a223262f145476065e2dd9dd30943bfd24594e Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 16 Jan 2024 15:53:15 +0000 Subject: [PATCH 470/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/_helpers.py | 15 ++++++++------- 1 file changed, 8 insertions(+), 7 deletions(-) diff --git a/scripts/_helpers.py b/scripts/_helpers.py index 70eb4df2..e0982fd4 100644 --- a/scripts/_helpers.py +++ b/scripts/_helpers.py @@ -224,11 +224,12 @@ def progress_retrieve(url, file, disable=False): def mock_snakemake( - rulename, - root_dir=None, - configfiles=[], - submodule_dir="workflow/submodules/pypsa-eur", - **wildcards): + rulename, + root_dir=None, + configfiles=[], + submodule_dir="workflow/submodules/pypsa-eur", + **wildcards, +): """ This function is expected to be executed from the 'scripts'-directory of ' the snakemake project. It returns a snakemake.script.Snakemake object, @@ -245,7 +246,7 @@ def mock_snakemake( configfiles: list, str list of configfiles to be used to update the config submodule_dir: str, Path - in case PyPSA-Eur is used as a submodule, submodule_dir is + in case PyPSA-Eur is used as a submodule, submodule_dir is the path of pypsa-eur relative to the project directory. **wildcards: keyword arguments fixing the wildcards. Only necessary if wildcards are @@ -267,7 +268,7 @@ def mock_snakemake( user_in_script_dir = Path.cwd().resolve() == script_dir if str(submodule_dir) in __file__: # the submodule_dir path is only need to locate the project dir - os.chdir(Path(__file__[:__file__.find(str(submodule_dir))])) + os.chdir(Path(__file__[: __file__.find(str(submodule_dir))])) elif user_in_script_dir: os.chdir(root_dir) elif Path.cwd().resolve() != root_dir: From 55eddb6e1d0588ea8e6c2d335d0af52d44471d14 Mon Sep 17 00:00:00 2001 From: martacki Date: Tue, 16 Jan 2024 20:13:28 +0100 Subject: [PATCH 471/608] Norway currently ignored when building energy totals --- scripts/build_energy_totals.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index 67b86466..80c5d442 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -479,7 +479,7 @@ def build_energy_totals(countries, eurostat, swiss, idees): # The main heating source for about 73 per cent of the households is based on electricity # => 26% is non-electric - if "NO" in df: + if "NO" in df.index: elec_fraction = 0.73 no_norway = df.drop("NO") From a74c7b69c80d1c0b15c1203872e9799dbd69de6f Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 17 Jan 2024 10:02:51 +0100 Subject: [PATCH 472/608] add release note --- doc/release_notes.rst | 2 ++ 1 file changed, 2 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 52b2ddc2..ee8858a4 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -14,6 +14,8 @@ Upcoming Release * Remove option for wave energy as technology data is not maintained. +* Bugfix: Assure entering of code block which corrects Norwegian heat demand. + PyPSA-Eur 0.9.0 (5th January 2024) ================================== From ec4e9aa548fce44109d851bf6f33070395d10787 Mon Sep 17 00:00:00 2001 From: JulianGeis Date: Wed, 17 Jan 2024 11:23:29 +0100 Subject: [PATCH 473/608] wasserstoff kernnetz --- scripts/prepare_sector_network.py | 13 +++++++++++++ 1 file changed, 13 insertions(+) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index b57b832c..ba3f24c6 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1324,6 +1324,18 @@ def add_storage_and_grids(n, costs): n, "H2 pipeline ", carriers=["DC", "gas pipeline"] ) + h2_pipes["p_nom"] = 0. + + if snakemake.input.get("custom_h2_pipelines"): + fn = snakemake.input.custom_h2_pipelines + wkn = pd.read_csv(fn, index_col=0) + + h2_pipes = pd.concat([h2_pipes, wkn]) + + # drop duplicates according to buses (order can be different) and keep pipe with highest p_nom + h2_pipes['buses_sorted'] = h2_pipes.apply(lambda row: tuple(sorted([row['bus0'], row['bus1']])), axis=1) + h2_pipes = h2_pipes.sort_values('p_nom').drop_duplicates(subset=['buses_sorted'], keep='last').drop(columns = 'buses_sorted') + # TODO Add efficiency losses n.madd( "Link", @@ -1332,6 +1344,7 @@ def add_storage_and_grids(n, costs): bus1=h2_pipes.bus1.values + " H2", p_min_pu=-1, p_nom_extendable=True, + p_nom_min=h2_pipes.p_nom.values, length=h2_pipes.length.values, capital_cost=costs.at["H2 (g) pipeline", "fixed"] * h2_pipes.length.values, carrier="H2 pipeline", From 446b0b37227111e49fa3e4e566b68b031f558e28 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 17 Jan 2024 10:36:13 +0000 Subject: [PATCH 474/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/build_transport_demand.py | 10 +++++----- scripts/prepare_sector_network.py | 12 +++++++++--- 2 files changed, 14 insertions(+), 8 deletions(-) diff --git a/scripts/build_transport_demand.py b/scripts/build_transport_demand.py index be8ad414..33c8faae 100644 --- a/scripts/build_transport_demand.py +++ b/scripts/build_transport_demand.py @@ -13,9 +13,7 @@ import logging import numpy as np import pandas as pd import xarray as xr - -from _helpers import configure_logging -from _helpers import generate_periodic_profiles +from _helpers import configure_logging, generate_periodic_profiles logger = logging.getLogger(__name__) @@ -137,8 +135,10 @@ def bev_availability_profile(fn, snapshots, nodes, options): ) if not avail[avail < 0].empty: - logger.warning("The BEV availability weekly profile has negative values which can " - "lead to infeasibility.") + logger.warning( + "The BEV availability weekly profile has negative values which can " + "lead to infeasibility." + ) return generate_periodic_profiles( dt_index=snapshots, diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index ba3f24c6..8bb9089b 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1324,7 +1324,7 @@ def add_storage_and_grids(n, costs): n, "H2 pipeline ", carriers=["DC", "gas pipeline"] ) - h2_pipes["p_nom"] = 0. + h2_pipes["p_nom"] = 0.0 if snakemake.input.get("custom_h2_pipelines"): fn = snakemake.input.custom_h2_pipelines @@ -1333,8 +1333,14 @@ def add_storage_and_grids(n, costs): h2_pipes = pd.concat([h2_pipes, wkn]) # drop duplicates according to buses (order can be different) and keep pipe with highest p_nom - h2_pipes['buses_sorted'] = h2_pipes.apply(lambda row: tuple(sorted([row['bus0'], row['bus1']])), axis=1) - h2_pipes = h2_pipes.sort_values('p_nom').drop_duplicates(subset=['buses_sorted'], keep='last').drop(columns = 'buses_sorted') + h2_pipes["buses_sorted"] = h2_pipes.apply( + lambda row: tuple(sorted([row["bus0"], row["bus1"]])), axis=1 + ) + h2_pipes = ( + h2_pipes.sort_values("p_nom") + .drop_duplicates(subset=["buses_sorted"], keep="last") + .drop(columns="buses_sorted") + ) # TODO Add efficiency losses n.madd( From 228ff44f75de10d4174409776cca7328185815ab Mon Sep 17 00:00:00 2001 From: Thomas Kouroughli Date: Wed, 17 Jan 2024 13:50:32 +0000 Subject: [PATCH 475/608] :recycle: address pandas FutureWarning --- scripts/build_electricity_production.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_electricity_production.py b/scripts/build_electricity_production.py index beb859bd..e89ad78b 100644 --- a/scripts/build_electricity_production.py +++ b/scripts/build_electricity_production.py @@ -58,7 +58,7 @@ if __name__ == "__main__": gen = client.query_generation(country, start=start, end=end, nett=True) gen = gen.tz_localize(None).resample("1h").mean() gen = gen.loc[start.tz_localize(None) : end.tz_localize(None)] - gen = gen.rename(columns=carrier_grouper).groupby(level=0, axis=1).sum() + gen = gen.rename(columns=carrier_grouper).T.groupby(level=0).sum().T generation.append(gen) except NoMatchingDataError: unavailable_countries.append(country) From aaa587d34f84dc22f7662d7f5855ae1e1f2161fa Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 17 Jan 2024 13:51:03 +0000 Subject: [PATCH 476/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/build_transport_demand.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/scripts/build_transport_demand.py b/scripts/build_transport_demand.py index be8ad414..33c8faae 100644 --- a/scripts/build_transport_demand.py +++ b/scripts/build_transport_demand.py @@ -13,9 +13,7 @@ import logging import numpy as np import pandas as pd import xarray as xr - -from _helpers import configure_logging -from _helpers import generate_periodic_profiles +from _helpers import configure_logging, generate_periodic_profiles logger = logging.getLogger(__name__) @@ -137,8 +135,10 @@ def bev_availability_profile(fn, snapshots, nodes, options): ) if not avail[avail < 0].empty: - logger.warning("The BEV availability weekly profile has negative values which can " - "lead to infeasibility.") + logger.warning( + "The BEV availability weekly profile has negative values which can " + "lead to infeasibility." + ) return generate_periodic_profiles( dt_index=snapshots, From 4cfb06c55f96c619a5ff18df1f435d75eb147e28 Mon Sep 17 00:00:00 2001 From: Michael Lindner Date: Wed, 17 Jan 2024 17:07:19 +0100 Subject: [PATCH 477/608] group storage with duplicate labels --- scripts/plot_network.py | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/scripts/plot_network.py b/scripts/plot_network.py index 67481120..650a24ef 100644 --- a/scripts/plot_network.py +++ b/scripts/plot_network.py @@ -273,7 +273,7 @@ def plot_h2_map(network, regions): h2_storage = n.stores.query("carrier == 'H2'") regions["H2"] = h2_storage.rename( index=h2_storage.bus.map(n.buses.location) - ).e_nom_opt.div( + ).e_nom_opt.groupby(level=0).sum().div( 1e6 ) # TWh regions["H2"] = regions["H2"].where(regions["H2"] > 0.1) @@ -1068,9 +1068,10 @@ if __name__ == "__main__": "plot_network", simpl="", opts="", - clusters="37", - ll="v1.0", - sector_opts="4380H-T-H-B-I-A-solar+p3-dist1", + clusters="22", + ll="v1.2", + sector_opts="365H-T-H-B-I-A-solar+p3-linemaxext15", + planning_horizons="2040", ) logging.basicConfig(level=snakemake.config["logging"]["level"]) From e07f0e5c2b5bb34e8fcfb3b127ac9e30109beedc Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 17 Jan 2024 16:09:36 +0000 Subject: [PATCH 478/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/plot_network.py | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/scripts/plot_network.py b/scripts/plot_network.py index 650a24ef..31e72289 100644 --- a/scripts/plot_network.py +++ b/scripts/plot_network.py @@ -271,10 +271,11 @@ def plot_h2_map(network, regions): assign_location(n) h2_storage = n.stores.query("carrier == 'H2'") - regions["H2"] = h2_storage.rename( - index=h2_storage.bus.map(n.buses.location) - ).e_nom_opt.groupby(level=0).sum().div( - 1e6 + regions["H2"] = ( + h2_storage.rename(index=h2_storage.bus.map(n.buses.location)) + .e_nom_opt.groupby(level=0) + .sum() + .div(1e6) ) # TWh regions["H2"] = regions["H2"].where(regions["H2"] > 0.1) From fec871c1ccce766b8c710c67f35f4d407278a443 Mon Sep 17 00:00:00 2001 From: Michael Lindner Date: Wed, 17 Jan 2024 18:28:37 +0100 Subject: [PATCH 479/608] eliminate a few future warnings --- scripts/make_summary.py | 15 +++++++-------- scripts/plot_summary.py | 6 +++--- 2 files changed, 10 insertions(+), 11 deletions(-) diff --git a/scripts/make_summary.py b/scripts/make_summary.py index fb13e91e..9da915ef 100644 --- a/scripts/make_summary.py +++ b/scripts/make_summary.py @@ -522,8 +522,8 @@ def calculate_weighted_prices(n, label, weighted_prices): if not names.empty: load += ( n.links_t.p0[names] - .groupby(n.links.loc[names, "bus0"], axis=1) - .sum() + .T.groupby(n.links.loc[names, "bus0"]) + .sum().T ) # Add H2 Store when charging @@ -560,14 +560,13 @@ def calculate_market_values(n, label, market_values): for tech in techs: gens = generators[n.generators.loc[generators, "carrier"] == tech] - + dispatch = ( n.generators_t.p[gens] - .groupby(n.generators.loc[gens, "bus"], axis=1) - .sum() + .T.groupby(n.generators.loc[gens, "bus"]) + .sum().T .reindex(columns=buses, fill_value=0.0) ) - revenue = dispatch * n.buses_t.marginal_price[buses] market_values.at[tech, label] = revenue.sum().sum() / dispatch.sum().sum() @@ -586,8 +585,8 @@ def calculate_market_values(n, label, market_values): dispatch = ( n.links_t["p" + i][links] - .groupby(n.links.loc[links, "bus" + i], axis=1) - .sum() + .T.groupby(n.links.loc[links, "bus" + i]) + .sum().T .reindex(columns=buses, fill_value=0.0) ) diff --git a/scripts/plot_summary.py b/scripts/plot_summary.py index 67ac9b55..e0067d7f 100644 --- a/scripts/plot_summary.py +++ b/scripts/plot_summary.py @@ -154,7 +154,7 @@ def plot_costs(): df = df.drop(to_drop) - logger.info(f"Total system cost of {round(df.sum()[0])} EUR billion per year") + logger.info(f"Total system cost of {round(df.sum().iloc[0])} EUR billion per year") new_index = preferred_order.intersection(df.index).append( df.index.difference(preferred_order) @@ -214,7 +214,7 @@ def plot_energy(): df = df.drop(to_drop) - logger.info(f"Total energy of {round(df.sum()[0])} TWh/a") + logger.info(f"Total energy of {round(df.sum().iloc[0])} TWh/a") if df.empty: fig, ax = plt.subplots(figsize=(12, 8)) @@ -304,7 +304,7 @@ def plot_balances(): df = df.drop(to_drop) - logger.debug(f"Total energy balance for {v} of {round(df.sum()[0],2)} {units}") + logger.debug(f"Total energy balance for {v} of {round(df.sum().iloc[0],2)} {units}") if df.empty: continue From 213c4b025e9b53a8ed56a4745e0410baa86dbb2f Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 17 Jan 2024 17:29:45 +0000 Subject: [PATCH 480/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/make_summary.py | 14 ++++++-------- scripts/plot_summary.py | 4 +++- 2 files changed, 9 insertions(+), 9 deletions(-) diff --git a/scripts/make_summary.py b/scripts/make_summary.py index 9da915ef..7223f4d5 100644 --- a/scripts/make_summary.py +++ b/scripts/make_summary.py @@ -521,9 +521,7 @@ def calculate_weighted_prices(n, label, weighted_prices): if not names.empty: load += ( - n.links_t.p0[names] - .T.groupby(n.links.loc[names, "bus0"]) - .sum().T + n.links_t.p0[names].T.groupby(n.links.loc[names, "bus0"]).sum().T ) # Add H2 Store when charging @@ -560,12 +558,12 @@ def calculate_market_values(n, label, market_values): for tech in techs: gens = generators[n.generators.loc[generators, "carrier"] == tech] - + dispatch = ( n.generators_t.p[gens] .T.groupby(n.generators.loc[gens, "bus"]) - .sum().T - .reindex(columns=buses, fill_value=0.0) + .sum() + .T.reindex(columns=buses, fill_value=0.0) ) revenue = dispatch * n.buses_t.marginal_price[buses] @@ -586,8 +584,8 @@ def calculate_market_values(n, label, market_values): dispatch = ( n.links_t["p" + i][links] .T.groupby(n.links.loc[links, "bus" + i]) - .sum().T - .reindex(columns=buses, fill_value=0.0) + .sum() + .T.reindex(columns=buses, fill_value=0.0) ) revenue = dispatch * n.buses_t.marginal_price[buses] diff --git a/scripts/plot_summary.py b/scripts/plot_summary.py index e0067d7f..2a6c9f15 100644 --- a/scripts/plot_summary.py +++ b/scripts/plot_summary.py @@ -304,7 +304,9 @@ def plot_balances(): df = df.drop(to_drop) - logger.debug(f"Total energy balance for {v} of {round(df.sum().iloc[0],2)} {units}") + logger.debug( + f"Total energy balance for {v} of {round(df.sum().iloc[0],2)} {units}" + ) if df.empty: continue From dd8db719accb6faf71fd194227211cedd1bb9950 Mon Sep 17 00:00:00 2001 From: Michael Lindner Date: Thu, 18 Jan 2024 13:53:59 +0100 Subject: [PATCH 481/608] revert accidental changes --- scripts/plot_network.py | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/scripts/plot_network.py b/scripts/plot_network.py index 31e72289..63b5d848 100644 --- a/scripts/plot_network.py +++ b/scripts/plot_network.py @@ -1069,10 +1069,9 @@ if __name__ == "__main__": "plot_network", simpl="", opts="", - clusters="22", - ll="v1.2", - sector_opts="365H-T-H-B-I-A-solar+p3-linemaxext15", - planning_horizons="2040", + clusters="37", + ll="v1.0", + sector_opts="4380H-T-H-B-I-A-solar+p3-dist1", ) logging.basicConfig(level=snakemake.config["logging"]["level"]) From ecb0a1f79f97db73c49a225f9832c66b5cdab9cc Mon Sep 17 00:00:00 2001 From: euronion <42553970+euronion@users.noreply.github.com> Date: Thu, 18 Jan 2024 14:12:17 +0100 Subject: [PATCH 482/608] Log unhandled exceptions stacktraces in log files --- doc/release_notes.rst | 2 ++ scripts/_helpers.py | 9 +++++++++ 2 files changed, 11 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 44cea086..a48d1a4e 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -18,6 +18,8 @@ Upcoming Release * Add warning when BEV availability weekly profile has negative values in `build_transport_demand`. +* Stacktrace of uncaught exceptions should now be correctly included inside log files (via `configure_logging(..)`). + PyPSA-Eur 0.9.0 (5th January 2024) ================================== diff --git a/scripts/_helpers.py b/scripts/_helpers.py index e0982fd4..beca3f4f 100644 --- a/scripts/_helpers.py +++ b/scripts/_helpers.py @@ -80,6 +80,7 @@ def configure_logging(snakemake, skip_handlers=False): Do (not) skip the default handlers created for redirecting output to STDERR and file. """ import logging + import sys kwargs = snakemake.config.get("logging", dict()).copy() kwargs.setdefault("level", "INFO") @@ -102,7 +103,15 @@ def configure_logging(snakemake, skip_handlers=False): } ) logging.basicConfig(**kwargs) + + # Setup a function to handle uncaught exceptions and include them with their stacktrace into logfiles + def handle_exception(exc_type, exc_value, exc_traceback): + # Log the exception + logger = logging.getLogger() + logger.error("Uncaught exception", + exc_info=(exc_type, exc_value, exc_traceback)) + sys.excepthook = handle_exception def update_p_nom_max(n): # if extendable carriers (solar/onwind/...) have capacity >= 0, From 35f1c06f75a4a4e540277bd760c96ec7b3bd4083 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 18 Jan 2024 13:18:25 +0000 Subject: [PATCH 483/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/_helpers.py | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/scripts/_helpers.py b/scripts/_helpers.py index beca3f4f..c5c96db9 100644 --- a/scripts/_helpers.py +++ b/scripts/_helpers.py @@ -103,16 +103,18 @@ def configure_logging(snakemake, skip_handlers=False): } ) logging.basicConfig(**kwargs) - + # Setup a function to handle uncaught exceptions and include them with their stacktrace into logfiles def handle_exception(exc_type, exc_value, exc_traceback): # Log the exception logger = logging.getLogger() - logger.error("Uncaught exception", - exc_info=(exc_type, exc_value, exc_traceback)) + logger.error( + "Uncaught exception", exc_info=(exc_type, exc_value, exc_traceback) + ) sys.excepthook = handle_exception + def update_p_nom_max(n): # if extendable carriers (solar/onwind/...) have capacity >= 0, # e.g. existing assets from the OPSD project are included to the network, From 682d3d857b3ff9908b77c3ef57b562fa339a39bc Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 18 Jan 2024 17:25:05 +0100 Subject: [PATCH 484/608] cluster heat buses by default --- config/config.default.yaml | 2 +- doc/release_notes.rst | 1 + 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 1d28223f..661f855e 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -376,7 +376,7 @@ sector: 2045: 0.8 2050: 1.0 district_heating_loss: 0.15 - cluster_heat_buses: false + cluster_heat_buses: true bev_dsm_restriction_value: 0.75 bev_dsm_restriction_time: 7 transport_heating_deadband_upper: 20. diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 44cea086..7b0b8c33 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -18,6 +18,7 @@ Upcoming Release * Add warning when BEV availability weekly profile has negative values in `build_transport_demand`. +* Cluster residential and services heat buses by default. Can be disabled with ``cluster_heat_buses: false``. PyPSA-Eur 0.9.0 (5th January 2024) ================================== From 7c23ef08c5a1b42017dc625e0cc20d555aee9720 Mon Sep 17 00:00:00 2001 From: Thomas Kouroughli Date: Thu, 18 Jan 2024 17:04:22 +0000 Subject: [PATCH 485/608] :bug: fix key_error in validation plots --- scripts/plot_validation_electricity_production.py | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/scripts/plot_validation_electricity_production.py b/scripts/plot_validation_electricity_production.py index 5c5569d0..e95a8126 100644 --- a/scripts/plot_validation_electricity_production.py +++ b/scripts/plot_validation_electricity_production.py @@ -45,6 +45,12 @@ if __name__ == "__main__": header=[0, 1], parse_dates=True, ) + subset_technologies = ["Geothermal", "Nuclear", "Biomass", "Lignite", "Oil", "Coal"] + lowercase_technologies = [ + technology.lower() if technology in subset_technologies else technology + for technology in historic.columns.levels[1] + ] + historic.columns = historic.columns.set_levels(lowercase_technologies, level=1) colors = n.carriers.set_index("nice_name").color.where( lambda s: s != "", "lightgrey" From 4d74be9588cac870c4341fc7e7f15cab5178df75 Mon Sep 17 00:00:00 2001 From: Thomas Kouroughli Date: Thu, 18 Jan 2024 17:12:39 +0000 Subject: [PATCH 486/608] :memo: add release notes for PR. --- doc/release_notes.rst | 2 ++ 1 file changed, 2 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 7b0b8c33..4cc89a7a 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,8 @@ Release Notes Upcoming Release ================ +* Bugfix: Correct technology keys for the electricity production plotting to work out the box. + * New configuration option ``everywhere_powerplants`` to build conventional powerplants everywhere, irrespective of existing powerplants locations, in the network (https://github.com/PyPSA/pypsa-eur/pull/850). * Remove option for wave energy as technology data is not maintained. From 498f3bffadba8d62139fbc8a3ec75a4aba41e12a Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 18 Jan 2024 18:22:21 +0100 Subject: [PATCH 487/608] Update scripts/base_network.py Co-authored-by: Fabian Hofmann --- scripts/base_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/base_network.py b/scripts/base_network.py index 340b6f36..2fa31f98 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -560,7 +560,7 @@ def _set_countries_and_substations(n, config, country_shapes, offshore_shapes): ~buses["under_construction"] ) - c_nan_b = buses.country.isna() + c_nan_b = buses.country.fillna("na") == "na" if c_nan_b.sum() > 0: c_tag = _get_country(buses.loc[c_nan_b]) c_tag.loc[~c_tag.isin(countries)] = np.nan From 333e99ed3bdc3e1a56fa0309b752d42b9cc0c010 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 18 Jan 2024 19:33:57 +0100 Subject: [PATCH 488/608] add release note --- doc/release_notes.rst | 3 +++ 1 file changed, 3 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 52b2ddc2..914791a1 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -14,6 +14,9 @@ Upcoming Release * Remove option for wave energy as technology data is not maintained. +* Define global constraint for CO2 emissions on the final state of charge of the + CO2 atmosphere store. This gives a more sparse constraint that should improve + the performance of the solving process. PyPSA-Eur 0.9.0 (5th January 2024) ================================== From 88ba4af9ad4ee9d874416c3c4ddd69aa62730a27 Mon Sep 17 00:00:00 2001 From: Julian Geis Date: Fri, 19 Jan 2024 09:56:52 +0100 Subject: [PATCH 489/608] Update scripts/prepare_sector_network.py Co-authored-by: Fabian Neumann --- scripts/prepare_sector_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 8bb9089b..8648a4ce 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1326,7 +1326,7 @@ def add_storage_and_grids(n, costs): h2_pipes["p_nom"] = 0.0 - if snakemake.input.get("custom_h2_pipelines"): + if "custom_h2_pipelines" in snakemake.input: fn = snakemake.input.custom_h2_pipelines wkn = pd.read_csv(fn, index_col=0) From 9c56c1e929d8bd27c8d6ac10d45dbc4d7716f4f4 Mon Sep 17 00:00:00 2001 From: Julian Geis Date: Fri, 19 Jan 2024 09:57:26 +0100 Subject: [PATCH 490/608] Update scripts/prepare_sector_network.py Co-authored-by: Fabian Neumann --- scripts/prepare_sector_network.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 8648a4ce..292814b2 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1328,9 +1328,9 @@ def add_storage_and_grids(n, costs): if "custom_h2_pipelines" in snakemake.input: fn = snakemake.input.custom_h2_pipelines - wkn = pd.read_csv(fn, index_col=0) + custom_pipes = pd.read_csv(fn, index_col=0) - h2_pipes = pd.concat([h2_pipes, wkn]) + h2_pipes = pd.concat([h2_pipes, custom_pipes]) # drop duplicates according to buses (order can be different) and keep pipe with highest p_nom h2_pipes["buses_sorted"] = h2_pipes.apply( From 128e1afc0072ddb21d01ce58137e3823f81f7c4e Mon Sep 17 00:00:00 2001 From: Julian Geis Date: Fri, 19 Jan 2024 10:01:11 +0100 Subject: [PATCH 491/608] Update scripts/prepare_sector_network.py Co-authored-by: Fabian Neumann --- scripts/prepare_sector_network.py | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 292814b2..4c47b91a 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1333,9 +1333,7 @@ def add_storage_and_grids(n, costs): h2_pipes = pd.concat([h2_pipes, custom_pipes]) # drop duplicates according to buses (order can be different) and keep pipe with highest p_nom - h2_pipes["buses_sorted"] = h2_pipes.apply( - lambda row: tuple(sorted([row["bus0"], row["bus1"]])), axis=1 - ) + h2_pipes["buses_sorted"] = h2_pipes[["bus0", "bus1"]].apply(sorted, axis=1) h2_pipes = ( h2_pipes.sort_values("p_nom") .drop_duplicates(subset=["buses_sorted"], keep="last") From f876d78ed4cfbc2d14d424066b25a598abc8deb3 Mon Sep 17 00:00:00 2001 From: Fabian Date: Fri, 19 Jan 2024 10:34:49 +0100 Subject: [PATCH 492/608] fix linting: run ruff --- scripts/_helpers.py | 2 -- scripts/add_brownfield.py | 4 ++-- scripts/build_electricity_demand.py | 1 - scripts/build_line_rating.py | 1 - scripts/build_renewable_profiles.py | 2 +- scripts/copy_config.py | 2 -- scripts/make_summary_perfect.py | 10 ++-------- scripts/plot_network.py | 1 - scripts/plot_summary.py | 1 - scripts/plot_validation_electricity_prices.py | 1 - scripts/prepare_network.py | 1 - scripts/simplify_network.py | 2 +- scripts/solve_network.py | 2 +- 13 files changed, 7 insertions(+), 23 deletions(-) diff --git a/scripts/_helpers.py b/scripts/_helpers.py index c5c96db9..67b20877 100644 --- a/scripts/_helpers.py +++ b/scripts/_helpers.py @@ -15,8 +15,6 @@ import pandas as pd import pytz import requests import yaml -from pypsa.components import component_attrs, components -from pypsa.descriptors import Dict from tqdm import tqdm logger = logging.getLogger(__name__) diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index cb1f51c8..229b8b07 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -121,7 +121,7 @@ def add_brownfield(n, n_p, year): def disable_grid_expansion_if_LV_limit_hit(n): - if not "lv_limit" in n.global_constraints.index: + if "lv_limit" not in n.global_constraints.index: return total_expansion = ( @@ -133,7 +133,7 @@ def disable_grid_expansion_if_LV_limit_hit(n): # allow small numerical differences if lv_limit - total_expansion < 1: - logger.info(f"LV is already reached, disabling expansion and LV limit") + logger.info("LV is already reached, disabling expansion and LV limit") extendable_acs = n.lines.query("s_nom_extendable").index n.lines.loc[extendable_acs, "s_nom_extendable"] = False n.lines.loc[extendable_acs, "s_nom"] = n.lines.loc[extendable_acs, "s_nom_min"] diff --git a/scripts/build_electricity_demand.py b/scripts/build_electricity_demand.py index d7d9927d..4706bf58 100755 --- a/scripts/build_electricity_demand.py +++ b/scripts/build_electricity_demand.py @@ -42,7 +42,6 @@ Outputs import logging logger = logging.getLogger(__name__) -import dateutil import numpy as np import pandas as pd from _helpers import configure_logging diff --git a/scripts/build_line_rating.py b/scripts/build_line_rating.py index 589f3656..4d45b910 100755 --- a/scripts/build_line_rating.py +++ b/scripts/build_line_rating.py @@ -50,7 +50,6 @@ With a heat balance considering the maximum temperature threshold of the transmi the maximal possible capacity factor "s_max_pu" for each transmission line at each time step is calculated. """ -import logging import re import atlite diff --git a/scripts/build_renewable_profiles.py b/scripts/build_renewable_profiles.py index f9db9271..6c450aca 100644 --- a/scripts/build_renewable_profiles.py +++ b/scripts/build_renewable_profiles.py @@ -340,7 +340,7 @@ if __name__ == "__main__": f"Completed weighted capacity factor time series calculation ({duration:2.2f}s)" ) - logger.info(f"Calculating maximal capacity per bus") + logger.info("Calculating maximal capacity per bus") p_nom_max = capacity_per_sqkm * availability @ area logger.info("Calculate average distances.") diff --git a/scripts/copy_config.py b/scripts/copy_config.py index a549d893..3dbee6a4 100644 --- a/scripts/copy_config.py +++ b/scripts/copy_config.py @@ -6,8 +6,6 @@ Copy used configuration files and important scripts for archiving. """ -from pathlib import Path -from shutil import copy import yaml diff --git a/scripts/make_summary_perfect.py b/scripts/make_summary_perfect.py index c387c6cf..93411a4c 100644 --- a/scripts/make_summary_perfect.py +++ b/scripts/make_summary_perfect.py @@ -12,15 +12,9 @@ other metrics. import numpy as np import pandas as pd import pypsa -from make_summary import ( - assign_carriers, - assign_locations, - calculate_cfs, - calculate_nodal_cfs, - calculate_nodal_costs, -) +from make_summary import assign_carriers, assign_locations from prepare_sector_network import prepare_costs -from pypsa.descriptors import get_active_assets, nominal_attrs +from pypsa.descriptors import get_active_assets from six import iteritems idx = pd.IndexSlice diff --git a/scripts/plot_network.py b/scripts/plot_network.py index 63b5d848..b34ba432 100644 --- a/scripts/plot_network.py +++ b/scripts/plot_network.py @@ -903,7 +903,6 @@ def plot_series(network, carrier="AC", name="test"): carrier, start, stop, - name, ), transparent=True, ) diff --git a/scripts/plot_summary.py b/scripts/plot_summary.py index 2a6c9f15..d29207af 100644 --- a/scripts/plot_summary.py +++ b/scripts/plot_summary.py @@ -12,7 +12,6 @@ logger = logging.getLogger(__name__) import matplotlib.gridspec as gridspec import matplotlib.pyplot as plt -import numpy as np import pandas as pd plt.style.use("ggplot") diff --git a/scripts/plot_validation_electricity_prices.py b/scripts/plot_validation_electricity_prices.py index 2a187b9f..38c9fe96 100644 --- a/scripts/plot_validation_electricity_prices.py +++ b/scripts/plot_validation_electricity_prices.py @@ -9,7 +9,6 @@ import pandas as pd import pypsa import seaborn as sns from _helpers import configure_logging -from pypsa.statistics import get_bus_and_carrier sns.set_theme("paper", style="whitegrid") diff --git a/scripts/prepare_network.py b/scripts/prepare_network.py index 632e6078..75e5daba 100755 --- a/scripts/prepare_network.py +++ b/scripts/prepare_network.py @@ -58,7 +58,6 @@ Description """ import logging -import re import numpy as np import pandas as pd diff --git a/scripts/simplify_network.py b/scripts/simplify_network.py index f88d10d4..f8629ea7 100644 --- a/scripts/simplify_network.py +++ b/scripts/simplify_network.py @@ -86,7 +86,7 @@ The rule :mod:`simplify_network` does up to four things: """ import logging -from functools import partial, reduce +from functools import reduce import numpy as np import pandas as pd diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 55704d4d..c6c1b10c 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -690,7 +690,7 @@ def add_battery_constraints(n): def add_lossy_bidirectional_link_constraints(n): - if not n.links.p_nom_extendable.any() or not "reversed" in n.links.columns: + if not n.links.p_nom_extendable.any() or "reversed" not in n.links.columns: return n.links["reversed"] = n.links.reversed.fillna(0).astype(bool) From b1d21813af24c531025d55eee19e67b30ebe1200 Mon Sep 17 00:00:00 2001 From: Fabian Date: Fri, 19 Jan 2024 10:47:58 +0100 Subject: [PATCH 493/608] fix import order --- scripts/_benchmark.py | 6 +++--- scripts/add_brownfield.py | 10 ++++------ scripts/add_existing_baseyear.py | 11 +++-------- scripts/build_biomass_potentials.py | 2 +- scripts/build_electricity_demand.py | 3 ++- scripts/build_energy_totals.py | 5 +---- scripts/build_gas_input_locations.py | 4 ++-- scripts/build_gas_network.py | 4 ++-- scripts/build_industrial_distribution_key.py | 4 +--- scripts/build_industrial_production_per_country.py | 6 ++---- scripts/build_population_layouts.py | 5 ++--- scripts/cluster_gas_network.py | 4 ++-- scripts/make_summary.py | 5 +---- scripts/plot_network.py | 3 +-- scripts/plot_summary.py | 3 +-- scripts/prepare_sector_network.py | 10 +++------- scripts/retrieve_sector_databundle.py | 5 ++--- scripts/solve_network.py | 2 +- 18 files changed, 34 insertions(+), 58 deletions(-) diff --git a/scripts/_benchmark.py b/scripts/_benchmark.py index 4e3413e9..ced102ba 100644 --- a/scripts/_benchmark.py +++ b/scripts/_benchmark.py @@ -13,15 +13,15 @@ import os import sys import time +from memory_profiler import _get_memory, choose_backend + logger = logging.getLogger(__name__) # TODO: provide alternative when multiprocessing is not available try: from multiprocessing import Pipe, Process except ImportError: - from multiprocessing.dummy import Process, Pipe - -from memory_profiler import _get_memory, choose_backend + from multiprocessing.dummy import Pipe, Process # The memory logging facilities have been adapted from memory_profiler diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index 229b8b07..ac58136a 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -8,17 +8,15 @@ Prepares brownfield data from previous planning horizon. import logging -logger = logging.getLogger(__name__) - -import pandas as pd - -idx = pd.IndexSlice - import numpy as np +import pandas as pd import pypsa from _helpers import update_config_with_sector_opts from add_existing_baseyear import add_build_year_to_new_assets +logger = logging.getLogger(__name__) +idx = pd.IndexSlice + def add_brownfield(n, n_p, year): logger.info(f"Preparing brownfield for the year {year}") diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index e7894324..c8486758 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -8,25 +8,20 @@ horizon. """ import logging - -logger = logging.getLogger(__name__) - -import pandas as pd - -idx = pd.IndexSlice - from types import SimpleNamespace import country_converter as coco import numpy as np +import pandas as pd import pypsa import xarray as xr from _helpers import update_config_with_sector_opts from add_electricity import sanitize_carriers from prepare_sector_network import cluster_heat_buses, define_spatial, prepare_costs +logger = logging.getLogger(__name__) cc = coco.CountryConverter() - +idx = pd.IndexSlice spatial = SimpleNamespace() diff --git a/scripts/build_biomass_potentials.py b/scripts/build_biomass_potentials.py index aae1fb98..b6cbbfbf 100644 --- a/scripts/build_biomass_potentials.py +++ b/scripts/build_biomass_potentials.py @@ -9,11 +9,11 @@ using data from JRC ENSPRESO. import logging -logger = logging.getLogger(__name__) import geopandas as gpd import numpy as np import pandas as pd +logger = logging.getLogger(__name__) AVAILABLE_BIOMASS_YEARS = [2010, 2020, 2030, 2040, 2050] diff --git a/scripts/build_electricity_demand.py b/scripts/build_electricity_demand.py index 4706bf58..a08055ba 100755 --- a/scripts/build_electricity_demand.py +++ b/scripts/build_electricity_demand.py @@ -41,12 +41,13 @@ Outputs import logging -logger = logging.getLogger(__name__) import numpy as np import pandas as pd from _helpers import configure_logging from pandas import Timedelta as Delta +logger = logging.getLogger(__name__) + def load_timeseries(fn, years, countries, powerstatistics=True): """ diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index 80c5d442..39b2a1be 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -7,9 +7,6 @@ Build total energy demands per country using JRC IDEES, eurostat, and EEA data. """ import logging - -logger = logging.getLogger(__name__) - import multiprocessing as mp from functools import partial @@ -21,7 +18,7 @@ from _helpers import mute_print from tqdm import tqdm cc = coco.CountryConverter() - +logger = logging.getLogger(__name__) idx = pd.IndexSlice diff --git a/scripts/build_gas_input_locations.py b/scripts/build_gas_input_locations.py index 9ad3760d..0c9e4c4b 100644 --- a/scripts/build_gas_input_locations.py +++ b/scripts/build_gas_input_locations.py @@ -9,12 +9,12 @@ production sites with data from SciGRID_gas and Global Energy Monitor. import logging -logger = logging.getLogger(__name__) - import geopandas as gpd import pandas as pd from cluster_gas_network import load_bus_regions +logger = logging.getLogger(__name__) + def read_scigrid_gas(fn): df = gpd.read_file(fn) diff --git a/scripts/build_gas_network.py b/scripts/build_gas_network.py index 92e686cd..8df7744d 100644 --- a/scripts/build_gas_network.py +++ b/scripts/build_gas_network.py @@ -9,13 +9,13 @@ Preprocess gas network based on data from bthe SciGRID_gas project import logging -logger = logging.getLogger(__name__) - import geopandas as gpd import pandas as pd from pypsa.geo import haversine_pts from shapely.geometry import Point +logger = logging.getLogger(__name__) + def diameter_to_capacity(pipe_diameter_mm): """ diff --git a/scripts/build_industrial_distribution_key.py b/scripts/build_industrial_distribution_key.py index e6d515b0..08de3bae 100644 --- a/scripts/build_industrial_distribution_key.py +++ b/scripts/build_industrial_distribution_key.py @@ -7,9 +7,6 @@ Build spatial distribution of industries from Hotmaps database. """ import logging - -logger = logging.getLogger(__name__) - import uuid from itertools import product @@ -18,6 +15,7 @@ import geopandas as gpd import pandas as pd from packaging.version import Version, parse +logger = logging.getLogger(__name__) cc = coco.CountryConverter() diff --git a/scripts/build_industrial_production_per_country.py b/scripts/build_industrial_production_per_country.py index 74cb1949..0aea4f15 100644 --- a/scripts/build_industrial_production_per_country.py +++ b/scripts/build_industrial_production_per_country.py @@ -7,11 +7,8 @@ Build industrial production per country. """ import logging -from functools import partial - -logger = logging.getLogger(__name__) - import multiprocessing as mp +from functools import partial import country_converter as coco import numpy as np @@ -19,6 +16,7 @@ import pandas as pd from _helpers import mute_print from tqdm import tqdm +logger = logging.getLogger(__name__) cc = coco.CountryConverter() tj_to_ktoe = 0.0238845 diff --git a/scripts/build_population_layouts.py b/scripts/build_population_layouts.py index e864d925..3e2b77d4 100644 --- a/scripts/build_population_layouts.py +++ b/scripts/build_population_layouts.py @@ -8,15 +8,14 @@ Build mapping between cutout grid cells and population (total, urban, rural). import logging -logger = logging.getLogger(__name__) - - import atlite import geopandas as gpd import numpy as np import pandas as pd import xarray as xr +logger = logging.getLogger(__name__) + if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake diff --git a/scripts/cluster_gas_network.py b/scripts/cluster_gas_network.py index e7554dff..b8da5012 100755 --- a/scripts/cluster_gas_network.py +++ b/scripts/cluster_gas_network.py @@ -8,14 +8,14 @@ Cluster gas transmission network to clustered model regions. import logging -logger = logging.getLogger(__name__) - import geopandas as gpd import pandas as pd from packaging.version import Version, parse from pypsa.geo import haversine_pts from shapely import wkt +logger = logging.getLogger(__name__) + def concat_gdf(gdf_list, crs="EPSG:4326"): """ diff --git a/scripts/make_summary.py b/scripts/make_summary.py index 7223f4d5..7f08b678 100644 --- a/scripts/make_summary.py +++ b/scripts/make_summary.py @@ -8,9 +8,6 @@ capacity factors, curtailment, energy balances, prices and other metrics. """ import logging - -logger = logging.getLogger(__name__) - import sys import numpy as np @@ -19,7 +16,7 @@ import pypsa from prepare_sector_network import prepare_costs idx = pd.IndexSlice - +logger = logging.getLogger(__name__) opt_name = {"Store": "e", "Line": "s", "Transformer": "s"} diff --git a/scripts/plot_network.py b/scripts/plot_network.py index b34ba432..d8c17587 100644 --- a/scripts/plot_network.py +++ b/scripts/plot_network.py @@ -13,8 +13,6 @@ nodes. import logging -logger = logging.getLogger(__name__) - import cartopy.crs as ccrs import geopandas as gpd import matplotlib.pyplot as plt @@ -24,6 +22,7 @@ from make_summary import assign_carriers from plot_summary import preferred_order, rename_techs from pypsa.plot import add_legend_circles, add_legend_lines, add_legend_patches +logger = logging.getLogger(__name__) plt.style.use(["ggplot"]) diff --git a/scripts/plot_summary.py b/scripts/plot_summary.py index d29207af..7e2c955d 100644 --- a/scripts/plot_summary.py +++ b/scripts/plot_summary.py @@ -8,12 +8,11 @@ Creates plots from summary CSV files. import logging -logger = logging.getLogger(__name__) - import matplotlib.gridspec as gridspec import matplotlib.pyplot as plt import pandas as pd +logger = logging.getLogger(__name__) plt.style.use("ggplot") from prepare_sector_network import co2_emissions_year diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 3be2bdac..21291d7e 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -11,6 +11,7 @@ import logging import os import re from itertools import product +from types import SimpleNamespace import networkx as nx import numpy as np @@ -22,18 +23,13 @@ from add_electricity import calculate_annuity, sanitize_carriers from build_energy_totals import build_co2_totals, build_eea_co2, build_eurostat_co2 from networkx.algorithms import complement from networkx.algorithms.connectivity.edge_augmentation import k_edge_augmentation +from packaging.version import Version, parse from pypsa.geo import haversine_pts from pypsa.io import import_components_from_dataframe from scipy.stats import beta -logger = logging.getLogger(__name__) - -from types import SimpleNamespace - spatial = SimpleNamespace() - -from packaging.version import Version, parse - +logger = logging.getLogger(__name__) pd_version = parse(pd.__version__) agg_group_kwargs = dict(numeric_only=False) if pd_version >= Version("1.3") else {} diff --git a/scripts/retrieve_sector_databundle.py b/scripts/retrieve_sector_databundle.py index cb6cc969..5baf2c56 100644 --- a/scripts/retrieve_sector_databundle.py +++ b/scripts/retrieve_sector_databundle.py @@ -7,14 +7,13 @@ Retrieve and extract data bundle for sector-coupled studies. """ import logging - -logger = logging.getLogger(__name__) - import tarfile from pathlib import Path from _helpers import configure_logging, progress_retrieve, validate_checksum +logger = logging.getLogger(__name__) + if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake diff --git a/scripts/solve_network.py b/scripts/solve_network.py index c6c1b10c..4a1e27f9 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -39,10 +39,10 @@ import xarray as xr from _benchmark import memory_logger from _helpers import configure_logging, get_opt, update_config_with_sector_opts from pypsa.descriptors import get_activity_mask +from pypsa.descriptors import get_switchable_as_dense as get_as_dense logger = logging.getLogger(__name__) pypsa.pf.logger.setLevel(logging.WARNING) -from pypsa.descriptors import get_switchable_as_dense as get_as_dense def add_land_use_constraint(n, planning_horizons, config): From 025688bf70b50c182cd17fa358cc39c07604cdee Mon Sep 17 00:00:00 2001 From: Fabian Date: Fri, 19 Jan 2024 12:16:07 +0100 Subject: [PATCH 494/608] refactor and fix remaining linting problems --- scripts/_helpers.py | 24 +++++++++++++++---- scripts/add_electricity.py | 10 ++++---- scripts/build_biomass_transport_costs.py | 5 ++++ scripts/build_clustered_population_layouts.py | 2 +- scripts/build_gas_input_locations.py | 15 +++++++----- scripts/build_heat_demand.py | 2 +- scripts/build_industrial_distribution_key.py | 4 ++-- scripts/build_line_rating.py | 2 +- scripts/build_population_layouts.py | 2 +- scripts/build_retro_cost.py | 12 +++++----- scripts/build_temperature_profiles.py | 2 +- scripts/cluster_network.py | 5 +--- scripts/make_summary.py | 4 ---- scripts/plot_network.py | 3 +-- scripts/plot_summary.py | 3 +-- scripts/prepare_network.py | 2 +- scripts/prepare_perfect_foresight.py | 4 ++-- scripts/prepare_sector_network.py | 6 ++--- scripts/retrieve_monthly_fuel_prices.py | 5 ++-- scripts/solve_network.py | 4 ++-- 20 files changed, 64 insertions(+), 52 deletions(-) diff --git a/scripts/_helpers.py b/scripts/_helpers.py index 67b20877..d84f025b 100644 --- a/scripts/_helpers.py +++ b/scripts/_helpers.py @@ -360,8 +360,24 @@ def generate_periodic_profiles(dt_index, nodes, weekly_profile, localize=None): return week_df -def parse(l): - return yaml.safe_load(l[0]) if len(l) == 1 else {l.pop(0): parse(l)} +def parse(infix): + """ + Recursively parse a list into a dictionary or a YAML object. + + Parameters + ---------- + list_to_parse : list + The list to parse. + + Returns + ------- + dict or YAML object + The parsed list. + """ + if len(infix) == 1: + return yaml.safe_load(infix[0]) + else: + return {infix[0]: parse(infix[1:])} def update_config_with_sector_opts(config, sector_opts): @@ -369,8 +385,8 @@ def update_config_with_sector_opts(config, sector_opts): for o in sector_opts.split("-"): if o.startswith("CF+"): - l = o.split("+")[1:] - update_config(config, parse(l)) + infix = o.split("+")[1:] + update_config(config, parse(infix)) def get_checksum_from_zenodo(file_url): diff --git a/scripts/add_electricity.py b/scripts/add_electricity.py index e626f456..c9e5abca 100755 --- a/scripts/add_electricity.py +++ b/scripts/add_electricity.py @@ -294,10 +294,10 @@ def attach_load(n, regions, load, nuts3_shapes, ua_md_gdp, countries, scaling=1. nuts3 = gpd.read_file(nuts3_shapes).set_index("index") def upsample(cntry, group): - l = opsd_load[cntry] + load = opsd_load[cntry] if len(group) == 1: - return pd.DataFrame({group.index[0]: l}) + return pd.DataFrame({group.index[0]: load}) nuts3_cntry = nuts3.loc[nuts3.country == cntry] transfer = shapes_to_shapes(group, nuts3_cntry.geometry).T.tocsr() gdp_n = pd.Series( @@ -314,8 +314,8 @@ def attach_load(n, regions, load, nuts3_shapes, ua_md_gdp, countries, scaling=1. # overwrite factor because nuts3 provides no data for UA+MD factors = normed(ua_md_gdp.loc[group.index, "GDP_PPP"].squeeze()) return pd.DataFrame( - factors.values * l.values[:, np.newaxis], - index=l.index, + factors.values * load.values[:, np.newaxis], + index=load.index, columns=factors.index, ) @@ -622,7 +622,7 @@ def attach_hydro(n, costs, ppl, profile_hydro, hydro_capacities, carriers, **par hydro.max_hours > 0, hydro.country.map(max_hours_country) ).fillna(6) - if flatten_dispatch := params.get("flatten_dispatch", False): + if params.get("flatten_dispatch", False): buffer = params.get("flatten_dispatch_buffer", 0.2) average_capacity_factor = inflow_t[hydro.index].mean() / hydro["p_nom"] p_max_pu = (average_capacity_factor + buffer).clip(upper=1) diff --git a/scripts/build_biomass_transport_costs.py b/scripts/build_biomass_transport_costs.py index 9271b600..05b64519 100644 --- a/scripts/build_biomass_transport_costs.py +++ b/scripts/build_biomass_transport_costs.py @@ -80,4 +80,9 @@ def build_biomass_transport_costs(): if __name__ == "__main__": + if "snakemake" not in globals(): + from _helpers import mock_snakemake + + snakemake = mock_snakemake("build_biomass_transport_costs") + build_biomass_transport_costs() diff --git a/scripts/build_clustered_population_layouts.py b/scripts/build_clustered_population_layouts.py index 2f237656..f1d386bd 100644 --- a/scripts/build_clustered_population_layouts.py +++ b/scripts/build_clustered_population_layouts.py @@ -28,7 +28,7 @@ if __name__ == "__main__": gpd.read_file(snakemake.input.regions_onshore).set_index("name").buffer(0) ) - I = cutout.indicatormatrix(clustered_regions) + I = cutout.indicatormatrix(clustered_regions) # noqa: E741 pop = {} for item in ["total", "urban", "rural"]: diff --git a/scripts/build_gas_input_locations.py b/scripts/build_gas_input_locations.py index 0c9e4c4b..d8727063 100644 --- a/scripts/build_gas_input_locations.py +++ b/scripts/build_gas_input_locations.py @@ -27,8 +27,11 @@ def build_gem_lng_data(fn): df = pd.read_excel(fn[0], sheet_name="LNG terminals - data") df = df.set_index("ComboID") - remove_country = ["Cyprus", "Turkey"] - remove_terminal = ["Puerto de la Luz LNG Terminal", "Gran Canaria LNG Terminal"] + remove_country = ["Cyprus", "Turkey"] # noqa: F841 + remove_terminal = [ + "Puerto de la Luz LNG Terminal", + "Gran Canaria LNG Terminal", + ] # noqa: F841 df = df.query( "Status != 'Cancelled' \ @@ -45,8 +48,8 @@ def build_gem_prod_data(fn): df = pd.read_excel(fn[0], sheet_name="Gas extraction - main") df = df.set_index("GEM Unit ID") - remove_country = ["Cyprus", "Türkiye"] - remove_fuel_type = ["oil"] + remove_country = ["Cyprus", "Türkiye"] # noqa: F841 + remove_fuel_type = ["oil"] # noqa: F841 df = df.query( "Status != 'shut in' \ @@ -96,8 +99,8 @@ def build_gas_input_locations(gem_fn, entry_fn, sto_fn, countries): ] sto = read_scigrid_gas(sto_fn) - remove_country = ["RU", "UA", "TR", "BY"] - sto = sto.query("country_code != @remove_country") + remove_country = ["RU", "UA", "TR", "BY"] # noqa: F841 + sto = sto.query("country_code not in @remove_country") # production sites inside the model scope prod = build_gem_prod_data(gem_fn) diff --git a/scripts/build_heat_demand.py b/scripts/build_heat_demand.py index 77768404..b983f125 100644 --- a/scripts/build_heat_demand.py +++ b/scripts/build_heat_demand.py @@ -34,7 +34,7 @@ if __name__ == "__main__": gpd.read_file(snakemake.input.regions_onshore).set_index("name").buffer(0) ) - I = cutout.indicatormatrix(clustered_regions) + I = cutout.indicatormatrix(clustered_regions) # noqa: E741 pop_layout = xr.open_dataarray(snakemake.input.pop_layout) diff --git a/scripts/build_industrial_distribution_key.py b/scripts/build_industrial_distribution_key.py index 08de3bae..fe7cf0c1 100644 --- a/scripts/build_industrial_distribution_key.py +++ b/scripts/build_industrial_distribution_key.py @@ -30,7 +30,7 @@ def locate_missing_industrial_sites(df): try: from geopy.extra.rate_limiter import RateLimiter from geopy.geocoders import Nominatim - except: + except ImportError: raise ModuleNotFoundError( "Optional dependency 'geopy' not found." "Install via 'conda install -c conda-forge geopy'" @@ -99,7 +99,7 @@ def prepare_hotmaps_database(regions): # get all duplicated entries duplicated_i = gdf.index[gdf.index.duplicated()] # convert from raw data country name to iso-2-code - code = cc.convert(gdf.loc[duplicated_i, "Country"], to="iso2") + code = cc.convert(gdf.loc[duplicated_i, "Country"], to="iso2") # noqa: F841 # screen out malformed country allocation gdf_filtered = gdf.loc[duplicated_i].query("country == @code") # concat not duplicated and filtered gdf diff --git a/scripts/build_line_rating.py b/scripts/build_line_rating.py index 4d45b910..5b4cd6b3 100755 --- a/scripts/build_line_rating.py +++ b/scripts/build_line_rating.py @@ -98,7 +98,7 @@ def calculate_line_rating(n, cutout): ------- xarray DataArray object with maximal power. """ - relevant_lines = n.lines[(n.lines["underground"] == False)] + relevant_lines = n.lines[~n.lines["underground"]] buses = relevant_lines[["bus0", "bus1"]].values x = n.buses.x y = n.buses.y diff --git a/scripts/build_population_layouts.py b/scripts/build_population_layouts.py index 3e2b77d4..e215e6c0 100644 --- a/scripts/build_population_layouts.py +++ b/scripts/build_population_layouts.py @@ -33,7 +33,7 @@ if __name__ == "__main__": nuts3 = gpd.read_file(snakemake.input.nuts3_shapes).set_index("index") # Indicator matrix NUTS3 -> grid cells - I = atlite.cutout.compute_indicatormatrix(nuts3.geometry, grid_cells) + I = atlite.cutout.compute_indicatormatrix(nuts3.geometry, grid_cells) # noqa: E741 # Indicator matrix grid_cells -> NUTS3; inprinciple Iinv*I is identity # but imprecisions mean not perfect diff --git a/scripts/build_retro_cost.py b/scripts/build_retro_cost.py index d2aae140..67440263 100755 --- a/scripts/build_retro_cost.py +++ b/scripts/build_retro_cost.py @@ -554,7 +554,7 @@ def prepare_temperature_data(): # windows --------------------------------------------------------------- -def window_limit(l, window_assumptions): +def window_limit(l, window_assumptions): # noqa: E741 """ Define limit u value from which on window is retrofitted. """ @@ -567,7 +567,7 @@ def window_limit(l, window_assumptions): return m * l + a -def u_retro_window(l, window_assumptions): +def u_retro_window(l, window_assumptions): # noqa: E741 """ Define retrofitting value depending on renovation strength. """ @@ -580,7 +580,7 @@ def u_retro_window(l, window_assumptions): return max(m * l + a, 0.8) -def window_cost(u, cost_retro, window_assumptions): +def window_cost(u, cost_retro, window_assumptions): # noqa: E741 """ Get costs for new windows depending on u value. """ @@ -600,7 +600,7 @@ def window_cost(u, cost_retro, window_assumptions): return window_cost -def calculate_costs(u_values, l, cost_retro, window_assumptions): +def calculate_costs(u_values, l, cost_retro, window_assumptions): # noqa: E741 """ Returns costs for a given retrofitting strength weighted by the average surface/volume ratio of the component for each building type. @@ -626,7 +626,7 @@ def calculate_costs(u_values, l, cost_retro, window_assumptions): ) -def calculate_new_u(u_values, l, l_weight, window_assumptions, k=0.035): +def calculate_new_u(u_values, l, l_weight, window_assumptions, k=0.035): # noqa: E741 """ Calculate U-values after building retrofitting, depending on the old U-values (u_values). This is for simple insulation measuers, adding an @@ -746,7 +746,7 @@ def calculate_heat_losses(u_values, data_tabula, l_strength, temperature_factor) """ # (1) by transmission # calculate new U values of building elements due to additional insulation - for l in l_strength: + for l in l_strength: # noqa: E741 u_values[f"new_U_{l}"] = calculate_new_u( u_values, l, l_weight, window_assumptions ) diff --git a/scripts/build_temperature_profiles.py b/scripts/build_temperature_profiles.py index a13ec3c2..02fa4a71 100644 --- a/scripts/build_temperature_profiles.py +++ b/scripts/build_temperature_profiles.py @@ -34,7 +34,7 @@ if __name__ == "__main__": gpd.read_file(snakemake.input.regions_onshore).set_index("name").buffer(0) ) - I = cutout.indicatormatrix(clustered_regions) + I = cutout.indicatormatrix(clustered_regions) # noqa: E741 pop_layout = xr.open_dataarray(snakemake.input.pop_layout) diff --git a/scripts/cluster_network.py b/scripts/cluster_network.py index 28f08396..01af29aa 100644 --- a/scripts/cluster_network.py +++ b/scripts/cluster_network.py @@ -133,6 +133,7 @@ import pyomo.environ as po import pypsa import seaborn as sns from _helpers import configure_logging, update_p_nom_max +from add_electricity import load_costs from pypsa.clustering.spatial import ( busmap_by_greedy_modularity, busmap_by_hac, @@ -141,11 +142,7 @@ from pypsa.clustering.spatial import ( ) warnings.filterwarnings(action="ignore", category=UserWarning) - -from add_electricity import load_costs - idx = pd.IndexSlice - logger = logging.getLogger(__name__) diff --git a/scripts/make_summary.py b/scripts/make_summary.py index 7f08b678..0fab5367 100644 --- a/scripts/make_summary.py +++ b/scripts/make_summary.py @@ -506,10 +506,6 @@ def calculate_weighted_prices(n, label, weighted_prices): if carrier in ["H2", "gas"]: load = pd.DataFrame(index=n.snapshots, columns=buses, data=0.0) - elif carrier[:5] == "space": - load = heat_demand_df[buses.str[:2]].rename( - columns=lambda i: str(i) + suffix - ) else: load = n.loads_t.p_set[buses] diff --git a/scripts/plot_network.py b/scripts/plot_network.py index d8c17587..6a3783e7 100644 --- a/scripts/plot_network.py +++ b/scripts/plot_network.py @@ -895,8 +895,7 @@ def plot_series(network, carrier="AC", name="test"): fig.tight_layout() fig.savefig( - "{}/{RDIR}maps/series-{}-{}-{}-{}-{}.pdf".format( - "results", + "results/{}maps/series-{}-{}-{}-{}.pdf".format( snakemake.params.RDIR, snakemake.wildcards["ll"], carrier, diff --git a/scripts/plot_summary.py b/scripts/plot_summary.py index 7e2c955d..b2ec0892 100644 --- a/scripts/plot_summary.py +++ b/scripts/plot_summary.py @@ -11,12 +11,11 @@ import logging import matplotlib.gridspec as gridspec import matplotlib.pyplot as plt import pandas as pd +from prepare_sector_network import co2_emissions_year logger = logging.getLogger(__name__) plt.style.use("ggplot") -from prepare_sector_network import co2_emissions_year - # consolidate and rename def rename_techs(label): diff --git a/scripts/prepare_network.py b/scripts/prepare_network.py index 75e5daba..5652dc6e 100755 --- a/scripts/prepare_network.py +++ b/scripts/prepare_network.py @@ -194,7 +194,7 @@ def apply_time_segmentation(n, segments, solver_name="cbc"): logger.info(f"Aggregating time series to {segments} segments.") try: import tsam.timeseriesaggregation as tsam - except: + except ImportError: raise ModuleNotFoundError( "Optional dependency 'tsam' not found." "Install via 'pip install tsam'" ) diff --git a/scripts/prepare_perfect_foresight.py b/scripts/prepare_perfect_foresight.py index 00f23fab..1c3a0ebe 100644 --- a/scripts/prepare_perfect_foresight.py +++ b/scripts/prepare_perfect_foresight.py @@ -305,7 +305,7 @@ def set_carbon_constraints(n, opts): m = re.match(r"^\d+p\d$", o, re.IGNORECASE) if m is not None: budget = snakemake.config["co2_budget"][m.group(0)] * 1e9 - if budget != None: + if budget is not None: logger.info(f"add carbon budget of {budget}") n.add( "GlobalConstraint", @@ -428,7 +428,7 @@ def apply_time_segmentation_perfect( """ try: import tsam.timeseriesaggregation as tsam - except: + except ImportError: raise ModuleNotFoundError( "Optional dependency 'tsam' not found." "Install via 'pip install tsam'" ) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 21291d7e..4d36e7d4 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -183,8 +183,6 @@ def define_spatial(nodes, options): return spatial -from types import SimpleNamespace - spatial = SimpleNamespace() @@ -1472,7 +1470,6 @@ def add_land_transport(n, costs): # TODO options? logger.info("Add land transport") - nhours = n.snapshot_weightings.generators.sum() transport = pd.read_csv( snakemake.input.transport_demand, index_col=0, parse_dates=True @@ -3120,6 +3117,7 @@ def add_waste_heat(n): # TODO options? logger.info("Add possibility to use industrial waste heat in district heating") + cf_industry = snakemake.params.industry # AC buses with district heating urban_central = n.buses.index[n.buses.carrier == "urban central heat"] @@ -3480,7 +3478,7 @@ def apply_time_segmentation( """ try: import tsam.timeseriesaggregation as tsam - except: + except ImportError: raise ModuleNotFoundError( "Optional dependency 'tsam' not found." "Install via 'pip install tsam'" ) diff --git a/scripts/retrieve_monthly_fuel_prices.py b/scripts/retrieve_monthly_fuel_prices.py index 11e351ce..e64066cb 100644 --- a/scripts/retrieve_monthly_fuel_prices.py +++ b/scripts/retrieve_monthly_fuel_prices.py @@ -7,13 +7,12 @@ Retrieve monthly fuel prices from Destatis. """ import logging - -logger = logging.getLogger(__name__) - from pathlib import Path from _helpers import configure_logging, progress_retrieve +logger = logging.getLogger(__name__) + if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 4a1e27f9..1c37bfd2 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -572,7 +572,7 @@ def add_SAFE_constraints(n, config): peakdemand = n.loads_t.p_set.sum(axis=1).max() margin = 1.0 + config["electricity"]["SAFE_reservemargin"] reserve_margin = peakdemand * margin - conventional_carriers = config["electricity"]["conventional_carriers"] + conventional_carriers = config["electricity"]["conventional_carriers"] # noqa: F841 ext_gens_i = n.generators.query( "carrier in @conventional_carriers & p_nom_extendable" ).index @@ -694,7 +694,7 @@ def add_lossy_bidirectional_link_constraints(n): return n.links["reversed"] = n.links.reversed.fillna(0).astype(bool) - carriers = n.links.loc[n.links.reversed, "carrier"].unique() + carriers = n.links.loc[n.links.reversed, "carrier"].unique() # noqa: F841 forward_i = n.links.query( "carrier in @carriers and ~reversed and p_nom_extendable" From 1ffb28b3fc4661c60d5a0a314cd8a94fb7a4268e Mon Sep 17 00:00:00 2001 From: Fabian Date: Fri, 19 Jan 2024 12:23:29 +0100 Subject: [PATCH 495/608] helpers: parse: fix docstring and take original implementation --- scripts/_helpers.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/scripts/_helpers.py b/scripts/_helpers.py index d84f025b..3173671d 100644 --- a/scripts/_helpers.py +++ b/scripts/_helpers.py @@ -362,7 +362,8 @@ def generate_periodic_profiles(dt_index, nodes, weekly_profile, localize=None): def parse(infix): """ - Recursively parse a list into a dictionary or a YAML object. + Recursively parse a chained wildcard expression into a dictionary or a YAML + object. Parameters ---------- @@ -377,7 +378,7 @@ def parse(infix): if len(infix) == 1: return yaml.safe_load(infix[0]) else: - return {infix[0]: parse(infix[1:])} + return {infix.pop(0): parse(infix)} def update_config_with_sector_opts(config, sector_opts): From d0cb57e9ab743d7099ccfbea2266788a9b02cb97 Mon Sep 17 00:00:00 2001 From: Fabian Date: Fri, 19 Jan 2024 12:37:07 +0100 Subject: [PATCH 496/608] make_summary_perfect: reinsert calclulate_<> functions --- scripts/build_gas_input_locations.py | 4 ++-- scripts/make_summary_perfect.py | 3 +++ 2 files changed, 5 insertions(+), 2 deletions(-) diff --git a/scripts/build_gas_input_locations.py b/scripts/build_gas_input_locations.py index d8727063..081f74b9 100644 --- a/scripts/build_gas_input_locations.py +++ b/scripts/build_gas_input_locations.py @@ -28,10 +28,10 @@ def build_gem_lng_data(fn): df = df.set_index("ComboID") remove_country = ["Cyprus", "Turkey"] # noqa: F841 - remove_terminal = [ + remove_terminal = [ # noqa: F841 "Puerto de la Luz LNG Terminal", "Gran Canaria LNG Terminal", - ] # noqa: F841 + ] df = df.query( "Status != 'Cancelled' \ diff --git a/scripts/make_summary_perfect.py b/scripts/make_summary_perfect.py index 93411a4c..555e5da5 100644 --- a/scripts/make_summary_perfect.py +++ b/scripts/make_summary_perfect.py @@ -12,6 +12,9 @@ other metrics. import numpy as np import pandas as pd import pypsa +from make_summary import calculate_cfs # noqa: F401 +from make_summary import calculate_nodal_cfs # noqa: F401 +from make_summary import calculate_nodal_costs # noqa: F401 from make_summary import assign_carriers, assign_locations from prepare_sector_network import prepare_costs from pypsa.descriptors import get_active_assets From 9b3e68a6a8c297f40accef7bfa9e2deb6d217dcd Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 19 Jan 2024 16:58:05 +0100 Subject: [PATCH 497/608] correctly retrieve solver threads and add back memory logfile --- rules/solve_overnight.smk | 12 +++++++----- 1 file changed, 7 insertions(+), 5 deletions(-) diff --git a/rules/solve_overnight.smk b/rules/solve_overnight.smk index a3fed042..ae3a34d4 100644 --- a/rules/solve_overnight.smk +++ b/rules/solve_overnight.smk @@ -22,11 +22,13 @@ rule solve_sector_network: shadow: "shallow" log: - solver=LOGS - + "elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}_solver.log", - python=LOGS - + "elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}_python.log", - threads: config["solving"]["solver"].get("threads", 4) + solver=RESULTS + + "logs/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}_solver.log", + memory=RESULTS + + "logs/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}_memory.log", + python=RESULTS + + "logs/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}_python.log", + threads: config["solving"]["solver_options"][config["solving"]["solver"]["options"]].get("threads", 4) resources: mem_mb=config["solving"]["mem"], walltime=config["solving"].get("walltime", "12:00:00"), From 01c1b9161b85e068900a7f1d2711696d8957d729 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 19 Jan 2024 16:59:39 +0100 Subject: [PATCH 498/608] COPT solver provide sensible default settings --- config/config.default.yaml | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/config/config.default.yaml b/config/config.default.yaml index 661f855e..d071f73f 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -755,6 +755,10 @@ solving: solutiontype: 2 # non basic solution, ie no crossover barrier.convergetol: 1.e-5 feasopt.tolerance: 1.e-6 + copt-default: + Threads: 8 + LpMethod: 2 + Crossover: 0 cbc-default: {} # Used in CI glpk-default: {} # Used in CI From 58b012e03dbc7da4701f77f390827fa10b13c680 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 19 Jan 2024 16:00:19 +0000 Subject: [PATCH 499/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/solve_overnight.smk | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/rules/solve_overnight.smk b/rules/solve_overnight.smk index ae3a34d4..39778162 100644 --- a/rules/solve_overnight.smk +++ b/rules/solve_overnight.smk @@ -28,7 +28,9 @@ rule solve_sector_network: + "logs/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}_memory.log", python=RESULTS + "logs/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}_python.log", - threads: config["solving"]["solver_options"][config["solving"]["solver"]["options"]].get("threads", 4) + threads: config["solving"]["solver_options"][config["solving"]["solver"]["options"]].get( + "threads", 4 +) resources: mem_mb=config["solving"]["mem"], walltime=config["solving"].get("walltime", "12:00:00"), From 77f49d44042921feb17173652e6e47de0f138941 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 19 Jan 2024 19:00:33 +0100 Subject: [PATCH 500/608] update technology-data to 0.6.2 by default --- config/config.default.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index d071f73f..6349f43e 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -625,7 +625,7 @@ industry: # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#costs costs: year: 2030 - version: v0.6.0 + version: v0.6.2 rooftop_share: 0.14 # based on the potentials, assuming (0.1 kW/m2 and 10 m2/person) social_discountrate: 0.02 fill_values: From fbff32dcfcba57fab3cfaea1e10ae76f1cad75f1 Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Fri, 12 Jan 2024 16:42:12 +0100 Subject: [PATCH 501/608] build_pop_weighted_energy: don't reduce district heat share Previously the DH share was being multiplied by the population weighting, reducing the DH share with multiple nodes. --- scripts/build_population_weighted_energy_totals.py | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/scripts/build_population_weighted_energy_totals.py b/scripts/build_population_weighted_energy_totals.py index 879e3b9b..20467f72 100644 --- a/scripts/build_population_weighted_energy_totals.py +++ b/scripts/build_population_weighted_energy_totals.py @@ -26,4 +26,9 @@ if __name__ == "__main__": nodal_energy_totals.index = pop_layout.index nodal_energy_totals = nodal_energy_totals.multiply(pop_layout.fraction, axis=0) + # district heating share should not be divided by population fraction + dh_share = energy_totals["district heat share"].loc[pop_layout.ct].fillna(0.0) + dh_share.index = pop_layout.index + nodal_energy_totals["district heat share"] = dh_share + nodal_energy_totals.to_csv(snakemake.output[0]) From 6c20ce83d7f0fd509013cc8d060a4bb91fd2c879 Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Mon, 15 Jan 2024 16:47:19 +0100 Subject: [PATCH 502/608] move building of daily heat profile to its own script Previously this was handled inside prepare_sector_network.py. --- rules/build_sector.smk | 36 +++++++--- ...t_demand.py => build_daily_heat_demand.py} | 0 scripts/build_hourly_heat_demand.py | 69 +++++++++++++++++++ scripts/prepare_sector_network.py | 29 ++------ 4 files changed, 102 insertions(+), 32 deletions(-) rename scripts/{build_heat_demand.py => build_daily_heat_demand.py} (100%) create mode 100644 scripts/build_hourly_heat_demand.py diff --git a/rules/build_sector.smk b/rules/build_sector.smk index 4744aa25..efaff2a3 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -123,7 +123,7 @@ rule cluster_gas_network: "../scripts/cluster_gas_network.py" -rule build_heat_demands: +rule build_daily_heat_demand: params: snapshots={k: config["snapshots"][k] for k in ["start", "end", "inclusive"]}, input: @@ -131,18 +131,39 @@ rule build_heat_demands: regions_onshore=RESOURCES + "regions_onshore_elec_s{simpl}_{clusters}.geojson", cutout="cutouts/" + CDIR + config["atlite"]["default_cutout"] + ".nc", output: - heat_demand=RESOURCES + "heat_demand_{scope}_elec_s{simpl}_{clusters}.nc", + heat_demand=RESOURCES + "daily_heat_demand_{scope}_elec_s{simpl}_{clusters}.nc", resources: mem_mb=20000, threads: 8 log: - LOGS + "build_heat_demands_{scope}_{simpl}_{clusters}.loc", + LOGS + "build_daily_heat_demand_{scope}_{simpl}_{clusters}.loc", benchmark: - BENCHMARKS + "build_heat_demands/{scope}_s{simpl}_{clusters}" + BENCHMARKS + "build_daily_heat_demand/{scope}_s{simpl}_{clusters}" conda: "../envs/environment.yaml" script: - "../scripts/build_heat_demand.py" + "../scripts/build_daily_heat_demand.py" + + +rule build_hourly_heat_demand: + params: + snapshots=config["snapshots"], + input: + heat_profile="data/heat_load_profile_BDEW.csv", + heat_demand=RESOURCES + "daily_heat_demand_{scope}_elec_s{simpl}_{clusters}.nc", + output: + heat_demand=RESOURCES + "hourly_heat_demand_{scope}_elec_s{simpl}_{clusters}.nc", + resources: + mem_mb=2000, + threads: 8 + log: + LOGS + "build_hourly_heat_demand_{scope}_{simpl}_{clusters}.loc", + benchmark: + BENCHMARKS + "build_hourly_heat_demand/{scope}_s{simpl}_{clusters}" + conda: + "../envs/environment.yaml" + script: + "../scripts/build_hourly_heat_demand.py" rule build_temperature_profiles: @@ -727,7 +748,6 @@ rule prepare_sector_network: if config["foresight"] == "overnight" else RESOURCES + "biomass_potentials_s{simpl}_{clusters}_{planning_horizons}.csv", - heat_profile="data/heat_load_profile_BDEW.csv", costs="data/costs_{}.csv".format(config["costs"]["year"]) if config["foresight"] == "overnight" else "data/costs_{planning_horizons}.csv", @@ -740,9 +760,7 @@ rule prepare_sector_network: simplified_pop_layout=RESOURCES + "pop_layout_elec_s{simpl}.csv", industrial_demand=RESOURCES + "industrial_energy_demand_elec_s{simpl}_{clusters}_{planning_horizons}.csv", - heat_demand_urban=RESOURCES + "heat_demand_urban_elec_s{simpl}_{clusters}.nc", - heat_demand_rural=RESOURCES + "heat_demand_rural_elec_s{simpl}_{clusters}.nc", - heat_demand_total=RESOURCES + "heat_demand_total_elec_s{simpl}_{clusters}.nc", + hourly_heat_demand_total=RESOURCES + "hourly_heat_demand_total_elec_s{simpl}_{clusters}.nc", temp_soil_total=RESOURCES + "temp_soil_total_elec_s{simpl}_{clusters}.nc", temp_soil_rural=RESOURCES + "temp_soil_rural_elec_s{simpl}_{clusters}.nc", temp_soil_urban=RESOURCES + "temp_soil_urban_elec_s{simpl}_{clusters}.nc", diff --git a/scripts/build_heat_demand.py b/scripts/build_daily_heat_demand.py similarity index 100% rename from scripts/build_heat_demand.py rename to scripts/build_daily_heat_demand.py diff --git a/scripts/build_hourly_heat_demand.py b/scripts/build_hourly_heat_demand.py new file mode 100644 index 00000000..94ad7266 --- /dev/null +++ b/scripts/build_hourly_heat_demand.py @@ -0,0 +1,69 @@ +# -*- coding: utf-8 -*- +# SPDX-FileCopyrightText: : 2020-2023 The PyPSA-Eur Authors +# +# SPDX-License-Identifier: MIT +""" +Build hourly heat demand time series from daily ones. +""" + +import pandas as pd +import xarray as xr +from _helpers import generate_periodic_profiles, update_config_with_sector_opts +from itertools import product + + + +if __name__ == "__main__": + if "snakemake" not in globals(): + from _helpers import mock_snakemake + + snakemake = mock_snakemake( + "build_heat_demands", + simpl="", + clusters=48, + ) + + snapshots = pd.date_range(freq="h", **snakemake.params.snapshots) + + daily_space_heat_demand = ( + xr.open_dataarray(snakemake.input.heat_demand) + .to_pandas() + .reindex(index=snapshots, method="ffill") + ) + + intraday_profiles = pd.read_csv(snakemake.input.heat_profile, index_col=0) + + sectors = ["residential", "services"] + uses = ["water", "space"] + + heat_demand = {} + for sector, use in product(sectors, uses): + weekday = list(intraday_profiles[f"{sector} {use} weekday"]) + weekend = list(intraday_profiles[f"{sector} {use} weekend"]) + weekly_profile = weekday * 5 + weekend * 2 + intraday_year_profile = generate_periodic_profiles( + daily_space_heat_demand.index.tz_localize("UTC"), + nodes=daily_space_heat_demand.columns, + weekly_profile=weekly_profile, + ) + + if use == "space": + heat_demand[f"{sector} {use}"] = daily_space_heat_demand * intraday_year_profile + else: + heat_demand[f"{sector} {use}"] = intraday_year_profile + + heat_demand = pd.concat(heat_demand, + axis=1, + names = ["sector use", "node"]) + + heat_demand.index.name="snapshots" + + print(heat_demand) + + print(heat_demand.stack()) + + ds = heat_demand.stack().to_xarray()#xr.Dataset.from_dataframe(heat_demand) + + print(ds) + + ds.to_netcdf(snakemake.output.heat_demand) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 4d36e7d4..1f404c4e 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -18,7 +18,7 @@ import numpy as np import pandas as pd import pypsa import xarray as xr -from _helpers import generate_periodic_profiles, update_config_with_sector_opts +from _helpers import update_config_with_sector_opts from add_electricity import calculate_annuity, sanitize_carriers from build_energy_totals import build_co2_totals, build_eea_co2, build_eurostat_co2 from networkx.algorithms import complement @@ -1639,14 +1639,8 @@ def add_land_transport(n, costs): def build_heat_demand(n): - # copy forward the daily average heat demand into each hour, so it can be multiplied by the intraday profile - daily_space_heat_demand = ( - xr.open_dataarray(snakemake.input.heat_demand_total) - .to_pandas() - .reindex(index=n.snapshots, method="ffill") - ) - intraday_profiles = pd.read_csv(snakemake.input.heat_profile, index_col=0) + heat_demand_shape = xr.open_dataset(snakemake.input.hourly_heat_demand_total).to_dataframe().unstack(level=1) sectors = ["residential", "services"] uses = ["water", "space"] @@ -1654,25 +1648,14 @@ def build_heat_demand(n): heat_demand = {} electric_heat_supply = {} for sector, use in product(sectors, uses): - weekday = list(intraday_profiles[f"{sector} {use} weekday"]) - weekend = list(intraday_profiles[f"{sector} {use} weekend"]) - weekly_profile = weekday * 5 + weekend * 2 - intraday_year_profile = generate_periodic_profiles( - daily_space_heat_demand.index.tz_localize("UTC"), - nodes=daily_space_heat_demand.columns, - weekly_profile=weekly_profile, - ) - if use == "space": - heat_demand_shape = daily_space_heat_demand * intraday_year_profile - else: - heat_demand_shape = intraday_year_profile + name = f"{sector} {use}" - heat_demand[f"{sector} {use}"] = ( - heat_demand_shape / heat_demand_shape.sum() + heat_demand[name] = ( + heat_demand_shape[name] / heat_demand_shape[name].sum() ).multiply(pop_weighted_energy_totals[f"total {sector} {use}"]) * 1e6 electric_heat_supply[f"{sector} {use}"] = ( - heat_demand_shape / heat_demand_shape.sum() + heat_demand_shape[name] / heat_demand_shape[name].sum() ).multiply(pop_weighted_energy_totals[f"electricity {sector} {use}"]) * 1e6 heat_demand = pd.concat(heat_demand, axis=1) From bd8a5ecf2bd5124a1062e0fb8666cdcaa18df19d Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Mon, 15 Jan 2024 17:51:08 +0100 Subject: [PATCH 503/608] build_energy_totals: output district heat share to separate file --- rules/build_sector.smk | 1 + scripts/build_energy_totals.py | 31 +++++++++++++++++++++---------- 2 files changed, 22 insertions(+), 10 deletions(-) diff --git a/rules/build_sector.smk b/rules/build_sector.smk index efaff2a3..bfe168e1 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -256,6 +256,7 @@ rule build_energy_totals: energy_name=RESOURCES + "energy_totals.csv", co2_name=RESOURCES + "co2_totals.csv", transport_name=RESOURCES + "transport_data.csv", + district_heat_share=RESOURCES + "district_heat_share.csv", threads: 16 resources: mem_mb=10000, diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index 39b2a1be..53aab980 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -391,13 +391,6 @@ def build_idees(countries, year): # convert TWh/100km to kWh/km totals.loc["passenger car efficiency"] *= 10 - # district heating share - district_heat = totals.loc[ - ["derived heat residential", "derived heat services"] - ].sum() - total_heat = totals.loc[["thermal uses residential", "thermal uses services"]].sum() - totals.loc["district heat share"] = district_heat.div(total_heat) - return totals.T @@ -572,16 +565,31 @@ def build_energy_totals(countries, eurostat, swiss, idees): ratio = df.at["BA", "total residential"] / df.at["RS", "total residential"] df.loc["BA", missing] = ratio * df.loc["RS", missing] + return df + + +def build_district_heat_share(idees): + + # district heating share + district_heat = idees[ + ["derived heat residential", "derived heat services"] + ].sum(axis=1) + total_heat = idees[["thermal uses residential", "thermal uses services"]].sum(axis=1) + + district_heat_share = district_heat/total_heat + # Missing district heating share dh_share = pd.read_csv( snakemake.input.district_heat_share, index_col=0, usecols=[0, 1] ) # make conservative assumption and take minimum from both data sets - df["district heat share"] = pd.concat( - [df["district heat share"], dh_share.reindex(index=df.index) / 100], axis=1 + district_heat_share = pd.concat( + [district_heat_share, dh_share.reindex(index=district_heat_share.index) / 100], axis=1 ).min(axis=1) - return df + district_heat_share.name = "district heat share" + + return district_heat_share def build_eea_co2(input_co2, year=1990, emissions_scope="CO2"): @@ -750,6 +758,9 @@ if __name__ == "__main__": energy = build_energy_totals(countries, eurostat, swiss, idees) energy.to_csv(snakemake.output.energy_name) + district_heat_share = build_district_heat_share(idees) + district_heat_share.to_csv(snakemake.output.district_heat_share) + base_year_emissions = params["base_emissions_year"] emissions_scope = snakemake.params.energy["emissions"] eea_co2 = build_eea_co2(snakemake.input.co2, base_year_emissions, emissions_scope) From 1a477d6b325dd8d78b561295509cf9608bd2b056 Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Mon, 15 Jan 2024 18:55:09 +0100 Subject: [PATCH 504/608] move calculation of district heating share to its own script Now the script build_district_heat_share.py does what the old function create_nodes_for_heating() in prepare_sector_networks.py did. There is no need to build nodes lists for each heating sector, since all nodes have district heating now. --- rules/build_sector.smk | 22 +++ scripts/build_district_heat_share.py | 77 +++++++++ scripts/build_energy_totals.py | 6 +- ...build_population_weighted_energy_totals.py | 5 - scripts/prepare_sector_network.py | 161 +++++++----------- 5 files changed, 164 insertions(+), 107 deletions(-) create mode 100644 scripts/build_district_heat_share.py diff --git a/rules/build_sector.smk b/rules/build_sector.smk index bfe168e1..14156268 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -710,6 +710,27 @@ rule build_transport_demand: "../scripts/build_transport_demand.py" + + +rule build_district_heat_share: + params: + sector=config["sector"], + input: + district_heat_share=RESOURCES + "district_heat_share.csv", + clustered_pop_layout=RESOURCES + "pop_layout_elec_s{simpl}_{clusters}.csv", + output: + district_heat_share=RESOURCES + "district_heat_share_elec_s{simpl}_{clusters}_{planning_horizons}.csv", + threads: 1 + resources: + mem_mb=1000, + log: + LOGS + "build_district_heat_share_s{simpl}_{clusters}_{planning_horizons}.log", + conda: + "../envs/environment.yaml" + script: + "../scripts/build_district_heat_share.py" + + rule prepare_sector_network: params: co2_budget=config["co2_budget"], @@ -762,6 +783,7 @@ rule prepare_sector_network: industrial_demand=RESOURCES + "industrial_energy_demand_elec_s{simpl}_{clusters}_{planning_horizons}.csv", hourly_heat_demand_total=RESOURCES + "hourly_heat_demand_total_elec_s{simpl}_{clusters}.nc", + district_heat_share=RESOURCES + "district_heat_share_elec_s{simpl}_{clusters}_{planning_horizons}.csv", temp_soil_total=RESOURCES + "temp_soil_total_elec_s{simpl}_{clusters}.nc", temp_soil_rural=RESOURCES + "temp_soil_rural_elec_s{simpl}_{clusters}.nc", temp_soil_urban=RESOURCES + "temp_soil_urban_elec_s{simpl}_{clusters}.nc", diff --git a/scripts/build_district_heat_share.py b/scripts/build_district_heat_share.py new file mode 100644 index 00000000..d521214d --- /dev/null +++ b/scripts/build_district_heat_share.py @@ -0,0 +1,77 @@ +# -*- coding: utf-8 -*- +# SPDX-FileCopyrightText: : 2020-2023 The PyPSA-Eur Authors +# +# SPDX-License-Identifier: MIT +""" +Build district heat shares at each node, depending on investment year. +""" + +import pandas as pd + +from prepare_sector_network import get + +import logging + + +logger = logging.getLogger(__name__) + + +if __name__ == "__main__": + if "snakemake" not in globals(): + from _helpers import mock_snakemake + + snakemake = mock_snakemake( + "build_heat_demands", + simpl="", + clusters=48, + ) + + investment_year = int(snakemake.wildcards.planning_horizons[-4:]) + + pop_layout = pd.read_csv(snakemake.input.clustered_pop_layout, + index_col=0) + + district_heat_share = pd.read_csv(snakemake.input.district_heat_share, + index_col=0).squeeze() + + # make ct-based share nodal + district_heat_share = district_heat_share.loc[pop_layout.ct] + district_heat_share.index = pop_layout.index + + # total urban population per country + ct_urban = pop_layout.urban.groupby(pop_layout.ct).sum() + + # distribution of urban population within a country + pop_layout["urban_ct_fraction"] = pop_layout.urban / pop_layout.ct.map(ct_urban.get) + + # fraction of node that is urban + urban_fraction = pop_layout.urban / pop_layout[["rural", "urban"]].sum(axis=1) + + # maximum potential of urban demand covered by district heating + central_fraction = snakemake.config["sector"]["district_heating"]["potential"] + + # district heating share at each node + dist_fraction_node = ( + district_heat_share * pop_layout["urban_ct_fraction"] / pop_layout["fraction"] + ) + + # if district heating share larger than urban fraction -> set urban + # fraction to district heating share + urban_fraction = pd.concat([urban_fraction, dist_fraction_node], axis=1).max(axis=1) + + # difference of max potential and today's share of district heating + diff = (urban_fraction * central_fraction) - dist_fraction_node + progress = get(snakemake.config["sector"]["district_heating"]["progress"], investment_year) + dist_fraction_node += diff * progress + logger.info( + f"Increase district heating share by a progress factor of {progress:.2%} " + f"resulting in new average share of {dist_fraction_node.mean():.2%}" + ) + + df = pd.DataFrame(dtype=float) + + df["original district heat share"] = district_heat_share + df["district fraction of node"] = dist_fraction_node + df["urban fraction"] = urban_fraction + + df.to_csv(snakemake.output.district_heat_share) diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index 53aab980..306caf4d 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -568,7 +568,7 @@ def build_energy_totals(countries, eurostat, swiss, idees): return df -def build_district_heat_share(idees): +def build_district_heat_share(countries, idees): # district heating share district_heat = idees[ @@ -578,6 +578,8 @@ def build_district_heat_share(idees): district_heat_share = district_heat/total_heat + district_heat_share = district_heat_share.reindex(countries) + # Missing district heating share dh_share = pd.read_csv( snakemake.input.district_heat_share, index_col=0, usecols=[0, 1] @@ -758,7 +760,7 @@ if __name__ == "__main__": energy = build_energy_totals(countries, eurostat, swiss, idees) energy.to_csv(snakemake.output.energy_name) - district_heat_share = build_district_heat_share(idees) + district_heat_share = build_district_heat_share(countries, idees) district_heat_share.to_csv(snakemake.output.district_heat_share) base_year_emissions = params["base_emissions_year"] diff --git a/scripts/build_population_weighted_energy_totals.py b/scripts/build_population_weighted_energy_totals.py index 20467f72..879e3b9b 100644 --- a/scripts/build_population_weighted_energy_totals.py +++ b/scripts/build_population_weighted_energy_totals.py @@ -26,9 +26,4 @@ if __name__ == "__main__": nodal_energy_totals.index = pop_layout.index nodal_energy_totals = nodal_energy_totals.multiply(pop_layout.fraction, axis=0) - # district heating share should not be divided by population fraction - dh_share = energy_totals["district heat share"].loc[pop_layout.ct].fillna(0.0) - dh_share.index = pop_layout.index - nodal_energy_totals["district heat share"] = dh_share - nodal_energy_totals.to_csv(snakemake.output[0]) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 1f404c4e..8d56ae6b 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1678,7 +1678,10 @@ def add_heat(n, costs): heat_demand = build_heat_demand(n) - nodes, dist_fraction, urban_fraction = create_nodes_for_heat_sector() + district_heat_info = pd.read_csv(snakemake.input.district_heat_share, + index_col=0) + dist_fraction = district_heat_info["district fraction of node"] + urban_fraction = district_heat_info["urban fraction"] # NB: must add costs of central heating afterwards (EUR 400 / kWpeak, 50a, 1% FOM from Fraunhofer ISE) @@ -1715,6 +1718,8 @@ def add_heat(n, costs): # 1e3 converts from W/m^2 to MW/(1000m^2) = kW/m^2 solar_thermal = options["solar_cf_correction"] * solar_thermal / 1e3 + nodes = pop_layout.index + for name in heat_systems: name_type = "central" if name == "urban central" else "decentral" @@ -1722,8 +1727,8 @@ def add_heat(n, costs): n.madd( "Bus", - nodes[name] + f" {name} heat", - location=nodes[name], + nodes + f" {name} heat", + location=nodes, carrier=name + " heat", unit="MWh_th", ) @@ -1731,9 +1736,9 @@ def add_heat(n, costs): if name == "urban central" and options.get("central_heat_vent"): n.madd( "Generator", - nodes[name] + f" {name} heat vent", - bus=nodes[name] + f" {name} heat", - location=nodes[name], + nodes + f" {name} heat vent", + bus=nodes + f" {name} heat", + location=nodes, carrier=name + " heat vent", p_nom_extendable=True, p_max_pu=0, @@ -1746,11 +1751,11 @@ def add_heat(n, costs): for sector in sectors: # heat demand weighting if "rural" in name: - factor = 1 - urban_fraction[nodes[name]] + factor = 1 - urban_fraction[nodes] elif "urban central" in name: - factor = dist_fraction[nodes[name]] + factor = dist_fraction[nodes] elif "urban decentral" in name: - factor = urban_fraction[nodes[name]] - dist_fraction[nodes[name]] + factor = urban_fraction[nodes] - dist_fraction[nodes] else: raise NotImplementedError( f" {name} not in " f"heat systems: {heat_systems}" @@ -1761,7 +1766,7 @@ def add_heat(n, costs): heat_demand[[sector + " water", sector + " space"]] .T.groupby(level=1) .sum() - .T[nodes[name]] + .T[nodes] .multiply(factor) ) @@ -1769,7 +1774,7 @@ def add_heat(n, costs): heat_load = ( heat_demand.T.groupby(level=1) .sum() - .T[nodes[name]] + .T[nodes] .multiply( factor * (1 + options["district_heating"]["district_heating_loss"]) ) @@ -1777,9 +1782,9 @@ def add_heat(n, costs): n.madd( "Load", - nodes[name], + nodes, suffix=f" {name} heat", - bus=nodes[name] + f" {name} heat", + bus=nodes + f" {name} heat", carrier=name + " heat", p_set=heat_load, ) @@ -1790,17 +1795,17 @@ def add_heat(n, costs): costs_name = f"{name_type} {heat_pump_type}-sourced heat pump" efficiency = ( - cop[heat_pump_type][nodes[name]] + cop[heat_pump_type][nodes] if options["time_dep_hp_cop"] else costs.at[costs_name, "efficiency"] ) n.madd( "Link", - nodes[name], + nodes, suffix=f" {name} {heat_pump_type} heat pump", - bus0=nodes[name], - bus1=nodes[name] + f" {name} heat", + bus0=nodes, + bus1=nodes + f" {name} heat", carrier=f"{name} {heat_pump_type} heat pump", efficiency=efficiency, capital_cost=costs.at[costs_name, "efficiency"] @@ -1814,17 +1819,17 @@ def add_heat(n, costs): n.madd( "Bus", - nodes[name] + f" {name} water tanks", - location=nodes[name], + nodes + f" {name} water tanks", + location=nodes, carrier=name + " water tanks", unit="MWh_th", ) n.madd( "Link", - nodes[name] + f" {name} water tanks charger", - bus0=nodes[name] + f" {name} heat", - bus1=nodes[name] + f" {name} water tanks", + nodes + f" {name} water tanks charger", + bus0=nodes + f" {name} heat", + bus1=nodes + f" {name} water tanks", efficiency=costs.at["water tank charger", "efficiency"], carrier=name + " water tanks charger", p_nom_extendable=True, @@ -1832,9 +1837,9 @@ def add_heat(n, costs): n.madd( "Link", - nodes[name] + f" {name} water tanks discharger", - bus0=nodes[name] + f" {name} water tanks", - bus1=nodes[name] + f" {name} heat", + nodes + f" {name} water tanks discharger", + bus0=nodes + f" {name} water tanks", + bus1=nodes + f" {name} heat", carrier=name + " water tanks discharger", efficiency=costs.at["water tank discharger", "efficiency"], p_nom_extendable=True, @@ -1853,8 +1858,8 @@ def add_heat(n, costs): n.madd( "Store", - nodes[name] + f" {name} water tanks", - bus=nodes[name] + f" {name} water tanks", + nodes + f" {name} water tanks", + bus=nodes + f" {name} water tanks", e_cyclic=True, e_nom_extendable=True, carrier=name + " water tanks", @@ -1868,9 +1873,9 @@ def add_heat(n, costs): n.madd( "Link", - nodes[name] + f" {name} resistive heater", - bus0=nodes[name], - bus1=nodes[name] + f" {name} heat", + nodes + f" {name} resistive heater", + bus0=nodes, + bus1=nodes + f" {name} heat", carrier=name + " resistive heater", efficiency=costs.at[key, "efficiency"], capital_cost=costs.at[key, "efficiency"] * costs.at[key, "fixed"], @@ -1883,10 +1888,10 @@ def add_heat(n, costs): n.madd( "Link", - nodes[name] + f" {name} gas boiler", + nodes + f" {name} gas boiler", p_nom_extendable=True, - bus0=spatial.gas.df.loc[nodes[name], "nodes"].values, - bus1=nodes[name] + f" {name} heat", + bus0=spatial.gas.df.loc[nodes, "nodes"].values, + bus1=nodes + f" {name} heat", bus2="co2 atmosphere", carrier=name + " gas boiler", efficiency=costs.at[key, "efficiency"], @@ -1900,13 +1905,13 @@ def add_heat(n, costs): n.madd( "Generator", - nodes[name], + nodes, suffix=f" {name} solar thermal collector", - bus=nodes[name] + f" {name} heat", + bus=nodes + f" {name} heat", carrier=name + " solar thermal", p_nom_extendable=True, capital_cost=costs.at[name_type + " solar thermal", "fixed"], - p_max_pu=solar_thermal[nodes[name]], + p_max_pu=solar_thermal[nodes], lifetime=costs.at[name_type + " solar thermal", "lifetime"], ) @@ -1914,10 +1919,10 @@ def add_heat(n, costs): # add gas CHP; biomass CHP is added in biomass section n.madd( "Link", - nodes[name] + " urban central gas CHP", - bus0=spatial.gas.df.loc[nodes[name], "nodes"].values, - bus1=nodes[name], - bus2=nodes[name] + " urban central heat", + nodes + " urban central gas CHP", + bus0=spatial.gas.df.loc[nodes, "nodes"].values, + bus1=nodes, + bus2=nodes + " urban central heat", bus3="co2 atmosphere", carrier="urban central gas CHP", p_nom_extendable=True, @@ -1933,12 +1938,12 @@ def add_heat(n, costs): n.madd( "Link", - nodes[name] + " urban central gas CHP CC", - bus0=spatial.gas.df.loc[nodes[name], "nodes"].values, - bus1=nodes[name], - bus2=nodes[name] + " urban central heat", + nodes + " urban central gas CHP CC", + bus0=spatial.gas.df.loc[nodes, "nodes"].values, + bus1=nodes, + bus2=nodes + " urban central heat", bus3="co2 atmosphere", - bus4=spatial.co2.df.loc[nodes[name], "nodes"].values, + bus4=spatial.co2.df.loc[nodes, "nodes"].values, carrier="urban central gas CHP CC", p_nom_extendable=True, capital_cost=costs.at["central gas CHP", "fixed"] @@ -1970,11 +1975,11 @@ def add_heat(n, costs): if options["chp"] and options["micro_chp"] and name != "urban central": n.madd( "Link", - nodes[name] + f" {name} micro gas CHP", + nodes + f" {name} micro gas CHP", p_nom_extendable=True, - bus0=spatial.gas.df.loc[nodes[name], "nodes"].values, - bus1=nodes[name], - bus2=nodes[name] + f" {name} heat", + bus0=spatial.gas.df.loc[nodes, "nodes"].values, + bus1=nodes, + bus2=nodes + f" {name} heat", bus3="co2 atmosphere", carrier=name + " micro gas CHP", efficiency=costs.at["micro CHP", "efficiency"], @@ -2105,50 +2110,6 @@ def add_heat(n, costs): ) -def create_nodes_for_heat_sector(): - # TODO pop_layout - - # rural are areas with low heating density and individual heating - # urban are areas with high heating density - # urban can be split into district heating (central) and individual heating (decentral) - - ct_urban = pop_layout.urban.groupby(pop_layout.ct).sum() - # distribution of urban population within a country - pop_layout["urban_ct_fraction"] = pop_layout.urban / pop_layout.ct.map(ct_urban.get) - - sectors = ["residential", "services"] - - nodes = {} - urban_fraction = pop_layout.urban / pop_layout[["rural", "urban"]].sum(axis=1) - - for sector in sectors: - nodes[sector + " rural"] = pop_layout.index - nodes[sector + " urban decentral"] = pop_layout.index - - district_heat_share = pop_weighted_energy_totals["district heat share"] - - # maximum potential of urban demand covered by district heating - central_fraction = options["district_heating"]["potential"] - # district heating share at each node - dist_fraction_node = ( - district_heat_share * pop_layout["urban_ct_fraction"] / pop_layout["fraction"] - ) - nodes["urban central"] = dist_fraction_node.index - # if district heating share larger than urban fraction -> set urban - # fraction to district heating share - urban_fraction = pd.concat([urban_fraction, dist_fraction_node], axis=1).max(axis=1) - # difference of max potential and today's share of district heating - diff = (urban_fraction * central_fraction) - dist_fraction_node - progress = get(options["district_heating"]["progress"], investment_year) - dist_fraction_node += diff * progress - logger.info( - f"Increase district heating share by a progress factor of {progress:.2%} " - f"resulting in new average share of {dist_fraction_node.mean():.2%}" - ) - - return nodes, dist_fraction_node, urban_fraction - - def add_biomass(n, costs): logger.info("Add biomass") @@ -2366,7 +2327,7 @@ def add_biomass(n, costs): if options["biomass_boiler"]: # TODO: Add surcharge for pellets - nodes_heat = create_nodes_for_heat_sector()[0] + nodes = pop_layout.index for name in [ "residential rural", "services rural", @@ -2375,10 +2336,10 @@ def add_biomass(n, costs): ]: n.madd( "Link", - nodes_heat[name] + f" {name} biomass boiler", + nodes + f" {name} biomass boiler", p_nom_extendable=True, - bus0=spatial.biomass.df.loc[nodes_heat[name], "nodes"].values, - bus1=nodes_heat[name] + f" {name} heat", + bus0=spatial.biomass.df.loc[nodes, "nodes"].values, + bus1=nodes + f" {name} heat", carrier=name + " biomass boiler", efficiency=costs.at["biomass boiler", "efficiency"], capital_cost=costs.at["biomass boiler", "efficiency"] @@ -2821,7 +2782,7 @@ def add_industry(n, costs): ) if options["oil_boilers"]: - nodes_heat = create_nodes_for_heat_sector()[0] + nodes = pop_layout.index for name in [ "residential rural", @@ -2831,10 +2792,10 @@ def add_industry(n, costs): ]: n.madd( "Link", - nodes_heat[name] + f" {name} oil boiler", + nodes + f" {name} oil boiler", p_nom_extendable=True, bus0=spatial.oil.nodes, - bus1=nodes_heat[name] + f" {name} heat", + bus1=nodes + f" {name} heat", bus2="co2 atmosphere", carrier=f"{name} oil boiler", efficiency=costs.at["decentral oil boiler", "efficiency"], From 9897cd6f0535fdbef82b66816c844a9f0ebf10b5 Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Fri, 19 Jan 2024 16:24:39 +0100 Subject: [PATCH 505/608] only add district heating (DH) for nodes with non-zero DH share --- scripts/prepare_sector_network.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 8d56ae6b..0bf9848b 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1718,11 +1718,15 @@ def add_heat(n, costs): # 1e3 converts from W/m^2 to MW/(1000m^2) = kW/m^2 solar_thermal = options["solar_cf_correction"] * solar_thermal / 1e3 - nodes = pop_layout.index for name in heat_systems: name_type = "central" if name == "urban central" else "decentral" + if name == "urban central": + nodes = dist_fraction.index[dist_fraction > 0] + else: + nodes = pop_layout.index + n.add("Carrier", name + " heat") n.madd( From d98ad95332a8f9c81c06d5a42c426fd0b4be921a Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Fri, 19 Jan 2024 18:42:49 +0100 Subject: [PATCH 506/608] move building of distribution of existing heating to own script This makes the distribution of existing heating to urban/rural, residential/services and spatially more transparent. --- rules/solve_myopic.smk | 37 ++++- scripts/add_existing_baseyear.py | 136 ++++-------------- .../build_existing_heating_distribution.py | 108 ++++++++++++++ 3 files changed, 172 insertions(+), 109 deletions(-) create mode 100644 scripts/build_existing_heating_distribution.py diff --git a/rules/solve_myopic.smk b/rules/solve_myopic.smk index 7ca8857d..20043286 100644 --- a/rules/solve_myopic.smk +++ b/rules/solve_myopic.smk @@ -1,8 +1,40 @@ -# SPDX-FileCopyrightText: : 2023 The PyPSA-Eur Authors +# SPDX-FileCopyrightText: : 2023-4 The PyPSA-Eur Authors # # SPDX-License-Identifier: MIT +rule build_existing_heating_distribution: + params: + baseyear=config["scenario"]["planning_horizons"][0], + sector=config["sector"], + existing_capacities=config["existing_capacities"], + input: + existing_heating="data/existing_infrastructure/existing_heating_raw.csv", + clustered_pop_layout=RESOURCES + "pop_layout_elec_s{simpl}_{clusters}.csv", + clustered_pop_energy_layout=RESOURCES + "pop_weighted_energy_totals_s{simpl}_{clusters}.csv", + district_heat_share=RESOURCES + "district_heat_share_elec_s{simpl}_{clusters}_{planning_horizons}.csv", + output: + existing_heating_distribution=RESOURCES + + "existing_heating_distribution_elec_s{simpl}_{clusters}_{planning_horizons}.csv", + wildcard_constraints: + planning_horizons=config["scenario"]["planning_horizons"][0], #only applies to baseyear + threads: 1 + resources: + mem_mb=2000, + log: + LOGS + + "build_existing_heating_distribution_elec_s{simpl}_{clusters}_{planning_horizons}.log", + benchmark: + ( + BENCHMARKS + + "build_existing_heating_distribution/elec_s{simpl}_{clusters}_{planning_horizons}" + ) + conda: + "../envs/environment.yaml" + script: + "../scripts/build_existing_heating_distribution.py" + + rule add_existing_baseyear: params: baseyear=config["scenario"]["planning_horizons"][0], @@ -19,7 +51,8 @@ rule add_existing_baseyear: costs="data/costs_{}.csv".format(config["scenario"]["planning_horizons"][0]), cop_soil_total=RESOURCES + "cop_soil_total_elec_s{simpl}_{clusters}.nc", cop_air_total=RESOURCES + "cop_air_total_elec_s{simpl}_{clusters}.nc", - existing_heating="data/existing_infrastructure/existing_heating_raw.csv", + existing_heating_distribution=RESOURCES + + "existing_heating_distribution_elec_s{simpl}_{clusters}_{planning_horizons}.csv", existing_solar="data/existing_infrastructure/solar_capacity_IRENA.csv", existing_onwind="data/existing_infrastructure/onwind_capacity_IRENA.csv", existing_offwind="data/existing_infrastructure/offwind_capacity_IRENA.csv", diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index c8486758..01d54cc2 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -409,97 +409,20 @@ def add_heating_capacities_installed_before_baseyear( # file: "WP2_DataAnnex_1_BuildingTechs_ForPublication_201603.xls" -> "existing_heating_raw.csv". # TODO start from original file - # retrieve existing heating capacities - techs = [ - "gas boiler", - "oil boiler", - "resistive heater", - "air heat pump", - "ground heat pump", - ] - df = pd.read_csv(snakemake.input.existing_heating, index_col=0, header=0) + existing_heating = pd.read_csv(snakemake.input.existing_heating_distribution, + header=[0,1], + index_col=0) - # data for Albania, Montenegro and Macedonia not included in database - df.loc["Albania"] = np.nan - df.loc["Montenegro"] = np.nan - df.loc["Macedonia"] = np.nan - df.fillna(0.0, inplace=True) + techs = existing_heating.columns.get_level_values(1).unique() - # convert GW to MW - df *= 1e3 + for name in existing_heating.columns.get_level_values(0).unique(): - df.index = cc.convert(df.index, to="iso2") - - # coal and oil boilers are assimilated to oil boilers - df["oil boiler"] = df["oil boiler"] + df["coal boiler"] - df.drop(["coal boiler"], axis=1, inplace=True) - - # distribute technologies to nodes by population - pop_layout = pd.read_csv(snakemake.input.clustered_pop_layout, index_col=0) - - nodal_df = df.loc[pop_layout.ct] - nodal_df.index = pop_layout.index - nodal_df = nodal_df.multiply(pop_layout.fraction, axis=0) - - # split existing capacities between residential and services - # proportional to energy demand - p_set_sum = n.loads_t.p_set.sum() - ratio_residential = pd.Series( - [ - ( - p_set_sum[f"{node} residential rural heat"] - / ( - p_set_sum[f"{node} residential rural heat"] - + p_set_sum[f"{node} services rural heat"] - ) - ) - # if rural heating demand for one of the nodes doesn't exist, - # then columns were dropped before and heating demand share should be 0.0 - if all( - f"{node} {service} rural heat" in p_set_sum.index - for service in ["residential", "services"] - ) - else 0.0 - for node in nodal_df.index - ], - index=nodal_df.index, - ) - - for tech in techs: - nodal_df["residential " + tech] = nodal_df[tech] * ratio_residential - nodal_df["services " + tech] = nodal_df[tech] * (1 - ratio_residential) - - names = [ - "residential rural", - "services rural", - "residential urban decentral", - "services urban decentral", - "urban central", - ] - - nodes = {} - p_nom = {} - for name in names: name_type = "central" if name == "urban central" else "decentral" - nodes[name] = pd.Index( - [ - n.buses.at[index, "location"] - for index in n.buses.index[ - n.buses.index.str.contains(name) - & n.buses.index.str.contains("heat") - ] - ] - ) - heat_pump_type = "air" if "urban" in name else "ground" - heat_type = "residential" if "residential" in name else "services" - if name == "urban central": - p_nom[name] = nodal_df["air heat pump"][nodes[name]] - else: - p_nom[name] = nodal_df[f"{heat_type} {heat_pump_type} heat pump"][ - nodes[name] - ] + nodes = pd.Index(n.buses.location[n.buses.index.str.contains(f"{name} heat")]) + + heat_pump_type = "air" if "urban" in name else "ground" # Add heat pumps costs_name = f"decentral {heat_pump_type}-sourced heat pump" @@ -507,7 +430,7 @@ def add_heating_capacities_installed_before_baseyear( cop = {"air": ashp_cop, "ground": gshp_cop} if time_dep_hp_cop: - efficiency = cop[heat_pump_type][nodes[name]] + efficiency = cop[heat_pump_type][nodes] else: efficiency = costs.at[costs_name, "efficiency"] @@ -520,27 +443,26 @@ def add_heating_capacities_installed_before_baseyear( n.madd( "Link", - nodes[name], + nodes, suffix=f" {name} {heat_pump_type} heat pump-{grouping_year}", - bus0=nodes[name], - bus1=nodes[name] + " " + name + " heat", + bus0=nodes, + bus1=nodes + " " + name + " heat", carrier=f"{name} {heat_pump_type} heat pump", efficiency=efficiency, capital_cost=costs.at[costs_name, "efficiency"] * costs.at[costs_name, "fixed"], - p_nom=p_nom[name] * ratio / costs.at[costs_name, "efficiency"], + p_nom=existing_heating[(name, f"{heat_pump_type} heat pump")][nodes] * ratio / costs.at[costs_name, "efficiency"], build_year=int(grouping_year), lifetime=costs.at[costs_name, "lifetime"], ) # add resistive heater, gas boilers and oil boilers - # (50% capacities to rural buses, 50% to urban buses) n.madd( "Link", - nodes[name], + nodes, suffix=f" {name} resistive heater-{grouping_year}", - bus0=nodes[name], - bus1=nodes[name] + " " + name + " heat", + bus0=nodes, + bus1=nodes + " " + name + " heat", carrier=name + " resistive heater", efficiency=costs.at[f"{name_type} resistive heater", "efficiency"], capital_cost=( @@ -548,21 +470,20 @@ def add_heating_capacities_installed_before_baseyear( * costs.at[f"{name_type} resistive heater", "fixed"] ), p_nom=( - 0.5 - * nodal_df[f"{heat_type} resistive heater"][nodes[name]] + existing_heating[(name, "resistive heater")][nodes] * ratio / costs.at[f"{name_type} resistive heater", "efficiency"] ), build_year=int(grouping_year), - lifetime=costs.at[costs_name, "lifetime"], + lifetime=costs.at[f"{name_type} resistive heater", "lifetime"], ) n.madd( "Link", - nodes[name], + nodes, suffix=f" {name} gas boiler-{grouping_year}", bus0=spatial.gas.nodes, - bus1=nodes[name] + " " + name + " heat", + bus1=nodes + " " + name + " heat", bus2="co2 atmosphere", carrier=name + " gas boiler", efficiency=costs.at[f"{name_type} gas boiler", "efficiency"], @@ -572,8 +493,7 @@ def add_heating_capacities_installed_before_baseyear( * costs.at[f"{name_type} gas boiler", "fixed"] ), p_nom=( - 0.5 - * nodal_df[f"{heat_type} gas boiler"][nodes[name]] + existing_heating[(name, "gas boiler")][nodes] * ratio / costs.at[f"{name_type} gas boiler", "efficiency"] ), @@ -583,20 +503,20 @@ def add_heating_capacities_installed_before_baseyear( n.madd( "Link", - nodes[name], + nodes, suffix=f" {name} oil boiler-{grouping_year}", bus0=spatial.oil.nodes, - bus1=nodes[name] + " " + name + " heat", + bus1=nodes + " " + name + " heat", bus2="co2 atmosphere", carrier=name + " oil boiler", efficiency=costs.at["decentral oil boiler", "efficiency"], efficiency2=costs.at["oil", "CO2 intensity"], capital_cost=costs.at["decentral oil boiler", "efficiency"] * costs.at["decentral oil boiler", "fixed"], - p_nom=0.5 - * nodal_df[f"{heat_type} oil boiler"][nodes[name]] - * ratio - / costs.at["decentral oil boiler", "efficiency"], + p_nom= ( + existing_heating[(name, "oil boiler")][nodes] + * ratio + / costs.at["decentral oil boiler", "efficiency"]), build_year=int(grouping_year), lifetime=costs.at[f"{name_type} gas boiler", "lifetime"], ) @@ -624,6 +544,8 @@ def add_heating_capacities_installed_before_baseyear( # drop assets which are at the end of their lifetime links_i = n.links[(n.links.build_year + n.links.lifetime <= baseyear)].index + logger.info("Removing following links because at end of their lifetime:") + logger.info(links_i) n.mremove("Link", links_i) diff --git a/scripts/build_existing_heating_distribution.py b/scripts/build_existing_heating_distribution.py new file mode 100644 index 00000000..fe282d39 --- /dev/null +++ b/scripts/build_existing_heating_distribution.py @@ -0,0 +1,108 @@ +# -*- coding: utf-8 -*- +# SPDX-FileCopyrightText: : 2020-2023 The PyPSA-Eur Authors +# +# SPDX-License-Identifier: MIT +""" +Builds table of existing heat generation capacities for initial planning +horizon. +""" +import pandas as pd +import sys +from pypsa.descriptors import Dict +import numpy as np +import country_converter as coco + +cc = coco.CountryConverter() + + +def build_existing_heating(): + # retrieve existing heating capacities + techs = [ + "gas boiler", + "oil boiler", + "resistive heater", + "air heat pump", + "ground heat pump", + ] + + existing_heating = pd.read_csv(snakemake.input.existing_heating, + index_col=0, + header=0) + + # data for Albania, Montenegro and Macedonia not included in database existing_heating.loc["Albania"] = np.nan + existing_heating.loc["Montenegro"] = np.nan + existing_heating.loc["Macedonia"] = np.nan + + existing_heating.fillna(0.0, inplace=True) + + # convert GW to MW + existing_heating *= 1e3 + + existing_heating.index = cc.convert(existing_heating.index, to="iso2") + + # coal and oil boilers are assimilated to oil boilers + existing_heating["oil boiler"] = existing_heating["oil boiler"] + existing_heating["coal boiler"] + existing_heating.drop(["coal boiler"], axis=1, inplace=True) + + # distribute technologies to nodes by population + pop_layout = pd.read_csv(snakemake.input.clustered_pop_layout, + index_col=0) + + nodal_heating = existing_heating.loc[pop_layout.ct] + nodal_heating.index = pop_layout.index + nodal_heating = nodal_heating.multiply(pop_layout.fraction, axis=0) + + district_heat_info = pd.read_csv(snakemake.input.district_heat_share, + index_col=0) + dist_fraction = district_heat_info["district fraction of node"] + urban_fraction = district_heat_info["urban fraction"] + + energy_layout = pd.read_csv(snakemake.input.clustered_pop_energy_layout, + index_col=0) + + uses = ["space", "water"] + sectors = ["residential", "services"] + + nodal_sectoral_totals = pd.DataFrame(dtype=float) + + for sector in sectors: + nodal_sectoral_totals[sector] = energy_layout[[f"total {sector} {use}" for use in uses]].sum(axis=1) + + nodal_sectoral_fraction = nodal_sectoral_totals.div(nodal_sectoral_totals.sum(axis=1), + axis=0) + + + nodal_heat_name_fraction = pd.DataFrame(dtype=float) + + nodal_heat_name_fraction["urban central"] = dist_fraction + + for sector in sectors: + + nodal_heat_name_fraction[f"{sector} rural"] = nodal_sectoral_fraction[sector]*(1 - urban_fraction) + nodal_heat_name_fraction[f"{sector} urban decentral"] = nodal_sectoral_fraction[sector]*(urban_fraction - dist_fraction) + + + nodal_heat_name_tech = pd.concat({name : nodal_heating .multiply(nodal_heat_name_fraction[name], + axis=0) for name in nodal_heat_name_fraction.columns}, + axis=1, + names=["heat name","technology"]) + + + #move all ground HPs to rural, all air to urban + + for sector in sectors: + nodal_heat_name_tech[(f"{sector} rural","ground heat pump")] += (nodal_heat_name_tech[("urban central","ground heat pump")]*nodal_sectoral_fraction[sector] + + nodal_heat_name_tech[(f"{sector} urban decentral","ground heat pump")]) + nodal_heat_name_tech[(f"{sector} urban decentral","ground heat pump")] = 0. + + nodal_heat_name_tech[(f"{sector} urban decentral","air heat pump")] += nodal_heat_name_tech[(f"{sector} rural","air heat pump")] + nodal_heat_name_tech[(f"{sector} rural","air heat pump")] = 0. + + nodal_heat_name_tech[("urban central","ground heat pump")] = 0. + + nodal_heat_name_tech.to_csv(snakemake.output.existing_heating_distribution) + + +if __name__ == "__main__": + + build_existing_heating() From 2183e742b2b44a7caca47a525537f8e827e501e5 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 22 Jan 2024 09:18:26 +0100 Subject: [PATCH 507/608] add release notes, minor code improvements --- doc/release_notes.rst | 18 +++++++++++++++ doc/sector.rst | 20 ++++++++++++++-- rules/solve_overnight.smk | 7 +++--- scripts/add_existing_baseyear.py | 8 +++---- scripts/build_daily_heat_demand.py | 3 ++- scripts/build_district_heat_share.py | 15 ++++++------ scripts/build_energy_totals.py | 4 ++-- .../build_existing_heating_distribution.py | 23 ++++++++++--------- scripts/build_hourly_heat_demand.py | 18 +++++---------- scripts/prepare_sector_network.py | 2 +- 10 files changed, 75 insertions(+), 43 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index dc1a9dd1..56fee0d8 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -28,6 +28,24 @@ Upcoming Release * Cluster residential and services heat buses by default. Can be disabled with ``cluster_heat_buses: false``. +* Bugfix: Do not reduce district heat share when building population-weighted + energy statistics. Previously the district heating share was being multiplied + by the population weighting, reducing the DH share with multiple nodes. + +* Move building of daily heat profile to its own rule + :mod:`build_hourly_heat_demand` from :mod:`prepare_sector_network`. + +* In :mod:`build_energy_totals`, district heating shares are now reported in a + separate file. + +* Move calculation of district heating share to its own rule + :mod:`build_district_heat_share`. + +* Move building of distribution of existing heating to own rule + :mod:`build_existing_heating_distribution`. This makes the distribution of + existing heating to urban/rural, residential/services and spatially more + transparent. + PyPSA-Eur 0.9.0 (5th January 2024) ================================== diff --git a/doc/sector.rst b/doc/sector.rst index 303e7ed2..411bfd57 100644 --- a/doc/sector.rst +++ b/doc/sector.rst @@ -20,6 +20,12 @@ Rule ``add_existing_baseyear`` .. automodule:: add_existing_baseyear +Rule ``build_existing_heating_distribution`` +============================================================================== + +.. automodule:: build_existing_heating_distribution + + Rule ``build_ammonia_production`` ============================================================================== @@ -60,10 +66,20 @@ Rule ``build_gas_network`` .. automodule:: build_gas_network -Rule ``build_heat_demand`` +Rule ``build_daily_heat_demand`` ============================================================================== -.. automodule:: build_heat_demand +.. automodule:: build_daily_heat_demand + +Rule ``build_hourly_heat_demand`` +============================================================================== + +.. automodule:: build_hourly_heat_demand + +Rule ``build_district_heat_share`` +============================================================================== + +.. automodule:: build_district_heat_share Rule ``build_industrial_distribution_key`` ============================================================================== diff --git a/rules/solve_overnight.smk b/rules/solve_overnight.smk index 39778162..47c86410 100644 --- a/rules/solve_overnight.smk +++ b/rules/solve_overnight.smk @@ -28,9 +28,10 @@ rule solve_sector_network: + "logs/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}_memory.log", python=RESULTS + "logs/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}_python.log", - threads: config["solving"]["solver_options"][config["solving"]["solver"]["options"]].get( - "threads", 4 -) + threads: + config["solving"]["solver_options"][ + config["solving"]["solver"]["options"] + ].get("threads", 4) resources: mem_mb=config["solving"]["mem"], walltime=config["solving"].get("walltime", "12:00:00"), diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index 01d54cc2..d61ece85 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -451,7 +451,7 @@ def add_heating_capacities_installed_before_baseyear( efficiency=efficiency, capital_cost=costs.at[costs_name, "efficiency"] * costs.at[costs_name, "fixed"], - p_nom=existing_heating[(name, f"{heat_pump_type} heat pump")][nodes] * ratio / costs.at[costs_name, "efficiency"], + p_nom=existing_heating.loc[nodes, (name, f"{heat_pump_type} heat pump")] * ratio / costs.at[costs_name, "efficiency"], build_year=int(grouping_year), lifetime=costs.at[costs_name, "lifetime"], ) @@ -470,7 +470,7 @@ def add_heating_capacities_installed_before_baseyear( * costs.at[f"{name_type} resistive heater", "fixed"] ), p_nom=( - existing_heating[(name, "resistive heater")][nodes] + existing_heating.loc[nodes, (name, "resistive heater")] * ratio / costs.at[f"{name_type} resistive heater", "efficiency"] ), @@ -493,7 +493,7 @@ def add_heating_capacities_installed_before_baseyear( * costs.at[f"{name_type} gas boiler", "fixed"] ), p_nom=( - existing_heating[(name, "gas boiler")][nodes] + existing_heating.loc[nodes, (name, "gas boiler")] * ratio / costs.at[f"{name_type} gas boiler", "efficiency"] ), @@ -514,7 +514,7 @@ def add_heating_capacities_installed_before_baseyear( capital_cost=costs.at["decentral oil boiler", "efficiency"] * costs.at["decentral oil boiler", "fixed"], p_nom= ( - existing_heating[(name, "oil boiler")][nodes] + existing_heating.loc[nodes, (name, "oil boiler")] * ratio / costs.at["decentral oil boiler", "efficiency"]), build_year=int(grouping_year), diff --git a/scripts/build_daily_heat_demand.py b/scripts/build_daily_heat_demand.py index b983f125..e334b1b3 100644 --- a/scripts/build_daily_heat_demand.py +++ b/scripts/build_daily_heat_demand.py @@ -18,7 +18,8 @@ if __name__ == "__main__": from _helpers import mock_snakemake snakemake = mock_snakemake( - "build_heat_demands", + "build_daily_heat_demands", + scope="total", simpl="", clusters=48, ) diff --git a/scripts/build_district_heat_share.py b/scripts/build_district_heat_share.py index d521214d..996ed861 100644 --- a/scripts/build_district_heat_share.py +++ b/scripts/build_district_heat_share.py @@ -1,5 +1,5 @@ # -*- coding: utf-8 -*- -# SPDX-FileCopyrightText: : 2020-2023 The PyPSA-Eur Authors +# SPDX-FileCopyrightText: : 2020-2024 The PyPSA-Eur Authors # # SPDX-License-Identifier: MIT """ @@ -21,9 +21,10 @@ if __name__ == "__main__": from _helpers import mock_snakemake snakemake = mock_snakemake( - "build_heat_demands", + "build_district_heat_share", simpl="", clusters=48, + planning_horizons="2050", ) investment_year = int(snakemake.wildcards.planning_horizons[-4:]) @@ -68,10 +69,10 @@ if __name__ == "__main__": f"resulting in new average share of {dist_fraction_node.mean():.2%}" ) - df = pd.DataFrame(dtype=float) - - df["original district heat share"] = district_heat_share - df["district fraction of node"] = dist_fraction_node - df["urban fraction"] = urban_fraction + df = pd.DataFrame({ + "original district heat share": district_heat_share, + "district fraction of node": dist_fraction_node, + "urban fraction": urban_fraction + }, dtype=float) df.to_csv(snakemake.output.district_heat_share) diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index 306caf4d..08d5bef5 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -583,10 +583,10 @@ def build_district_heat_share(countries, idees): # Missing district heating share dh_share = pd.read_csv( snakemake.input.district_heat_share, index_col=0, usecols=[0, 1] - ) + ).div(100).squeeze() # make conservative assumption and take minimum from both data sets district_heat_share = pd.concat( - [district_heat_share, dh_share.reindex(index=district_heat_share.index) / 100], axis=1 + [district_heat_share, dh_share.reindex_like(district_heat_share)], axis=1 ).min(axis=1) district_heat_share.name = "district heat share" diff --git a/scripts/build_existing_heating_distribution.py b/scripts/build_existing_heating_distribution.py index fe282d39..443c5baa 100644 --- a/scripts/build_existing_heating_distribution.py +++ b/scripts/build_existing_heating_distribution.py @@ -1,5 +1,5 @@ # -*- coding: utf-8 -*- -# SPDX-FileCopyrightText: : 2020-2023 The PyPSA-Eur Authors +# SPDX-FileCopyrightText: : 2020-2024 The PyPSA-Eur Authors # # SPDX-License-Identifier: MIT """ @@ -7,8 +7,6 @@ Builds table of existing heat generation capacities for initial planning horizon. """ import pandas as pd -import sys -from pypsa.descriptors import Dict import numpy as np import country_converter as coco @@ -17,19 +15,13 @@ cc = coco.CountryConverter() def build_existing_heating(): # retrieve existing heating capacities - techs = [ - "gas boiler", - "oil boiler", - "resistive heater", - "air heat pump", - "ground heat pump", - ] existing_heating = pd.read_csv(snakemake.input.existing_heating, index_col=0, header=0) - # data for Albania, Montenegro and Macedonia not included in database existing_heating.loc["Albania"] = np.nan + # data for Albania, Montenegro and Macedonia not included in database + existing_heating.loc["Albania"] = np.nan existing_heating.loc["Montenegro"] = np.nan existing_heating.loc["Macedonia"] = np.nan @@ -104,5 +96,14 @@ def build_existing_heating(): if __name__ == "__main__": + if "snakemake" not in globals(): + from _helpers import mock_snakemake + + snakemake = mock_snakemake( + "build_existing_heating_distribution", + simpl="", + clusters=48, + planning_horizons=2050, + ) build_existing_heating() diff --git a/scripts/build_hourly_heat_demand.py b/scripts/build_hourly_heat_demand.py index 94ad7266..2d1dee54 100644 --- a/scripts/build_hourly_heat_demand.py +++ b/scripts/build_hourly_heat_demand.py @@ -6,19 +6,19 @@ Build hourly heat demand time series from daily ones. """ -import pandas as pd -import xarray as xr -from _helpers import generate_periodic_profiles, update_config_with_sector_opts from itertools import product - +import pandas as pd +import xarray as xr +from _helpers import generate_periodic_profiles if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake snakemake = mock_snakemake( - "build_heat_demands", + "build_hourly_heat_demands", + scope="total", simpl="", clusters=48, ) @@ -58,12 +58,6 @@ if __name__ == "__main__": heat_demand.index.name="snapshots" - print(heat_demand) - - print(heat_demand.stack()) - - ds = heat_demand.stack().to_xarray()#xr.Dataset.from_dataframe(heat_demand) - - print(ds) + ds = heat_demand.stack().to_xarray() ds.to_netcdf(snakemake.output.heat_demand) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 0bf9848b..241f3c30 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1654,7 +1654,7 @@ def build_heat_demand(n): heat_demand[name] = ( heat_demand_shape[name] / heat_demand_shape[name].sum() ).multiply(pop_weighted_energy_totals[f"total {sector} {use}"]) * 1e6 - electric_heat_supply[f"{sector} {use}"] = ( + electric_heat_supply[name] = ( heat_demand_shape[name] / heat_demand_shape[name].sum() ).multiply(pop_weighted_energy_totals[f"electricity {sector} {use}"]) * 1e6 From d3cf329456056d02fcfcbabe175e6ff9a8e2bb0c Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 22 Jan 2024 09:28:51 +0100 Subject: [PATCH 508/608] correctly read number of solver threads in rule definition --- doc/release_notes.rst | 2 ++ rules/common.smk | 7 +++++++ rules/solve_electricity.smk | 2 +- rules/solve_myopic.smk | 2 +- rules/solve_overnight.smk | 5 +---- rules/solve_perfect.smk | 2 +- 6 files changed, 13 insertions(+), 7 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 56fee0d8..1a0013d5 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -46,6 +46,8 @@ Upcoming Release existing heating to urban/rural, residential/services and spatially more transparent. +* Bugfix: Correctly read out number of solver threads from configuration file. + PyPSA-Eur 0.9.0 (5th January 2024) ================================== diff --git a/rules/common.smk b/rules/common.smk index 2298ff91..1654180f 100644 --- a/rules/common.smk +++ b/rules/common.smk @@ -13,6 +13,13 @@ for path in helper_source_path: from _helpers import validate_checksum +def solver_threads(w): + solver_options = config["solving"]["solver_options"] + option_set = config["solving"]["solver"]["options"] + threads = solver_options[option_set].get("threads", 4) + return threads + + def memory(w): factor = 3.0 for o in w.opts.split("-"): diff --git a/rules/solve_electricity.smk b/rules/solve_electricity.smk index 7f6092be..ac433cf9 100644 --- a/rules/solve_electricity.smk +++ b/rules/solve_electricity.smk @@ -25,7 +25,7 @@ rule solve_network: + "solve_network/elec_s{simpl}_{clusters}_ec_l{ll}_{opts}_python.log", benchmark: BENCHMARKS + "solve_network/elec_s{simpl}_{clusters}_ec_l{ll}_{opts}" - threads: 4 + threads: solver_threads resources: mem_mb=memory, walltime=config["solving"].get("walltime", "12:00:00"), diff --git a/rules/solve_myopic.smk b/rules/solve_myopic.smk index 20043286..8c46ed59 100644 --- a/rules/solve_myopic.smk +++ b/rules/solve_myopic.smk @@ -137,7 +137,7 @@ rule solve_sector_network_myopic: + "elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}_solver.log", python=LOGS + "elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}_python.log", - threads: 4 + threads: solver_threads resources: mem_mb=config["solving"]["mem"], walltime=config["solving"].get("walltime", "12:00:00"), diff --git a/rules/solve_overnight.smk b/rules/solve_overnight.smk index 47c86410..aa08b8c3 100644 --- a/rules/solve_overnight.smk +++ b/rules/solve_overnight.smk @@ -28,10 +28,7 @@ rule solve_sector_network: + "logs/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}_memory.log", python=RESULTS + "logs/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}_python.log", - threads: - config["solving"]["solver_options"][ - config["solving"]["solver"]["options"] - ].get("threads", 4) + threads: solver_threads resources: mem_mb=config["solving"]["mem"], walltime=config["solving"].get("walltime", "12:00:00"), diff --git a/rules/solve_perfect.smk b/rules/solve_perfect.smk index a7856fa9..ad310f9f 100644 --- a/rules/solve_perfect.smk +++ b/rules/solve_perfect.smk @@ -127,7 +127,7 @@ rule solve_sector_network_perfect: output: RESULTS + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years.nc", - threads: 4 + threads: solver_threads resources: mem_mb=config["solving"]["mem"], shadow: From 9865a970893d9e515786f33c629b14f71645bf1e Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 22 Jan 2024 09:29:32 +0100 Subject: [PATCH 509/608] apply automated formatting --- rules/build_sector.smk | 11 +-- rules/solve_myopic.smk | 6 +- scripts/add_existing_baseyear.py | 17 ++-- scripts/build_district_heat_share.py | 31 ++++---- scripts/build_energy_totals.py | 21 ++--- .../build_existing_heating_distribution.py | 77 +++++++++++-------- scripts/build_hourly_heat_demand.py | 12 +-- scripts/prepare_sector_network.py | 12 +-- 8 files changed, 105 insertions(+), 82 deletions(-) diff --git a/rules/build_sector.smk b/rules/build_sector.smk index 14156268..a24f9f7d 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -710,8 +710,6 @@ rule build_transport_demand: "../scripts/build_transport_demand.py" - - rule build_district_heat_share: params: sector=config["sector"], @@ -719,7 +717,8 @@ rule build_district_heat_share: district_heat_share=RESOURCES + "district_heat_share.csv", clustered_pop_layout=RESOURCES + "pop_layout_elec_s{simpl}_{clusters}.csv", output: - district_heat_share=RESOURCES + "district_heat_share_elec_s{simpl}_{clusters}_{planning_horizons}.csv", + district_heat_share=RESOURCES + + "district_heat_share_elec_s{simpl}_{clusters}_{planning_horizons}.csv", threads: 1 resources: mem_mb=1000, @@ -782,8 +781,10 @@ rule prepare_sector_network: simplified_pop_layout=RESOURCES + "pop_layout_elec_s{simpl}.csv", industrial_demand=RESOURCES + "industrial_energy_demand_elec_s{simpl}_{clusters}_{planning_horizons}.csv", - hourly_heat_demand_total=RESOURCES + "hourly_heat_demand_total_elec_s{simpl}_{clusters}.nc", - district_heat_share=RESOURCES + "district_heat_share_elec_s{simpl}_{clusters}_{planning_horizons}.csv", + hourly_heat_demand_total=RESOURCES + + "hourly_heat_demand_total_elec_s{simpl}_{clusters}.nc", + district_heat_share=RESOURCES + + "district_heat_share_elec_s{simpl}_{clusters}_{planning_horizons}.csv", temp_soil_total=RESOURCES + "temp_soil_total_elec_s{simpl}_{clusters}.nc", temp_soil_rural=RESOURCES + "temp_soil_rural_elec_s{simpl}_{clusters}.nc", temp_soil_urban=RESOURCES + "temp_soil_urban_elec_s{simpl}_{clusters}.nc", diff --git a/rules/solve_myopic.smk b/rules/solve_myopic.smk index 8c46ed59..75334073 100644 --- a/rules/solve_myopic.smk +++ b/rules/solve_myopic.smk @@ -11,8 +11,10 @@ rule build_existing_heating_distribution: input: existing_heating="data/existing_infrastructure/existing_heating_raw.csv", clustered_pop_layout=RESOURCES + "pop_layout_elec_s{simpl}_{clusters}.csv", - clustered_pop_energy_layout=RESOURCES + "pop_weighted_energy_totals_s{simpl}_{clusters}.csv", - district_heat_share=RESOURCES + "district_heat_share_elec_s{simpl}_{clusters}_{planning_horizons}.csv", + clustered_pop_energy_layout=RESOURCES + + "pop_weighted_energy_totals_s{simpl}_{clusters}.csv", + district_heat_share=RESOURCES + + "district_heat_share_elec_s{simpl}_{clusters}_{planning_horizons}.csv", output: existing_heating_distribution=RESOURCES + "existing_heating_distribution_elec_s{simpl}_{clusters}_{planning_horizons}.csv", diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index d61ece85..c67d5f8b 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -409,15 +409,13 @@ def add_heating_capacities_installed_before_baseyear( # file: "WP2_DataAnnex_1_BuildingTechs_ForPublication_201603.xls" -> "existing_heating_raw.csv". # TODO start from original file - existing_heating = pd.read_csv(snakemake.input.existing_heating_distribution, - header=[0,1], - index_col=0) - + existing_heating = pd.read_csv( + snakemake.input.existing_heating_distribution, header=[0, 1], index_col=0 + ) techs = existing_heating.columns.get_level_values(1).unique() for name in existing_heating.columns.get_level_values(0).unique(): - name_type = "central" if name == "urban central" else "decentral" nodes = pd.Index(n.buses.location[n.buses.index.str.contains(f"{name} heat")]) @@ -451,7 +449,9 @@ def add_heating_capacities_installed_before_baseyear( efficiency=efficiency, capital_cost=costs.at[costs_name, "efficiency"] * costs.at[costs_name, "fixed"], - p_nom=existing_heating.loc[nodes, (name, f"{heat_pump_type} heat pump")] * ratio / costs.at[costs_name, "efficiency"], + p_nom=existing_heating.loc[nodes, (name, f"{heat_pump_type} heat pump")] + * ratio + / costs.at[costs_name, "efficiency"], build_year=int(grouping_year), lifetime=costs.at[costs_name, "lifetime"], ) @@ -513,10 +513,11 @@ def add_heating_capacities_installed_before_baseyear( efficiency2=costs.at["oil", "CO2 intensity"], capital_cost=costs.at["decentral oil boiler", "efficiency"] * costs.at["decentral oil boiler", "fixed"], - p_nom= ( + p_nom=( existing_heating.loc[nodes, (name, "oil boiler")] * ratio - / costs.at["decentral oil boiler", "efficiency"]), + / costs.at["decentral oil boiler", "efficiency"] + ), build_year=int(grouping_year), lifetime=costs.at[f"{name_type} gas boiler", "lifetime"], ) diff --git a/scripts/build_district_heat_share.py b/scripts/build_district_heat_share.py index 996ed861..3353437a 100644 --- a/scripts/build_district_heat_share.py +++ b/scripts/build_district_heat_share.py @@ -6,12 +6,10 @@ Build district heat shares at each node, depending on investment year. """ -import pandas as pd - -from prepare_sector_network import get - import logging +import pandas as pd +from prepare_sector_network import get logger = logging.getLogger(__name__) @@ -29,11 +27,11 @@ if __name__ == "__main__": investment_year = int(snakemake.wildcards.planning_horizons[-4:]) - pop_layout = pd.read_csv(snakemake.input.clustered_pop_layout, - index_col=0) + pop_layout = pd.read_csv(snakemake.input.clustered_pop_layout, index_col=0) - district_heat_share = pd.read_csv(snakemake.input.district_heat_share, - index_col=0).squeeze() + district_heat_share = pd.read_csv( + snakemake.input.district_heat_share, index_col=0 + ).squeeze() # make ct-based share nodal district_heat_share = district_heat_share.loc[pop_layout.ct] @@ -62,17 +60,22 @@ if __name__ == "__main__": # difference of max potential and today's share of district heating diff = (urban_fraction * central_fraction) - dist_fraction_node - progress = get(snakemake.config["sector"]["district_heating"]["progress"], investment_year) + progress = get( + snakemake.config["sector"]["district_heating"]["progress"], investment_year + ) dist_fraction_node += diff * progress logger.info( f"Increase district heating share by a progress factor of {progress:.2%} " f"resulting in new average share of {dist_fraction_node.mean():.2%}" ) - df = pd.DataFrame({ - "original district heat share": district_heat_share, - "district fraction of node": dist_fraction_node, - "urban fraction": urban_fraction - }, dtype=float) + df = pd.DataFrame( + { + "original district heat share": district_heat_share, + "district fraction of node": dist_fraction_node, + "urban fraction": urban_fraction, + }, + dtype=float, + ) df.to_csv(snakemake.output.district_heat_share) diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index 08d5bef5..c67bb49d 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -569,21 +569,24 @@ def build_energy_totals(countries, eurostat, swiss, idees): def build_district_heat_share(countries, idees): - # district heating share - district_heat = idees[ - ["derived heat residential", "derived heat services"] - ].sum(axis=1) - total_heat = idees[["thermal uses residential", "thermal uses services"]].sum(axis=1) + district_heat = idees[["derived heat residential", "derived heat services"]].sum( + axis=1 + ) + total_heat = idees[["thermal uses residential", "thermal uses services"]].sum( + axis=1 + ) - district_heat_share = district_heat/total_heat + district_heat_share = district_heat / total_heat district_heat_share = district_heat_share.reindex(countries) # Missing district heating share - dh_share = pd.read_csv( - snakemake.input.district_heat_share, index_col=0, usecols=[0, 1] - ).div(100).squeeze() + dh_share = ( + pd.read_csv(snakemake.input.district_heat_share, index_col=0, usecols=[0, 1]) + .div(100) + .squeeze() + ) # make conservative assumption and take minimum from both data sets district_heat_share = pd.concat( [district_heat_share, dh_share.reindex_like(district_heat_share)], axis=1 diff --git a/scripts/build_existing_heating_distribution.py b/scripts/build_existing_heating_distribution.py index 443c5baa..67993c29 100644 --- a/scripts/build_existing_heating_distribution.py +++ b/scripts/build_existing_heating_distribution.py @@ -6,9 +6,9 @@ Builds table of existing heat generation capacities for initial planning horizon. """ -import pandas as pd -import numpy as np import country_converter as coco +import numpy as np +import pandas as pd cc = coco.CountryConverter() @@ -16,9 +16,9 @@ cc = coco.CountryConverter() def build_existing_heating(): # retrieve existing heating capacities - existing_heating = pd.read_csv(snakemake.input.existing_heating, - index_col=0, - header=0) + existing_heating = pd.read_csv( + snakemake.input.existing_heating, index_col=0, header=0 + ) # data for Albania, Montenegro and Macedonia not included in database existing_heating.loc["Albania"] = np.nan @@ -33,24 +33,25 @@ def build_existing_heating(): existing_heating.index = cc.convert(existing_heating.index, to="iso2") # coal and oil boilers are assimilated to oil boilers - existing_heating["oil boiler"] = existing_heating["oil boiler"] + existing_heating["coal boiler"] + existing_heating["oil boiler"] = ( + existing_heating["oil boiler"] + existing_heating["coal boiler"] + ) existing_heating.drop(["coal boiler"], axis=1, inplace=True) # distribute technologies to nodes by population - pop_layout = pd.read_csv(snakemake.input.clustered_pop_layout, - index_col=0) + pop_layout = pd.read_csv(snakemake.input.clustered_pop_layout, index_col=0) nodal_heating = existing_heating.loc[pop_layout.ct] nodal_heating.index = pop_layout.index nodal_heating = nodal_heating.multiply(pop_layout.fraction, axis=0) - district_heat_info = pd.read_csv(snakemake.input.district_heat_share, - index_col=0) + district_heat_info = pd.read_csv(snakemake.input.district_heat_share, index_col=0) dist_fraction = district_heat_info["district fraction of node"] urban_fraction = district_heat_info["urban fraction"] - energy_layout = pd.read_csv(snakemake.input.clustered_pop_energy_layout, - index_col=0) + energy_layout = pd.read_csv( + snakemake.input.clustered_pop_energy_layout, index_col=0 + ) uses = ["space", "water"] sectors = ["residential", "services"] @@ -58,39 +59,51 @@ def build_existing_heating(): nodal_sectoral_totals = pd.DataFrame(dtype=float) for sector in sectors: - nodal_sectoral_totals[sector] = energy_layout[[f"total {sector} {use}" for use in uses]].sum(axis=1) - - nodal_sectoral_fraction = nodal_sectoral_totals.div(nodal_sectoral_totals.sum(axis=1), - axis=0) + nodal_sectoral_totals[sector] = energy_layout[ + [f"total {sector} {use}" for use in uses] + ].sum(axis=1) + nodal_sectoral_fraction = nodal_sectoral_totals.div( + nodal_sectoral_totals.sum(axis=1), axis=0 + ) nodal_heat_name_fraction = pd.DataFrame(dtype=float) nodal_heat_name_fraction["urban central"] = dist_fraction for sector in sectors: + nodal_heat_name_fraction[f"{sector} rural"] = nodal_sectoral_fraction[ + sector + ] * (1 - urban_fraction) + nodal_heat_name_fraction[f"{sector} urban decentral"] = nodal_sectoral_fraction[ + sector + ] * (urban_fraction - dist_fraction) - nodal_heat_name_fraction[f"{sector} rural"] = nodal_sectoral_fraction[sector]*(1 - urban_fraction) - nodal_heat_name_fraction[f"{sector} urban decentral"] = nodal_sectoral_fraction[sector]*(urban_fraction - dist_fraction) + nodal_heat_name_tech = pd.concat( + { + name: nodal_heating.multiply(nodal_heat_name_fraction[name], axis=0) + for name in nodal_heat_name_fraction.columns + }, + axis=1, + names=["heat name", "technology"], + ) - - nodal_heat_name_tech = pd.concat({name : nodal_heating .multiply(nodal_heat_name_fraction[name], - axis=0) for name in nodal_heat_name_fraction.columns}, - axis=1, - names=["heat name","technology"]) - - - #move all ground HPs to rural, all air to urban + # move all ground HPs to rural, all air to urban for sector in sectors: - nodal_heat_name_tech[(f"{sector} rural","ground heat pump")] += (nodal_heat_name_tech[("urban central","ground heat pump")]*nodal_sectoral_fraction[sector] - + nodal_heat_name_tech[(f"{sector} urban decentral","ground heat pump")]) - nodal_heat_name_tech[(f"{sector} urban decentral","ground heat pump")] = 0. + nodal_heat_name_tech[(f"{sector} rural", "ground heat pump")] += ( + nodal_heat_name_tech[("urban central", "ground heat pump")] + * nodal_sectoral_fraction[sector] + + nodal_heat_name_tech[(f"{sector} urban decentral", "ground heat pump")] + ) + nodal_heat_name_tech[(f"{sector} urban decentral", "ground heat pump")] = 0.0 - nodal_heat_name_tech[(f"{sector} urban decentral","air heat pump")] += nodal_heat_name_tech[(f"{sector} rural","air heat pump")] - nodal_heat_name_tech[(f"{sector} rural","air heat pump")] = 0. + nodal_heat_name_tech[ + (f"{sector} urban decentral", "air heat pump") + ] += nodal_heat_name_tech[(f"{sector} rural", "air heat pump")] + nodal_heat_name_tech[(f"{sector} rural", "air heat pump")] = 0.0 - nodal_heat_name_tech[("urban central","ground heat pump")] = 0. + nodal_heat_name_tech[("urban central", "ground heat pump")] = 0.0 nodal_heat_name_tech.to_csv(snakemake.output.existing_heating_distribution) diff --git a/scripts/build_hourly_heat_demand.py b/scripts/build_hourly_heat_demand.py index 2d1dee54..c972da89 100644 --- a/scripts/build_hourly_heat_demand.py +++ b/scripts/build_hourly_heat_demand.py @@ -48,16 +48,16 @@ if __name__ == "__main__": ) if use == "space": - heat_demand[f"{sector} {use}"] = daily_space_heat_demand * intraday_year_profile + heat_demand[f"{sector} {use}"] = ( + daily_space_heat_demand * intraday_year_profile + ) else: heat_demand[f"{sector} {use}"] = intraday_year_profile - heat_demand = pd.concat(heat_demand, - axis=1, - names = ["sector use", "node"]) + heat_demand = pd.concat(heat_demand, axis=1, names=["sector use", "node"]) - heat_demand.index.name="snapshots" + heat_demand.index.name = "snapshots" - ds = heat_demand.stack().to_xarray() + ds = heat_demand.stack().to_xarray() ds.to_netcdf(snakemake.output.heat_demand) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 241f3c30..ba92e137 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1639,8 +1639,11 @@ def add_land_transport(n, costs): def build_heat_demand(n): - - heat_demand_shape = xr.open_dataset(snakemake.input.hourly_heat_demand_total).to_dataframe().unstack(level=1) + heat_demand_shape = ( + xr.open_dataset(snakemake.input.hourly_heat_demand_total) + .to_dataframe() + .unstack(level=1) + ) sectors = ["residential", "services"] uses = ["water", "space"] @@ -1648,7 +1651,6 @@ def build_heat_demand(n): heat_demand = {} electric_heat_supply = {} for sector, use in product(sectors, uses): - name = f"{sector} {use}" heat_demand[name] = ( @@ -1678,8 +1680,7 @@ def add_heat(n, costs): heat_demand = build_heat_demand(n) - district_heat_info = pd.read_csv(snakemake.input.district_heat_share, - index_col=0) + district_heat_info = pd.read_csv(snakemake.input.district_heat_share, index_col=0) dist_fraction = district_heat_info["district fraction of node"] urban_fraction = district_heat_info["urban fraction"] @@ -1718,7 +1719,6 @@ def add_heat(n, costs): # 1e3 converts from W/m^2 to MW/(1000m^2) = kW/m^2 solar_thermal = options["solar_cf_correction"] * solar_thermal / 1e3 - for name in heat_systems: name_type = "central" if name == "urban central" else "decentral" From 31c7c10fc5e86702d47f9e2da7eb7dfd230e8b54 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 22 Jan 2024 09:30:53 +0100 Subject: [PATCH 510/608] git-blame-ignore-revs: add automated formatting commit --- .git-blame-ignore-revs | 1 + 1 file changed, 1 insertion(+) diff --git a/.git-blame-ignore-revs b/.git-blame-ignore-revs index 0b78b5b6..53f63e71 100644 --- a/.git-blame-ignore-revs +++ b/.git-blame-ignore-revs @@ -6,3 +6,4 @@ 5d1ef8a64055a039aa4a0834d2d26fe7752fe9a0 92080b1cd2ca5f123158571481722767b99c2b27 13769f90af4500948b0376d57df4cceaa13e78b5 +9865a970893d9e515786f33c629b14f71645bf1e \ No newline at end of file From 757fbcc464c4c04b94d2a29cd325963f0a35aa8a Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 22 Jan 2024 08:31:57 +0000 Subject: [PATCH 511/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- .git-blame-ignore-revs | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.git-blame-ignore-revs b/.git-blame-ignore-revs index 53f63e71..3f1edbd8 100644 --- a/.git-blame-ignore-revs +++ b/.git-blame-ignore-revs @@ -6,4 +6,4 @@ 5d1ef8a64055a039aa4a0834d2d26fe7752fe9a0 92080b1cd2ca5f123158571481722767b99c2b27 13769f90af4500948b0376d57df4cceaa13e78b5 -9865a970893d9e515786f33c629b14f71645bf1e \ No newline at end of file +9865a970893d9e515786f33c629b14f71645bf1e From fd57311094f9ef86400e94121cb33e87b6abacbf Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 22 Jan 2024 10:10:40 +0100 Subject: [PATCH 512/608] build_district_heat_share: make safe for single-country runs --- scripts/build_district_heat_share.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_district_heat_share.py b/scripts/build_district_heat_share.py index 3353437a..6e934a2b 100644 --- a/scripts/build_district_heat_share.py +++ b/scripts/build_district_heat_share.py @@ -31,7 +31,7 @@ if __name__ == "__main__": district_heat_share = pd.read_csv( snakemake.input.district_heat_share, index_col=0 - ).squeeze() + )["district heat share"] # make ct-based share nodal district_heat_share = district_heat_share.loc[pop_layout.ct] From 025f48c0c2ba402f61f9cf2d0cf8c4656beae1ac Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 22 Jan 2024 09:11:06 +0000 Subject: [PATCH 513/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/build_district_heat_share.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/scripts/build_district_heat_share.py b/scripts/build_district_heat_share.py index 6e934a2b..86c42631 100644 --- a/scripts/build_district_heat_share.py +++ b/scripts/build_district_heat_share.py @@ -29,9 +29,9 @@ if __name__ == "__main__": pop_layout = pd.read_csv(snakemake.input.clustered_pop_layout, index_col=0) - district_heat_share = pd.read_csv( - snakemake.input.district_heat_share, index_col=0 - )["district heat share"] + district_heat_share = pd.read_csv(snakemake.input.district_heat_share, index_col=0)[ + "district heat share" + ] # make ct-based share nodal district_heat_share = district_heat_share.loc[pop_layout.ct] From a2315c289e8b264655eb4fab8afaf112d84d681b Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 22 Jan 2024 14:31:10 +0100 Subject: [PATCH 514/608] cluster_gas_network: generalise so it can be used elsewhere --- scripts/cluster_gas_network.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/scripts/cluster_gas_network.py b/scripts/cluster_gas_network.py index b8da5012..bc4a6e14 100755 --- a/scripts/cluster_gas_network.py +++ b/scripts/cluster_gas_network.py @@ -75,10 +75,10 @@ def build_clustered_gas_network(df, bus_regions, length_factor=1.25): return df -def reindex_pipes(df): +def reindex_pipes(df, prefix="gas pipeline"): def make_index(x): connector = " <-> " if x.bidirectional else " -> " - return "gas pipeline " + x.bus0 + connector + x.bus1 + return prefix + " " + x.bus0 + connector + x.bus1 df.index = df.apply(make_index, axis=1) From a9ac68b50e837a0365e6eb3e66d57f433dfb6804 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 22 Jan 2024 14:31:35 +0100 Subject: [PATCH 515/608] bugfix: correct way to identify if entry is in snakemake.input --- scripts/prepare_sector_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 4d36e7d4..41ff3ac9 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1321,7 +1321,7 @@ def add_storage_and_grids(n, costs): h2_pipes["p_nom"] = 0.0 - if "custom_h2_pipelines" in snakemake.input: + if snakemake.input.get("custom_h2_pipelines"): fn = snakemake.input.custom_h2_pipelines custom_pipes = pd.read_csv(fn, index_col=0) From 6c593a551b6f090b1066285061ec41f48c325d1c Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 22 Jan 2024 18:07:33 +0100 Subject: [PATCH 516/608] build_hourly_heat_demand: only pass subset of snapshot config --- rules/build_sector.smk | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/rules/build_sector.smk b/rules/build_sector.smk index a24f9f7d..0586ec01 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -147,7 +147,7 @@ rule build_daily_heat_demand: rule build_hourly_heat_demand: params: - snapshots=config["snapshots"], + snapshots={k: config["snapshots"][k] for k in ["start", "end", "inclusive"]}, input: heat_profile="data/heat_load_profile_BDEW.csv", heat_demand=RESOURCES + "daily_heat_demand_{scope}_elec_s{simpl}_{clusters}.nc", From 2173abdff340bd8a1877bd2465d02962f337f525 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 22 Jan 2024 18:20:52 +0000 Subject: [PATCH 517/608] [pre-commit.ci] pre-commit autoupdate MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit updates: - [github.com/fsfe/reuse-tool: v2.1.0 → v3.0.1](https://github.com/fsfe/reuse-tool/compare/v2.1.0...v3.0.1) --- .pre-commit-config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 02d360d3..a38e6800 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -87,6 +87,6 @@ repos: # Check for FSFE REUSE compliance (licensing) - repo: https://github.com/fsfe/reuse-tool - rev: v2.1.0 + rev: v3.0.1 hooks: - id: reuse From 48974edc8d3e9b2236e9e9200db5d4f2867ab280 Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Tue, 23 Jan 2024 16:27:12 +0100 Subject: [PATCH 518/608] Make data retrieval rules use their own minimal conda env This means that the main conda environment can be changed for development purposes without necessitating the re-running of data retrieval due to software environment change by default. --- envs/retrieve.yaml | 13 +++++++++++++ rules/retrieve.smk | 16 ++++++++-------- 2 files changed, 21 insertions(+), 8 deletions(-) create mode 100644 envs/retrieve.yaml diff --git a/envs/retrieve.yaml b/envs/retrieve.yaml new file mode 100644 index 00000000..b5db795d --- /dev/null +++ b/envs/retrieve.yaml @@ -0,0 +1,13 @@ +# SPDX-FileCopyrightText: : 2017-2024 The PyPSA-Eur Authors +# +# SPDX-License-Identifier: MIT + +name: pypsa-eur-retrieve +channels: +- conda-forge +- bioconda +dependencies: +- python>=3.8 +- snakemake-minimal>=7.7.0,<8.0.0 +- pandas>=2.1 +- tqdm diff --git a/rules/retrieve.smk b/rules/retrieve.smk index 5e1e3e59..da2dc40a 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -37,7 +37,7 @@ if config["enable"]["retrieve"] and config["enable"].get("retrieve_databundle", mem_mb=1000, retries: 2 conda: - "../envs/environment.yaml" + "../envs/retrieve.yaml" script: "../scripts/retrieve_databundle.py" @@ -55,7 +55,7 @@ if config["enable"].get("retrieve_irena"): mem_mb=1000, retries: 2 conda: - "../envs/environment.yaml" + "../envs/retrieve.yaml" script: "../scripts/retrieve_irena.py" @@ -157,7 +157,7 @@ if config["enable"]["retrieve"] and config["enable"].get( LOGS + "retrieve_sector_databundle.log", retries: 2 conda: - "../envs/environment.yaml" + "../envs/retrieve.yaml" script: "../scripts/retrieve_sector_databundle.py" @@ -180,7 +180,7 @@ if config["enable"]["retrieve"]: LOGS + "retrieve_gas_infrastructure_data.log", retries: 2 conda: - "../envs/environment.yaml" + "../envs/retrieve.yaml" script: "../scripts/retrieve_gas_infrastructure_data.py" @@ -191,7 +191,7 @@ if config["enable"]["retrieve"]: input: HTTP.remote( "data.open-power-system-data.org/time_series/{version}/time_series_60min_singleindex.csv".format( - version="2019-06-05" + version="2019-06-05" if config["snapshots"]["end"] < "2019" else "2020-10-06" ), @@ -316,7 +316,7 @@ if config["enable"]["retrieve"]: layer_path = ( f"/vsizip/{params.folder}/WDPA_{bYYYY}_Public_shp_{i}.zip" ) - print(f"Adding layer {i+1} of 3 to combined output file.") + print(f"Adding layer {i + 1} of 3 to combined output file.") shell("ogr2ogr -f gpkg -update -append {output.gpkg} {layer_path}") rule download_wdpa_marine: @@ -340,7 +340,7 @@ if config["enable"]["retrieve"]: for i in range(3): # vsizip is special driver for directly working with zipped shapefiles in ogr2ogr layer_path = f"/vsizip/{params.folder}/WDPA_WDOECM_{bYYYY}_Public_marine_shp_{i}.zip" - print(f"Adding layer {i+1} of 3 to combined output file.") + print(f"Adding layer {i + 1} of 3 to combined output file.") shell("ogr2ogr -f gpkg -update -append {output.gpkg} {layer_path}") @@ -376,6 +376,6 @@ if config["enable"]["retrieve"]: mem_mb=5000, retries: 2 conda: - "../envs/environment.yaml" + "../envs/retrieve.yaml" script: "../scripts/retrieve_monthly_fuel_prices.py" From 58ac6629fee01b6f06ec3ea4b2c86bc5cba53d5d Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 23 Jan 2024 15:35:08 +0000 Subject: [PATCH 519/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/retrieve.smk | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/rules/retrieve.smk b/rules/retrieve.smk index da2dc40a..05bbefd8 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -191,7 +191,7 @@ if config["enable"]["retrieve"]: input: HTTP.remote( "data.open-power-system-data.org/time_series/{version}/time_series_60min_singleindex.csv".format( - version="2019-06-05" + version="2019-06-05" if config["snapshots"]["end"] < "2019" else "2020-10-06" ), From eeb3d0789bcf21fd003dc0a0452712c6ed23c5d0 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 22 Jan 2024 09:28:51 +0100 Subject: [PATCH 520/608] correctly read number of solver threads in rule definition --- doc/release_notes.rst | 1 + rules/common.smk | 7 +++++++ rules/solve_electricity.smk | 2 +- rules/solve_myopic.smk | 2 +- rules/solve_overnight.smk | 4 +--- rules/solve_perfect.smk | 2 +- 6 files changed, 12 insertions(+), 6 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index dc1a9dd1..be3b65d0 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -28,6 +28,7 @@ Upcoming Release * Cluster residential and services heat buses by default. Can be disabled with ``cluster_heat_buses: false``. +* Bugfix: Correctly read out number of solver threads from configuration file. PyPSA-Eur 0.9.0 (5th January 2024) ================================== diff --git a/rules/common.smk b/rules/common.smk index 2298ff91..1654180f 100644 --- a/rules/common.smk +++ b/rules/common.smk @@ -13,6 +13,13 @@ for path in helper_source_path: from _helpers import validate_checksum +def solver_threads(w): + solver_options = config["solving"]["solver_options"] + option_set = config["solving"]["solver"]["options"] + threads = solver_options[option_set].get("threads", 4) + return threads + + def memory(w): factor = 3.0 for o in w.opts.split("-"): diff --git a/rules/solve_electricity.smk b/rules/solve_electricity.smk index 7f6092be..ac433cf9 100644 --- a/rules/solve_electricity.smk +++ b/rules/solve_electricity.smk @@ -25,7 +25,7 @@ rule solve_network: + "solve_network/elec_s{simpl}_{clusters}_ec_l{ll}_{opts}_python.log", benchmark: BENCHMARKS + "solve_network/elec_s{simpl}_{clusters}_ec_l{ll}_{opts}" - threads: 4 + threads: solver_threads resources: mem_mb=memory, walltime=config["solving"].get("walltime", "12:00:00"), diff --git a/rules/solve_myopic.smk b/rules/solve_myopic.smk index 7ca8857d..aa94c945 100644 --- a/rules/solve_myopic.smk +++ b/rules/solve_myopic.smk @@ -104,7 +104,7 @@ rule solve_sector_network_myopic: + "elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}_solver.log", python=LOGS + "elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}_python.log", - threads: 4 + threads: solver_threads resources: mem_mb=config["solving"]["mem"], walltime=config["solving"].get("walltime", "12:00:00"), diff --git a/rules/solve_overnight.smk b/rules/solve_overnight.smk index 39778162..aa08b8c3 100644 --- a/rules/solve_overnight.smk +++ b/rules/solve_overnight.smk @@ -28,9 +28,7 @@ rule solve_sector_network: + "logs/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}_memory.log", python=RESULTS + "logs/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}_python.log", - threads: config["solving"]["solver_options"][config["solving"]["solver"]["options"]].get( - "threads", 4 -) + threads: solver_threads resources: mem_mb=config["solving"]["mem"], walltime=config["solving"].get("walltime", "12:00:00"), diff --git a/rules/solve_perfect.smk b/rules/solve_perfect.smk index a7856fa9..ad310f9f 100644 --- a/rules/solve_perfect.smk +++ b/rules/solve_perfect.smk @@ -127,7 +127,7 @@ rule solve_sector_network_perfect: output: RESULTS + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years.nc", - threads: 4 + threads: solver_threads resources: mem_mb=config["solving"]["mem"], shadow: From 9f0555863b4051db14927d0d36431825c689be24 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 23 Jan 2024 18:19:46 +0100 Subject: [PATCH 521/608] powerplantmatching: block version 0.5.9 with breaking bug --- envs/environment.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/envs/environment.yaml b/envs/environment.yaml index 535acbdb..6ff4b7f1 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -26,7 +26,7 @@ dependencies: - yaml - pytables - lxml -- powerplantmatching>=0.5.5 +- powerplantmatching>=0.5.5,!=0.5.9 - numpy - pandas>=2.1 - geopandas>=0.11.0 From 2d12f7ddd0c080dd41410b4006f72bf31665ab53 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 23 Jan 2024 18:41:52 +0100 Subject: [PATCH 522/608] add air-sourced heat pumps to rural areas --- doc/release_notes.rst | 2 ++ scripts/prepare_sector_network.py | 42 ++++++++++++++++--------------- 2 files changed, 24 insertions(+), 20 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index dc1a9dd1..38b47a31 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -28,6 +28,8 @@ Upcoming Release * Cluster residential and services heat buses by default. Can be disabled with ``cluster_heat_buses: false``. +* Air-sourced heat pumps can now also be built in rural areas. Previously, only + ground-sourced heat pumps were considered for this category. PyPSA-Eur 0.9.0 (5th January 2024) ================================== diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 41ff3ac9..169e2614 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1803,28 +1803,30 @@ def add_heat(n, costs): ## Add heat pumps - heat_pump_type = "air" if "urban" in name else "ground" + heat_pump_types = ["air"] if "urban" in name else ["ground", "air"] - costs_name = f"{name_type} {heat_pump_type}-sourced heat pump" - efficiency = ( - cop[heat_pump_type][nodes[name]] - if options["time_dep_hp_cop"] - else costs.at[costs_name, "efficiency"] - ) + for heat_pump_type in heat_pump_types: - n.madd( - "Link", - nodes[name], - suffix=f" {name} {heat_pump_type} heat pump", - bus0=nodes[name], - bus1=nodes[name] + f" {name} heat", - carrier=f"{name} {heat_pump_type} heat pump", - efficiency=efficiency, - capital_cost=costs.at[costs_name, "efficiency"] - * costs.at[costs_name, "fixed"], - p_nom_extendable=True, - lifetime=costs.at[costs_name, "lifetime"], - ) + costs_name = f"{name_type} {heat_pump_type}-sourced heat pump" + efficiency = ( + cop[heat_pump_type][nodes[name]] + if options["time_dep_hp_cop"] + else costs.at[costs_name, "efficiency"] + ) + + n.madd( + "Link", + nodes[name], + suffix=f" {name} {heat_pump_type} heat pump", + bus0=nodes[name], + bus1=nodes[name] + f" {name} heat", + carrier=f"{name} {heat_pump_type} heat pump", + efficiency=efficiency, + capital_cost=costs.at[costs_name, "efficiency"] + * costs.at[costs_name, "fixed"], + p_nom_extendable=True, + lifetime=costs.at[costs_name, "lifetime"], + ) if options["tes"]: n.add("Carrier", name + " water tanks") From bdc36dc5da5834275450119ea823916adb247b91 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 23 Jan 2024 17:43:02 +0000 Subject: [PATCH 523/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 1 - 1 file changed, 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 169e2614..00b9d39b 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1806,7 +1806,6 @@ def add_heat(n, costs): heat_pump_types = ["air"] if "urban" in name else ["ground", "air"] for heat_pump_type in heat_pump_types: - costs_name = f"{name_type} {heat_pump_type}-sourced heat pump" efficiency = ( cop[heat_pump_type][nodes[name]] From b1ce26d2708e10ac5bc3bbf8fb6ba003b913cf0e Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Wed, 24 Jan 2024 09:37:01 +0100 Subject: [PATCH 524/608] Don't include triple solar potential option by default --- config/config.default.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 6349f43e..98595d20 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -44,7 +44,7 @@ scenario: opts: - '' sector_opts: - - Co2L0-3H-T-H-B-I-A-solar+p3-dist1 + - Co2L0-3H-T-H-B-I-A-dist1 planning_horizons: # - 2020 # - 2030 From 2bee36be8788bfdd2442312324f7077c4139a099 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 24 Jan 2024 10:17:26 +0100 Subject: [PATCH 525/608] follow-up to #891: remove remaining solar+p3 references --- config/config.perfect.yaml | 6 +- config/config.personal.yaml | 1070 ++++++++++++++++++++++++++ config/test/config.myopic.yaml | 2 +- config/test/config.overnight.yaml | 2 +- config/test/config.perfect.yaml | 2 +- scripts/add_brownfield.py | 2 +- scripts/add_existing_baseyear.py | 2 +- scripts/plot_network.py | 2 +- scripts/prepare_perfect_foresight.py | 2 +- scripts/prepare_sector_network.py | 2 +- scripts/solve_network.py | 2 +- 11 files changed, 1082 insertions(+), 12 deletions(-) create mode 100644 config/config.personal.yaml diff --git a/config/config.perfect.yaml b/config/config.perfect.yaml index 4dde8db9..ff531303 100644 --- a/config/config.perfect.yaml +++ b/config/config.perfect.yaml @@ -19,9 +19,9 @@ scenario: opts: - '' sector_opts: - - 1p5-4380H-T-H-B-I-A-solar+p3-dist1 - - 1p7-4380H-T-H-B-I-A-solar+p3-dist1 - - 2p0-4380H-T-H-B-I-A-solar+p3-dist1 + - 1p5-4380H-T-H-B-I-A-dist1 + - 1p7-4380H-T-H-B-I-A-dist1 + - 2p0-4380H-T-H-B-I-A-dist1 planning_horizons: - 2020 - 2025 diff --git a/config/config.personal.yaml b/config/config.personal.yaml new file mode 100644 index 00000000..b86b56f7 --- /dev/null +++ b/config/config.personal.yaml @@ -0,0 +1,1070 @@ +# SPDX-FileCopyrightText: : 2017-2023 The PyPSA-Eur Authors +# +# SPDX-License-Identifier: CC0-1.0 + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#top-level-configuration +version: 0.9.0 +tutorial: false + +logging: + level: INFO + format: '%(levelname)s:%(name)s:%(message)s' + +private: + keys: + entsoe_api: + +remote: + ssh: "z1" + path: "SCRATCH/projects/pypsa-eur" + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#run +run: + name: "" + disable_progressbar: false + shared_resources: false + shared_cutouts: true + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#foresight +foresight: overnight + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#scenario +# Wildcard docs in https://pypsa-eur.readthedocs.io/en/latest/wildcards.html +scenario: + simpl: + - '' + ll: + - vopt + clusters: + - 37 + # - 150 + opts: + - '' + sector_opts: + # - Co2L0-3H-T-H-B-I-A + # - Co2L0-2190SEG-T-H-B-I-A + # - Co2L0-25H-T-H-B-I-A + - Co2L0-97H-T-H-B-I-A + planning_horizons: + # - 2020 + - 2030 + # - 2040 + # - 2050 + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#countries +countries: ['AL', 'AT', 'BA', 'BE', 'BG', 'CH', 'CZ', 'DE', 'DK', 'EE', 'ES', 'FI', 'FR', 'GB', 'GR', 'HR', 'HU', 'IE', 'IT', 'LT', 'LU', 'LV', 'ME', 'MK', 'NL', 'NO', 'PL', 'PT', 'RO', 'RS', 'SE', 'SI', 'SK'] + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#snapshots +snapshots: + start: "2013-01-01" + end: "2014-01-01" + inclusive: 'left' + resolution: false + segmentation: false + #representative: false + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#enable +enable: + retrieve: auto + prepare_links_p_nom: false + retrieve_databundle: true + retrieve_sector_databundle: true + retrieve_cost_data: true + build_cutout: false + retrieve_irena: false + retrieve_cutout: true + build_natura_raster: false + retrieve_natura_raster: true + custom_busmap: false + + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#co2-budget +co2_budget: + 2020: 0.701 + 2025: 0.524 + 2030: 0.297 + 2035: 0.150 + 2040: 0.071 + 2045: 0.032 + 2050: 0.000 + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#electricity +electricity: + voltages: [220., 300., 380., 500., 750.] + gaslimit_enable: false + gaslimit: false + co2limit_enable: false + co2limit: 7.75e+7 + co2base: 1.487e+9 + agg_p_nom_limits: data/agg_p_nom_minmax.csv + + operational_reserve: + activate: false + epsilon_load: 0.02 + epsilon_vres: 0.02 + contingency: 4000 + + max_hours: + battery: 6 + H2: 168 + + extendable_carriers: + Generator: [solar, onwind, offwind-ac, offwind-dc, OCGT] + StorageUnit: [] # battery, H2 + Store: [battery, H2] + Link: [] # H2 pipeline + + powerplants_filter: (DateOut >= 2022 or DateOut != DateOut) + custom_powerplants: false + everywhere_powerplants: [nuclear, oil, OCGT, CCGT, coal, lignite, geothermal, biomass] + + conventional_carriers: [nuclear, oil, OCGT, CCGT, coal, lignite, geothermal, biomass] + renewable_carriers: [solar, onwind, offwind-ac, offwind-dc, hydro] + + estimate_renewable_capacities: + enable: true + from_opsd: true + year: 2020 + expansion_limit: false + technology_mapping: + Offshore: [offwind-ac, offwind-dc] + Onshore: [onwind] + PV: [solar] + + autarky: + enable: false + by_country: false + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#atlite +atlite: + default_cutout: europe-2013-era5 + nprocesses: 4 + show_progress: false + cutouts: + # use 'base' to determine geographical bounds and time span from config + # base: + # module: era5 + europe-2013-era5: + module: era5 # in priority order + x: [-12., 42.] + y: [33., 72] + dx: 0.3 + dy: 0.3 + time: ['2013', '2013'] + europe-2013-sarah: + module: [sarah, era5] # in priority order + x: [-12., 42.] + y: [33., 65] + dx: 0.2 + dy: 0.2 + time: ['2013', '2013'] + sarah_interpolate: false + sarah_dir: + features: [influx, temperature] + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#renewable +renewable: + onwind: + cutout: europe-2013-era5 + resource: + method: wind + turbine: Vestas_V112_3MW + add_cutout_windspeed: true + capacity_per_sqkm: 3 + # correction_factor: 0.93 + corine: + grid_codes: [12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 32] + distance: 1000 + distance_grid_codes: [1, 2, 3, 4, 5, 6] + luisa: false + # grid_codes: [1111, 1121, 1122, 1123, 1130, 1210, 1221, 1222, 1230, 1241, 1242] + # distance: 1000 + # distance_grid_codes: [1111, 1121, 1122, 1123, 1130, 1210, 1221, 1222, 1230, 1241, 1242] + natura: true + excluder_resolution: 100 + clip_p_max_pu: 1.e-2 + offwind-ac: + cutout: europe-2013-era5 + resource: + method: wind + turbine: NREL_ReferenceTurbine_2020ATB_5.5MW + add_cutout_windspeed: true + capacity_per_sqkm: 2 + correction_factor: 0.8855 + corine: [44, 255] + luisa: false # [0, 5230] + natura: true + ship_threshold: 400 + max_depth: 50 + max_shore_distance: 30000 + excluder_resolution: 200 + clip_p_max_pu: 1.e-2 + offwind-dc: + cutout: europe-2013-era5 + resource: + method: wind + turbine: NREL_ReferenceTurbine_2020ATB_5.5MW + add_cutout_windspeed: true + capacity_per_sqkm: 2 + correction_factor: 0.8855 + corine: [44, 255] + luisa: false # [0, 5230] + natura: true + ship_threshold: 400 + max_depth: 50 + min_shore_distance: 30000 + excluder_resolution: 200 + clip_p_max_pu: 1.e-2 + solar: + cutout: europe-2013-sarah + resource: + method: pv + panel: CSi + orientation: + slope: 35. + azimuth: 180. + capacity_per_sqkm: 5.1 + # correction_factor: 0.854337 + corine: [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 26, 31, 32] + luisa: false # [1111, 1121, 1122, 1123, 1130, 1210, 1221, 1222, 1230, 1241, 1242, 1310, 1320, 1330, 1410, 1421, 1422, 2110, 2120, 2130, 2210, 2220, 2230, 2310, 2410, 2420, 3210, 3320, 3330] + natura: true + excluder_resolution: 100 + clip_p_max_pu: 1.e-2 + hydro: + cutout: europe-2013-era5 + carriers: [ror, PHS, hydro] + PHS_max_hours: 6 + hydro_max_hours: "energy_capacity_totals_by_country" # one of energy_capacity_totals_by_country, estimate_by_large_installations or a float + flatten_dispatch: false + flatten_dispatch_buffer: 0.2 + clip_min_inflow: 1.0 + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#conventional +conventional: + unit_commitment: false + dynamic_fuel_price: false + nuclear: + p_max_pu: "data/nuclear_p_max_pu.csv" # float of file name + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#lines +lines: + types: + 220.: "Al/St 240/40 2-bundle 220.0" + 300.: "Al/St 240/40 3-bundle 300.0" + 380.: "Al/St 240/40 4-bundle 380.0" + 500.: "Al/St 240/40 4-bundle 380.0" + 750.: "Al/St 560/50 4-bundle 750.0" + s_max_pu: 0.7 + s_nom_max: .inf + max_extension: 20000 #MW + length_factor: 1.25 + reconnect_crimea: true + under_construction: 'zero' # 'zero': set capacity to zero, 'remove': remove, 'keep': with full capacity + dynamic_line_rating: + activate: false + cutout: europe-2013-era5 + correction_factor: 0.95 + max_voltage_difference: false + max_line_rating: false + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#links +links: + p_max_pu: 1.0 + p_nom_max: .inf + max_extension: 30000 #MW + include_tyndp: true + under_construction: 'zero' # 'zero': set capacity to zero, 'remove': remove, 'keep': with full capacity + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#transformers +transformers: + x: 0.1 + s_nom: 2000. + type: '' + +# docs-load in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#load +load: + power_statistics: true + interpolate_limit: 3 + time_shift_for_large_gaps: 1w + manual_adjustments: true # false + scaling_factor: 1.0 + +# docs +# TODO: PyPSA-Eur merge issue in prepare_sector_network.py +# regulate what components with which carriers are kept from PyPSA-Eur; +# some technologies are removed because they are implemented differently +# (e.g. battery or H2 storage) or have different year-dependent costs +# in PyPSA-Eur-Sec +pypsa_eur: + Bus: + - AC + Link: + - DC + Generator: + - onwind + - offwind-ac + - offwind-dc + - solar + - ror + - nuclear + StorageUnit: + - PHS + - hydro + Store: [] + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#energy +energy: + energy_totals_year: 2011 + base_emissions_year: 1990 + eurostat_report_year: 2016 + emissions: CO2 + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#biomass +biomass: + year: 2030 + scenario: ENS_Med + classes: + solid biomass: + - Agricultural waste + - Fuelwood residues + - Secondary Forestry residues - woodchips + - Sawdust + - Residues from landscape care + - Municipal waste + not included: + - Sugar from sugar beet + - Rape seed + - "Sunflower, soya seed " + - Bioethanol barley, wheat, grain maize, oats, other cereals and rye + - Miscanthus, switchgrass, RCG + - Willow + - Poplar + - FuelwoodRW + - C&P_RW + biogas: + - Manure solid, liquid + - Sludge + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#solar-thermal +solar_thermal: + clearsky_model: simple # should be "simple" or "enhanced"? + orientation: + slope: 45. + azimuth: 180. + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#existing-capacities +existing_capacities: + grouping_years_power: [1980, 1985, 1990, 1995, 2000, 2005, 2010, 2015, 2020, 2025, 2030] + grouping_years_heat: [1980, 1985, 1990, 1995, 2000, 2005, 2010, 2015, 2019] # these should not extend 2020 + threshold_capacity: 10 + conventional_carriers: + - lignite + - coal + - oil + - uranium + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#sector +sector: + district_heating: + potential: 0.6 + progress: + 2020: 0.0 + 2025: 0.15 + 2030: 0.3 + 2035: 0.45 + 2040: 0.6 + 2045: 0.8 + 2050: 1.0 + district_heating_loss: 0.15 + cluster_heat_buses: true + bev_dsm_restriction_value: 0.75 + bev_dsm_restriction_time: 7 + transport_heating_deadband_upper: 20. + transport_heating_deadband_lower: 15. + ICE_lower_degree_factor: 0.375 + ICE_upper_degree_factor: 1.6 + EV_lower_degree_factor: 0.98 + EV_upper_degree_factor: 0.63 + bev_dsm: true + bev_availability: 0.5 + bev_energy: 0.05 + bev_charge_efficiency: 0.9 + bev_plug_to_wheel_efficiency: 0.2 + bev_charge_rate: 0.011 + bev_avail_max: 0.95 + bev_avail_mean: 0.8 + v2g: true + land_transport_fuel_cell_share: + 2020: 0 + 2025: 0 + 2030: 0 + 2035: 0 + 2040: 0 + 2045: 0 + 2050: 0 + land_transport_electric_share: + 2020: 0 + 2025: 0.15 + 2030: 0.3 + 2035: 0.45 + 2040: 0.7 + 2045: 0.85 + 2050: 1 + land_transport_ice_share: + 2020: 1 + 2025: 0.85 + 2030: 0.7 + 2035: 0.55 + 2040: 0.3 + 2045: 0.15 + 2050: 0 + transport_fuel_cell_efficiency: 0.5 + transport_internal_combustion_efficiency: 0.3 + agriculture_machinery_electric_share: 0 + agriculture_machinery_oil_share: 1 + agriculture_machinery_fuel_efficiency: 0.7 + agriculture_machinery_electric_efficiency: 0.3 + MWh_MeOH_per_MWh_H2: 0.8787 + MWh_MeOH_per_tCO2: 4.0321 + MWh_MeOH_per_MWh_e: 3.6907 + shipping_hydrogen_liquefaction: false + shipping_hydrogen_share: + 2020: 0 + 2025: 0 + 2030: 0 + 2035: 0 + 2040: 0 + 2045: 0 + 2050: 0 + shipping_methanol_share: + 2020: 0 + 2025: 0.15 + 2030: 0.3 + 2035: 0.5 + 2040: 0.7 + 2045: 0.85 + 2050: 1 + shipping_oil_share: + 2020: 1 + 2025: 0.85 + 2030: 0.7 + 2035: 0.5 + 2040: 0.3 + 2045: 0.15 + 2050: 0 + shipping_methanol_efficiency: 0.46 + shipping_oil_efficiency: 0.40 + aviation_demand_factor: 1. + HVC_demand_factor: 1. + time_dep_hp_cop: true + heat_pump_sink_T: 55. + reduce_space_heat_exogenously: true + reduce_space_heat_exogenously_factor: + 2020: 0.10 # this results in a space heat demand reduction of 10% + 2025: 0.09 # first heat demand increases compared to 2020 because of larger floor area per capita + 2030: 0.09 + 2035: 0.11 + 2040: 0.16 + 2045: 0.21 + 2050: 0.29 + retrofitting: + retro_endogen: false + cost_factor: 1.0 + interest_rate: 0.04 + annualise_cost: true + tax_weighting: false + construction_index: true + tes: true + tes_tau: + decentral: 3 + central: 180 + boilers: true + resistive_heaters: true + oil_boilers: false + biomass_boiler: true + chp: true + micro_chp: false + solar_thermal: false + solar_cf_correction: 0.788457 # = >>> 1/1.2683 + marginal_cost_storage: 0. #1e-4 + methanation: true + coal_cc: false + dac: true + co2_vent: false + central_heat_vent: false + allam_cycle: false + hydrogen_fuel_cell: true + hydrogen_turbine: false + SMR: true + SMR_cc: true + regional_methanol_demand: false + regional_oil_demand: false + regional_co2_sequestration_potential: + enable: false + attribute: 'conservative estimate Mt' + include_onshore: false + min_size: 3 + max_size: 25 + years_of_storage: 25 + co2_sequestration_potential: 200 + co2_sequestration_cost: 10 + co2_sequestration_lifetime: 50 + co2_spatial: false + co2network: false + co2_network_cost_factor: 1 + cc_fraction: 0.9 + hydrogen_underground_storage: true + hydrogen_underground_storage_locations: + # - onshore # more than 50 km from sea + - nearshore # within 50 km of sea + # - offshore + ammonia: false + min_part_load_fischer_tropsch: 0.7 + min_part_load_methanolisation: 0.3 + min_part_load_methanation: 0.3 + use_fischer_tropsch_waste_heat: true + use_haber_bosch_waste_heat: true + use_methanolisation_waste_heat: true + use_methanation_waste_heat: true + use_fuel_cell_waste_heat: true + use_electrolysis_waste_heat: true + electricity_distribution_grid: true + electricity_distribution_grid_cost_factor: 1.0 + electricity_grid_connection: true + transmission_efficiency: + DC: + efficiency_static: 0.98 + efficiency_per_1000km: 0.977 + H2 pipeline: + efficiency_per_1000km: 1 # 0.979 + compression_per_1000km: 0.019 + gas pipeline: + efficiency_per_1000km: 1 #0.977 + compression_per_1000km: 0.01 + H2_network: true + gas_network: false + H2_retrofit: false + H2_retrofit_capacity_per_CH4: 0.6 + gas_network_connectivity_upgrade: 1 + gas_distribution_grid: true + gas_distribution_grid_cost_factor: 1.0 + biomass_spatial: false + biomass_transport: false + biogas_upgrading_cc: false + conventional_generation: + OCGT: gas + biomass_to_liquid: false + biosng: false + limit_max_growth: + enable: false + # allowing 30% larger than max historic growth + factor: 1.3 + max_growth: # unit GW + onwind: 16 # onshore max grow so far 16 GW in Europe https://www.iea.org/reports/renewables-2020/wind + solar: 28 # solar max grow so far 28 GW in Europe https://www.iea.org/reports/renewables-2020/solar-pv + offwind-ac: 35 # offshore max grow so far 3.5 GW in Europe https://windeurope.org/about-wind/statistics/offshore/european-offshore-wind-industry-key-trends-statistics-2019/ + offwind-dc: 35 + max_relative_growth: + onwind: 3 + solar: 3 + offwind-ac: 3 + offwind-dc: 3 + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#industry +industry: + St_primary_fraction: + 2020: 0.6 + 2025: 0.55 + 2030: 0.5 + 2035: 0.45 + 2040: 0.4 + 2045: 0.35 + 2050: 0.3 + DRI_fraction: + 2020: 0 + 2025: 0 + 2030: 0.05 + 2035: 0.2 + 2040: 0.4 + 2045: 0.7 + 2050: 1 + H2_DRI: 1.7 + elec_DRI: 0.322 + Al_primary_fraction: + 2020: 0.4 + 2025: 0.375 + 2030: 0.35 + 2035: 0.325 + 2040: 0.3 + 2045: 0.25 + 2050: 0.2 + MWh_NH3_per_tNH3: 5.166 + MWh_CH4_per_tNH3_SMR: 10.8 + MWh_elec_per_tNH3_SMR: 0.7 + MWh_H2_per_tNH3_electrolysis: 5.93 + MWh_elec_per_tNH3_electrolysis: 0.2473 + MWh_NH3_per_MWh_H2_cracker: 1.46 # https://github.com/euronion/trace/blob/44a5ff8401762edbef80eff9cfe5a47c8d3c8be4/data/efficiencies.csv + NH3_process_emissions: 24.5 + petrochemical_process_emissions: 25.5 + HVC_primary_fraction: 1. + HVC_mechanical_recycling_fraction: 0. + HVC_chemical_recycling_fraction: 0. + HVC_production_today: 52. + MWh_elec_per_tHVC_mechanical_recycling: 0.547 + MWh_elec_per_tHVC_chemical_recycling: 6.9 + chlorine_production_today: 9.58 + MWh_elec_per_tCl: 3.6 + MWh_H2_per_tCl: -0.9372 + methanol_production_today: 1.5 + MWh_elec_per_tMeOH: 0.167 + MWh_CH4_per_tMeOH: 10.25 + hotmaps_locate_missing: false + reference_year: 2015 + + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#costs +costs: + year: 2030 + version: v0.6.0 + rooftop_share: 0.14 # based on the potentials, assuming (0.1 kW/m2 and 10 m2/person) + social_discountrate: 0.02 + fill_values: + FOM: 0 + VOM: 0 + efficiency: 1 + fuel: 0 + investment: 0 + lifetime: 25 + "CO2 intensity": 0 + "discount rate": 0.07 + # Marginal and capital costs can be overwritten + # capital_cost: + # onwind: 500 + marginal_cost: + solar: 0.01 + onwind: 0.015 + offwind: 0.015 + hydro: 0. + H2: 0. + electrolysis: 0. + fuel cell: 0. + battery: 0. + battery inverter: 0. + emission_prices: + enable: false + co2: 0. + co2_monthly_prices: false + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#clustering +clustering: + focus_weights: false + simplify_network: + to_substations: false + algorithm: kmeans # choose from: [hac, kmeans] + feature: solar+onwind-time + exclude_carriers: [] + remove_stubs: true + remove_stubs_across_borders: true + cluster_network: + algorithm: kmeans + feature: solar+onwind-time + exclude_carriers: [] + consider_efficiency_classes: false + aggregation_strategies: + generators: + committable: any + ramp_limit_up: max + ramp_limit_down: max + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#solving +solving: + #tmpdir: "path/to/tmp" + options: + clip_p_max_pu: 1.e-2 + load_shedding: false + noisy_costs: true + skip_iterations: true + rolling_horizon: false + seed: 123 + custom_extra_functionality: "../data/custom_extra_functionality.py" + # options that go into the optimize function + track_iterations: false + min_iterations: 4 + max_iterations: 6 + transmission_losses: 2 + linearized_unit_commitment: true + horizon: 365 + + constraints: + CCL: false + EQ: false + BAU: false + SAFE: false + + solver: + name: copt + options: copt-default + + solver_options: + highs-default: + # refer to https://ergo-code.github.io/HiGHS/options/definitions.html#solver + threads: 4 + solver: "ipm" + run_crossover: "off" + small_matrix_value: 1e-6 + large_matrix_value: 1e9 + primal_feasibility_tolerance: 1e-5 + dual_feasibility_tolerance: 1e-5 + ipm_optimality_tolerance: 1e-4 + parallel: "on" + random_seed: 123 + gurobi-default: + threads: 8 + method: 2 # barrier + crossover: 0 + BarConvTol: 1.e-6 + Seed: 123 + # AggFill: 0 + # PreDual: 2 + # GURO_PAR_BARDENSETHRESH: 200 + gurobi-numeric-focus: + name: gurobi + NumericFocus: 3 # Favour numeric stability over speed + method: 2 # barrier + crossover: 0 # do not use crossover + BarHomogeneous: 1 # Use homogeneous barrier if standard does not converge + BarConvTol: 1.e-5 + FeasibilityTol: 1.e-4 + OptimalityTol: 1.e-4 + ObjScale: -0.5 + threads: 8 + Seed: 123 + gurobi-fallback: # Use gurobi defaults + name: gurobi + crossover: 0 + method: 2 # barrier + BarHomogeneous: 1 # Use homogeneous barrier if standard does not converge + BarConvTol: 1.e-5 + FeasibilityTol: 1.e-5 + OptimalityTol: 1.e-5 + Seed: 123 + threads: 8 + cplex-default: + threads: 4 + lpmethod: 4 # barrier + solutiontype: 2 # non basic solution, ie no crossover + barrier.convergetol: 1.e-5 + feasopt.tolerance: 1.e-6 + copt-vanilla: + Threads: 8 + copt-default: + Threads: 8 + LpMethod: 2 + Scaling: 1 + Presolve: 3 + Crossover: 0 + cbc-default: {} # Used in CI + glpk-default: {} # Used in CI + + mem: 80000 #memory in MB; 20 GB enough for 50+B+I+H2; 100 GB for 181+B+I+H2 + walltime: "10:00:00" + +# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#plotting +plotting: + map: + boundaries: [-11, 30, 34, 71] + color_geomap: + ocean: white + land: white + eu_node_location: + x: -5.5 + y: 46. + costs_max: 1000 + costs_threshold: 1 + energy_max: 20000 + energy_min: -20000 + energy_threshold: 50. + + nice_names: + OCGT: "Open-Cycle Gas" + CCGT: "Combined-Cycle Gas" + offwind-ac: "Offshore Wind (AC)" + offwind-dc: "Offshore Wind (DC)" + onwind: "Onshore Wind" + solar: "Solar" + PHS: "Pumped Hydro Storage" + hydro: "Reservoir & Dam" + battery: "Battery Storage" + H2: "Hydrogen Storage" + lines: "Transmission Lines" + ror: "Run of River" + load: "Load Shedding" + ac: "AC" + dc: "DC" + + tech_colors: + # wind + onwind: "#235ebc" + onshore wind: "#235ebc" + offwind: "#6895dd" + offshore wind: "#6895dd" + offwind-ac: "#6895dd" + offshore wind (AC): "#6895dd" + offshore wind ac: "#6895dd" + offwind-dc: "#74c6f2" + offshore wind (DC): "#74c6f2" + offshore wind dc: "#74c6f2" + # water + hydro: '#298c81' + hydro reservoir: '#298c81' + ror: '#3dbfb0' + run of river: '#3dbfb0' + hydroelectricity: '#298c81' + PHS: '#51dbcc' + hydro+PHS: "#08ad97" + wave: '#a7d4cf' + # solar + solar: "#f9d002" + solar PV: "#f9d002" + solar thermal: '#ffbf2b' + residential rural solar thermal: '#f1c069' + services rural solar thermal: '#eabf61' + residential urban decentral solar thermal: '#e5bc5a' + services urban decentral solar thermal: '#dfb953' + urban central solar thermal: '#d7b24c' + solar rooftop: '#ffea80' + # gas + OCGT: '#e0986c' + OCGT marginal: '#e0986c' + OCGT-heat: '#e0986c' + gas boiler: '#db6a25' + gas boilers: '#db6a25' + gas boiler marginal: '#db6a25' + residential rural gas boiler: '#d4722e' + residential urban decentral gas boiler: '#cb7a36' + services rural gas boiler: '#c4813f' + services urban decentral gas boiler: '#ba8947' + urban central gas boiler: '#b0904f' + gas: '#e05b09' + fossil gas: '#e05b09' + natural gas: '#e05b09' + biogas to gas: '#e36311' + biogas to gas CC: '#e51245' + CCGT: '#a85522' + CCGT marginal: '#a85522' + allam: '#B98F76' + gas for industry co2 to atmosphere: '#692e0a' + gas for industry co2 to stored: '#8a3400' + gas for industry: '#853403' + gas for industry CC: '#692e0a' + gas pipeline: '#ebbca0' + gas pipeline new: '#a87c62' + # oil + oil: '#c9c9c9' + imported oil: '#a3a3a3' + oil boiler: '#adadad' + residential rural oil boiler: '#a9a9a9' + services rural oil boiler: '#a5a5a5' + residential urban decentral oil boiler: '#a1a1a1' + urban central oil boiler: '#9d9d9d' + services urban decentral oil boiler: '#999999' + agriculture machinery oil: '#949494' + shipping oil: "#808080" + land transport oil: '#afafaf' + # nuclear + Nuclear: '#ff8c00' + Nuclear marginal: '#ff8c00' + nuclear: '#ff8c00' + uranium: '#ff8c00' + # coal + Coal: '#545454' + coal: '#545454' + Coal marginal: '#545454' + coal for industry: '#343434' + solid: '#545454' + Lignite: '#826837' + lignite: '#826837' + Lignite marginal: '#826837' + # biomass + biogas: '#e3d37d' + biomass: '#baa741' + solid biomass: '#baa741' + solid biomass transport: '#baa741' + solid biomass for industry: '#7a6d26' + solid biomass for industry CC: '#47411c' + solid biomass for industry co2 from atmosphere: '#736412' + solid biomass for industry co2 to stored: '#47411c' + urban central solid biomass CHP: '#9d9042' + urban central solid biomass CHP CC: '#6c5d28' + biomass boiler: '#8A9A5B' + residential rural biomass boiler: '#a1a066' + residential urban decentral biomass boiler: '#b0b87b' + services rural biomass boiler: '#c6cf98' + services urban decentral biomass boiler: '#dde5b5' + biomass to liquid: '#32CD32' + BioSNG: '#123456' + # power transmission + lines: '#6c9459' + transmission lines: '#6c9459' + electricity distribution grid: '#97ad8c' + low voltage: '#97ad8c' + # electricity demand + Electric load: '#110d63' + electric demand: '#110d63' + electricity: '#110d63' + industry electricity: '#2d2a66' + industry new electricity: '#2d2a66' + agriculture electricity: '#494778' + # battery + EVs + battery: '#ace37f' + battery storage: '#ace37f' + battery charger: '#88a75b' + battery discharger: '#5d4e29' + home battery: '#80c944' + home battery storage: '#80c944' + home battery charger: '#5e8032' + home battery discharger: '#3c5221' + BEV charger: '#baf238' + V2G: '#e5ffa8' + land transport EV: '#baf238' + Li ion: '#baf238' + # hot water storage + water tanks: '#e69487' + residential rural water tanks: '#f7b7a3' + services rural water tanks: '#f3afa3' + residential urban decentral water tanks: '#f2b2a3' + services urban decentral water tanks: '#f1b4a4' + urban central water tanks: '#e9977d' + hot water storage: '#e69487' + hot water charging: '#e8998b' + urban central water tanks charger: '#b57a67' + residential rural water tanks charger: '#b4887c' + residential urban decentral water tanks charger: '#b39995' + services rural water tanks charger: '#b3abb0' + services urban decentral water tanks charger: '#b3becc' + hot water discharging: '#e99c8e' + urban central water tanks discharger: '#b9816e' + residential rural water tanks discharger: '#ba9685' + residential urban decentral water tanks discharger: '#baac9e' + services rural water tanks discharger: '#bbc2b8' + services urban decentral water tanks discharger: '#bdd8d3' + # heat demand + Heat load: '#cc1f1f' + heat: '#cc1f1f' + heat vent: '#aa3344' + heat demand: '#cc1f1f' + rural heat: '#ff5c5c' + residential rural heat: '#ff7c7c' + services rural heat: '#ff9c9c' + central heat: '#cc1f1f' + urban central heat: '#d15959' + urban central heat vent: '#a74747' + decentral heat: '#750606' + residential urban decentral heat: '#a33c3c' + services urban decentral heat: '#cc1f1f' + low-temperature heat for industry: '#8f2727' + process heat: '#ff0000' + agriculture heat: '#d9a5a5' + # heat supply + heat pumps: '#2fb537' + heat pump: '#2fb537' + air heat pump: '#36eb41' + residential urban decentral air heat pump: '#48f74f' + services urban decentral air heat pump: '#5af95d' + urban central air heat pump: '#6cfb6b' + ground heat pump: '#2fb537' + residential rural ground heat pump: '#48f74f' + services rural ground heat pump: '#5af95d' + Ambient: '#98eb9d' + CHP: '#8a5751' + urban central gas CHP: '#8d5e56' + CHP CC: '#634643' + urban central gas CHP CC: '#6e4e4c' + CHP heat: '#8a5751' + CHP electric: '#8a5751' + district heating: '#e8beac' + resistive heater: '#d8f9b8' + residential rural resistive heater: '#bef5b5' + residential urban decentral resistive heater: '#b2f1a9' + services rural resistive heater: '#a5ed9d' + services urban decentral resistive heater: '#98e991' + urban central resistive heater: '#8cdf85' + retrofitting: '#8487e8' + building retrofitting: '#8487e8' + # hydrogen + H2 for industry: "#f073da" + H2 for shipping: "#ebaee0" + H2: '#bf13a0' + hydrogen: '#bf13a0' + retrofitted H2 boiler: '#e5a0d9' + SMR: '#870c71' + SMR CC: '#4f1745' + H2 liquefaction: '#d647bd' + hydrogen storage: '#bf13a0' + H2 Store: '#bf13a0' + H2 storage: '#bf13a0' + land transport fuel cell: '#6b3161' + H2 pipeline: '#f081dc' + H2 pipeline retrofitted: '#ba99b5' + H2 Fuel Cell: '#c251ae' + H2 fuel cell: '#c251ae' + H2 turbine: '#991f83' + H2 Electrolysis: '#ff29d9' + H2 electrolysis: '#ff29d9' + # ammonia + NH3: '#46caf0' + ammonia: '#46caf0' + ammonia store: '#00ace0' + ammonia cracker: '#87d0e6' + Haber-Bosch: '#076987' + # syngas + Sabatier: '#9850ad' + methanation: '#c44ce6' + methane: '#c44ce6' + # synfuels + Fischer-Tropsch: '#25c49a' + liquid: '#25c49a' + kerosene for aviation: '#a1ffe6' + naphtha for industry: '#57ebc4' + methanolisation: '#83d6d5' + methanol: '#468c8b' + shipping methanol: '#468c8b' + # co2 + CC: '#f29dae' + CCS: '#f29dae' + CO2 sequestration: '#f29dae' + DAC: '#ff5270' + co2 stored: '#f2385a' + co2 sequestered: '#f2682f' + co2: '#f29dae' + co2 vent: '#ffd4dc' + CO2 pipeline: '#f5627f' + # emissions + process emissions CC: '#000000' + process emissions: '#222222' + process emissions to stored: '#444444' + process emissions to atmosphere: '#888888' + oil emissions: '#aaaaaa' + shipping oil emissions: "#555555" + shipping methanol emissions: '#666666' + land transport oil emissions: '#777777' + agriculture machinery oil emissions: '#333333' + # other + shipping: '#03a2ff' + power-to-heat: '#2fb537' + power-to-gas: '#c44ce6' + power-to-H2: '#ff29d9' + power-to-liquid: '#25c49a' + gas-to-power/heat: '#ee8340' + waste: '#e3d37d' + other: '#000000' + geothermal: '#ba91b1' + AC: "#70af1d" + AC-AC: "#70af1d" + AC line: "#70af1d" + links: "#8a1caf" + HVDC links: "#8a1caf" + DC: "#8a1caf" + DC-DC: "#8a1caf" + DC link: "#8a1caf" + load: "#dd2e23" diff --git a/config/test/config.myopic.yaml b/config/test/config.myopic.yaml index d566c6cb..2dab7b04 100644 --- a/config/test/config.myopic.yaml +++ b/config/test/config.myopic.yaml @@ -18,7 +18,7 @@ scenario: clusters: - 5 sector_opts: - - 24H-T-H-B-I-A-solar+p3-dist1 + - 24H-T-H-B-I-A-dist1 planning_horizons: - 2030 - 2040 diff --git a/config/test/config.overnight.yaml b/config/test/config.overnight.yaml index a2a0f5a4..6d1900cf 100644 --- a/config/test/config.overnight.yaml +++ b/config/test/config.overnight.yaml @@ -17,7 +17,7 @@ scenario: clusters: - 5 sector_opts: - - CO2L0-24H-T-H-B-I-A-solar+p3-dist1 + - CO2L0-24H-T-H-B-I-A-dist1 planning_horizons: - 2030 diff --git a/config/test/config.perfect.yaml b/config/test/config.perfect.yaml index 49886b26..f20a2c9f 100644 --- a/config/test/config.perfect.yaml +++ b/config/test/config.perfect.yaml @@ -18,7 +18,7 @@ scenario: clusters: - 5 sector_opts: - - 8760H-T-H-B-I-A-solar+p3-dist1 + - 8760H-T-H-B-I-A-dist1 planning_horizons: - 2030 - 2040 diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index ac58136a..00a729b0 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -153,7 +153,7 @@ if __name__ == "__main__": clusters="37", opts="", ll="v1.0", - sector_opts="168H-T-H-B-I-solar+p3-dist1", + sector_opts="168H-T-H-B-I-dist1", planning_horizons=2030, ) diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index c8486758..f219b912 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -638,7 +638,7 @@ if __name__ == "__main__": clusters="37", ll="v1.0", opts="", - sector_opts="1p7-4380H-T-H-B-I-A-solar+p3-dist1", + sector_opts="1p7-4380H-T-H-B-I-A-dist1", planning_horizons=2020, ) diff --git a/scripts/plot_network.py b/scripts/plot_network.py index 6a3783e7..33312a44 100644 --- a/scripts/plot_network.py +++ b/scripts/plot_network.py @@ -1068,7 +1068,7 @@ if __name__ == "__main__": opts="", clusters="37", ll="v1.0", - sector_opts="4380H-T-H-B-I-A-solar+p3-dist1", + sector_opts="4380H-T-H-B-I-A-dist1", ) logging.basicConfig(level=snakemake.config["logging"]["level"]) diff --git a/scripts/prepare_perfect_foresight.py b/scripts/prepare_perfect_foresight.py index 1c3a0ebe..f5ae3919 100644 --- a/scripts/prepare_perfect_foresight.py +++ b/scripts/prepare_perfect_foresight.py @@ -503,7 +503,7 @@ if __name__ == "__main__": opts="", clusters="37", ll="v1.5", - sector_opts="1p7-4380H-T-H-B-I-A-solar+p3-dist1", + sector_opts="1p7-4380H-T-H-B-I-A-dist1", ) update_config_with_sector_opts(snakemake.config, snakemake.wildcards.sector_opts) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 00b9d39b..d24feb79 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3621,7 +3621,7 @@ if __name__ == "__main__": opts="", clusters="37", ll="v1.0", - sector_opts="CO2L0-24H-T-H-B-I-A-solar+p3-dist1", + sector_opts="CO2L0-24H-T-H-B-I-A-dist1", planning_horizons="2030", ) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 1c37bfd2..5d2701bb 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -943,7 +943,7 @@ if __name__ == "__main__": opts="", clusters="37", ll="v1.0", - sector_opts="CO2L0-1H-T-H-B-I-A-solar+p3-dist1", + sector_opts="CO2L0-1H-T-H-B-I-A-dist1", planning_horizons="2030", ) configure_logging(snakemake) From 3e32dbccb5090e07803fd648ab348d00a7cd0cd0 Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Wed, 24 Jan 2024 11:23:56 +0100 Subject: [PATCH 526/608] Add support for the linopy `io_api` option --- config/config.default.yaml | 1 + doc/configtables/solving.csv | 1 + doc/release_notes.rst | 2 ++ scripts/solve_network.py | 1 + 4 files changed, 5 insertions(+) diff --git a/config/config.default.yaml b/config/config.default.yaml index 98595d20..255e3869 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -687,6 +687,7 @@ solving: rolling_horizon: false seed: 123 custom_extra_functionality: "../data/custom_extra_functionality.py" + # io_api: "direct" # Increases performance but only supported for the highs and gurobi solvers # options that go into the optimize function track_iterations: false min_iterations: 4 diff --git a/doc/configtables/solving.csv b/doc/configtables/solving.csv index 6eff10ae..406fd1f9 100644 --- a/doc/configtables/solving.csv +++ b/doc/configtables/solving.csv @@ -7,6 +7,7 @@ options,,, -- rolling_horizon,bool,"{'true','false'}","Whether to optimize the network in a rolling horizon manner, where the snapshot range is split into slices of size `horizon` which are solved consecutively." -- seed,--,int,Random seed for increased deterministic behaviour. -- custom_extra_functionality,--,str,Path to a Python file with custom extra functionality code to be injected into the solving rules of the workflow relative to ``rules`` directory. +-- io_api,string,"{'lp','mps','direct'}",Passed to linopy and determines the API used to communicate with the solver. With the ``'lp'`` and ``'mps'`` options linopy passes a file to the solver; with the ``'direct'`` option (only supported for HIGHS and Gurobi) linopy uses an in-memory python API resulting in better performance. -- track_iterations,bool,"{'true','false'}",Flag whether to store the intermediate branch capacities and objective function values are recorded for each iteration in ``network.lines['s_nom_opt_X']`` (where ``X`` labels the iteration) -- min_iterations,--,int,Minimum number of solving iterations in between which resistance and reactence (``x/r``) are updated for branches according to ``s_nom_opt`` of the previous run. -- max_iterations,--,int,Maximum number of solving iterations in between which resistance and reactence (``x/r``) are updated for branches according to ``s_nom_opt`` of the previous run. diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 914617d4..b55e8ac7 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -33,6 +33,8 @@ Upcoming Release * Bugfix: Correctly read out number of solver threads from configuration file. +* Add support for the linopy ``io_api`` option; set to ``"direct"`` to increase model reading and writing performance for the highs and gurobi solvers. + PyPSA-Eur 0.9.0 (5th January 2024) ================================== diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 5d2701bb..9fc41555 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -890,6 +890,7 @@ def solve_network(n, config, solving, opts="", **kwargs): "linearized_unit_commitment", False ) kwargs["assign_all_duals"] = cf_solving.get("assign_all_duals", False) + kwargs["io_api"] = cf_solving.get("io_api", None) if kwargs["solver_name"] == "gurobi": logging.getLogger("gurobipy").setLevel(logging.CRITICAL) From 9843397b5a4effda6418f85fcf5c03291435804b Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 24 Jan 2024 10:48:52 +0000 Subject: [PATCH 527/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- doc/configtables/solving.csv | 2 +- doc/release_notes.rst | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/configtables/solving.csv b/doc/configtables/solving.csv index 406fd1f9..7189399b 100644 --- a/doc/configtables/solving.csv +++ b/doc/configtables/solving.csv @@ -7,7 +7,7 @@ options,,, -- rolling_horizon,bool,"{'true','false'}","Whether to optimize the network in a rolling horizon manner, where the snapshot range is split into slices of size `horizon` which are solved consecutively." -- seed,--,int,Random seed for increased deterministic behaviour. -- custom_extra_functionality,--,str,Path to a Python file with custom extra functionality code to be injected into the solving rules of the workflow relative to ``rules`` directory. --- io_api,string,"{'lp','mps','direct'}",Passed to linopy and determines the API used to communicate with the solver. With the ``'lp'`` and ``'mps'`` options linopy passes a file to the solver; with the ``'direct'`` option (only supported for HIGHS and Gurobi) linopy uses an in-memory python API resulting in better performance. +-- io_api,string,"{'lp','mps','direct'}",Passed to linopy and determines the API used to communicate with the solver. With the ``'lp'`` and ``'mps'`` options linopy passes a file to the solver; with the ``'direct'`` option (only supported for HIGHS and Gurobi) linopy uses an in-memory python API resulting in better performance. -- track_iterations,bool,"{'true','false'}",Flag whether to store the intermediate branch capacities and objective function values are recorded for each iteration in ``network.lines['s_nom_opt_X']`` (where ``X`` labels the iteration) -- min_iterations,--,int,Minimum number of solving iterations in between which resistance and reactence (``x/r``) are updated for branches according to ``s_nom_opt`` of the previous run. -- max_iterations,--,int,Maximum number of solving iterations in between which resistance and reactence (``x/r``) are updated for branches according to ``s_nom_opt`` of the previous run. diff --git a/doc/release_notes.rst b/doc/release_notes.rst index b55e8ac7..f8f958cd 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -33,7 +33,7 @@ Upcoming Release * Bugfix: Correctly read out number of solver threads from configuration file. -* Add support for the linopy ``io_api`` option; set to ``"direct"`` to increase model reading and writing performance for the highs and gurobi solvers. +* Add support for the linopy ``io_api`` option; set to ``"direct"`` to increase model reading and writing performance for the highs and gurobi solvers. PyPSA-Eur 0.9.0 (5th January 2024) From 1fab74c46324a308b8104ce888c98da4f11d2013 Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Wed, 24 Jan 2024 14:39:50 +0100 Subject: [PATCH 528/608] avoid the use use of `workflow.source_path` The above function returns a path to a cached source file, which changes for every run, causing the resulting parameter to change and the solve_network rule to re-run --- rules/common.smk | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/rules/common.smk b/rules/common.smk index 1654180f..5aa7ae53 100644 --- a/rules/common.smk +++ b/rules/common.smk @@ -43,7 +43,7 @@ def memory(w): def input_custom_extra_functionality(w): path = config["solving"]["options"].get("custom_extra_functionality", False) if path: - return workflow.source_path(path) + return os.path.join(os.path.dirname(workflow.snakefile), path) return [] From e4a130353f26076f2ec93ce2758689c126043640 Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Wed, 24 Jan 2024 14:47:20 +0100 Subject: [PATCH 529/608] Make copying default config file compatible with snakemake module --- Snakefile | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/Snakefile b/Snakefile index 7c16ff9f..14c9e821 100644 --- a/Snakefile +++ b/Snakefile @@ -13,9 +13,10 @@ from snakemake.utils import min_version min_version("7.7") - -if not exists("config/config.yaml") and exists("config/config.default.yaml"): - copyfile("config/config.default.yaml", "config/config.yaml") +conf_file = os.path.join(workflow.current_basedir, "config/config.yaml") +conf_default_file = os.path.join(workflow.current_basedir, "config/config.default.yaml") +if not exists(conf_file) and exists(conf_default_file): + copyfile(conf_default_file, conf_file) configfile: "config/config.yaml" From d8d3b2f2ab161056c2166b4a869cc792b98fac58 Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Wed, 24 Jan 2024 15:48:33 +0100 Subject: [PATCH 530/608] Fix plotting: compatibility with 4th link port --- scripts/plot_summary.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/scripts/plot_summary.py b/scripts/plot_summary.py index b2ec0892..92bf726c 100644 --- a/scripts/plot_summary.py +++ b/scripts/plot_summary.py @@ -282,7 +282,10 @@ def plot_balances(): # remove trailing link ports df.index = [ i[:-1] - if ((i not in ["co2", "NH3", "H2"]) and (i[-1:] in ["0", "1", "2", "3"])) + if ( + (i not in ["co2", "NH3", "H2"]) + and (i[-1:] in ["0", "1", "2", "3", "4"]) + ) else i for i in df.index ] From 2ce7d78dbbe9a85b8ee5f0d8ba06ce429eb8212d Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 24 Jan 2024 16:23:44 +0100 Subject: [PATCH 531/608] revert accidental addition of personal config file --- config/config.personal.yaml | 1070 ----------------------------------- 1 file changed, 1070 deletions(-) delete mode 100644 config/config.personal.yaml diff --git a/config/config.personal.yaml b/config/config.personal.yaml deleted file mode 100644 index b86b56f7..00000000 --- a/config/config.personal.yaml +++ /dev/null @@ -1,1070 +0,0 @@ -# SPDX-FileCopyrightText: : 2017-2023 The PyPSA-Eur Authors -# -# SPDX-License-Identifier: CC0-1.0 - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#top-level-configuration -version: 0.9.0 -tutorial: false - -logging: - level: INFO - format: '%(levelname)s:%(name)s:%(message)s' - -private: - keys: - entsoe_api: - -remote: - ssh: "z1" - path: "SCRATCH/projects/pypsa-eur" - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#run -run: - name: "" - disable_progressbar: false - shared_resources: false - shared_cutouts: true - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#foresight -foresight: overnight - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#scenario -# Wildcard docs in https://pypsa-eur.readthedocs.io/en/latest/wildcards.html -scenario: - simpl: - - '' - ll: - - vopt - clusters: - - 37 - # - 150 - opts: - - '' - sector_opts: - # - Co2L0-3H-T-H-B-I-A - # - Co2L0-2190SEG-T-H-B-I-A - # - Co2L0-25H-T-H-B-I-A - - Co2L0-97H-T-H-B-I-A - planning_horizons: - # - 2020 - - 2030 - # - 2040 - # - 2050 - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#countries -countries: ['AL', 'AT', 'BA', 'BE', 'BG', 'CH', 'CZ', 'DE', 'DK', 'EE', 'ES', 'FI', 'FR', 'GB', 'GR', 'HR', 'HU', 'IE', 'IT', 'LT', 'LU', 'LV', 'ME', 'MK', 'NL', 'NO', 'PL', 'PT', 'RO', 'RS', 'SE', 'SI', 'SK'] - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#snapshots -snapshots: - start: "2013-01-01" - end: "2014-01-01" - inclusive: 'left' - resolution: false - segmentation: false - #representative: false - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#enable -enable: - retrieve: auto - prepare_links_p_nom: false - retrieve_databundle: true - retrieve_sector_databundle: true - retrieve_cost_data: true - build_cutout: false - retrieve_irena: false - retrieve_cutout: true - build_natura_raster: false - retrieve_natura_raster: true - custom_busmap: false - - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#co2-budget -co2_budget: - 2020: 0.701 - 2025: 0.524 - 2030: 0.297 - 2035: 0.150 - 2040: 0.071 - 2045: 0.032 - 2050: 0.000 - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#electricity -electricity: - voltages: [220., 300., 380., 500., 750.] - gaslimit_enable: false - gaslimit: false - co2limit_enable: false - co2limit: 7.75e+7 - co2base: 1.487e+9 - agg_p_nom_limits: data/agg_p_nom_minmax.csv - - operational_reserve: - activate: false - epsilon_load: 0.02 - epsilon_vres: 0.02 - contingency: 4000 - - max_hours: - battery: 6 - H2: 168 - - extendable_carriers: - Generator: [solar, onwind, offwind-ac, offwind-dc, OCGT] - StorageUnit: [] # battery, H2 - Store: [battery, H2] - Link: [] # H2 pipeline - - powerplants_filter: (DateOut >= 2022 or DateOut != DateOut) - custom_powerplants: false - everywhere_powerplants: [nuclear, oil, OCGT, CCGT, coal, lignite, geothermal, biomass] - - conventional_carriers: [nuclear, oil, OCGT, CCGT, coal, lignite, geothermal, biomass] - renewable_carriers: [solar, onwind, offwind-ac, offwind-dc, hydro] - - estimate_renewable_capacities: - enable: true - from_opsd: true - year: 2020 - expansion_limit: false - technology_mapping: - Offshore: [offwind-ac, offwind-dc] - Onshore: [onwind] - PV: [solar] - - autarky: - enable: false - by_country: false - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#atlite -atlite: - default_cutout: europe-2013-era5 - nprocesses: 4 - show_progress: false - cutouts: - # use 'base' to determine geographical bounds and time span from config - # base: - # module: era5 - europe-2013-era5: - module: era5 # in priority order - x: [-12., 42.] - y: [33., 72] - dx: 0.3 - dy: 0.3 - time: ['2013', '2013'] - europe-2013-sarah: - module: [sarah, era5] # in priority order - x: [-12., 42.] - y: [33., 65] - dx: 0.2 - dy: 0.2 - time: ['2013', '2013'] - sarah_interpolate: false - sarah_dir: - features: [influx, temperature] - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#renewable -renewable: - onwind: - cutout: europe-2013-era5 - resource: - method: wind - turbine: Vestas_V112_3MW - add_cutout_windspeed: true - capacity_per_sqkm: 3 - # correction_factor: 0.93 - corine: - grid_codes: [12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 31, 32] - distance: 1000 - distance_grid_codes: [1, 2, 3, 4, 5, 6] - luisa: false - # grid_codes: [1111, 1121, 1122, 1123, 1130, 1210, 1221, 1222, 1230, 1241, 1242] - # distance: 1000 - # distance_grid_codes: [1111, 1121, 1122, 1123, 1130, 1210, 1221, 1222, 1230, 1241, 1242] - natura: true - excluder_resolution: 100 - clip_p_max_pu: 1.e-2 - offwind-ac: - cutout: europe-2013-era5 - resource: - method: wind - turbine: NREL_ReferenceTurbine_2020ATB_5.5MW - add_cutout_windspeed: true - capacity_per_sqkm: 2 - correction_factor: 0.8855 - corine: [44, 255] - luisa: false # [0, 5230] - natura: true - ship_threshold: 400 - max_depth: 50 - max_shore_distance: 30000 - excluder_resolution: 200 - clip_p_max_pu: 1.e-2 - offwind-dc: - cutout: europe-2013-era5 - resource: - method: wind - turbine: NREL_ReferenceTurbine_2020ATB_5.5MW - add_cutout_windspeed: true - capacity_per_sqkm: 2 - correction_factor: 0.8855 - corine: [44, 255] - luisa: false # [0, 5230] - natura: true - ship_threshold: 400 - max_depth: 50 - min_shore_distance: 30000 - excluder_resolution: 200 - clip_p_max_pu: 1.e-2 - solar: - cutout: europe-2013-sarah - resource: - method: pv - panel: CSi - orientation: - slope: 35. - azimuth: 180. - capacity_per_sqkm: 5.1 - # correction_factor: 0.854337 - corine: [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 26, 31, 32] - luisa: false # [1111, 1121, 1122, 1123, 1130, 1210, 1221, 1222, 1230, 1241, 1242, 1310, 1320, 1330, 1410, 1421, 1422, 2110, 2120, 2130, 2210, 2220, 2230, 2310, 2410, 2420, 3210, 3320, 3330] - natura: true - excluder_resolution: 100 - clip_p_max_pu: 1.e-2 - hydro: - cutout: europe-2013-era5 - carriers: [ror, PHS, hydro] - PHS_max_hours: 6 - hydro_max_hours: "energy_capacity_totals_by_country" # one of energy_capacity_totals_by_country, estimate_by_large_installations or a float - flatten_dispatch: false - flatten_dispatch_buffer: 0.2 - clip_min_inflow: 1.0 - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#conventional -conventional: - unit_commitment: false - dynamic_fuel_price: false - nuclear: - p_max_pu: "data/nuclear_p_max_pu.csv" # float of file name - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#lines -lines: - types: - 220.: "Al/St 240/40 2-bundle 220.0" - 300.: "Al/St 240/40 3-bundle 300.0" - 380.: "Al/St 240/40 4-bundle 380.0" - 500.: "Al/St 240/40 4-bundle 380.0" - 750.: "Al/St 560/50 4-bundle 750.0" - s_max_pu: 0.7 - s_nom_max: .inf - max_extension: 20000 #MW - length_factor: 1.25 - reconnect_crimea: true - under_construction: 'zero' # 'zero': set capacity to zero, 'remove': remove, 'keep': with full capacity - dynamic_line_rating: - activate: false - cutout: europe-2013-era5 - correction_factor: 0.95 - max_voltage_difference: false - max_line_rating: false - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#links -links: - p_max_pu: 1.0 - p_nom_max: .inf - max_extension: 30000 #MW - include_tyndp: true - under_construction: 'zero' # 'zero': set capacity to zero, 'remove': remove, 'keep': with full capacity - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#transformers -transformers: - x: 0.1 - s_nom: 2000. - type: '' - -# docs-load in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#load -load: - power_statistics: true - interpolate_limit: 3 - time_shift_for_large_gaps: 1w - manual_adjustments: true # false - scaling_factor: 1.0 - -# docs -# TODO: PyPSA-Eur merge issue in prepare_sector_network.py -# regulate what components with which carriers are kept from PyPSA-Eur; -# some technologies are removed because they are implemented differently -# (e.g. battery or H2 storage) or have different year-dependent costs -# in PyPSA-Eur-Sec -pypsa_eur: - Bus: - - AC - Link: - - DC - Generator: - - onwind - - offwind-ac - - offwind-dc - - solar - - ror - - nuclear - StorageUnit: - - PHS - - hydro - Store: [] - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#energy -energy: - energy_totals_year: 2011 - base_emissions_year: 1990 - eurostat_report_year: 2016 - emissions: CO2 - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#biomass -biomass: - year: 2030 - scenario: ENS_Med - classes: - solid biomass: - - Agricultural waste - - Fuelwood residues - - Secondary Forestry residues - woodchips - - Sawdust - - Residues from landscape care - - Municipal waste - not included: - - Sugar from sugar beet - - Rape seed - - "Sunflower, soya seed " - - Bioethanol barley, wheat, grain maize, oats, other cereals and rye - - Miscanthus, switchgrass, RCG - - Willow - - Poplar - - FuelwoodRW - - C&P_RW - biogas: - - Manure solid, liquid - - Sludge - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#solar-thermal -solar_thermal: - clearsky_model: simple # should be "simple" or "enhanced"? - orientation: - slope: 45. - azimuth: 180. - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#existing-capacities -existing_capacities: - grouping_years_power: [1980, 1985, 1990, 1995, 2000, 2005, 2010, 2015, 2020, 2025, 2030] - grouping_years_heat: [1980, 1985, 1990, 1995, 2000, 2005, 2010, 2015, 2019] # these should not extend 2020 - threshold_capacity: 10 - conventional_carriers: - - lignite - - coal - - oil - - uranium - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#sector -sector: - district_heating: - potential: 0.6 - progress: - 2020: 0.0 - 2025: 0.15 - 2030: 0.3 - 2035: 0.45 - 2040: 0.6 - 2045: 0.8 - 2050: 1.0 - district_heating_loss: 0.15 - cluster_heat_buses: true - bev_dsm_restriction_value: 0.75 - bev_dsm_restriction_time: 7 - transport_heating_deadband_upper: 20. - transport_heating_deadband_lower: 15. - ICE_lower_degree_factor: 0.375 - ICE_upper_degree_factor: 1.6 - EV_lower_degree_factor: 0.98 - EV_upper_degree_factor: 0.63 - bev_dsm: true - bev_availability: 0.5 - bev_energy: 0.05 - bev_charge_efficiency: 0.9 - bev_plug_to_wheel_efficiency: 0.2 - bev_charge_rate: 0.011 - bev_avail_max: 0.95 - bev_avail_mean: 0.8 - v2g: true - land_transport_fuel_cell_share: - 2020: 0 - 2025: 0 - 2030: 0 - 2035: 0 - 2040: 0 - 2045: 0 - 2050: 0 - land_transport_electric_share: - 2020: 0 - 2025: 0.15 - 2030: 0.3 - 2035: 0.45 - 2040: 0.7 - 2045: 0.85 - 2050: 1 - land_transport_ice_share: - 2020: 1 - 2025: 0.85 - 2030: 0.7 - 2035: 0.55 - 2040: 0.3 - 2045: 0.15 - 2050: 0 - transport_fuel_cell_efficiency: 0.5 - transport_internal_combustion_efficiency: 0.3 - agriculture_machinery_electric_share: 0 - agriculture_machinery_oil_share: 1 - agriculture_machinery_fuel_efficiency: 0.7 - agriculture_machinery_electric_efficiency: 0.3 - MWh_MeOH_per_MWh_H2: 0.8787 - MWh_MeOH_per_tCO2: 4.0321 - MWh_MeOH_per_MWh_e: 3.6907 - shipping_hydrogen_liquefaction: false - shipping_hydrogen_share: - 2020: 0 - 2025: 0 - 2030: 0 - 2035: 0 - 2040: 0 - 2045: 0 - 2050: 0 - shipping_methanol_share: - 2020: 0 - 2025: 0.15 - 2030: 0.3 - 2035: 0.5 - 2040: 0.7 - 2045: 0.85 - 2050: 1 - shipping_oil_share: - 2020: 1 - 2025: 0.85 - 2030: 0.7 - 2035: 0.5 - 2040: 0.3 - 2045: 0.15 - 2050: 0 - shipping_methanol_efficiency: 0.46 - shipping_oil_efficiency: 0.40 - aviation_demand_factor: 1. - HVC_demand_factor: 1. - time_dep_hp_cop: true - heat_pump_sink_T: 55. - reduce_space_heat_exogenously: true - reduce_space_heat_exogenously_factor: - 2020: 0.10 # this results in a space heat demand reduction of 10% - 2025: 0.09 # first heat demand increases compared to 2020 because of larger floor area per capita - 2030: 0.09 - 2035: 0.11 - 2040: 0.16 - 2045: 0.21 - 2050: 0.29 - retrofitting: - retro_endogen: false - cost_factor: 1.0 - interest_rate: 0.04 - annualise_cost: true - tax_weighting: false - construction_index: true - tes: true - tes_tau: - decentral: 3 - central: 180 - boilers: true - resistive_heaters: true - oil_boilers: false - biomass_boiler: true - chp: true - micro_chp: false - solar_thermal: false - solar_cf_correction: 0.788457 # = >>> 1/1.2683 - marginal_cost_storage: 0. #1e-4 - methanation: true - coal_cc: false - dac: true - co2_vent: false - central_heat_vent: false - allam_cycle: false - hydrogen_fuel_cell: true - hydrogen_turbine: false - SMR: true - SMR_cc: true - regional_methanol_demand: false - regional_oil_demand: false - regional_co2_sequestration_potential: - enable: false - attribute: 'conservative estimate Mt' - include_onshore: false - min_size: 3 - max_size: 25 - years_of_storage: 25 - co2_sequestration_potential: 200 - co2_sequestration_cost: 10 - co2_sequestration_lifetime: 50 - co2_spatial: false - co2network: false - co2_network_cost_factor: 1 - cc_fraction: 0.9 - hydrogen_underground_storage: true - hydrogen_underground_storage_locations: - # - onshore # more than 50 km from sea - - nearshore # within 50 km of sea - # - offshore - ammonia: false - min_part_load_fischer_tropsch: 0.7 - min_part_load_methanolisation: 0.3 - min_part_load_methanation: 0.3 - use_fischer_tropsch_waste_heat: true - use_haber_bosch_waste_heat: true - use_methanolisation_waste_heat: true - use_methanation_waste_heat: true - use_fuel_cell_waste_heat: true - use_electrolysis_waste_heat: true - electricity_distribution_grid: true - electricity_distribution_grid_cost_factor: 1.0 - electricity_grid_connection: true - transmission_efficiency: - DC: - efficiency_static: 0.98 - efficiency_per_1000km: 0.977 - H2 pipeline: - efficiency_per_1000km: 1 # 0.979 - compression_per_1000km: 0.019 - gas pipeline: - efficiency_per_1000km: 1 #0.977 - compression_per_1000km: 0.01 - H2_network: true - gas_network: false - H2_retrofit: false - H2_retrofit_capacity_per_CH4: 0.6 - gas_network_connectivity_upgrade: 1 - gas_distribution_grid: true - gas_distribution_grid_cost_factor: 1.0 - biomass_spatial: false - biomass_transport: false - biogas_upgrading_cc: false - conventional_generation: - OCGT: gas - biomass_to_liquid: false - biosng: false - limit_max_growth: - enable: false - # allowing 30% larger than max historic growth - factor: 1.3 - max_growth: # unit GW - onwind: 16 # onshore max grow so far 16 GW in Europe https://www.iea.org/reports/renewables-2020/wind - solar: 28 # solar max grow so far 28 GW in Europe https://www.iea.org/reports/renewables-2020/solar-pv - offwind-ac: 35 # offshore max grow so far 3.5 GW in Europe https://windeurope.org/about-wind/statistics/offshore/european-offshore-wind-industry-key-trends-statistics-2019/ - offwind-dc: 35 - max_relative_growth: - onwind: 3 - solar: 3 - offwind-ac: 3 - offwind-dc: 3 - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#industry -industry: - St_primary_fraction: - 2020: 0.6 - 2025: 0.55 - 2030: 0.5 - 2035: 0.45 - 2040: 0.4 - 2045: 0.35 - 2050: 0.3 - DRI_fraction: - 2020: 0 - 2025: 0 - 2030: 0.05 - 2035: 0.2 - 2040: 0.4 - 2045: 0.7 - 2050: 1 - H2_DRI: 1.7 - elec_DRI: 0.322 - Al_primary_fraction: - 2020: 0.4 - 2025: 0.375 - 2030: 0.35 - 2035: 0.325 - 2040: 0.3 - 2045: 0.25 - 2050: 0.2 - MWh_NH3_per_tNH3: 5.166 - MWh_CH4_per_tNH3_SMR: 10.8 - MWh_elec_per_tNH3_SMR: 0.7 - MWh_H2_per_tNH3_electrolysis: 5.93 - MWh_elec_per_tNH3_electrolysis: 0.2473 - MWh_NH3_per_MWh_H2_cracker: 1.46 # https://github.com/euronion/trace/blob/44a5ff8401762edbef80eff9cfe5a47c8d3c8be4/data/efficiencies.csv - NH3_process_emissions: 24.5 - petrochemical_process_emissions: 25.5 - HVC_primary_fraction: 1. - HVC_mechanical_recycling_fraction: 0. - HVC_chemical_recycling_fraction: 0. - HVC_production_today: 52. - MWh_elec_per_tHVC_mechanical_recycling: 0.547 - MWh_elec_per_tHVC_chemical_recycling: 6.9 - chlorine_production_today: 9.58 - MWh_elec_per_tCl: 3.6 - MWh_H2_per_tCl: -0.9372 - methanol_production_today: 1.5 - MWh_elec_per_tMeOH: 0.167 - MWh_CH4_per_tMeOH: 10.25 - hotmaps_locate_missing: false - reference_year: 2015 - - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#costs -costs: - year: 2030 - version: v0.6.0 - rooftop_share: 0.14 # based on the potentials, assuming (0.1 kW/m2 and 10 m2/person) - social_discountrate: 0.02 - fill_values: - FOM: 0 - VOM: 0 - efficiency: 1 - fuel: 0 - investment: 0 - lifetime: 25 - "CO2 intensity": 0 - "discount rate": 0.07 - # Marginal and capital costs can be overwritten - # capital_cost: - # onwind: 500 - marginal_cost: - solar: 0.01 - onwind: 0.015 - offwind: 0.015 - hydro: 0. - H2: 0. - electrolysis: 0. - fuel cell: 0. - battery: 0. - battery inverter: 0. - emission_prices: - enable: false - co2: 0. - co2_monthly_prices: false - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#clustering -clustering: - focus_weights: false - simplify_network: - to_substations: false - algorithm: kmeans # choose from: [hac, kmeans] - feature: solar+onwind-time - exclude_carriers: [] - remove_stubs: true - remove_stubs_across_borders: true - cluster_network: - algorithm: kmeans - feature: solar+onwind-time - exclude_carriers: [] - consider_efficiency_classes: false - aggregation_strategies: - generators: - committable: any - ramp_limit_up: max - ramp_limit_down: max - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#solving -solving: - #tmpdir: "path/to/tmp" - options: - clip_p_max_pu: 1.e-2 - load_shedding: false - noisy_costs: true - skip_iterations: true - rolling_horizon: false - seed: 123 - custom_extra_functionality: "../data/custom_extra_functionality.py" - # options that go into the optimize function - track_iterations: false - min_iterations: 4 - max_iterations: 6 - transmission_losses: 2 - linearized_unit_commitment: true - horizon: 365 - - constraints: - CCL: false - EQ: false - BAU: false - SAFE: false - - solver: - name: copt - options: copt-default - - solver_options: - highs-default: - # refer to https://ergo-code.github.io/HiGHS/options/definitions.html#solver - threads: 4 - solver: "ipm" - run_crossover: "off" - small_matrix_value: 1e-6 - large_matrix_value: 1e9 - primal_feasibility_tolerance: 1e-5 - dual_feasibility_tolerance: 1e-5 - ipm_optimality_tolerance: 1e-4 - parallel: "on" - random_seed: 123 - gurobi-default: - threads: 8 - method: 2 # barrier - crossover: 0 - BarConvTol: 1.e-6 - Seed: 123 - # AggFill: 0 - # PreDual: 2 - # GURO_PAR_BARDENSETHRESH: 200 - gurobi-numeric-focus: - name: gurobi - NumericFocus: 3 # Favour numeric stability over speed - method: 2 # barrier - crossover: 0 # do not use crossover - BarHomogeneous: 1 # Use homogeneous barrier if standard does not converge - BarConvTol: 1.e-5 - FeasibilityTol: 1.e-4 - OptimalityTol: 1.e-4 - ObjScale: -0.5 - threads: 8 - Seed: 123 - gurobi-fallback: # Use gurobi defaults - name: gurobi - crossover: 0 - method: 2 # barrier - BarHomogeneous: 1 # Use homogeneous barrier if standard does not converge - BarConvTol: 1.e-5 - FeasibilityTol: 1.e-5 - OptimalityTol: 1.e-5 - Seed: 123 - threads: 8 - cplex-default: - threads: 4 - lpmethod: 4 # barrier - solutiontype: 2 # non basic solution, ie no crossover - barrier.convergetol: 1.e-5 - feasopt.tolerance: 1.e-6 - copt-vanilla: - Threads: 8 - copt-default: - Threads: 8 - LpMethod: 2 - Scaling: 1 - Presolve: 3 - Crossover: 0 - cbc-default: {} # Used in CI - glpk-default: {} # Used in CI - - mem: 80000 #memory in MB; 20 GB enough for 50+B+I+H2; 100 GB for 181+B+I+H2 - walltime: "10:00:00" - -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#plotting -plotting: - map: - boundaries: [-11, 30, 34, 71] - color_geomap: - ocean: white - land: white - eu_node_location: - x: -5.5 - y: 46. - costs_max: 1000 - costs_threshold: 1 - energy_max: 20000 - energy_min: -20000 - energy_threshold: 50. - - nice_names: - OCGT: "Open-Cycle Gas" - CCGT: "Combined-Cycle Gas" - offwind-ac: "Offshore Wind (AC)" - offwind-dc: "Offshore Wind (DC)" - onwind: "Onshore Wind" - solar: "Solar" - PHS: "Pumped Hydro Storage" - hydro: "Reservoir & Dam" - battery: "Battery Storage" - H2: "Hydrogen Storage" - lines: "Transmission Lines" - ror: "Run of River" - load: "Load Shedding" - ac: "AC" - dc: "DC" - - tech_colors: - # wind - onwind: "#235ebc" - onshore wind: "#235ebc" - offwind: "#6895dd" - offshore wind: "#6895dd" - offwind-ac: "#6895dd" - offshore wind (AC): "#6895dd" - offshore wind ac: "#6895dd" - offwind-dc: "#74c6f2" - offshore wind (DC): "#74c6f2" - offshore wind dc: "#74c6f2" - # water - hydro: '#298c81' - hydro reservoir: '#298c81' - ror: '#3dbfb0' - run of river: '#3dbfb0' - hydroelectricity: '#298c81' - PHS: '#51dbcc' - hydro+PHS: "#08ad97" - wave: '#a7d4cf' - # solar - solar: "#f9d002" - solar PV: "#f9d002" - solar thermal: '#ffbf2b' - residential rural solar thermal: '#f1c069' - services rural solar thermal: '#eabf61' - residential urban decentral solar thermal: '#e5bc5a' - services urban decentral solar thermal: '#dfb953' - urban central solar thermal: '#d7b24c' - solar rooftop: '#ffea80' - # gas - OCGT: '#e0986c' - OCGT marginal: '#e0986c' - OCGT-heat: '#e0986c' - gas boiler: '#db6a25' - gas boilers: '#db6a25' - gas boiler marginal: '#db6a25' - residential rural gas boiler: '#d4722e' - residential urban decentral gas boiler: '#cb7a36' - services rural gas boiler: '#c4813f' - services urban decentral gas boiler: '#ba8947' - urban central gas boiler: '#b0904f' - gas: '#e05b09' - fossil gas: '#e05b09' - natural gas: '#e05b09' - biogas to gas: '#e36311' - biogas to gas CC: '#e51245' - CCGT: '#a85522' - CCGT marginal: '#a85522' - allam: '#B98F76' - gas for industry co2 to atmosphere: '#692e0a' - gas for industry co2 to stored: '#8a3400' - gas for industry: '#853403' - gas for industry CC: '#692e0a' - gas pipeline: '#ebbca0' - gas pipeline new: '#a87c62' - # oil - oil: '#c9c9c9' - imported oil: '#a3a3a3' - oil boiler: '#adadad' - residential rural oil boiler: '#a9a9a9' - services rural oil boiler: '#a5a5a5' - residential urban decentral oil boiler: '#a1a1a1' - urban central oil boiler: '#9d9d9d' - services urban decentral oil boiler: '#999999' - agriculture machinery oil: '#949494' - shipping oil: "#808080" - land transport oil: '#afafaf' - # nuclear - Nuclear: '#ff8c00' - Nuclear marginal: '#ff8c00' - nuclear: '#ff8c00' - uranium: '#ff8c00' - # coal - Coal: '#545454' - coal: '#545454' - Coal marginal: '#545454' - coal for industry: '#343434' - solid: '#545454' - Lignite: '#826837' - lignite: '#826837' - Lignite marginal: '#826837' - # biomass - biogas: '#e3d37d' - biomass: '#baa741' - solid biomass: '#baa741' - solid biomass transport: '#baa741' - solid biomass for industry: '#7a6d26' - solid biomass for industry CC: '#47411c' - solid biomass for industry co2 from atmosphere: '#736412' - solid biomass for industry co2 to stored: '#47411c' - urban central solid biomass CHP: '#9d9042' - urban central solid biomass CHP CC: '#6c5d28' - biomass boiler: '#8A9A5B' - residential rural biomass boiler: '#a1a066' - residential urban decentral biomass boiler: '#b0b87b' - services rural biomass boiler: '#c6cf98' - services urban decentral biomass boiler: '#dde5b5' - biomass to liquid: '#32CD32' - BioSNG: '#123456' - # power transmission - lines: '#6c9459' - transmission lines: '#6c9459' - electricity distribution grid: '#97ad8c' - low voltage: '#97ad8c' - # electricity demand - Electric load: '#110d63' - electric demand: '#110d63' - electricity: '#110d63' - industry electricity: '#2d2a66' - industry new electricity: '#2d2a66' - agriculture electricity: '#494778' - # battery + EVs - battery: '#ace37f' - battery storage: '#ace37f' - battery charger: '#88a75b' - battery discharger: '#5d4e29' - home battery: '#80c944' - home battery storage: '#80c944' - home battery charger: '#5e8032' - home battery discharger: '#3c5221' - BEV charger: '#baf238' - V2G: '#e5ffa8' - land transport EV: '#baf238' - Li ion: '#baf238' - # hot water storage - water tanks: '#e69487' - residential rural water tanks: '#f7b7a3' - services rural water tanks: '#f3afa3' - residential urban decentral water tanks: '#f2b2a3' - services urban decentral water tanks: '#f1b4a4' - urban central water tanks: '#e9977d' - hot water storage: '#e69487' - hot water charging: '#e8998b' - urban central water tanks charger: '#b57a67' - residential rural water tanks charger: '#b4887c' - residential urban decentral water tanks charger: '#b39995' - services rural water tanks charger: '#b3abb0' - services urban decentral water tanks charger: '#b3becc' - hot water discharging: '#e99c8e' - urban central water tanks discharger: '#b9816e' - residential rural water tanks discharger: '#ba9685' - residential urban decentral water tanks discharger: '#baac9e' - services rural water tanks discharger: '#bbc2b8' - services urban decentral water tanks discharger: '#bdd8d3' - # heat demand - Heat load: '#cc1f1f' - heat: '#cc1f1f' - heat vent: '#aa3344' - heat demand: '#cc1f1f' - rural heat: '#ff5c5c' - residential rural heat: '#ff7c7c' - services rural heat: '#ff9c9c' - central heat: '#cc1f1f' - urban central heat: '#d15959' - urban central heat vent: '#a74747' - decentral heat: '#750606' - residential urban decentral heat: '#a33c3c' - services urban decentral heat: '#cc1f1f' - low-temperature heat for industry: '#8f2727' - process heat: '#ff0000' - agriculture heat: '#d9a5a5' - # heat supply - heat pumps: '#2fb537' - heat pump: '#2fb537' - air heat pump: '#36eb41' - residential urban decentral air heat pump: '#48f74f' - services urban decentral air heat pump: '#5af95d' - urban central air heat pump: '#6cfb6b' - ground heat pump: '#2fb537' - residential rural ground heat pump: '#48f74f' - services rural ground heat pump: '#5af95d' - Ambient: '#98eb9d' - CHP: '#8a5751' - urban central gas CHP: '#8d5e56' - CHP CC: '#634643' - urban central gas CHP CC: '#6e4e4c' - CHP heat: '#8a5751' - CHP electric: '#8a5751' - district heating: '#e8beac' - resistive heater: '#d8f9b8' - residential rural resistive heater: '#bef5b5' - residential urban decentral resistive heater: '#b2f1a9' - services rural resistive heater: '#a5ed9d' - services urban decentral resistive heater: '#98e991' - urban central resistive heater: '#8cdf85' - retrofitting: '#8487e8' - building retrofitting: '#8487e8' - # hydrogen - H2 for industry: "#f073da" - H2 for shipping: "#ebaee0" - H2: '#bf13a0' - hydrogen: '#bf13a0' - retrofitted H2 boiler: '#e5a0d9' - SMR: '#870c71' - SMR CC: '#4f1745' - H2 liquefaction: '#d647bd' - hydrogen storage: '#bf13a0' - H2 Store: '#bf13a0' - H2 storage: '#bf13a0' - land transport fuel cell: '#6b3161' - H2 pipeline: '#f081dc' - H2 pipeline retrofitted: '#ba99b5' - H2 Fuel Cell: '#c251ae' - H2 fuel cell: '#c251ae' - H2 turbine: '#991f83' - H2 Electrolysis: '#ff29d9' - H2 electrolysis: '#ff29d9' - # ammonia - NH3: '#46caf0' - ammonia: '#46caf0' - ammonia store: '#00ace0' - ammonia cracker: '#87d0e6' - Haber-Bosch: '#076987' - # syngas - Sabatier: '#9850ad' - methanation: '#c44ce6' - methane: '#c44ce6' - # synfuels - Fischer-Tropsch: '#25c49a' - liquid: '#25c49a' - kerosene for aviation: '#a1ffe6' - naphtha for industry: '#57ebc4' - methanolisation: '#83d6d5' - methanol: '#468c8b' - shipping methanol: '#468c8b' - # co2 - CC: '#f29dae' - CCS: '#f29dae' - CO2 sequestration: '#f29dae' - DAC: '#ff5270' - co2 stored: '#f2385a' - co2 sequestered: '#f2682f' - co2: '#f29dae' - co2 vent: '#ffd4dc' - CO2 pipeline: '#f5627f' - # emissions - process emissions CC: '#000000' - process emissions: '#222222' - process emissions to stored: '#444444' - process emissions to atmosphere: '#888888' - oil emissions: '#aaaaaa' - shipping oil emissions: "#555555" - shipping methanol emissions: '#666666' - land transport oil emissions: '#777777' - agriculture machinery oil emissions: '#333333' - # other - shipping: '#03a2ff' - power-to-heat: '#2fb537' - power-to-gas: '#c44ce6' - power-to-H2: '#ff29d9' - power-to-liquid: '#25c49a' - gas-to-power/heat: '#ee8340' - waste: '#e3d37d' - other: '#000000' - geothermal: '#ba91b1' - AC: "#70af1d" - AC-AC: "#70af1d" - AC line: "#70af1d" - links: "#8a1caf" - HVDC links: "#8a1caf" - DC: "#8a1caf" - DC-DC: "#8a1caf" - DC link: "#8a1caf" - load: "#dd2e23" From 9aa154bd048c02fb511e78b1dc4f9524ef09251b Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Thu, 25 Jan 2024 10:20:19 +0100 Subject: [PATCH 532/608] Add several map projection options --- config/config.default.yaml | 1 + doc/configtables/plotting.csv | 1 + doc/release_notes.rst | 2 ++ scripts/plot_network.py | 29 ++++++++++++++++++++++++----- 4 files changed, 28 insertions(+), 5 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 255e3869..ef410ad6 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -773,6 +773,7 @@ plotting: color_geomap: ocean: white land: white + projection: "EqualEarth" eu_node_location: x: -5.5 y: 46. diff --git a/doc/configtables/plotting.csv b/doc/configtables/plotting.csv index ed5d9c9f..656ed9be 100644 --- a/doc/configtables/plotting.csv +++ b/doc/configtables/plotting.csv @@ -1,6 +1,7 @@ ,Unit,Values,Description map,,, -- boundaries,°,"[x1,x2,y1,y2]",Boundaries of the map plots in degrees latitude (y) and longitude (x) +projection,--,"{EqualEarth, EuroPP, LambertAzimuthalEqualArea, LambertConformal, Orthographic}",Projection to use for maps; default is EqualEarth. LambertConformal is recommended by the European Environmental Agency. costs_max,bn Euro,float,Upper y-axis limit in cost bar plots. costs_threshold,bn Euro,float,Threshold below which technologies will not be shown in cost bar plots. energy_max,TWh,float,Upper y-axis limit in energy bar plots. diff --git a/doc/release_notes.rst b/doc/release_notes.rst index f8f958cd..0386cf49 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -35,6 +35,8 @@ Upcoming Release * Add support for the linopy ``io_api`` option; set to ``"direct"`` to increase model reading and writing performance for the highs and gurobi solvers. +* Add several map projection options for plotting. + PyPSA-Eur 0.9.0 (5th January 2024) ================================== diff --git a/scripts/plot_network.py b/scripts/plot_network.py index 33312a44..c078e412 100644 --- a/scripts/plot_network.py +++ b/scripts/plot_network.py @@ -170,7 +170,7 @@ def plot_map( line_widths = line_widths.replace(line_lower_threshold, 0) link_widths = link_widths.replace(line_lower_threshold, 0) - fig, ax = plt.subplots(subplot_kw={"projection": ccrs.EqualEarth()}) + fig, ax = plt.subplots(subplot_kw={"projection": proj}) fig.set_size_inches(7, 6) n.plot( @@ -358,7 +358,6 @@ def plot_h2_map(network, regions): n.links.bus0 = n.links.bus0.str.replace(" H2", "") n.links.bus1 = n.links.bus1.str.replace(" H2", "") - proj = ccrs.EqualEarth() regions = regions.to_crs(proj.proj4_init) fig, ax = plt.subplots(figsize=(7, 6), subplot_kw={"projection": proj}) @@ -568,7 +567,7 @@ def plot_ch4_map(network): "biogas": "seagreen", } - fig, ax = plt.subplots(figsize=(7, 6), subplot_kw={"projection": ccrs.EqualEarth()}) + fig, ax = plt.subplots(figsize=(7, 6), subplot_kw={"projection": proj}) n.plot( bus_sizes=bus_sizes, @@ -679,7 +678,7 @@ def plot_map_without(network): # Drop non-electric buses so they don't clutter the plot n.buses.drop(n.buses.index[n.buses.carrier != "AC"], inplace=True) - fig, ax = plt.subplots(figsize=(7, 6), subplot_kw={"projection": ccrs.EqualEarth()}) + fig, ax = plt.subplots(figsize=(7, 6), subplot_kw={"projection": proj}) # PDF has minimum width, so set these to zero line_lower_threshold = 200.0 @@ -993,7 +992,7 @@ def plot_map_perfect( link_widths[link_widths > line_upper_threshold] = line_upper_threshold for year in costs.columns: - fig, ax = plt.subplots(subplot_kw={"projection": ccrs.PlateCarree()}) + fig, ax = plt.subplots(subplot_kw={"projection": proj}) fig.set_size_inches(7, 6) fig.suptitle(year) @@ -1082,6 +1081,26 @@ if __name__ == "__main__": if map_opts["boundaries"] is None: map_opts["boundaries"] = regions.total_bounds[[0, 2, 1, 3]] + [-1, 1, -1, 1] + proj_str = snakemake.params.plotting.get("projection", "EqualEarth") + central_coords = dict(central_longitude=10.0, central_latitude=50.0) + if proj_str == "EqualEarth": + # Equal area but large distortions towards the poles. + proj = ccrs.EqualEarth() + elif proj_str == "EuroPP": + # UTM Zone 32 projection + proj = ccrs.EuroPP() + elif proj_str == "LambertConformal": + # The European Environment Agency recommends using this + # projection for conformal pan-European mapping + proj = ccrs.LambertConformal(standard_parallels=(35, 65), **central_coords) + elif proj_str == "Orthographic": + proj = ccrs.Orthographic(**central_coords) + else: + logger.warning( + f"Plotting project {proj_str} not recognised; falling back on EqualEarth" + ) + proj = ccrs.EqualEarth() + if snakemake.params["foresight"] == "perfect": plot_map_perfect( n, From 03c914bef136bea7fe5b17fdb649ecd3239cf938 Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Thu, 25 Jan 2024 14:34:03 +0100 Subject: [PATCH 533/608] Make projection selection flexible by reading directly from config --- config/config.default.yaml | 8 +++++++- doc/configtables/plotting.csv | 4 +++- doc/release_notes.rst | 2 +- scripts/plot_network.py | 22 +++------------------- 4 files changed, 14 insertions(+), 22 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index ef410ad6..51080862 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -773,7 +773,13 @@ plotting: color_geomap: ocean: white land: white - projection: "EqualEarth" + projection: + name: "EqualEarth" + # See https://scitools.org.uk/cartopy/docs/latest/reference/projections.html for alternatives, for example: + # name: "LambertConformal" + # central_longitude: 10. + # central_latitude: 50. + # standard_parallels: [35, 65] eu_node_location: x: -5.5 y: 46. diff --git a/doc/configtables/plotting.csv b/doc/configtables/plotting.csv index 656ed9be..82fc203c 100644 --- a/doc/configtables/plotting.csv +++ b/doc/configtables/plotting.csv @@ -1,7 +1,9 @@ ,Unit,Values,Description map,,, -- boundaries,°,"[x1,x2,y1,y2]",Boundaries of the map plots in degrees latitude (y) and longitude (x) -projection,--,"{EqualEarth, EuroPP, LambertAzimuthalEqualArea, LambertConformal, Orthographic}",Projection to use for maps; default is EqualEarth. LambertConformal is recommended by the European Environmental Agency. +projection,,,, +-- name,--,"Valid Cartopy projection name","See https://scitools.org.uk/cartopy/docs/latest/reference/projections.html for list of available projections." +-- args,--,--,"Other entries under 'projection' are passed as keyword arguments to the projection constructor, e.g. ``central_longitude: 10.``." costs_max,bn Euro,float,Upper y-axis limit in cost bar plots. costs_threshold,bn Euro,float,Threshold below which technologies will not be shown in cost bar plots. energy_max,TWh,float,Upper y-axis limit in energy bar plots. diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 0386cf49..93d1a268 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -35,7 +35,7 @@ Upcoming Release * Add support for the linopy ``io_api`` option; set to ``"direct"`` to increase model reading and writing performance for the highs and gurobi solvers. -* Add several map projection options for plotting. +* Add the option to customise map projection in plotting config. PyPSA-Eur 0.9.0 (5th January 2024) diff --git a/scripts/plot_network.py b/scripts/plot_network.py index c078e412..13736d01 100644 --- a/scripts/plot_network.py +++ b/scripts/plot_network.py @@ -1081,25 +1081,9 @@ if __name__ == "__main__": if map_opts["boundaries"] is None: map_opts["boundaries"] = regions.total_bounds[[0, 2, 1, 3]] + [-1, 1, -1, 1] - proj_str = snakemake.params.plotting.get("projection", "EqualEarth") - central_coords = dict(central_longitude=10.0, central_latitude=50.0) - if proj_str == "EqualEarth": - # Equal area but large distortions towards the poles. - proj = ccrs.EqualEarth() - elif proj_str == "EuroPP": - # UTM Zone 32 projection - proj = ccrs.EuroPP() - elif proj_str == "LambertConformal": - # The European Environment Agency recommends using this - # projection for conformal pan-European mapping - proj = ccrs.LambertConformal(standard_parallels=(35, 65), **central_coords) - elif proj_str == "Orthographic": - proj = ccrs.Orthographic(**central_coords) - else: - logger.warning( - f"Plotting project {proj_str} not recognised; falling back on EqualEarth" - ) - proj = ccrs.EqualEarth() + proj_kwargs = snakemake.params.plotting.get("projection", dict(name="EqualEarth")) + proj_func = getattr(ccrs, proj_kwargs.pop("name")) + proj = proj_func(**proj_kwargs) if snakemake.params["foresight"] == "perfect": plot_map_perfect( From 987930c2503d2e45425d7571307db70235aa341f Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 25 Jan 2024 16:43:08 +0100 Subject: [PATCH 534/608] document that resolution and segmentation config options are only for electricity-only --- doc/configtables/snapshots.csv | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/configtables/snapshots.csv b/doc/configtables/snapshots.csv index 4a3e1212..0226a9aa 100644 --- a/doc/configtables/snapshots.csv +++ b/doc/configtables/snapshots.csv @@ -2,5 +2,5 @@ start,--,str or datetime-like; e.g. YYYY-MM-DD,Left bound of date range end,--,str or datetime-like; e.g. YYYY-MM-DD,Right bound of date range inclusive,--,"One of {'neither', 'both', ‘left’, ‘right’}","Make the time interval closed to the ``left``, ``right``, or both sides ``both`` or neither side ``None``." -resolution ,--,"{false,``nH``; i.e. ``2H``-``6H``}",Resample the time-resolution by averaging over every ``n`` snapshots -segmentation,--,"{false,``n``; e.g. ``4380``}","Apply time series segmentation with `tsam `_ package to ``n`` adjacent snapshots of varying lengths based on capacity factors of varying renewables, hydro inflow and load." +resolution ,--,"{false,``nH``; i.e. ``2H``-``6H``}","Resample the time-resolution by averaging over every ``n`` snapshots in :mod:`prepare_network`. **Warning:** This option should currently only be used with electricity-only networks, not for sector-coupled networks." +segmentation,--,"{false,``n``; e.g. ``4380``}","Apply time series segmentation with `tsam `_ package to ``n`` adjacent snapshots of varying lengths based on capacity factors of varying renewables, hydro inflow and load in :mod:`prepare_network`. **Warning:** This option should currently only be used with electricity-only networks, not for sector-coupled networks." From 20f39971f77db4ec3b79a7dea7c419be14321446 Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Wed, 24 Jan 2024 13:38:39 +0100 Subject: [PATCH 535/608] solve_network: make sure infeasibilities are printed properly Without this formatting, there is an error adding a string to a list. --- scripts/solve_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 9fc41555..23e9b0f8 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -926,7 +926,7 @@ def solve_network(n, config, solving, opts="", **kwargs): ) if "infeasible" in condition: labels = n.model.compute_infeasibilities() - logger.info("Labels:\n" + labels) + logger.info(f"Labels:\n{labels}") n.model.print_infeasibilities() raise RuntimeError("Solving status 'infeasible'") From 999ff852888f4c1fcab28796332cefc7d16f6272 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 25 Jan 2024 17:19:55 +0100 Subject: [PATCH 536/608] fix snakemake.inputs for add_existing_baseyear with perfect foresight --- rules/solve_perfect.smk | 2 ++ 1 file changed, 2 insertions(+) diff --git a/rules/solve_perfect.smk b/rules/solve_perfect.smk index ad310f9f..76051976 100644 --- a/rules/solve_perfect.smk +++ b/rules/solve_perfect.smk @@ -17,6 +17,8 @@ rule add_existing_baseyear: costs="data/costs_{}.csv".format(config["scenario"]["planning_horizons"][0]), cop_soil_total=RESOURCES + "cop_soil_total_elec_s{simpl}_{clusters}.nc", cop_air_total=RESOURCES + "cop_air_total_elec_s{simpl}_{clusters}.nc", + existing_heating_distribution=RESOURCES + + "existing_heating_distribution_elec_s{simpl}_{clusters}_{planning_horizons}.csv", existing_heating="data/existing_infrastructure/existing_heating_raw.csv", existing_solar="data/existing_infrastructure/solar_capacity_IRENA.csv", existing_onwind="data/existing_infrastructure/onwind_capacity_IRENA.csv", From bb202ad2c44558b01bf8d7cdaccaea97bf80cca2 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Sun, 27 Aug 2023 17:05:54 +0200 Subject: [PATCH 537/608] plot_network: remove function plot_map_without() --- rules/postprocess.smk | 2 -- scripts/plot_network.py | 74 ----------------------------------------- 2 files changed, 76 deletions(-) diff --git a/rules/postprocess.smk b/rules/postprocess.smk index 9f4ac78e..5bbffeb8 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -20,8 +20,6 @@ if config["foresight"] != "perfect": output: map=RESULTS + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-costs-all_{planning_horizons}.pdf", - today=RESULTS - + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}-today.pdf", threads: 2 resources: mem_mb=10000, diff --git a/scripts/plot_network.py b/scripts/plot_network.py index 13736d01..d951d2e7 100644 --- a/scripts/plot_network.py +++ b/scripts/plot_network.py @@ -671,79 +671,6 @@ def plot_ch4_map(network): ) -def plot_map_without(network): - n = network.copy() - assign_location(n) - - # Drop non-electric buses so they don't clutter the plot - n.buses.drop(n.buses.index[n.buses.carrier != "AC"], inplace=True) - - fig, ax = plt.subplots(figsize=(7, 6), subplot_kw={"projection": proj}) - - # PDF has minimum width, so set these to zero - line_lower_threshold = 200.0 - line_upper_threshold = 1e4 - linewidth_factor = 3e3 - ac_color = "rosybrown" - dc_color = "darkseagreen" - - # hack because impossible to drop buses... - if "EU gas" in n.buses.index: - eu_location = snakemake.params.plotting.get( - "eu_node_location", dict(x=-5.5, y=46) - ) - n.buses.loc["EU gas", "x"] = eu_location["x"] - n.buses.loc["EU gas", "y"] = eu_location["y"] - - to_drop = n.links.index[(n.links.carrier != "DC") & (n.links.carrier != "B2B")] - n.links.drop(to_drop, inplace=True) - - if snakemake.wildcards["ll"] == "v1.0": - line_widths = n.lines.s_nom - link_widths = n.links.p_nom - else: - line_widths = n.lines.s_nom_min - link_widths = n.links.p_nom_min - - line_widths = line_widths.clip(line_lower_threshold, line_upper_threshold) - link_widths = link_widths.clip(line_lower_threshold, line_upper_threshold) - - line_widths = line_widths.replace(line_lower_threshold, 0) - link_widths = link_widths.replace(line_lower_threshold, 0) - - n.plot( - bus_colors="k", - line_colors=ac_color, - link_colors=dc_color, - line_widths=line_widths / linewidth_factor, - link_widths=link_widths / linewidth_factor, - ax=ax, - **map_opts, - ) - - handles = [] - labels = [] - - for s in (10, 5): - handles.append( - plt.Line2D([0], [0], color=ac_color, linewidth=s * 1e3 / linewidth_factor) - ) - labels.append(f"{s} GW") - l1_1 = ax.legend( - handles, - labels, - loc="upper left", - bbox_to_anchor=(0.05, 1.01), - frameon=False, - labelspacing=0.8, - handletextpad=1.5, - title="Today's transmission", - ) - ax.add_artist(l1_1) - - fig.savefig(snakemake.output.today, transparent=True, bbox_inches="tight") - - def plot_series(network, carrier="AC", name="test"): n = network.copy() assign_location(n) @@ -1101,7 +1028,6 @@ if __name__ == "__main__": plot_h2_map(n, regions) plot_ch4_map(n) - plot_map_without(n) # plot_series(n, carrier="AC", name=suffix) # plot_series(n, carrier="heat", name=suffix) From 46a2f55c1bbebe9a491bea76f9805e363cdd6b5c Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Sun, 27 Aug 2023 17:10:41 +0200 Subject: [PATCH 538/608] plot_network: remove function plot_series() This function is superseded by plot_balance_timeseries rule. --- scripts/plot_network.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/scripts/plot_network.py b/scripts/plot_network.py index d951d2e7..dde7d61b 100644 --- a/scripts/plot_network.py +++ b/scripts/plot_network.py @@ -671,6 +671,7 @@ def plot_ch4_map(network): ) +<<<<<<< HEAD def plot_series(network, carrier="AC", name="test"): n = network.copy() assign_location(n) @@ -984,6 +985,8 @@ def plot_map_perfect( ) +======= +>>>>>>> ead390b4 (plot_network: remove function plot_series()) if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake @@ -1028,6 +1031,3 @@ if __name__ == "__main__": plot_h2_map(n, regions) plot_ch4_map(n) - - # plot_series(n, carrier="AC", name=suffix) - # plot_series(n, carrier="heat", name=suffix) From ce4d18c8616917165d3716e9543b42667d82c44c Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 25 Jan 2024 17:32:17 +0100 Subject: [PATCH 539/608] remove plot_series() leftovers --- scripts/plot_network.py | 164 ---------------------------------------- 1 file changed, 164 deletions(-) diff --git a/scripts/plot_network.py b/scripts/plot_network.py index dde7d61b..b06e5ce2 100644 --- a/scripts/plot_network.py +++ b/scripts/plot_network.py @@ -671,168 +671,6 @@ def plot_ch4_map(network): ) -<<<<<<< HEAD -def plot_series(network, carrier="AC", name="test"): - n = network.copy() - assign_location(n) - assign_carriers(n) - - buses = n.buses.index[n.buses.carrier.str.contains(carrier)] - - supply = pd.DataFrame(index=n.snapshots) - for c in n.iterate_components(n.branch_components): - n_port = 4 if c.name == "Link" else 2 - for i in range(n_port): - supply = pd.concat( - ( - supply, - ( - -1 - * c.pnl[f"p{str(i)}"] - .loc[:, c.df.index[c.df[f"bus{str(i)}"].isin(buses)]] - .groupby(c.df.carrier, axis=1) - .sum() - ), - ), - axis=1, - ) - - for c in n.iterate_components(n.one_port_components): - comps = c.df.index[c.df.bus.isin(buses)] - supply = pd.concat( - ( - supply, - ((c.pnl["p"].loc[:, comps]).multiply(c.df.loc[comps, "sign"])) - .groupby(c.df.carrier, axis=1) - .sum(), - ), - axis=1, - ) - - supply = supply.groupby(rename_techs_tyndp, axis=1).sum() - - both = supply.columns[(supply < 0.0).any() & (supply > 0.0).any()] - - positive_supply = supply[both] - negative_supply = supply[both] - - positive_supply[positive_supply < 0.0] = 0.0 - negative_supply[negative_supply > 0.0] = 0.0 - - supply[both] = positive_supply - - suffix = " charging" - - negative_supply.columns = negative_supply.columns + suffix - - supply = pd.concat((supply, negative_supply), axis=1) - - # 14-21.2 for flaute - # 19-26.1 for flaute - - start = "2013-02-19" - stop = "2013-02-26" - - threshold = 10e3 - - to_drop = supply.columns[(abs(supply) < threshold).all()] - - if len(to_drop) != 0: - logger.info(f"Dropping {to_drop.tolist()} from supply") - supply.drop(columns=to_drop, inplace=True) - - supply.index.name = None - - supply = supply / 1e3 - - supply.rename( - columns={"electricity": "electric demand", "heat": "heat demand"}, inplace=True - ) - supply.columns = supply.columns.str.replace("residential ", "") - supply.columns = supply.columns.str.replace("services ", "") - supply.columns = supply.columns.str.replace("urban decentral ", "decentral ") - - preferred_order = pd.Index( - [ - "electric demand", - "transmission lines", - "hydroelectricity", - "hydro reservoir", - "run of river", - "pumped hydro storage", - "CHP", - "onshore wind", - "offshore wind", - "solar PV", - "solar thermal", - "building retrofitting", - "ground heat pump", - "air heat pump", - "resistive heater", - "OCGT", - "gas boiler", - "gas", - "natural gas", - "methanation", - "hydrogen storage", - "battery storage", - "hot water storage", - ] - ) - - new_columns = preferred_order.intersection(supply.columns).append( - supply.columns.difference(preferred_order) - ) - - supply = supply.groupby(supply.columns, axis=1).sum() - fig, ax = plt.subplots() - fig.set_size_inches((8, 5)) - - ( - supply.loc[start:stop, new_columns].plot( - ax=ax, - kind="area", - stacked=True, - linewidth=0.0, - color=[ - snakemake.params.plotting["tech_colors"][i.replace(suffix, "")] - for i in new_columns - ], - ) - ) - - handles, labels = ax.get_legend_handles_labels() - - handles.reverse() - labels.reverse() - - new_handles = [] - new_labels = [] - - for i, item in enumerate(labels): - if "charging" not in item: - new_handles.append(handles[i]) - new_labels.append(labels[i]) - - ax.legend(new_handles, new_labels, ncol=3, loc="upper left", frameon=False) - ax.set_xlim([start, stop]) - ax.set_ylim([-1300, 1900]) - ax.grid(True) - ax.set_ylabel("Power [GW]") - fig.tight_layout() - - fig.savefig( - "results/{}maps/series-{}-{}-{}-{}.pdf".format( - snakemake.params.RDIR, - snakemake.wildcards["ll"], - carrier, - start, - stop, - ), - transparent=True, - ) - - def plot_map_perfect( network, components=["Link", "Store", "StorageUnit", "Generator"], @@ -985,8 +823,6 @@ def plot_map_perfect( ) -======= ->>>>>>> ead390b4 (plot_network: remove function plot_series()) if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake From ffd4e1f1af716dbd790e26da014366758b6188e5 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 25 Jan 2024 20:34:59 +0100 Subject: [PATCH 540/608] plot_network: split into separate scripts for power, hydrogen, gas --- doc/plotting.rst | 21 +- doc/release_notes.rst | 6 + rules/collect.smk | 10 - rules/postprocess.smk | 87 ++- scripts/plot_gas_network.py | 251 ++++++++ scripts/plot_hydrogen_network.py | 267 ++++++++ scripts/plot_network.py | 869 -------------------------- scripts/plot_power_network.py | 271 ++++++++ scripts/plot_power_network_perfect.py | 199 ++++++ 9 files changed, 1086 insertions(+), 895 deletions(-) create mode 100644 scripts/plot_gas_network.py create mode 100644 scripts/plot_hydrogen_network.py delete mode 100644 scripts/plot_network.py create mode 100644 scripts/plot_power_network.py create mode 100644 scripts/plot_power_network_perfect.py diff --git a/doc/plotting.rst b/doc/plotting.rst index 895eab3b..02748cf2 100644 --- a/doc/plotting.rst +++ b/doc/plotting.rst @@ -22,7 +22,22 @@ Rule ``plot_summary`` .. _map_plot: -Rule ``plot_network`` -======================== +Rule ``plot_power_network`` +=========================== -.. automodule:: plot_network +.. automodule:: plot_power_network + +Rule ``plot_power_network_perfect`` +=================================== + +.. automodule:: plot_power_network_perfect + +Rule ``plot_hydrogen_network`` +============================== + +.. automodule:: plot_hydrogen_network + +Rule ``plot_gas_network`` +========================= + +.. automodule:: plot_gas_network diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 93d1a268..5bcaf0d2 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -37,6 +37,12 @@ Upcoming Release * Add the option to customise map projection in plotting config. +* The rule ``plot_network`` has been split into separate rules for plotting + electricity, hydrogen and gas networks. + +* Added new collection rule ``plot_all`` which should be used instead of + ``plot_summary``. This allows running the rule :mod:`make_summary` and + :mod:`plot_summary` even if the network plotting rules fail. PyPSA-Eur 0.9.0 (5th January 2024) ================================== diff --git a/rules/collect.smk b/rules/collect.smk index c9bb10ea..1d977da1 100644 --- a/rules/collect.smk +++ b/rules/collect.smk @@ -11,7 +11,6 @@ localrules: prepare_sector_networks, solve_elec_networks, solve_sector_networks, - plot_networks, rule cluster_networks: @@ -69,15 +68,6 @@ rule solve_sector_networks_perfect: ), -rule plot_networks: - input: - expand( - RESULTS - + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-costs-all_{planning_horizons}.pdf", - **config["scenario"] - ), - - rule validate_elec_networks: input: expand( diff --git a/rules/postprocess.smk b/rules/postprocess.smk index 5bbffeb8..6db3079a 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -1,4 +1,4 @@ -# SPDX-FileCopyrightText: : 2023 The PyPSA-Eur Authors +# SPDX-FileCopyrightText: : 2023-2024 The PyPSA-Eur Authors # # SPDX-License-Identifier: MIT @@ -9,9 +9,8 @@ localrules: if config["foresight"] != "perfect": - rule plot_network: + rule plot_power_network: params: - foresight=config["foresight"], plotting=config["plotting"], input: network=RESULTS @@ -26,19 +25,66 @@ if config["foresight"] != "perfect": benchmark: ( BENCHMARKS - + "plot_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}" + + "plot_power_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}" ) conda: "../envs/environment.yaml" script: - "../scripts/plot_network.py" + "../scripts/plot_power_network.py" + + + rule plot_hydrogen_network: + params: + plotting=config["plotting"], + input: + network=RESULTS + + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", + regions=RESOURCES + "regions_onshore_elec_s{simpl}_{clusters}.geojson", + output: + map=RESULTS + + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-h2_network_{planning_horizons}.pdf", + threads: 2 + resources: + mem_mb=10000, + benchmark: + ( + BENCHMARKS + + "plot_hydrogen_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}" + ) + conda: + "../envs/environment.yaml" + script: + "../scripts/plot_hydrogen_network.py" + + + rule plot_gas_network: + params: + plotting=config["plotting"], + input: + network=RESULTS + + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", + regions=RESOURCES + "regions_onshore_elec_s{simpl}_{clusters}.geojson", + output: + map=RESULTS + + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-ch4_network_{planning_horizons}.pdf", + threads: 2 + resources: + mem_mb=10000, + benchmark: + ( + BENCHMARKS + + "plot_gas_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}" + ) + conda: + "../envs/environment.yaml" + script: + "../scripts/plot_gas_network.py" if config["foresight"] == "perfect": - rule plot_network: + rule plot_power_network_perfect: params: - foresight=config["foresight"], plotting=config["plotting"], input: network=RESULTS @@ -60,7 +106,7 @@ if config["foresight"] == "perfect": conda: "../envs/environment.yaml" script: - "../scripts/plot_network.py" + "../scripts/plot_power_network_perfect.py" rule copy_config: @@ -95,11 +141,6 @@ rule make_summary: costs="data/costs_{}.csv".format(config["costs"]["year"]) if config["foresight"] == "overnight" else "data/costs_{}.csv".format(config["scenario"]["planning_horizons"][0]), - plots=expand( - RESULTS - + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-costs-all_{planning_horizons}.pdf", - **config["scenario"] - ), output: nodal_costs=RESULTS + "csvs/nodal_costs.csv", nodal_capacities=RESULTS + "csvs/nodal_capacities.csv", @@ -161,6 +202,26 @@ rule plot_summary: "../scripts/plot_summary.py" +rule plot_all: + input: + RESULTS + "graphs/costs.pdf", + expand( + RESULTS + + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-costs-all_{planning_horizons}.pdf", + **config["scenario"] + ), + expand( + RESULTS + + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-h2_network_{planning_horizons}.pdf", + **config["scenario"] + ), + expand( + RESULTS + + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-ch4_network_{planning_horizons}.pdf", + **config["scenario"] + ), + + STATISTICS_BARPLOTS = [ "capacity_factor", "installed_capacity", diff --git a/scripts/plot_gas_network.py b/scripts/plot_gas_network.py new file mode 100644 index 00000000..a72c5c56 --- /dev/null +++ b/scripts/plot_gas_network.py @@ -0,0 +1,251 @@ +# -*- coding: utf-8 -*- +# SPDX-FileCopyrightText: : 2020-2024 The PyPSA-Eur Authors +# +# SPDX-License-Identifier: MIT +""" +Creates map of optimised gas network, storage and selected other infrastructure. +""" + +import logging + +import geopandas as gpd +import matplotlib.pyplot as plt +import pandas as pd +import pypsa +from _helpers import configure_logging +from pypsa.plot import add_legend_circles, add_legend_lines, add_legend_patches +from plot_power_network import assign_location, load_projection + +logger = logging.getLogger(__name__) + + +def plot_ch4_map(n): + # if "gas pipeline" not in n.links.carrier.unique(): + # return + + assign_location(n) + + bus_size_factor = 8e7 + linewidth_factor = 1e4 + # MW below which not drawn + line_lower_threshold = 1e3 + + # Drop non-electric buses so they don't clutter the plot + n.buses.drop(n.buses.index[n.buses.carrier != "AC"], inplace=True) + + fossil_gas_i = n.generators[n.generators.carrier == "gas"].index + fossil_gas = ( + n.generators_t.p.loc[:, fossil_gas_i] + .mul(n.snapshot_weightings.generators, axis=0) + .sum() + .groupby(n.generators.loc[fossil_gas_i, "bus"]) + .sum() + / bus_size_factor + ) + fossil_gas.rename(index=lambda x: x.replace(" gas", ""), inplace=True) + fossil_gas = fossil_gas.reindex(n.buses.index).fillna(0) + # make a fake MultiIndex so that area is correct for legend + fossil_gas.index = pd.MultiIndex.from_product([fossil_gas.index, ["fossil gas"]]) + + methanation_i = n.links.query("carrier == 'Sabatier'").index + methanation = ( + abs( + n.links_t.p1.loc[:, methanation_i].mul( + n.snapshot_weightings.generators, axis=0 + ) + ) + .sum() + .groupby(n.links.loc[methanation_i, "bus1"]) + .sum() + / bus_size_factor + ) + methanation = ( + methanation.groupby(methanation.index) + .sum() + .rename(index=lambda x: x.replace(" gas", "")) + ) + # make a fake MultiIndex so that area is correct for legend + methanation.index = pd.MultiIndex.from_product([methanation.index, ["methanation"]]) + + biogas_i = n.stores[n.stores.carrier == "biogas"].index + biogas = ( + n.stores_t.p.loc[:, biogas_i] + .mul(n.snapshot_weightings.generators, axis=0) + .sum() + .groupby(n.stores.loc[biogas_i, "bus"]) + .sum() + / bus_size_factor + ) + biogas = ( + biogas.groupby(biogas.index) + .sum() + .rename(index=lambda x: x.replace(" biogas", "")) + ) + # make a fake MultiIndex so that area is correct for legend + biogas.index = pd.MultiIndex.from_product([biogas.index, ["biogas"]]) + + bus_sizes = pd.concat([fossil_gas, methanation, biogas]) + bus_sizes.sort_index(inplace=True) + + to_remove = n.links.index[~n.links.carrier.str.contains("gas pipeline")] + n.links.drop(to_remove, inplace=True) + + link_widths_rem = n.links.p_nom_opt / linewidth_factor + link_widths_rem[n.links.p_nom_opt < line_lower_threshold] = 0.0 + + link_widths_orig = n.links.p_nom / linewidth_factor + link_widths_orig[n.links.p_nom < line_lower_threshold] = 0.0 + + max_usage = n.links_t.p0.abs().max(axis=0) + link_widths_used = max_usage / linewidth_factor + link_widths_used[max_usage < line_lower_threshold] = 0.0 + + tech_colors = snakemake.params.plotting["tech_colors"] + + pipe_colors = { + "gas pipeline": "#f08080", + "gas pipeline new": "#c46868", + "gas pipeline (in 2020)": "lightgrey", + "gas pipeline (available)": "#e8d1d1", + } + + link_color_used = n.links.carrier.map(pipe_colors) + + n.links.bus0 = n.links.bus0.str.replace(" gas", "") + n.links.bus1 = n.links.bus1.str.replace(" gas", "") + + bus_colors = { + "fossil gas": tech_colors["fossil gas"], + "methanation": tech_colors["methanation"], + "biogas": "seagreen", + } + + fig, ax = plt.subplots(figsize=(7, 6), subplot_kw={"projection": proj}) + + n.plot( + bus_sizes=bus_sizes, + bus_colors=bus_colors, + link_colors=pipe_colors["gas pipeline (in 2020)"], + link_widths=link_widths_orig, + branch_components=["Link"], + ax=ax, + **map_opts, + ) + + n.plot( + ax=ax, + bus_sizes=0.0, + link_colors=pipe_colors["gas pipeline (available)"], + link_widths=link_widths_rem, + branch_components=["Link"], + color_geomap=False, + boundaries=map_opts["boundaries"], + ) + + n.plot( + ax=ax, + bus_sizes=0.0, + link_colors=link_color_used, + link_widths=link_widths_used, + branch_components=["Link"], + color_geomap=False, + boundaries=map_opts["boundaries"], + ) + + sizes = [100, 10] + labels = [f"{s} TWh" for s in sizes] + sizes = [s / bus_size_factor * 1e6 for s in sizes] + + legend_kw = dict( + loc="upper left", + bbox_to_anchor=(0, 1.03), + labelspacing=0.8, + frameon=False, + handletextpad=1, + title="gas sources", + ) + + add_legend_circles( + ax, + sizes, + labels, + srid=n.srid, + patch_kw=dict(facecolor="lightgrey"), + legend_kw=legend_kw, + ) + + sizes = [50, 10] + labels = [f"{s} GW" for s in sizes] + scale = 1e3 / linewidth_factor + sizes = [s * scale for s in sizes] + + legend_kw = dict( + loc="upper left", + bbox_to_anchor=(0.25, 1.03), + frameon=False, + labelspacing=0.8, + handletextpad=1, + title="gas pipeline", + ) + + add_legend_lines( + ax, + sizes, + labels, + patch_kw=dict(color="lightgrey"), + legend_kw=legend_kw, + ) + + colors = list(pipe_colors.values()) + list(bus_colors.values()) + labels = list(pipe_colors.keys()) + list(bus_colors.keys()) + + # legend on the side + # legend_kw = dict( + # bbox_to_anchor=(1.47, 1.04), + # frameon=False, + # ) + + legend_kw = dict( + loc="upper left", + bbox_to_anchor=(0, 1.24), + ncol=2, + frameon=False, + ) + + add_legend_patches( + ax, + colors, + labels, + legend_kw=legend_kw, + ) + + fig.savefig(snakemake.output.map, bbox_inches="tight") + + +if __name__ == "__main__": + if "snakemake" not in globals(): + from _helpers import mock_snakemake + + snakemake = mock_snakemake( + "plot_gas_network", + simpl="", + opts="", + clusters="37", + ll="v1.0", + sector_opts="4380H-T-H-B-I-A-dist1", + ) + + configure_logging(snakemake) + + n = pypsa.Network(snakemake.input.network) + + regions = gpd.read_file(snakemake.input.regions).set_index("name") + + map_opts = snakemake.params.plotting["map"] + + if map_opts["boundaries"] is None: + map_opts["boundaries"] = regions.total_bounds[[0, 2, 1, 3]] + [-1, 1, -1, 1] + + proj = load_projection(snakemake.params.plotting) + + plot_ch4_map(n) diff --git a/scripts/plot_hydrogen_network.py b/scripts/plot_hydrogen_network.py new file mode 100644 index 00000000..13728553 --- /dev/null +++ b/scripts/plot_hydrogen_network.py @@ -0,0 +1,267 @@ +# -*- coding: utf-8 -*- +# SPDX-FileCopyrightText: : 2020-2024 The PyPSA-Eur Authors +# +# SPDX-License-Identifier: MIT +""" +Creates map of optimised hydrogen network, storage and selected other infrastructure. +""" + +import logging + +import geopandas as gpd +import matplotlib.pyplot as plt +import pandas as pd +import pypsa +from _helpers import configure_logging +from pypsa.plot import add_legend_circles, add_legend_lines, add_legend_patches + +from plot_power_network import assign_location, load_projection + +logger = logging.getLogger(__name__) + + +def group_pipes(df, drop_direction=False): + """ + Group pipes which connect same buses and return overall capacity. + """ + if drop_direction: + positive_order = df.bus0 < df.bus1 + df_p = df[positive_order] + swap_buses = {"bus0": "bus1", "bus1": "bus0"} + df_n = df[~positive_order].rename(columns=swap_buses) + df = pd.concat([df_p, df_n]) + + # there are pipes for each investment period rename to AC buses name for plotting + df.index = df.apply( + lambda x: f"H2 pipeline {x.bus0.replace(' H2', '')} -> {x.bus1.replace(' H2', '')}", + axis=1, + ) + return df.groupby(level=0).agg({"p_nom_opt": sum, "bus0": "first", "bus1": "first"}) + + +def plot_h2_map(n, regions): + # if "H2 pipeline" not in n.links.carrier.unique(): + # return + + assign_location(n) + + h2_storage = n.stores.query("carrier == 'H2'") + regions["H2"] = ( + h2_storage.rename(index=h2_storage.bus.map(n.buses.location)) + .e_nom_opt.groupby(level=0) + .sum() + .div(1e6) + ) # TWh + regions["H2"] = regions["H2"].where(regions["H2"] > 0.1) + + bus_size_factor = 1e5 + linewidth_factor = 7e3 + # MW below which not drawn + line_lower_threshold = 750 + + # Drop non-electric buses so they don't clutter the plot + n.buses.drop(n.buses.index[n.buses.carrier != "AC"], inplace=True) + + carriers = ["H2 Electrolysis", "H2 Fuel Cell"] + + elec = n.links[n.links.carrier.isin(carriers)].index + + bus_sizes = ( + n.links.loc[elec, "p_nom_opt"].groupby([n.links["bus0"], n.links.carrier]).sum() + / bus_size_factor + ) + + # make a fake MultiIndex so that area is correct for legend + bus_sizes.rename(index=lambda x: x.replace(" H2", ""), level=0, inplace=True) + # drop all links which are not H2 pipelines + n.links.drop( + n.links.index[~n.links.carrier.str.contains("H2 pipeline")], inplace=True + ) + + h2_new = n.links[n.links.carrier == "H2 pipeline"] + h2_retro = n.links[n.links.carrier == "H2 pipeline retrofitted"] + + if snakemake.params.foresight == "myopic": + # sum capacitiy for pipelines from different investment periods + h2_new = group_pipes(h2_new) + + if not h2_retro.empty: + h2_retro = ( + group_pipes(h2_retro, drop_direction=True) + .reindex(h2_new.index) + .fillna(0) + ) + + if not h2_retro.empty: + positive_order = h2_retro.bus0 < h2_retro.bus1 + h2_retro_p = h2_retro[positive_order] + swap_buses = {"bus0": "bus1", "bus1": "bus0"} + h2_retro_n = h2_retro[~positive_order].rename(columns=swap_buses) + h2_retro = pd.concat([h2_retro_p, h2_retro_n]) + + h2_retro["index_orig"] = h2_retro.index + h2_retro.index = h2_retro.apply( + lambda x: f"H2 pipeline {x.bus0.replace(' H2', '')} -> {x.bus1.replace(' H2', '')}", + axis=1, + ) + + retro_w_new_i = h2_retro.index.intersection(h2_new.index) + h2_retro_w_new = h2_retro.loc[retro_w_new_i] + + retro_wo_new_i = h2_retro.index.difference(h2_new.index) + h2_retro_wo_new = h2_retro.loc[retro_wo_new_i] + h2_retro_wo_new.index = h2_retro_wo_new.index_orig + + to_concat = [h2_new, h2_retro_w_new, h2_retro_wo_new] + h2_total = pd.concat(to_concat).p_nom_opt.groupby(level=0).sum() + + else: + h2_total = h2_new.p_nom_opt + + link_widths_total = h2_total / linewidth_factor + + n.links.rename(index=lambda x: x.split("-2")[0], inplace=True) + n.links = n.links.groupby(level=0).first() + link_widths_total = link_widths_total.reindex(n.links.index).fillna(0.0) + link_widths_total[n.links.p_nom_opt < line_lower_threshold] = 0.0 + + retro = n.links.p_nom_opt.where( + n.links.carrier == "H2 pipeline retrofitted", other=0.0 + ) + link_widths_retro = retro / linewidth_factor + link_widths_retro[n.links.p_nom_opt < line_lower_threshold] = 0.0 + + n.links.bus0 = n.links.bus0.str.replace(" H2", "") + n.links.bus1 = n.links.bus1.str.replace(" H2", "") + + regions = regions.to_crs(proj.proj4_init) + + fig, ax = plt.subplots(figsize=(7, 6), subplot_kw={"projection": proj}) + + color_h2_pipe = "#b3f3f4" + color_retrofit = "#499a9c" + + bus_colors = {"H2 Electrolysis": "#ff29d9", "H2 Fuel Cell": "#805394"} + + n.plot( + geomap=True, + bus_sizes=bus_sizes, + bus_colors=bus_colors, + link_colors=color_h2_pipe, + link_widths=link_widths_total, + branch_components=["Link"], + ax=ax, + **map_opts, + ) + + n.plot( + geomap=True, + bus_sizes=0, + link_colors=color_retrofit, + link_widths=link_widths_retro, + branch_components=["Link"], + ax=ax, + **map_opts, + ) + + regions.plot( + ax=ax, + column="H2", + cmap="Blues", + linewidths=0, + legend=True, + vmax=6, + vmin=0, + legend_kwds={ + "label": "Hydrogen Storage [TWh]", + "shrink": 0.7, + "extend": "max", + }, + ) + + sizes = [50, 10] + labels = [f"{s} GW" for s in sizes] + sizes = [s / bus_size_factor * 1e3 for s in sizes] + + legend_kw = dict( + loc="upper left", + bbox_to_anchor=(0, 1), + labelspacing=0.8, + handletextpad=0, + frameon=False, + ) + + add_legend_circles( + ax, + sizes, + labels, + srid=n.srid, + patch_kw=dict(facecolor="lightgrey"), + legend_kw=legend_kw, + ) + + sizes = [30, 10] + labels = [f"{s} GW" for s in sizes] + scale = 1e3 / linewidth_factor + sizes = [s * scale for s in sizes] + + legend_kw = dict( + loc="upper left", + bbox_to_anchor=(0.23, 1), + frameon=False, + labelspacing=0.8, + handletextpad=1, + ) + + add_legend_lines( + ax, + sizes, + labels, + patch_kw=dict(color="lightgrey"), + legend_kw=legend_kw, + ) + + colors = [bus_colors[c] for c in carriers] + [color_h2_pipe, color_retrofit] + labels = carriers + ["H2 pipeline (total)", "H2 pipeline (repurposed)"] + + legend_kw = dict( + loc="upper left", + bbox_to_anchor=(0, 1.13), + ncol=2, + frameon=False, + ) + + add_legend_patches(ax, colors, labels, legend_kw=legend_kw) + + ax.set_facecolor("white") + + fig.savefig(snakemake.output.map, bbox_inches="tight") + + +if __name__ == "__main__": + if "snakemake" not in globals(): + from _helpers import mock_snakemake + + snakemake = mock_snakemake( + "plot_hydrogen_network", + simpl="", + opts="", + clusters="37", + ll="v1.0", + sector_opts="4380H-T-H-B-I-A-dist1", + ) + + configure_logging(snakemake) + + n = pypsa.Network(snakemake.input.network) + + regions = gpd.read_file(snakemake.input.regions).set_index("name") + + map_opts = snakemake.params.plotting["map"] + + if map_opts["boundaries"] is None: + map_opts["boundaries"] = regions.total_bounds[[0, 2, 1, 3]] + [-1, 1, -1, 1] + + proj = load_projection(snakemake.params.plotting) + + plot_h2_map(n, regions) diff --git a/scripts/plot_network.py b/scripts/plot_network.py deleted file mode 100644 index b06e5ce2..00000000 --- a/scripts/plot_network.py +++ /dev/null @@ -1,869 +0,0 @@ -# -*- coding: utf-8 -*- -# SPDX-FileCopyrightText: : 2020-2023 The PyPSA-Eur Authors -# -# SPDX-License-Identifier: MIT -""" -Creates plots for optimised network topologies, including electricity, gas and -hydrogen networks, and regional generation, storage and conversion capacities -built. - -This rule plots a map of the network with technology capacities at the -nodes. -""" - -import logging - -import cartopy.crs as ccrs -import geopandas as gpd -import matplotlib.pyplot as plt -import pandas as pd -import pypsa -from make_summary import assign_carriers -from plot_summary import preferred_order, rename_techs -from pypsa.plot import add_legend_circles, add_legend_lines, add_legend_patches - -logger = logging.getLogger(__name__) -plt.style.use(["ggplot"]) - - -def rename_techs_tyndp(tech): - tech = rename_techs(tech) - if "heat pump" in tech or "resistive heater" in tech: - return "power-to-heat" - elif tech in ["H2 Electrolysis", "methanation", "H2 liquefaction"]: - return "power-to-gas" - elif tech == "H2": - return "H2 storage" - elif tech in ["NH3", "Haber-Bosch", "ammonia cracker", "ammonia store"]: - return "ammonia" - elif tech in ["OCGT", "CHP", "gas boiler", "H2 Fuel Cell"]: - return "gas-to-power/heat" - # elif "solar" in tech: - # return "solar" - elif tech in ["Fischer-Tropsch", "methanolisation"]: - return "power-to-liquid" - elif "offshore wind" in tech: - return "offshore wind" - elif "CC" in tech or "sequestration" in tech: - return "CCS" - else: - return tech - - -def assign_location(n): - for c in n.iterate_components(n.one_port_components | n.branch_components): - ifind = pd.Series(c.df.index.str.find(" ", start=4), c.df.index) - for i in ifind.value_counts().index: - # these have already been assigned defaults - if i == -1: - continue - names = ifind.index[ifind == i] - c.df.loc[names, "location"] = names.str[:i] - - -def plot_map( - network, - components=["links", "stores", "storage_units", "generators"], - bus_size_factor=1.7e10, - transmission=False, - with_legend=True, -): - tech_colors = snakemake.params.plotting["tech_colors"] - - n = network.copy() - assign_location(n) - # Drop non-electric buses so they don't clutter the plot - n.buses.drop(n.buses.index[n.buses.carrier != "AC"], inplace=True) - - costs = pd.DataFrame(index=n.buses.index) - - for comp in components: - df_c = getattr(n, comp) - - if df_c.empty: - continue - - df_c["nice_group"] = df_c.carrier.map(rename_techs_tyndp) - - attr = "e_nom_opt" if comp == "stores" else "p_nom_opt" - - costs_c = ( - (df_c.capital_cost * df_c[attr]) - .groupby([df_c.location, df_c.nice_group]) - .sum() - .unstack() - .fillna(0.0) - ) - costs = pd.concat([costs, costs_c], axis=1) - - logger.debug(f"{comp}, {costs}") - - costs = costs.groupby(costs.columns, axis=1).sum() - - costs.drop(list(costs.columns[(costs == 0.0).all()]), axis=1, inplace=True) - - new_columns = preferred_order.intersection(costs.columns).append( - costs.columns.difference(preferred_order) - ) - costs = costs[new_columns] - - for item in new_columns: - if item not in tech_colors: - logger.warning(f"{item} not in config/plotting/tech_colors") - - costs = costs.stack() # .sort_index() - - # hack because impossible to drop buses... - eu_location = snakemake.params.plotting.get("eu_node_location", dict(x=-5.5, y=46)) - n.buses.loc["EU gas", "x"] = eu_location["x"] - n.buses.loc["EU gas", "y"] = eu_location["y"] - - n.links.drop( - n.links.index[(n.links.carrier != "DC") & (n.links.carrier != "B2B")], - inplace=True, - ) - - # drop non-bus - to_drop = costs.index.levels[0].symmetric_difference(n.buses.index) - if len(to_drop) != 0: - logger.info(f"Dropping non-buses {to_drop.tolist()}") - costs.drop(to_drop, level=0, inplace=True, axis=0, errors="ignore") - - # make sure they are removed from index - costs.index = pd.MultiIndex.from_tuples(costs.index.values) - - threshold = 100e6 # 100 mEUR/a - carriers = costs.groupby(level=1).sum() - carriers = carriers.where(carriers > threshold).dropna() - carriers = list(carriers.index) - - # PDF has minimum width, so set these to zero - line_lower_threshold = 500.0 - line_upper_threshold = 1e4 - linewidth_factor = 4e3 - ac_color = "rosybrown" - dc_color = "darkseagreen" - - title = "added grid" - - if snakemake.wildcards["ll"] == "v1.0": - # should be zero - line_widths = n.lines.s_nom_opt - n.lines.s_nom - link_widths = n.links.p_nom_opt - n.links.p_nom - if transmission: - line_widths = n.lines.s_nom_opt - link_widths = n.links.p_nom_opt - linewidth_factor = 2e3 - line_lower_threshold = 0.0 - title = "current grid" - else: - line_widths = n.lines.s_nom_opt - n.lines.s_nom_min - link_widths = n.links.p_nom_opt - n.links.p_nom_min - if transmission: - line_widths = n.lines.s_nom_opt - link_widths = n.links.p_nom_opt - title = "total grid" - - line_widths = line_widths.clip(line_lower_threshold, line_upper_threshold) - link_widths = link_widths.clip(line_lower_threshold, line_upper_threshold) - - line_widths = line_widths.replace(line_lower_threshold, 0) - link_widths = link_widths.replace(line_lower_threshold, 0) - - fig, ax = plt.subplots(subplot_kw={"projection": proj}) - fig.set_size_inches(7, 6) - - n.plot( - bus_sizes=costs / bus_size_factor, - bus_colors=tech_colors, - line_colors=ac_color, - link_colors=dc_color, - line_widths=line_widths / linewidth_factor, - link_widths=link_widths / linewidth_factor, - ax=ax, - **map_opts, - ) - - sizes = [20, 10, 5] - labels = [f"{s} bEUR/a" for s in sizes] - sizes = [s / bus_size_factor * 1e9 for s in sizes] - - legend_kw = dict( - loc="upper left", - bbox_to_anchor=(0.01, 1.06), - labelspacing=0.8, - frameon=False, - handletextpad=0, - title="system cost", - ) - - add_legend_circles( - ax, - sizes, - labels, - srid=n.srid, - patch_kw=dict(facecolor="lightgrey"), - legend_kw=legend_kw, - ) - - sizes = [10, 5] - labels = [f"{s} GW" for s in sizes] - scale = 1e3 / linewidth_factor - sizes = [s * scale for s in sizes] - - legend_kw = dict( - loc="upper left", - bbox_to_anchor=(0.27, 1.06), - frameon=False, - labelspacing=0.8, - handletextpad=1, - title=title, - ) - - add_legend_lines( - ax, sizes, labels, patch_kw=dict(color="lightgrey"), legend_kw=legend_kw - ) - - legend_kw = dict( - bbox_to_anchor=(1.52, 1.04), - frameon=False, - ) - - if with_legend: - colors = [tech_colors[c] for c in carriers] + [ac_color, dc_color] - labels = carriers + ["HVAC line", "HVDC link"] - - add_legend_patches( - ax, - colors, - labels, - legend_kw=legend_kw, - ) - - fig.savefig(snakemake.output.map, transparent=True, bbox_inches="tight") - - -def group_pipes(df, drop_direction=False): - """ - Group pipes which connect same buses and return overall capacity. - """ - if drop_direction: - positive_order = df.bus0 < df.bus1 - df_p = df[positive_order] - swap_buses = {"bus0": "bus1", "bus1": "bus0"} - df_n = df[~positive_order].rename(columns=swap_buses) - df = pd.concat([df_p, df_n]) - - # there are pipes for each investment period rename to AC buses name for plotting - df.index = df.apply( - lambda x: f"H2 pipeline {x.bus0.replace(' H2', '')} -> {x.bus1.replace(' H2', '')}", - axis=1, - ) - return df.groupby(level=0).agg({"p_nom_opt": sum, "bus0": "first", "bus1": "first"}) - - -def plot_h2_map(network, regions): - n = network.copy() - if "H2 pipeline" not in n.links.carrier.unique(): - return - - assign_location(n) - - h2_storage = n.stores.query("carrier == 'H2'") - regions["H2"] = ( - h2_storage.rename(index=h2_storage.bus.map(n.buses.location)) - .e_nom_opt.groupby(level=0) - .sum() - .div(1e6) - ) # TWh - regions["H2"] = regions["H2"].where(regions["H2"] > 0.1) - - bus_size_factor = 1e5 - linewidth_factor = 7e3 - # MW below which not drawn - line_lower_threshold = 750 - - # Drop non-electric buses so they don't clutter the plot - n.buses.drop(n.buses.index[n.buses.carrier != "AC"], inplace=True) - - carriers = ["H2 Electrolysis", "H2 Fuel Cell"] - - elec = n.links[n.links.carrier.isin(carriers)].index - - bus_sizes = ( - n.links.loc[elec, "p_nom_opt"].groupby([n.links["bus0"], n.links.carrier]).sum() - / bus_size_factor - ) - - # make a fake MultiIndex so that area is correct for legend - bus_sizes.rename(index=lambda x: x.replace(" H2", ""), level=0, inplace=True) - # drop all links which are not H2 pipelines - n.links.drop( - n.links.index[~n.links.carrier.str.contains("H2 pipeline")], inplace=True - ) - - h2_new = n.links[n.links.carrier == "H2 pipeline"] - h2_retro = n.links[n.links.carrier == "H2 pipeline retrofitted"] - - if snakemake.params.foresight == "myopic": - # sum capacitiy for pipelines from different investment periods - h2_new = group_pipes(h2_new) - - if not h2_retro.empty: - h2_retro = ( - group_pipes(h2_retro, drop_direction=True) - .reindex(h2_new.index) - .fillna(0) - ) - - if not h2_retro.empty: - positive_order = h2_retro.bus0 < h2_retro.bus1 - h2_retro_p = h2_retro[positive_order] - swap_buses = {"bus0": "bus1", "bus1": "bus0"} - h2_retro_n = h2_retro[~positive_order].rename(columns=swap_buses) - h2_retro = pd.concat([h2_retro_p, h2_retro_n]) - - h2_retro["index_orig"] = h2_retro.index - h2_retro.index = h2_retro.apply( - lambda x: f"H2 pipeline {x.bus0.replace(' H2', '')} -> {x.bus1.replace(' H2', '')}", - axis=1, - ) - - retro_w_new_i = h2_retro.index.intersection(h2_new.index) - h2_retro_w_new = h2_retro.loc[retro_w_new_i] - - retro_wo_new_i = h2_retro.index.difference(h2_new.index) - h2_retro_wo_new = h2_retro.loc[retro_wo_new_i] - h2_retro_wo_new.index = h2_retro_wo_new.index_orig - - to_concat = [h2_new, h2_retro_w_new, h2_retro_wo_new] - h2_total = pd.concat(to_concat).p_nom_opt.groupby(level=0).sum() - - else: - h2_total = h2_new.p_nom_opt - - link_widths_total = h2_total / linewidth_factor - - n.links.rename(index=lambda x: x.split("-2")[0], inplace=True) - n.links = n.links.groupby(level=0).first() - link_widths_total = link_widths_total.reindex(n.links.index).fillna(0.0) - link_widths_total[n.links.p_nom_opt < line_lower_threshold] = 0.0 - - retro = n.links.p_nom_opt.where( - n.links.carrier == "H2 pipeline retrofitted", other=0.0 - ) - link_widths_retro = retro / linewidth_factor - link_widths_retro[n.links.p_nom_opt < line_lower_threshold] = 0.0 - - n.links.bus0 = n.links.bus0.str.replace(" H2", "") - n.links.bus1 = n.links.bus1.str.replace(" H2", "") - - regions = regions.to_crs(proj.proj4_init) - - fig, ax = plt.subplots(figsize=(7, 6), subplot_kw={"projection": proj}) - - color_h2_pipe = "#b3f3f4" - color_retrofit = "#499a9c" - - bus_colors = {"H2 Electrolysis": "#ff29d9", "H2 Fuel Cell": "#805394"} - - n.plot( - geomap=True, - bus_sizes=bus_sizes, - bus_colors=bus_colors, - link_colors=color_h2_pipe, - link_widths=link_widths_total, - branch_components=["Link"], - ax=ax, - **map_opts, - ) - - n.plot( - geomap=True, - bus_sizes=0, - link_colors=color_retrofit, - link_widths=link_widths_retro, - branch_components=["Link"], - ax=ax, - **map_opts, - ) - - regions.plot( - ax=ax, - column="H2", - cmap="Blues", - linewidths=0, - legend=True, - vmax=6, - vmin=0, - legend_kwds={ - "label": "Hydrogen Storage [TWh]", - "shrink": 0.7, - "extend": "max", - }, - ) - - sizes = [50, 10] - labels = [f"{s} GW" for s in sizes] - sizes = [s / bus_size_factor * 1e3 for s in sizes] - - legend_kw = dict( - loc="upper left", - bbox_to_anchor=(0, 1), - labelspacing=0.8, - handletextpad=0, - frameon=False, - ) - - add_legend_circles( - ax, - sizes, - labels, - srid=n.srid, - patch_kw=dict(facecolor="lightgrey"), - legend_kw=legend_kw, - ) - - sizes = [30, 10] - labels = [f"{s} GW" for s in sizes] - scale = 1e3 / linewidth_factor - sizes = [s * scale for s in sizes] - - legend_kw = dict( - loc="upper left", - bbox_to_anchor=(0.23, 1), - frameon=False, - labelspacing=0.8, - handletextpad=1, - ) - - add_legend_lines( - ax, - sizes, - labels, - patch_kw=dict(color="lightgrey"), - legend_kw=legend_kw, - ) - - colors = [bus_colors[c] for c in carriers] + [color_h2_pipe, color_retrofit] - labels = carriers + ["H2 pipeline (total)", "H2 pipeline (repurposed)"] - - legend_kw = dict( - loc="upper left", - bbox_to_anchor=(0, 1.13), - ncol=2, - frameon=False, - ) - - add_legend_patches(ax, colors, labels, legend_kw=legend_kw) - - ax.set_facecolor("white") - - fig.savefig( - snakemake.output.map.replace("-costs-all", "-h2_network"), bbox_inches="tight" - ) - - -def plot_ch4_map(network): - n = network.copy() - - if "gas pipeline" not in n.links.carrier.unique(): - return - - assign_location(n) - - bus_size_factor = 8e7 - linewidth_factor = 1e4 - # MW below which not drawn - line_lower_threshold = 1e3 - - # Drop non-electric buses so they don't clutter the plot - n.buses.drop(n.buses.index[n.buses.carrier != "AC"], inplace=True) - - fossil_gas_i = n.generators[n.generators.carrier == "gas"].index - fossil_gas = ( - n.generators_t.p.loc[:, fossil_gas_i] - .mul(n.snapshot_weightings.generators, axis=0) - .sum() - .groupby(n.generators.loc[fossil_gas_i, "bus"]) - .sum() - / bus_size_factor - ) - fossil_gas.rename(index=lambda x: x.replace(" gas", ""), inplace=True) - fossil_gas = fossil_gas.reindex(n.buses.index).fillna(0) - # make a fake MultiIndex so that area is correct for legend - fossil_gas.index = pd.MultiIndex.from_product([fossil_gas.index, ["fossil gas"]]) - - methanation_i = n.links.query("carrier == 'Sabatier'").index - methanation = ( - abs( - n.links_t.p1.loc[:, methanation_i].mul( - n.snapshot_weightings.generators, axis=0 - ) - ) - .sum() - .groupby(n.links.loc[methanation_i, "bus1"]) - .sum() - / bus_size_factor - ) - methanation = ( - methanation.groupby(methanation.index) - .sum() - .rename(index=lambda x: x.replace(" gas", "")) - ) - # make a fake MultiIndex so that area is correct for legend - methanation.index = pd.MultiIndex.from_product([methanation.index, ["methanation"]]) - - biogas_i = n.stores[n.stores.carrier == "biogas"].index - biogas = ( - n.stores_t.p.loc[:, biogas_i] - .mul(n.snapshot_weightings.generators, axis=0) - .sum() - .groupby(n.stores.loc[biogas_i, "bus"]) - .sum() - / bus_size_factor - ) - biogas = ( - biogas.groupby(biogas.index) - .sum() - .rename(index=lambda x: x.replace(" biogas", "")) - ) - # make a fake MultiIndex so that area is correct for legend - biogas.index = pd.MultiIndex.from_product([biogas.index, ["biogas"]]) - - bus_sizes = pd.concat([fossil_gas, methanation, biogas]) - bus_sizes.sort_index(inplace=True) - - to_remove = n.links.index[~n.links.carrier.str.contains("gas pipeline")] - n.links.drop(to_remove, inplace=True) - - link_widths_rem = n.links.p_nom_opt / linewidth_factor - link_widths_rem[n.links.p_nom_opt < line_lower_threshold] = 0.0 - - link_widths_orig = n.links.p_nom / linewidth_factor - link_widths_orig[n.links.p_nom < line_lower_threshold] = 0.0 - - max_usage = n.links_t.p0.abs().max(axis=0) - link_widths_used = max_usage / linewidth_factor - link_widths_used[max_usage < line_lower_threshold] = 0.0 - - tech_colors = snakemake.params.plotting["tech_colors"] - - pipe_colors = { - "gas pipeline": "#f08080", - "gas pipeline new": "#c46868", - "gas pipeline (in 2020)": "lightgrey", - "gas pipeline (available)": "#e8d1d1", - } - - link_color_used = n.links.carrier.map(pipe_colors) - - n.links.bus0 = n.links.bus0.str.replace(" gas", "") - n.links.bus1 = n.links.bus1.str.replace(" gas", "") - - bus_colors = { - "fossil gas": tech_colors["fossil gas"], - "methanation": tech_colors["methanation"], - "biogas": "seagreen", - } - - fig, ax = plt.subplots(figsize=(7, 6), subplot_kw={"projection": proj}) - - n.plot( - bus_sizes=bus_sizes, - bus_colors=bus_colors, - link_colors=pipe_colors["gas pipeline (in 2020)"], - link_widths=link_widths_orig, - branch_components=["Link"], - ax=ax, - **map_opts, - ) - - n.plot( - ax=ax, - bus_sizes=0.0, - link_colors=pipe_colors["gas pipeline (available)"], - link_widths=link_widths_rem, - branch_components=["Link"], - color_geomap=False, - boundaries=map_opts["boundaries"], - ) - - n.plot( - ax=ax, - bus_sizes=0.0, - link_colors=link_color_used, - link_widths=link_widths_used, - branch_components=["Link"], - color_geomap=False, - boundaries=map_opts["boundaries"], - ) - - sizes = [100, 10] - labels = [f"{s} TWh" for s in sizes] - sizes = [s / bus_size_factor * 1e6 for s in sizes] - - legend_kw = dict( - loc="upper left", - bbox_to_anchor=(0, 1.03), - labelspacing=0.8, - frameon=False, - handletextpad=1, - title="gas sources", - ) - - add_legend_circles( - ax, - sizes, - labels, - srid=n.srid, - patch_kw=dict(facecolor="lightgrey"), - legend_kw=legend_kw, - ) - - sizes = [50, 10] - labels = [f"{s} GW" for s in sizes] - scale = 1e3 / linewidth_factor - sizes = [s * scale for s in sizes] - - legend_kw = dict( - loc="upper left", - bbox_to_anchor=(0.25, 1.03), - frameon=False, - labelspacing=0.8, - handletextpad=1, - title="gas pipeline", - ) - - add_legend_lines( - ax, - sizes, - labels, - patch_kw=dict(color="lightgrey"), - legend_kw=legend_kw, - ) - - colors = list(pipe_colors.values()) + list(bus_colors.values()) - labels = list(pipe_colors.keys()) + list(bus_colors.keys()) - - # legend on the side - # legend_kw = dict( - # bbox_to_anchor=(1.47, 1.04), - # frameon=False, - # ) - - legend_kw = dict( - loc="upper left", - bbox_to_anchor=(0, 1.24), - ncol=2, - frameon=False, - ) - - add_legend_patches( - ax, - colors, - labels, - legend_kw=legend_kw, - ) - - fig.savefig( - snakemake.output.map.replace("-costs-all", "-ch4_network"), bbox_inches="tight" - ) - - -def plot_map_perfect( - network, - components=["Link", "Store", "StorageUnit", "Generator"], - bus_size_factor=1.7e10, -): - n = network.copy() - assign_location(n) - # Drop non-electric buses so they don't clutter the plot - n.buses.drop(n.buses.index[n.buses.carrier != "AC"], inplace=True) - # investment periods - investments = n.snapshots.levels[0] - - costs = {} - for comp in components: - df_c = n.df(comp) - if df_c.empty: - continue - df_c["nice_group"] = df_c.carrier.map(rename_techs_tyndp) - - attr = "e_nom_opt" if comp == "Store" else "p_nom_opt" - - active = pd.concat( - [n.get_active_assets(comp, inv_p).rename(inv_p) for inv_p in investments], - axis=1, - ).astype(int) - capital_cost = n.df(comp)[attr] * n.df(comp).capital_cost - capital_cost_t = ( - (active.mul(capital_cost, axis=0)) - .groupby([n.df(comp).location, n.df(comp).nice_group]) - .sum() - ) - - capital_cost_t.drop("load", level=1, inplace=True, errors="ignore") - - costs[comp] = capital_cost_t - - costs = pd.concat(costs).groupby(level=[1, 2]).sum() - costs.drop(costs[costs.sum(axis=1) == 0].index, inplace=True) - - new_columns = preferred_order.intersection(costs.index.levels[1]).append( - costs.index.levels[1].difference(preferred_order) - ) - costs = costs.reindex(new_columns, level=1) - - for item in new_columns: - if item not in snakemake.config["plotting"]["tech_colors"]: - print( - "Warning!", - item, - "not in config/plotting/tech_colors, assign random color", - ) - snakemake.config["plotting"]["tech_colors"] = "pink" - - n.links.drop( - n.links.index[(n.links.carrier != "DC") & (n.links.carrier != "B2B")], - inplace=True, - ) - - # drop non-bus - to_drop = costs.index.levels[0].symmetric_difference(n.buses.index) - if len(to_drop) != 0: - print("dropping non-buses", to_drop) - costs.drop(to_drop, level=0, inplace=True, axis=0, errors="ignore") - - # make sure they are removed from index - costs.index = pd.MultiIndex.from_tuples(costs.index.values) - - # PDF has minimum width, so set these to zero - line_lower_threshold = 500.0 - line_upper_threshold = 1e4 - linewidth_factor = 2e3 - ac_color = "gray" - dc_color = "m" - - line_widths = n.lines.s_nom_opt - link_widths = n.links.p_nom_opt - linewidth_factor = 2e3 - line_lower_threshold = 0.0 - title = "Today's transmission" - - line_widths[line_widths < line_lower_threshold] = 0.0 - link_widths[link_widths < line_lower_threshold] = 0.0 - - line_widths[line_widths > line_upper_threshold] = line_upper_threshold - link_widths[link_widths > line_upper_threshold] = line_upper_threshold - - for year in costs.columns: - fig, ax = plt.subplots(subplot_kw={"projection": proj}) - fig.set_size_inches(7, 6) - fig.suptitle(year) - - n.plot( - bus_sizes=costs[year] / bus_size_factor, - bus_colors=snakemake.config["plotting"]["tech_colors"], - line_colors=ac_color, - link_colors=dc_color, - line_widths=line_widths / linewidth_factor, - link_widths=link_widths / linewidth_factor, - ax=ax, - **map_opts, - ) - - sizes = [20, 10, 5] - labels = [f"{s} bEUR/a" for s in sizes] - sizes = [s / bus_size_factor * 1e9 for s in sizes] - - legend_kw = dict( - loc="upper left", - bbox_to_anchor=(0.01, 1.06), - labelspacing=0.8, - frameon=False, - handletextpad=0, - title="system cost", - ) - - add_legend_circles( - ax, - sizes, - labels, - srid=n.srid, - patch_kw=dict(facecolor="lightgrey"), - legend_kw=legend_kw, - ) - - sizes = [10, 5] - labels = [f"{s} GW" for s in sizes] - scale = 1e3 / linewidth_factor - sizes = [s * scale for s in sizes] - - legend_kw = dict( - loc="upper left", - bbox_to_anchor=(0.27, 1.06), - frameon=False, - labelspacing=0.8, - handletextpad=1, - title=title, - ) - - add_legend_lines( - ax, sizes, labels, patch_kw=dict(color="lightgrey"), legend_kw=legend_kw - ) - - legend_kw = dict( - bbox_to_anchor=(1.52, 1.04), - frameon=False, - ) - - fig.savefig( - snakemake.output[f"map_{year}"], transparent=True, bbox_inches="tight" - ) - - -if __name__ == "__main__": - if "snakemake" not in globals(): - from _helpers import mock_snakemake - - snakemake = mock_snakemake( - "plot_network", - simpl="", - opts="", - clusters="37", - ll="v1.0", - sector_opts="4380H-T-H-B-I-A-dist1", - ) - - logging.basicConfig(level=snakemake.config["logging"]["level"]) - - n = pypsa.Network(snakemake.input.network) - - regions = gpd.read_file(snakemake.input.regions).set_index("name") - - map_opts = snakemake.params.plotting["map"] - - if map_opts["boundaries"] is None: - map_opts["boundaries"] = regions.total_bounds[[0, 2, 1, 3]] + [-1, 1, -1, 1] - - proj_kwargs = snakemake.params.plotting.get("projection", dict(name="EqualEarth")) - proj_func = getattr(ccrs, proj_kwargs.pop("name")) - proj = proj_func(**proj_kwargs) - - if snakemake.params["foresight"] == "perfect": - plot_map_perfect( - n, - components=["Link", "Store", "StorageUnit", "Generator"], - bus_size_factor=2e10, - ) - else: - plot_map( - n, - components=["generators", "links", "stores", "storage_units"], - bus_size_factor=2e10, - transmission=False, - ) - - plot_h2_map(n, regions) - plot_ch4_map(n) diff --git a/scripts/plot_power_network.py b/scripts/plot_power_network.py new file mode 100644 index 00000000..48aa01e3 --- /dev/null +++ b/scripts/plot_power_network.py @@ -0,0 +1,271 @@ +# -*- coding: utf-8 -*- +# SPDX-FileCopyrightText: : 2020-2024 The PyPSA-Eur Authors +# +# SPDX-License-Identifier: MIT +""" +Creates plots for optimised power network topologies and regional generation, +storage and conversion capacities built. +""" + +import logging + +import cartopy.crs as ccrs +import geopandas as gpd +import matplotlib.pyplot as plt +import pandas as pd +import pypsa +from plot_summary import preferred_order, rename_techs +from _helpers import configure_logging +from pypsa.plot import add_legend_circles, add_legend_lines, add_legend_patches + +logger = logging.getLogger(__name__) + +def rename_techs_tyndp(tech): + tech = rename_techs(tech) + if "heat pump" in tech or "resistive heater" in tech: + return "power-to-heat" + elif tech in ["H2 Electrolysis", "methanation", "H2 liquefaction"]: + return "power-to-gas" + elif tech == "H2": + return "H2 storage" + elif tech in ["NH3", "Haber-Bosch", "ammonia cracker", "ammonia store"]: + return "ammonia" + elif tech in ["OCGT", "CHP", "gas boiler", "H2 Fuel Cell"]: + return "gas-to-power/heat" + # elif "solar" in tech: + # return "solar" + elif tech in ["Fischer-Tropsch", "methanolisation"]: + return "power-to-liquid" + elif "offshore wind" in tech: + return "offshore wind" + elif "CC" in tech or "sequestration" in tech: + return "CCS" + else: + return tech + + +def assign_location(n): + for c in n.iterate_components(n.one_port_components | n.branch_components): + ifind = pd.Series(c.df.index.str.find(" ", start=4), c.df.index) + for i in ifind.value_counts().index: + # these have already been assigned defaults + if i == -1: + continue + names = ifind.index[ifind == i] + c.df.loc[names, "location"] = names.str[:i] + + +def load_projection(plotting_params): + proj_kwargs = plotting_params.get("projection", dict(name="EqualEarth")) + proj_func = getattr(ccrs, proj_kwargs.pop("name")) + return proj_func(**proj_kwargs) + + +def plot_map( + n, + components=["links", "stores", "storage_units", "generators"], + bus_size_factor=2e10, + transmission=False, + with_legend=True, +): + tech_colors = snakemake.params.plotting["tech_colors"] + + assign_location(n) + # Drop non-electric buses so they don't clutter the plot + n.buses.drop(n.buses.index[n.buses.carrier != "AC"], inplace=True) + + costs = pd.DataFrame(index=n.buses.index) + + for comp in components: + df_c = getattr(n, comp) + + if df_c.empty: + continue + + df_c["nice_group"] = df_c.carrier.map(rename_techs_tyndp) + + attr = "e_nom_opt" if comp == "stores" else "p_nom_opt" + + costs_c = ( + (df_c.capital_cost * df_c[attr]) + .groupby([df_c.location, df_c.nice_group]) + .sum() + .unstack() + .fillna(0.0) + ) + costs = pd.concat([costs, costs_c], axis=1) + + logger.debug(f"{comp}, {costs}") + + costs = costs.groupby(costs.columns, axis=1).sum() + + costs.drop(list(costs.columns[(costs == 0.0).all()]), axis=1, inplace=True) + + new_columns = preferred_order.intersection(costs.columns).append( + costs.columns.difference(preferred_order) + ) + costs = costs[new_columns] + + for item in new_columns: + if item not in tech_colors: + logger.warning(f"{item} not in config/plotting/tech_colors") + + costs = costs.stack() # .sort_index() + + # hack because impossible to drop buses... + eu_location = snakemake.params.plotting.get("eu_node_location", dict(x=-5.5, y=46)) + n.buses.loc["EU gas", "x"] = eu_location["x"] + n.buses.loc["EU gas", "y"] = eu_location["y"] + + n.links.drop( + n.links.index[(n.links.carrier != "DC") & (n.links.carrier != "B2B")], + inplace=True, + ) + + # drop non-bus + to_drop = costs.index.levels[0].symmetric_difference(n.buses.index) + if len(to_drop) != 0: + logger.info(f"Dropping non-buses {to_drop.tolist()}") + costs.drop(to_drop, level=0, inplace=True, axis=0, errors="ignore") + + # make sure they are removed from index + costs.index = pd.MultiIndex.from_tuples(costs.index.values) + + threshold = 100e6 # 100 mEUR/a + carriers = costs.groupby(level=1).sum() + carriers = carriers.where(carriers > threshold).dropna() + carriers = list(carriers.index) + + # PDF has minimum width, so set these to zero + line_lower_threshold = 500.0 + line_upper_threshold = 1e4 + linewidth_factor = 4e3 + ac_color = "rosybrown" + dc_color = "darkseagreen" + + title = "added grid" + + if snakemake.wildcards["ll"] == "v1.0": + # should be zero + line_widths = n.lines.s_nom_opt - n.lines.s_nom + link_widths = n.links.p_nom_opt - n.links.p_nom + if transmission: + line_widths = n.lines.s_nom_opt + link_widths = n.links.p_nom_opt + linewidth_factor = 2e3 + line_lower_threshold = 0.0 + title = "current grid" + else: + line_widths = n.lines.s_nom_opt - n.lines.s_nom_min + link_widths = n.links.p_nom_opt - n.links.p_nom_min + if transmission: + line_widths = n.lines.s_nom_opt + link_widths = n.links.p_nom_opt + title = "total grid" + + line_widths = line_widths.clip(line_lower_threshold, line_upper_threshold) + link_widths = link_widths.clip(line_lower_threshold, line_upper_threshold) + + line_widths = line_widths.replace(line_lower_threshold, 0) + link_widths = link_widths.replace(line_lower_threshold, 0) + + fig, ax = plt.subplots(subplot_kw={"projection": proj}) + fig.set_size_inches(7, 6) + + n.plot( + bus_sizes=costs / bus_size_factor, + bus_colors=tech_colors, + line_colors=ac_color, + link_colors=dc_color, + line_widths=line_widths / linewidth_factor, + link_widths=link_widths / linewidth_factor, + ax=ax, + **map_opts, + ) + + sizes = [20, 10, 5] + labels = [f"{s} bEUR/a" for s in sizes] + sizes = [s / bus_size_factor * 1e9 for s in sizes] + + legend_kw = dict( + loc="upper left", + bbox_to_anchor=(0.01, 1.06), + labelspacing=0.8, + frameon=False, + handletextpad=0, + title="system cost", + ) + + add_legend_circles( + ax, + sizes, + labels, + srid=n.srid, + patch_kw=dict(facecolor="lightgrey"), + legend_kw=legend_kw, + ) + + sizes = [10, 5] + labels = [f"{s} GW" for s in sizes] + scale = 1e3 / linewidth_factor + sizes = [s * scale for s in sizes] + + legend_kw = dict( + loc="upper left", + bbox_to_anchor=(0.27, 1.06), + frameon=False, + labelspacing=0.8, + handletextpad=1, + title=title, + ) + + add_legend_lines( + ax, sizes, labels, patch_kw=dict(color="lightgrey"), legend_kw=legend_kw + ) + + legend_kw = dict( + bbox_to_anchor=(1.52, 1.04), + frameon=False, + ) + + if with_legend: + colors = [tech_colors[c] for c in carriers] + [ac_color, dc_color] + labels = carriers + ["HVAC line", "HVDC link"] + + add_legend_patches( + ax, + colors, + labels, + legend_kw=legend_kw, + ) + + fig.savefig(snakemake.output.map, bbox_inches="tight") + + +if __name__ == "__main__": + if "snakemake" not in globals(): + from _helpers import mock_snakemake + + snakemake = mock_snakemake( + "plot_power_network", + simpl="", + opts="", + clusters="37", + ll="v1.0", + sector_opts="4380H-T-H-B-I-A-dist1", + ) + + configure_logging(snakemake) + + n = pypsa.Network(snakemake.input.network) + + regions = gpd.read_file(snakemake.input.regions).set_index("name") + + map_opts = snakemake.params.plotting["map"] + + if map_opts["boundaries"] is None: + map_opts["boundaries"] = regions.total_bounds[[0, 2, 1, 3]] + [-1, 1, -1, 1] + + proj = load_projection(snakemake.params.plotting) + + plot_map(n) diff --git a/scripts/plot_power_network_perfect.py b/scripts/plot_power_network_perfect.py new file mode 100644 index 00000000..ce8afef0 --- /dev/null +++ b/scripts/plot_power_network_perfect.py @@ -0,0 +1,199 @@ +# -*- coding: utf-8 -*- +# SPDX-FileCopyrightText: : 2020-2024 The PyPSA-Eur Authors +# +# SPDX-License-Identifier: MIT +""" +Creates plots for optimised power network topologies and regional generation, +storage and conversion capacities built for the perfect foresight scenario. +""" + +import logging + +import geopandas as gpd +import matplotlib.pyplot as plt +import pandas as pd +import pypsa +from _helpers import configure_logging +from pypsa.plot import add_legend_circles, add_legend_lines +from plot_power_network import assign_location, rename_techs_tyndp, load_projection +from plot_summary import preferred_order + +logger = logging.getLogger(__name__) + + +def plot_map_perfect( + n, + components=["Link", "Store", "StorageUnit", "Generator"], + bus_size_factor=2e10, +): + assign_location(n) + # Drop non-electric buses so they don't clutter the plot + n.buses.drop(n.buses.index[n.buses.carrier != "AC"], inplace=True) + # investment periods + investments = n.snapshots.levels[0] + + costs = {} + for comp in components: + df_c = n.df(comp) + if df_c.empty: + continue + df_c["nice_group"] = df_c.carrier.map(rename_techs_tyndp) + + attr = "e_nom_opt" if comp == "Store" else "p_nom_opt" + + active = pd.concat( + [n.get_active_assets(comp, inv_p).rename(inv_p) for inv_p in investments], + axis=1, + ).astype(int) + capital_cost = n.df(comp)[attr] * n.df(comp).capital_cost + capital_cost_t = ( + (active.mul(capital_cost, axis=0)) + .groupby([n.df(comp).location, n.df(comp).nice_group]) + .sum() + ) + + capital_cost_t.drop("load", level=1, inplace=True, errors="ignore") + + costs[comp] = capital_cost_t + + costs = pd.concat(costs).groupby(level=[1, 2]).sum() + costs.drop(costs[costs.sum(axis=1) == 0].index, inplace=True) + + new_columns = preferred_order.intersection(costs.index.levels[1]).append( + costs.index.levels[1].difference(preferred_order) + ) + costs = costs.reindex(new_columns, level=1) + + for item in new_columns: + if item not in snakemake.config["plotting"]["tech_colors"]: + print( + "Warning!", + item, + "not in config/plotting/tech_colors, assign random color", + ) + snakemake.config["plotting"]["tech_colors"] = "pink" + + n.links.drop( + n.links.index[(n.links.carrier != "DC") & (n.links.carrier != "B2B")], + inplace=True, + ) + + # drop non-bus + to_drop = costs.index.levels[0].symmetric_difference(n.buses.index) + if len(to_drop) != 0: + print("dropping non-buses", to_drop) + costs.drop(to_drop, level=0, inplace=True, axis=0, errors="ignore") + + # make sure they are removed from index + costs.index = pd.MultiIndex.from_tuples(costs.index.values) + + # PDF has minimum width, so set these to zero + line_lower_threshold = 500.0 + line_upper_threshold = 1e4 + linewidth_factor = 2e3 + ac_color = "gray" + dc_color = "m" + + line_widths = n.lines.s_nom_opt + link_widths = n.links.p_nom_opt + linewidth_factor = 2e3 + line_lower_threshold = 0.0 + title = "Today's transmission" + + line_widths[line_widths < line_lower_threshold] = 0.0 + link_widths[link_widths < line_lower_threshold] = 0.0 + + line_widths[line_widths > line_upper_threshold] = line_upper_threshold + link_widths[link_widths > line_upper_threshold] = line_upper_threshold + + for year in costs.columns: + fig, ax = plt.subplots(subplot_kw={"projection": proj}) + fig.set_size_inches(7, 6) + fig.suptitle(year) + + n.plot( + bus_sizes=costs[year] / bus_size_factor, + bus_colors=snakemake.config["plotting"]["tech_colors"], + line_colors=ac_color, + link_colors=dc_color, + line_widths=line_widths / linewidth_factor, + link_widths=link_widths / linewidth_factor, + ax=ax, + **map_opts, + ) + + sizes = [20, 10, 5] + labels = [f"{s} bEUR/a" for s in sizes] + sizes = [s / bus_size_factor * 1e9 for s in sizes] + + legend_kw = dict( + loc="upper left", + bbox_to_anchor=(0.01, 1.06), + labelspacing=0.8, + frameon=False, + handletextpad=0, + title="system cost", + ) + + add_legend_circles( + ax, + sizes, + labels, + srid=n.srid, + patch_kw=dict(facecolor="lightgrey"), + legend_kw=legend_kw, + ) + + sizes = [10, 5] + labels = [f"{s} GW" for s in sizes] + scale = 1e3 / linewidth_factor + sizes = [s * scale for s in sizes] + + legend_kw = dict( + loc="upper left", + bbox_to_anchor=(0.27, 1.06), + frameon=False, + labelspacing=0.8, + handletextpad=1, + title=title, + ) + + add_legend_lines( + ax, sizes, labels, patch_kw=dict(color="lightgrey"), legend_kw=legend_kw + ) + + legend_kw = dict( + bbox_to_anchor=(1.52, 1.04), + frameon=False, + ) + + fig.savefig(snakemake.output[f"map_{year}"], bbox_inches="tight") + + +if __name__ == "__main__": + if "snakemake" not in globals(): + from _helpers import mock_snakemake + + snakemake = mock_snakemake( + "plot_power_network_perfect", + simpl="", + opts="", + clusters="37", + ll="v1.0", + sector_opts="4380H-T-H-B-I-A-dist1", + ) + + configure_logging(snakemake) + + n = pypsa.Network(snakemake.input.network) + + regions = gpd.read_file(snakemake.input.regions).set_index("name") + + map_opts = snakemake.params.plotting["map"] + + if map_opts["boundaries"] is None: + map_opts["boundaries"] = regions.total_bounds[[0, 2, 1, 3]] + [-1, 1, -1, 1] + + proj = load_projection(snakemake.params.plotting) + + plot_map_perfect(n) From 3f112f0e957d804e3a556a37b02ab4250c31e114 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 25 Jan 2024 20:37:33 +0100 Subject: [PATCH 541/608] incorporate network plots in rule --- Snakefile | 15 +++++++++++++++ doc/release_notes.rst | 3 --- rules/postprocess.smk | 20 -------------------- 3 files changed, 15 insertions(+), 23 deletions(-) diff --git a/Snakefile b/Snakefile index 14c9e821..76ea7b80 100644 --- a/Snakefile +++ b/Snakefile @@ -75,6 +75,21 @@ if config["foresight"] == "perfect": rule all: input: RESULTS + "graphs/costs.pdf", + expand( + RESULTS + + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-costs-all_{planning_horizons}.pdf", + **config["scenario"] + ), + expand( + RESULTS + + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-h2_network_{planning_horizons}.pdf", + **config["scenario"] + ), + expand( + RESULTS + + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-ch4_network_{planning_horizons}.pdf", + **config["scenario"] + ), default_target: True diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 5bcaf0d2..7ffbe63c 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -40,9 +40,6 @@ Upcoming Release * The rule ``plot_network`` has been split into separate rules for plotting electricity, hydrogen and gas networks. -* Added new collection rule ``plot_all`` which should be used instead of - ``plot_summary``. This allows running the rule :mod:`make_summary` and - :mod:`plot_summary` even if the network plotting rules fail. PyPSA-Eur 0.9.0 (5th January 2024) ================================== diff --git a/rules/postprocess.smk b/rules/postprocess.smk index 6db3079a..22cefcbd 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -202,26 +202,6 @@ rule plot_summary: "../scripts/plot_summary.py" -rule plot_all: - input: - RESULTS + "graphs/costs.pdf", - expand( - RESULTS - + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-costs-all_{planning_horizons}.pdf", - **config["scenario"] - ), - expand( - RESULTS - + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-h2_network_{planning_horizons}.pdf", - **config["scenario"] - ), - expand( - RESULTS - + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-ch4_network_{planning_horizons}.pdf", - **config["scenario"] - ), - - STATISTICS_BARPLOTS = [ "capacity_factor", "installed_capacity", From 30ccde5b908aa680ea858fcdb08b09b593e901cf Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 25 Jan 2024 19:39:07 +0000 Subject: [PATCH 542/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/postprocess.smk | 2 -- scripts/plot_gas_network.py | 5 +++-- scripts/plot_hydrogen_network.py | 6 +++--- scripts/plot_power_network.py | 3 ++- scripts/plot_power_network_perfect.py | 4 ++-- 5 files changed, 10 insertions(+), 10 deletions(-) diff --git a/rules/postprocess.smk b/rules/postprocess.smk index 22cefcbd..f7c50733 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -32,7 +32,6 @@ if config["foresight"] != "perfect": script: "../scripts/plot_power_network.py" - rule plot_hydrogen_network: params: plotting=config["plotting"], @@ -56,7 +55,6 @@ if config["foresight"] != "perfect": script: "../scripts/plot_hydrogen_network.py" - rule plot_gas_network: params: plotting=config["plotting"], diff --git a/scripts/plot_gas_network.py b/scripts/plot_gas_network.py index a72c5c56..cd515e96 100644 --- a/scripts/plot_gas_network.py +++ b/scripts/plot_gas_network.py @@ -3,7 +3,8 @@ # # SPDX-License-Identifier: MIT """ -Creates map of optimised gas network, storage and selected other infrastructure. +Creates map of optimised gas network, storage and selected other +infrastructure. """ import logging @@ -13,8 +14,8 @@ import matplotlib.pyplot as plt import pandas as pd import pypsa from _helpers import configure_logging -from pypsa.plot import add_legend_circles, add_legend_lines, add_legend_patches from plot_power_network import assign_location, load_projection +from pypsa.plot import add_legend_circles, add_legend_lines, add_legend_patches logger = logging.getLogger(__name__) diff --git a/scripts/plot_hydrogen_network.py b/scripts/plot_hydrogen_network.py index 13728553..a1183311 100644 --- a/scripts/plot_hydrogen_network.py +++ b/scripts/plot_hydrogen_network.py @@ -3,7 +3,8 @@ # # SPDX-License-Identifier: MIT """ -Creates map of optimised hydrogen network, storage and selected other infrastructure. +Creates map of optimised hydrogen network, storage and selected other +infrastructure. """ import logging @@ -13,9 +14,8 @@ import matplotlib.pyplot as plt import pandas as pd import pypsa from _helpers import configure_logging -from pypsa.plot import add_legend_circles, add_legend_lines, add_legend_patches - from plot_power_network import assign_location, load_projection +from pypsa.plot import add_legend_circles, add_legend_lines, add_legend_patches logger = logging.getLogger(__name__) diff --git a/scripts/plot_power_network.py b/scripts/plot_power_network.py index 48aa01e3..271e638d 100644 --- a/scripts/plot_power_network.py +++ b/scripts/plot_power_network.py @@ -14,12 +14,13 @@ import geopandas as gpd import matplotlib.pyplot as plt import pandas as pd import pypsa -from plot_summary import preferred_order, rename_techs from _helpers import configure_logging +from plot_summary import preferred_order, rename_techs from pypsa.plot import add_legend_circles, add_legend_lines, add_legend_patches logger = logging.getLogger(__name__) + def rename_techs_tyndp(tech): tech = rename_techs(tech) if "heat pump" in tech or "resistive heater" in tech: diff --git a/scripts/plot_power_network_perfect.py b/scripts/plot_power_network_perfect.py index ce8afef0..ff576d33 100644 --- a/scripts/plot_power_network_perfect.py +++ b/scripts/plot_power_network_perfect.py @@ -14,9 +14,9 @@ import matplotlib.pyplot as plt import pandas as pd import pypsa from _helpers import configure_logging -from pypsa.plot import add_legend_circles, add_legend_lines -from plot_power_network import assign_location, rename_techs_tyndp, load_projection +from plot_power_network import assign_location, load_projection, rename_techs_tyndp from plot_summary import preferred_order +from pypsa.plot import add_legend_circles, add_legend_lines logger = logging.getLogger(__name__) From a2cd042472ac6e4148afeb651337e812eb6b2092 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 14 Aug 2023 18:25:58 +0200 Subject: [PATCH 543/608] plot clustered network topology before optimisation --- Snakefile | 1 + rules/postprocess.smk | 20 +++++++ scripts/plot_power_network_clustered.py | 79 +++++++++++++++++++++++++ 3 files changed, 100 insertions(+) create mode 100644 scripts/plot_power_network_clustered.py diff --git a/Snakefile b/Snakefile index 76ea7b80..23835a7e 100644 --- a/Snakefile +++ b/Snakefile @@ -75,6 +75,7 @@ if config["foresight"] == "perfect": rule all: input: RESULTS + "graphs/costs.pdf", + expand(RESULTS + "maps/power-network-{clusters}.pdf", **config["scenario"]), expand( RESULTS + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-costs-all_{planning_horizons}.pdf", diff --git a/rules/postprocess.smk b/rules/postprocess.smk index f7c50733..d275279e 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -9,6 +9,26 @@ localrules: if config["foresight"] != "perfect": + rule plot_power_network_clustered: + params: + plotting=config["plotting"], + input: + network=RESOURCES + "networks/elec_s{simpl}_{clusters}.nc", + regions_onshore=RESOURCES + "regions_onshore_elec_s{simpl}_{clusters}.geojson", + rc="matplotlibrc", + output: + map=RESULTS + "maps/power-network-{clusters}.pdf", + threads: 1 + resources: + mem_mb=4000, + benchmark: + BENCHMARKS + "plot_power_network_clustered/elec_s{simpl}_{clusters}" + conda: + "../envs/environment.yaml" + script: + "../scripts/plot_power_network_clustered.py" + + rule plot_power_network: params: plotting=config["plotting"], diff --git a/scripts/plot_power_network_clustered.py b/scripts/plot_power_network_clustered.py new file mode 100644 index 00000000..e1140fd6 --- /dev/null +++ b/scripts/plot_power_network_clustered.py @@ -0,0 +1,79 @@ +# -*- coding: utf-8 -*- +# SPDX-FileCopyrightText: : 2023-2024 PyPSA-Eur Authors +# +# SPDX-License-Identifier: MIT +""" +Plot clustered electricity transmission network. +""" + +import pypsa +import geopandas as gpd +import matplotlib.pyplot as plt +import cartopy.crs as ccrs +from matplotlib.lines import Line2D +from pypsa.plot import add_legend_lines + +from plot_power_network import load_projection + + +if __name__ == "__main__": + if "snakemake" not in globals(): + from _helpers import mock_snakemake + + snakemake = mock_snakemake( + "plot_power_network_clustered", + clusters=128, + configfiles=["../../config/config.test.yaml"] + ) + + plt.style.use(snakemake.input.rc) + + lw_factor = 2e3 + + n = pypsa.Network(snakemake.input.network) + + regions = gpd.read_file(snakemake.input.regions_onshore).set_index('name') + + proj = load_projection(snakemake.params.plotting) + + fig, ax = plt.subplots(figsize=(8,8), subplot_kw={"projection": proj}) + regions.to_crs(proj.proj4_init).plot( + ax=ax, + facecolor='none', + edgecolor='lightgray', + linewidth=0.75 + ) + n.plot( + ax=ax, + margin=0.06, + line_widths=n.lines.s_nom / lw_factor, + link_colors=n.links.p_nom.apply( + lambda x: "darkseagreen" if x > 0 else "skyblue" + ), + link_widths=2., + ) + + sizes = [10, 20] + labels = [f"HVAC ({s} GW)" for s in sizes] + scale = 1e3 / lw_factor + sizes = [s * scale for s in sizes] + + legend_kw = dict( + loc=[0.25, 0.9], + frameon=False, + labelspacing=0.5, + handletextpad=1, + fontsize=13, + ) + + add_legend_lines( + ax, sizes, labels, patch_kw=dict(color="rosybrown"), legend_kw=legend_kw + ) + + handles = [ + Line2D([0], [0], color="darkseagreen", lw=2), + Line2D([0], [0], color="skyblue", lw=2), + ] + plt.legend(handles, ["HVDC existing", "HVDC planned"], frameon=False, loc=[0., 0.9], fontsize=13) + + plt.savefig(snakemake.output.map, bbox_inches='tight') From 5fcfafe971cdb0b7ccbd31fa4a613d989f499b0d Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 25 Jan 2024 19:50:03 +0000 Subject: [PATCH 544/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/postprocess.smk | 4 ++-- scripts/plot_power_network_clustered.py | 31 +++++++++++++------------ 2 files changed, 18 insertions(+), 17 deletions(-) diff --git a/rules/postprocess.smk b/rules/postprocess.smk index d275279e..d1c65ced 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -14,7 +14,8 @@ if config["foresight"] != "perfect": plotting=config["plotting"], input: network=RESOURCES + "networks/elec_s{simpl}_{clusters}.nc", - regions_onshore=RESOURCES + "regions_onshore_elec_s{simpl}_{clusters}.geojson", + regions_onshore=RESOURCES + + "regions_onshore_elec_s{simpl}_{clusters}.geojson", rc="matplotlibrc", output: map=RESULTS + "maps/power-network-{clusters}.pdf", @@ -28,7 +29,6 @@ if config["foresight"] != "perfect": script: "../scripts/plot_power_network_clustered.py" - rule plot_power_network: params: plotting=config["plotting"], diff --git a/scripts/plot_power_network_clustered.py b/scripts/plot_power_network_clustered.py index e1140fd6..318afbb9 100644 --- a/scripts/plot_power_network_clustered.py +++ b/scripts/plot_power_network_clustered.py @@ -6,15 +6,13 @@ Plot clustered electricity transmission network. """ -import pypsa +import cartopy.crs as ccrs import geopandas as gpd import matplotlib.pyplot as plt -import cartopy.crs as ccrs +import pypsa from matplotlib.lines import Line2D -from pypsa.plot import add_legend_lines - from plot_power_network import load_projection - +from pypsa.plot import add_legend_lines if __name__ == "__main__": if "snakemake" not in globals(): @@ -23,7 +21,7 @@ if __name__ == "__main__": snakemake = mock_snakemake( "plot_power_network_clustered", clusters=128, - configfiles=["../../config/config.test.yaml"] + configfiles=["../../config/config.test.yaml"], ) plt.style.use(snakemake.input.rc) @@ -32,16 +30,13 @@ if __name__ == "__main__": n = pypsa.Network(snakemake.input.network) - regions = gpd.read_file(snakemake.input.regions_onshore).set_index('name') + regions = gpd.read_file(snakemake.input.regions_onshore).set_index("name") proj = load_projection(snakemake.params.plotting) - fig, ax = plt.subplots(figsize=(8,8), subplot_kw={"projection": proj}) + fig, ax = plt.subplots(figsize=(8, 8), subplot_kw={"projection": proj}) regions.to_crs(proj.proj4_init).plot( - ax=ax, - facecolor='none', - edgecolor='lightgray', - linewidth=0.75 + ax=ax, facecolor="none", edgecolor="lightgray", linewidth=0.75 ) n.plot( ax=ax, @@ -50,7 +45,7 @@ if __name__ == "__main__": link_colors=n.links.p_nom.apply( lambda x: "darkseagreen" if x > 0 else "skyblue" ), - link_widths=2., + link_widths=2.0, ) sizes = [10, 20] @@ -74,6 +69,12 @@ if __name__ == "__main__": Line2D([0], [0], color="darkseagreen", lw=2), Line2D([0], [0], color="skyblue", lw=2), ] - plt.legend(handles, ["HVDC existing", "HVDC planned"], frameon=False, loc=[0., 0.9], fontsize=13) + plt.legend( + handles, + ["HVDC existing", "HVDC planned"], + frameon=False, + loc=[0.0, 0.9], + fontsize=13, + ) - plt.savefig(snakemake.output.map, bbox_inches='tight') + plt.savefig(snakemake.output.map, bbox_inches="tight") From 7becfdea9c044c98224cccf1e6b09a092db4a774 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 25 Jan 2024 20:51:51 +0100 Subject: [PATCH 545/608] resolve merge conflict --- Snakefile | 2 +- rules/postprocess.smk | 3 +-- scripts/plot_power_network_clustered.py | 2 -- 3 files changed, 2 insertions(+), 5 deletions(-) diff --git a/Snakefile b/Snakefile index 23835a7e..8a256acc 100644 --- a/Snakefile +++ b/Snakefile @@ -75,7 +75,7 @@ if config["foresight"] == "perfect": rule all: input: RESULTS + "graphs/costs.pdf", - expand(RESULTS + "maps/power-network-{clusters}.pdf", **config["scenario"]), + expand(RESULTS + "maps/power-network-s{simpl}-{clusters}.pdf", **config["scenario"]), expand( RESULTS + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-costs-all_{planning_horizons}.pdf", diff --git a/rules/postprocess.smk b/rules/postprocess.smk index d1c65ced..1ca6eb4d 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -16,9 +16,8 @@ if config["foresight"] != "perfect": network=RESOURCES + "networks/elec_s{simpl}_{clusters}.nc", regions_onshore=RESOURCES + "regions_onshore_elec_s{simpl}_{clusters}.geojson", - rc="matplotlibrc", output: - map=RESULTS + "maps/power-network-{clusters}.pdf", + map=RESULTS + "maps/power-network-s{simpl}-{clusters}.pdf", threads: 1 resources: mem_mb=4000, diff --git a/scripts/plot_power_network_clustered.py b/scripts/plot_power_network_clustered.py index 318afbb9..8217ac2e 100644 --- a/scripts/plot_power_network_clustered.py +++ b/scripts/plot_power_network_clustered.py @@ -24,8 +24,6 @@ if __name__ == "__main__": configfiles=["../../config/config.test.yaml"], ) - plt.style.use(snakemake.input.rc) - lw_factor = 2e3 n = pypsa.Network(snakemake.input.network) From a56bd830f8b5808189020414efcae11a7bfc184a Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 25 Jan 2024 19:53:23 +0000 Subject: [PATCH 546/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- Snakefile | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/Snakefile b/Snakefile index 8a256acc..2021b49f 100644 --- a/Snakefile +++ b/Snakefile @@ -75,7 +75,10 @@ if config["foresight"] == "perfect": rule all: input: RESULTS + "graphs/costs.pdf", - expand(RESULTS + "maps/power-network-s{simpl}-{clusters}.pdf", **config["scenario"]), + expand( + RESULTS + "maps/power-network-s{simpl}-{clusters}.pdf", + **config["scenario"] + ), expand( RESULTS + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-costs-all_{planning_horizons}.pdf", From 707adcec69d13e6c1e628fb80ebb7cf64c5aff82 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 26 Jan 2024 09:15:04 +0100 Subject: [PATCH 547/608] all: make H2 and CH4 maps dependent on network config --- Snakefile | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/Snakefile b/Snakefile index 2021b49f..211e7540 100644 --- a/Snakefile +++ b/Snakefile @@ -86,12 +86,16 @@ rule all: ), expand( RESULTS - + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-h2_network_{planning_horizons}.pdf", + + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-h2_network_{planning_horizons}.pdf" + if config["sector"]["H2_network"] + else [], **config["scenario"] ), expand( RESULTS - + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-ch4_network_{planning_horizons}.pdf", + + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-ch4_network_{planning_horizons}.pdf" + if config["sector"]["gas_network"] + else [], **config["scenario"] ), default_target: True From ae825d82dcebae7ab67f591329fe8e6140a96d72 Mon Sep 17 00:00:00 2001 From: Fabian Date: Fri, 26 Jan 2024 12:10:39 +0100 Subject: [PATCH 548/608] prepare_sector_network: reorder buses for dac components --- doc/release_notes.rst | 2 ++ scripts/add_electricity.py | 2 +- scripts/prepare_sector_network.py | 22 +++++++++++----------- 3 files changed, 14 insertions(+), 12 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 93d1a268..94d5c55f 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -37,6 +37,8 @@ Upcoming Release * Add the option to customise map projection in plotting config. +* The order of buses (bus0, bus1, ...) for DAC components has changed to meet the convention of the other components. Therefore, `bus0` refers to the electricity bus (input), `bus1` to the heat bus (input), 'bus2' to the CO2 atmosphere bus (input), and `bus3` to the CO2 storage bus (output). + PyPSA-Eur 0.9.0 (5th January 2024) ================================== diff --git a/scripts/add_electricity.py b/scripts/add_electricity.py index c9e5abca..8a1086bd 100755 --- a/scripts/add_electricity.py +++ b/scripts/add_electricity.py @@ -288,7 +288,7 @@ def attach_load(n, regions, load, nuts3_shapes, ua_md_gdp, countries, scaling=1. ua_md_gdp = pd.read_csv(ua_md_gdp, dtype={"name": "str"}).set_index("name") - logger.info(f"Load data scaled with scalling factor {scaling}.") + logger.info(f"Load data scaled by factor {scaling}.") opsd_load *= scaling nuts3 = gpd.read_file(nuts3_shapes).set_index("index") diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index d24feb79..3ea8c8dd 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -710,27 +710,27 @@ def add_dac(n, costs): heat_buses = n.buses.index[n.buses.carrier.isin(heat_carriers)] locations = n.buses.location[heat_buses] - efficiency2 = -( + electricity_input = ( costs.at["direct air capture", "electricity-input"] + costs.at["direct air capture", "compression-electricity-input"] - ) - efficiency3 = -( + ) # MWh_el / tCO2 + heat_input = ( costs.at["direct air capture", "heat-input"] - costs.at["direct air capture", "compression-heat-output"] - ) + ) # MWh_th / tCO2 n.madd( "Link", heat_buses.str.replace(" heat", " DAC"), - bus0="co2 atmosphere", - bus1=spatial.co2.df.loc[locations, "nodes"].values, - bus2=locations.values, - bus3=heat_buses, + bus0=locations.values, + bus1=heat_buses, + bus2="co2 atmosphere", + bus3=spatial.co2.df.loc[locations, "nodes"].values, carrier="DAC", capital_cost=costs.at["direct air capture", "fixed"], - efficiency=1.0, - efficiency2=efficiency2, - efficiency3=efficiency3, + efficiency=-heat_input / electricity_input, + efficiency2=-electricity_input, + efficiency3=electricity_input, p_nom_extendable=True, lifetime=costs.at["direct air capture", "lifetime"], ) From b73c614f5bc122cb78cfa6e594817edfe6538b41 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 26 Jan 2024 16:39:03 +0100 Subject: [PATCH 549/608] plot_gas_network: save max usage calculation --- scripts/plot_gas_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/plot_gas_network.py b/scripts/plot_gas_network.py index cd515e96..e2953604 100644 --- a/scripts/plot_gas_network.py +++ b/scripts/plot_gas_network.py @@ -97,7 +97,7 @@ def plot_ch4_map(n): link_widths_orig = n.links.p_nom / linewidth_factor link_widths_orig[n.links.p_nom < line_lower_threshold] = 0.0 - max_usage = n.links_t.p0.abs().max(axis=0) + max_usage = n.links_t.p0[n.links.index].abs().max(axis=0) link_widths_used = max_usage / linewidth_factor link_widths_used[max_usage < line_lower_threshold] = 0.0 From f84e73006fa478e9a3b176081615eb34ad1ae216 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 26 Jan 2024 17:05:38 +0100 Subject: [PATCH 550/608] postprocess: keep network plotting triggers in make_summary --- Snakefile | 23 ----------------------- rules/postprocess.smk | 23 +++++++++++++++++++++++ 2 files changed, 23 insertions(+), 23 deletions(-) diff --git a/Snakefile b/Snakefile index 211e7540..14c9e821 100644 --- a/Snakefile +++ b/Snakefile @@ -75,29 +75,6 @@ if config["foresight"] == "perfect": rule all: input: RESULTS + "graphs/costs.pdf", - expand( - RESULTS + "maps/power-network-s{simpl}-{clusters}.pdf", - **config["scenario"] - ), - expand( - RESULTS - + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-costs-all_{planning_horizons}.pdf", - **config["scenario"] - ), - expand( - RESULTS - + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-h2_network_{planning_horizons}.pdf" - if config["sector"]["H2_network"] - else [], - **config["scenario"] - ), - expand( - RESULTS - + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-ch4_network_{planning_horizons}.pdf" - if config["sector"]["gas_network"] - else [], - **config["scenario"] - ), default_target: True diff --git a/rules/postprocess.smk b/rules/postprocess.smk index 1ca6eb4d..d01f90db 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -158,6 +158,29 @@ rule make_summary: costs="data/costs_{}.csv".format(config["costs"]["year"]) if config["foresight"] == "overnight" else "data/costs_{}.csv".format(config["scenario"]["planning_horizons"][0]), + expand( + RESULTS + "maps/power-network-s{simpl}-{clusters}.pdf", + **config["scenario"] + ), + costs_plot=expand( + RESULTS + + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-costs-all_{planning_horizons}.pdf", + **config["scenario"] + ), + h2_plot=expand( + RESULTS + + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-h2_network_{planning_horizons}.pdf" + if config["sector"]["H2_network"] + else [], + **config["scenario"] + ), + ch4_plot=expand( + RESULTS + + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-ch4_network_{planning_horizons}.pdf" + if config["sector"]["gas_network"] + else [], + **config["scenario"] + ), output: nodal_costs=RESULTS + "csvs/nodal_costs.csv", nodal_capacities=RESULTS + "csvs/nodal_capacities.csv", From d6288d3d4dfed4bb2ce58fa4053eabf0123e3404 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 26 Jan 2024 16:06:20 +0000 Subject: [PATCH 551/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/postprocess.smk | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/rules/postprocess.smk b/rules/postprocess.smk index d01f90db..88b56e2f 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -150,6 +150,10 @@ rule make_summary: scenario=config["scenario"], RDIR=RDIR, input: + expand( + RESULTS + "maps/power-network-s{simpl}-{clusters}.pdf", + **config["scenario"] + ), networks=expand( RESULTS + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", @@ -158,10 +162,6 @@ rule make_summary: costs="data/costs_{}.csv".format(config["costs"]["year"]) if config["foresight"] == "overnight" else "data/costs_{}.csv".format(config["scenario"]["planning_horizons"][0]), - expand( - RESULTS + "maps/power-network-s{simpl}-{clusters}.pdf", - **config["scenario"] - ), costs_plot=expand( RESULTS + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-costs-all_{planning_horizons}.pdf", From 8cb7396c112de5e80e04a1ba115ea5a733a4d7da Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 26 Jan 2024 17:07:19 +0100 Subject: [PATCH 552/608] make_summary: name all inputs --- rules/postprocess.smk | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/rules/postprocess.smk b/rules/postprocess.smk index d01f90db..50fe634c 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -158,7 +158,7 @@ rule make_summary: costs="data/costs_{}.csv".format(config["costs"]["year"]) if config["foresight"] == "overnight" else "data/costs_{}.csv".format(config["scenario"]["planning_horizons"][0]), - expand( + ac_plot=expand( RESULTS + "maps/power-network-s{simpl}-{clusters}.pdf", **config["scenario"] ), From 08a4d196af265ba1e4fc5729b33f654cdd8ffc7b Mon Sep 17 00:00:00 2001 From: Fabian Date: Fri, 26 Jan 2024 23:16:33 +0100 Subject: [PATCH 553/608] ci: add workflow with inhouse package at current master --- .github/workflows/ci-sync.yaml | 97 ++++++++++++++++++++++++++++++++++ 1 file changed, 97 insertions(+) create mode 100644 .github/workflows/ci-sync.yaml diff --git a/.github/workflows/ci-sync.yaml b/.github/workflows/ci-sync.yaml new file mode 100644 index 00000000..e5b4006c --- /dev/null +++ b/.github/workflows/ci-sync.yaml @@ -0,0 +1,97 @@ +# SPDX-FileCopyrightText: : 2021-2023 The PyPSA-Eur Authors +# +# SPDX-License-Identifier: CC0-1.0 + +name: CI - Synced Inhouse Packages + +# Caching method based on and described by: +# epassaro (2021): https://dev.to/epassaro/caching-anaconda-environments-in-github-actions-5hde +# and code in GitHub repo: https://github.com/epassaro/cache-conda-envs + +on: + push: + branches: + - master + pull_request: + branches: + - master + schedule: + - cron: "0 5 * * TUE" + +env: + DATA_CACHE_NUMBER: 2 + +jobs: + build: + + strategy: + fail-fast: false + max-parallel: 1 + + runs-on: ubuntu-latest + + defaults: + run: + shell: bash -l {0} + + steps: + - uses: actions/checkout@v3 + + - name: Setup secrets + run: | + echo -ne "url: ${CDSAPI_URL}\nkey: ${CDSAPI_TOKEN}\n" > ~/.cdsapirc + + - name: Add solver to environment + run: | + echo -e "- glpk\n- ipopt<3.13.3" >> envs/environment.yaml + if: ${{ matrix.os }} == 'windows-latest' + + - name: Add solver to environment + run: | + echo -e "- glpk\n- ipopt" >> envs/environment.yaml + if: ${{ matrix.os }} != 'windows-latest' + + - name: Setup micromamba + uses: mamba-org/setup-micromamba@v1 + with: + micromamba-version: latest + environment-file: envs/environment.yaml + log-level: debug + init-shell: bash + cache-environment: true + cache-downloads: true + + # install inhouse packages from master branch with pip + - name: Install inhouse packages + run: | + pip install git+https://github.com/PyPSA/atlite.git@master git+https://github.com/PyPSA/powerplantmatching.git@master git+https://github.com/PyPSA/linopy.git@master + + + - name: Set cache dates + run: | + echo "WEEK=$(date +'%Y%U')" >> $GITHUB_ENV + + - name: Cache data and cutouts folders + uses: actions/cache@v3 + with: + path: | + data + cutouts + key: data-cutouts-${{ env.WEEK }}-${{ env.DATA_CACHE_NUMBER }} + + - name: Test snakemake workflow + run: | + snakemake -call solve_elec_networks --configfile config/test/config.electricity.yaml --rerun-triggers=mtime + snakemake -call all --configfile config/test/config.overnight.yaml --rerun-triggers=mtime + snakemake -call all --configfile config/test/config.myopic.yaml --rerun-triggers=mtime + snakemake -call all --configfile config/test/config.perfect.yaml --rerun-triggers=mtime + + - name: Upload artifacts + uses: actions/upload-artifact@v3 + with: + name: resources-results + path: | + resources + results + if-no-files-found: warn + retention-days: 1 From ae1b83121d0dfc4afcd0206f1ae1b0a2cf5808be Mon Sep 17 00:00:00 2001 From: Fabian Date: Fri, 26 Jan 2024 23:20:03 +0100 Subject: [PATCH 554/608] prepare_sector: fix dac co2 input/output efficiencies --- scripts/prepare_sector_network.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 3ea8c8dd..52b805d4 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -729,8 +729,8 @@ def add_dac(n, costs): carrier="DAC", capital_cost=costs.at["direct air capture", "fixed"], efficiency=-heat_input / electricity_input, - efficiency2=-electricity_input, - efficiency3=electricity_input, + efficiency2=-1 / electricity_input, + efficiency3=1 / electricity_input, p_nom_extendable=True, lifetime=costs.at["direct air capture", "lifetime"], ) From 7b0356803f07267be1d4bee8b2a1c1e5f16f052b Mon Sep 17 00:00:00 2001 From: Fabian Date: Mon, 29 Jan 2024 09:01:08 +0100 Subject: [PATCH 555/608] prepare_sector: adjust DAC costs --- scripts/prepare_sector_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 3fa46605..9fba84ea 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -727,7 +727,7 @@ def add_dac(n, costs): bus2="co2 atmosphere", bus3=spatial.co2.df.loc[locations, "nodes"].values, carrier="DAC", - capital_cost=costs.at["direct air capture", "fixed"], + capital_cost=costs.at["direct air capture", "fixed"] / electricity_input, efficiency=-heat_input / electricity_input, efficiency2=-1 / electricity_input, efficiency3=1 / electricity_input, From 81e7c4eb67a8385eee5f5701c2ee134b67fd585a Mon Sep 17 00:00:00 2001 From: Fabian Date: Mon, 29 Jan 2024 12:08:56 +0100 Subject: [PATCH 556/608] remove pyomo dependency in cluster network, use scip as OS solver --- envs/environment.yaml | 3 +-- scripts/cluster_network.py | 41 ++++++++++++++------------------------ 2 files changed, 16 insertions(+), 28 deletions(-) diff --git a/envs/environment.yaml b/envs/environment.yaml index 6ff4b7f1..895b271a 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -36,7 +36,7 @@ dependencies: - networkx - scipy - shapely>=2.0 -- pyomo +- scipopt - matplotlib - proj - fiona @@ -47,7 +47,6 @@ dependencies: - tabula-py - pyxlsb - graphviz -- ipopt # Keep in conda environment when calling ipython - ipython diff --git a/scripts/cluster_network.py b/scripts/cluster_network.py index 01af29aa..a18121e8 100644 --- a/scripts/cluster_network.py +++ b/scripts/cluster_network.py @@ -126,10 +126,10 @@ import warnings from functools import reduce import geopandas as gpd +import linopy import matplotlib.pyplot as plt import numpy as np import pandas as pd -import pyomo.environ as po import pypsa import seaborn as sns from _helpers import configure_logging, update_p_nom_max @@ -214,7 +214,7 @@ def get_feature_for_hac(n, buses_i=None, feature=None): return feature_data -def distribute_clusters(n, n_clusters, focus_weights=None, solver_name="cbc"): +def distribute_clusters(n, n_clusters, focus_weights=None, solver_name="scip"): """ Determine the number of clusters per country. """ @@ -254,31 +254,20 @@ def distribute_clusters(n, n_clusters, focus_weights=None, solver_name="cbc"): L.sum(), 1.0, rtol=1e-3 ), f"Country weights L must sum up to 1.0 when distributing clusters. Is {L.sum()}." - m = po.ConcreteModel() - - def n_bounds(model, *n_id): - return (1, N[n_id]) - - m.n = po.Var(list(L.index), bounds=n_bounds, domain=po.Integers) - m.tot = po.Constraint(expr=(po.summation(m.n) == n_clusters)) - m.objective = po.Objective( - expr=sum((m.n[i] - L.loc[i] * n_clusters) ** 2 for i in L.index), - sense=po.minimize, + m = linopy.Model() + clusters = m.add_variables( + lower=1, upper=N, coords=[L.index], name="n", integer=True ) - - opt = po.SolverFactory(solver_name) - if solver_name == "appsi_highs" or not opt.has_capability("quadratic_objective"): - logger.warning( - f"The configured solver `{solver_name}` does not support quadratic objectives. Falling back to `ipopt`." - ) - opt = po.SolverFactory("ipopt") - - results = opt.solve(m) - assert ( - results["Solver"][0]["Status"] == "ok" - ), f"Solver returned non-optimally: {results}" - - return pd.Series(m.n.get_values(), index=L.index).round().astype(int) + m.add_constraints(clusters.sum() == n_clusters, name="tot") + m.objective = ( + clusters * clusters - 2 * clusters * L * n_clusters + ) # + (L * n_clusters) ** 2 (constant) + if solver_name == "gurobi": + logging.getLogger("gurobipy").propagate = False + else: + solver_name = "scip" + m.solve(solver_name=solver_name) + return m.solution["n"].to_series().astype(int) def busmap_for_n_clusters( From ca1628a585dcfe1749c464cdbc5e1f5af7a0405a Mon Sep 17 00:00:00 2001 From: Fabian Date: Mon, 29 Jan 2024 12:22:42 +0100 Subject: [PATCH 557/608] cluster_network: tidy up --- scripts/cluster_network.py | 14 ++++++++------ 1 file changed, 8 insertions(+), 6 deletions(-) diff --git a/scripts/cluster_network.py b/scripts/cluster_network.py index a18121e8..b63e7f89 100644 --- a/scripts/cluster_network.py +++ b/scripts/cluster_network.py @@ -122,6 +122,7 @@ Exemplary unsolved network clustered to 37 nodes: """ import logging +import os import warnings from functools import reduce @@ -259,12 +260,14 @@ def distribute_clusters(n, n_clusters, focus_weights=None, solver_name="scip"): lower=1, upper=N, coords=[L.index], name="n", integer=True ) m.add_constraints(clusters.sum() == n_clusters, name="tot") - m.objective = ( - clusters * clusters - 2 * clusters * L * n_clusters - ) # + (L * n_clusters) ** 2 (constant) + # leave out constant in objective L * n_clusters ** 2 + m.objective = (clusters * clusters - 2 * clusters * L * n_clusters).sum() if solver_name == "gurobi": logging.getLogger("gurobipy").propagate = False - else: + elif solver_name != "scip": + logger.info( + f"The configured solver `{solver_name}` does not support quadratic objectives. Falling back to `scip`." + ) solver_name = "scip" m.solve(solver_name=solver_name) return m.solution["n"].to_series().astype(int) @@ -374,7 +377,7 @@ def clustering_for_n_clusters( aggregate_carriers=None, line_length_factor=1.25, aggregation_strategies=dict(), - solver_name="cbc", + solver_name="scip", algorithm="hac", feature=None, extended_link_costs=0, @@ -451,7 +454,6 @@ if __name__ == "__main__": params = snakemake.params solver_name = snakemake.config["solving"]["solver"]["name"] - solver_name = "appsi_highs" if solver_name == "highs" else solver_name n = pypsa.Network(snakemake.input.network) From 3ceffabc944f8f3d881fc749ab05671e92f19019 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 29 Jan 2024 18:30:17 +0000 Subject: [PATCH 558/608] [pre-commit.ci] pre-commit autoupdate MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit updates: - [github.com/psf/black-pre-commit-mirror: 23.12.1 → 24.1.1](https://github.com/psf/black-pre-commit-mirror/compare/23.12.1...24.1.1) --- .pre-commit-config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index a38e6800..d90f5cb9 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -51,7 +51,7 @@ repos: # Formatting with "black" coding style - repo: https://github.com/psf/black-pre-commit-mirror - rev: 23.12.1 + rev: 24.1.1 hooks: # Format Python files - id: black From d2f2d4ab0b6a77446573b6c85ad1927861804d69 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 29 Jan 2024 18:31:03 +0000 Subject: [PATCH 559/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/build_retro_cost.py | 49 ++++++++++++++++++------------- scripts/plot_summary.py | 12 ++++---- scripts/prepare_sector_network.py | 21 ++++++------- scripts/simplify_network.py | 6 ++-- scripts/solve_network.py | 8 +++-- 5 files changed, 55 insertions(+), 41 deletions(-) diff --git a/scripts/build_retro_cost.py b/scripts/build_retro_cost.py index 67440263..bd285e18 100755 --- a/scripts/build_retro_cost.py +++ b/scripts/build_retro_cost.py @@ -607,21 +607,28 @@ def calculate_costs(u_values, l, cost_retro, window_assumptions): # noqa: E741 """ return u_values.apply( lambda x: ( - cost_retro.loc[x.name[3], "cost_var"] - * 100 - * float(l) - * l_weight.loc[x.name[3]].iloc[0] - + cost_retro.loc[x.name[3], "cost_fix"] - ) - * x.A_element - / x.A_C_Ref - if x.name[3] != "Window" - else ( - (window_cost(x[f"new_U_{l}"], cost_retro, window_assumptions) * x.A_element) + ( + cost_retro.loc[x.name[3], "cost_var"] + * 100 + * float(l) + * l_weight.loc[x.name[3]].iloc[0] + + cost_retro.loc[x.name[3], "cost_fix"] + ) + * x.A_element / x.A_C_Ref - ) - if x.value > window_limit(float(l), window_assumptions) - else 0, + if x.name[3] != "Window" + else ( + ( + ( + window_cost(x[f"new_U_{l}"], cost_retro, window_assumptions) + * x.A_element + ) + / x.A_C_Ref + ) + if x.value > window_limit(float(l), window_assumptions) + else 0 + ) + ), axis=1, ) @@ -648,12 +655,14 @@ def calculate_new_u(u_values, l, l_weight, window_assumptions, k=0.035): # noqa k: thermal conductivity """ return u_values.apply( - lambda x: k / ((k / x.value) + (float(l) * l_weight.loc[x.name[3]])) - if x.name[3] != "Window" - else ( - min(x.value, u_retro_window(float(l), window_assumptions)) - if x.value > window_limit(float(l), window_assumptions) - else x.value + lambda x: ( + k / ((k / x.value) + (float(l) * l_weight.loc[x.name[3]])) + if x.name[3] != "Window" + else ( + min(x.value, u_retro_window(float(l), window_assumptions)) + if x.value > window_limit(float(l), window_assumptions) + else x.value + ) ), axis=1, ) diff --git a/scripts/plot_summary.py b/scripts/plot_summary.py index 92bf726c..cfb32441 100644 --- a/scripts/plot_summary.py +++ b/scripts/plot_summary.py @@ -281,12 +281,14 @@ def plot_balances(): # remove trailing link ports df.index = [ - i[:-1] - if ( - (i not in ["co2", "NH3", "H2"]) - and (i[-1:] in ["0", "1", "2", "3", "4"]) + ( + i[:-1] + if ( + (i not in ["co2", "NH3", "H2"]) + and (i[-1:] in ["0", "1", "2", "3", "4"]) + ) + else i ) - else i for i in df.index ] diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 22fb1bcc..42def055 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -458,9 +458,9 @@ def update_wind_solar_costs(n, costs): ) ) - n.generators.loc[ - n.generators.carrier == tech, "capital_cost" - ] = capital_cost.rename(index=lambda node: node + " " + tech) + n.generators.loc[n.generators.carrier == tech, "capital_cost"] = ( + capital_cost.rename(index=lambda node: node + " " + tech) + ) def add_carrier_buses(n, carrier, nodes=None): @@ -2932,9 +2932,11 @@ def add_industry(n, costs): nodes, suffix=" low-temperature heat for industry", bus=[ - node + " urban central heat" - if node + " urban central heat" in n.buses.index - else node + " services urban decentral heat" + ( + node + " urban central heat" + if node + " urban central heat" in n.buses.index + else node + " services urban decentral heat" + ) for node in nodes ], carrier="low-temperature heat for industry", @@ -3529,10 +3531,9 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): ) n.links.loc[carrier_i, "p_min_pu"] = 0 - n.links.loc[ - carrier_i, "efficiency" - ] = efficiency_static * efficiency_per_1000km ** ( - n.links.loc[carrier_i, "length"] / 1e3 + n.links.loc[carrier_i, "efficiency"] = ( + efficiency_static + * efficiency_per_1000km ** (n.links.loc[carrier_i, "length"] / 1e3) ) rev_links = ( n.links.loc[carrier_i].copy().rename({"bus0": "bus1", "bus1": "bus0"}, axis=1) diff --git a/scripts/simplify_network.py b/scripts/simplify_network.py index f8629ea7..31bc8f4e 100644 --- a/scripts/simplify_network.py +++ b/scripts/simplify_network.py @@ -468,9 +468,9 @@ def aggregate_to_substations(n, aggregation_strategies=dict(), buses_i=None): dijkstra(adj, directed=False, indices=bus_indexer), buses_i, n.buses.index ) - dist[ - buses_i - ] = np.inf # bus in buses_i should not be assigned to different bus in buses_i + dist[buses_i] = ( + np.inf + ) # bus in buses_i should not be assigned to different bus in buses_i for c in n.buses.country.unique(): incountry_b = n.buses.country == c diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 23e9b0f8..a1d790a7 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -703,9 +703,11 @@ def add_lossy_bidirectional_link_constraints(n): def get_backward_i(forward_i): return pd.Index( [ - re.sub(r"-(\d{4})$", r"-reversed-\1", s) - if re.search(r"-\d{4}$", s) - else s + "-reversed" + ( + re.sub(r"-(\d{4})$", r"-reversed-\1", s) + if re.search(r"-\d{4}$", s) + else s + "-reversed" + ) for s in forward_i ] ) From 56b22a3b4ea3e95e521bf4234b21899a963eefb5 Mon Sep 17 00:00:00 2001 From: Fabian Date: Tue, 30 Jan 2024 10:29:08 +0100 Subject: [PATCH 560/608] env: correct pyscipopt dependency cluster_network: address deprecation warning --- envs/environment.yaml | 2 +- scripts/cluster_network.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/envs/environment.yaml b/envs/environment.yaml index 895b271a..d92eb696 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -36,7 +36,7 @@ dependencies: - networkx - scipy - shapely>=2.0 -- scipopt +- pyscipopt - matplotlib - proj - fiona diff --git a/scripts/cluster_network.py b/scripts/cluster_network.py index b63e7f89..2c69b9af 100644 --- a/scripts/cluster_network.py +++ b/scripts/cluster_network.py @@ -364,7 +364,7 @@ def busmap_for_n_clusters( return ( n.buses.groupby(["country", "sub_network"], group_keys=False) - .apply(busmap_for_country) + .apply(busmap_for_country, include_groups=False) .squeeze() .rename("busmap") ) From 662252d20fa4ad488c95847c8ea1136ed6d0b629 Mon Sep 17 00:00:00 2001 From: Fabian Date: Tue, 30 Jan 2024 11:06:05 +0100 Subject: [PATCH 561/608] update release notes --- doc/release_notes.rst | 2 ++ 1 file changed, 2 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 86763287..c20f1ebe 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -60,6 +60,8 @@ Upcoming Release * The rule ``plot_network`` has been split into separate rules for plotting electricity, hydrogen and gas networks. +* To determine the optimal topology to meet the number of clusters, the workflow used pyomo in combination with ``ipopt`` or ``gurobi``. This dependency has been replaced by using ``linopy`` in combination with ``scipopt`` or ``gurobi``. The environment file has been updated accordingly. + PyPSA-Eur 0.9.0 (5th January 2024) ================================== From 9c558a3e460355d212d8d4e28f7e4f0dd87441ae Mon Sep 17 00:00:00 2001 From: Fabian Hofmann Date: Tue, 30 Jan 2024 17:37:44 +0100 Subject: [PATCH 562/608] Update scripts/cluster_network.py Co-authored-by: Fabian Neumann --- scripts/cluster_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/cluster_network.py b/scripts/cluster_network.py index 2c69b9af..39b6ad96 100644 --- a/scripts/cluster_network.py +++ b/scripts/cluster_network.py @@ -260,7 +260,7 @@ def distribute_clusters(n, n_clusters, focus_weights=None, solver_name="scip"): lower=1, upper=N, coords=[L.index], name="n", integer=True ) m.add_constraints(clusters.sum() == n_clusters, name="tot") - # leave out constant in objective L * n_clusters ** 2 + # leave out constant in objective (L * n_clusters) ** 2 m.objective = (clusters * clusters - 2 * clusters * L * n_clusters).sum() if solver_name == "gurobi": logging.getLogger("gurobipy").propagate = False From b7750d21eaa58fd1f03af8b51ce39dd745290f71 Mon Sep 17 00:00:00 2001 From: Fabian Date: Wed, 31 Jan 2024 09:44:13 +0100 Subject: [PATCH 563/608] CI: use scip and highs as solvers for clustering and solving, instead of ipopt and glpk --- .github/workflows/ci.yaml | 10 ---------- config/test/config.electricity.yaml | 4 ++-- config/test/config.myopic.yaml | 4 ++-- config/test/config.overnight.yaml | 4 ++-- config/test/config.perfect.yaml | 4 ++-- doc/release_notes.rst | 5 +++++ envs/environment.yaml | 1 + 7 files changed, 14 insertions(+), 18 deletions(-) diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml index c0fb745d..cf52172f 100644 --- a/.github/workflows/ci.yaml +++ b/.github/workflows/ci.yaml @@ -46,16 +46,6 @@ jobs: run: | echo -ne "url: ${CDSAPI_URL}\nkey: ${CDSAPI_TOKEN}\n" > ~/.cdsapirc - - name: Add solver to environment - run: | - echo -e "- glpk\n- ipopt<3.13.3" >> envs/environment.yaml - if: ${{ matrix.os }} == 'windows-latest' - - - name: Add solver to environment - run: | - echo -e "- glpk\n- ipopt" >> envs/environment.yaml - if: ${{ matrix.os }} != 'windows-latest' - - name: Setup micromamba uses: mamba-org/setup-micromamba@v1 with: diff --git a/config/test/config.electricity.yaml b/config/test/config.electricity.yaml index b750bf62..ef9bfdc0 100644 --- a/config/test/config.electricity.yaml +++ b/config/test/config.electricity.yaml @@ -69,8 +69,8 @@ lines: solving: solver: - name: glpk - options: "glpk-default" + name: highs + options: "highs-default" plotting: diff --git a/config/test/config.myopic.yaml b/config/test/config.myopic.yaml index 2dab7b04..1da51b36 100644 --- a/config/test/config.myopic.yaml +++ b/config/test/config.myopic.yaml @@ -73,8 +73,8 @@ industry: solving: solver: - name: glpk - options: glpk-default + name: highs + options: highs-default mem: 4000 plotting: diff --git a/config/test/config.overnight.yaml b/config/test/config.overnight.yaml index 6d1900cf..dffdab5a 100644 --- a/config/test/config.overnight.yaml +++ b/config/test/config.overnight.yaml @@ -65,8 +65,8 @@ sector: solving: solver: - name: glpk - options: glpk-default + name: highs + options: highs-default mem: 4000 plotting: diff --git a/config/test/config.perfect.yaml b/config/test/config.perfect.yaml index f20a2c9f..8a5a9cce 100644 --- a/config/test/config.perfect.yaml +++ b/config/test/config.perfect.yaml @@ -75,8 +75,8 @@ industry: solving: solver: - name: glpk - options: glpk-default + name: highs + options: highs-default mem: 4000 plotting: diff --git a/doc/release_notes.rst b/doc/release_notes.rst index c20f1ebe..55e0ad97 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -62,6 +62,11 @@ Upcoming Release * To determine the optimal topology to meet the number of clusters, the workflow used pyomo in combination with ``ipopt`` or ``gurobi``. This dependency has been replaced by using ``linopy`` in combination with ``scipopt`` or ``gurobi``. The environment file has been updated accordingly. +* The ``highs`` solver was added to the default environment file. + +* The default solver for testing the workflow in the CI has been changed from ``glpk`` to ``highs``. + + PyPSA-Eur 0.9.0 (5th January 2024) ================================== diff --git a/envs/environment.yaml b/envs/environment.yaml index d92eb696..235d7729 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -59,3 +59,4 @@ dependencies: - pip: - tsam>=2.3.1 + - highspy From 718dbbb1c50ba25fb004925e993e517c2e8dc10e Mon Sep 17 00:00:00 2001 From: Fabian Date: Wed, 31 Jan 2024 09:54:58 +0100 Subject: [PATCH 564/608] CI: integrate inhouse tests into main CI yaml --- .github/workflows/ci-sync.yaml | 97 ---------------------------------- .github/workflows/ci.yaml | 14 ++++- 2 files changed, 13 insertions(+), 98 deletions(-) delete mode 100644 .github/workflows/ci-sync.yaml diff --git a/.github/workflows/ci-sync.yaml b/.github/workflows/ci-sync.yaml deleted file mode 100644 index e5b4006c..00000000 --- a/.github/workflows/ci-sync.yaml +++ /dev/null @@ -1,97 +0,0 @@ -# SPDX-FileCopyrightText: : 2021-2023 The PyPSA-Eur Authors -# -# SPDX-License-Identifier: CC0-1.0 - -name: CI - Synced Inhouse Packages - -# Caching method based on and described by: -# epassaro (2021): https://dev.to/epassaro/caching-anaconda-environments-in-github-actions-5hde -# and code in GitHub repo: https://github.com/epassaro/cache-conda-envs - -on: - push: - branches: - - master - pull_request: - branches: - - master - schedule: - - cron: "0 5 * * TUE" - -env: - DATA_CACHE_NUMBER: 2 - -jobs: - build: - - strategy: - fail-fast: false - max-parallel: 1 - - runs-on: ubuntu-latest - - defaults: - run: - shell: bash -l {0} - - steps: - - uses: actions/checkout@v3 - - - name: Setup secrets - run: | - echo -ne "url: ${CDSAPI_URL}\nkey: ${CDSAPI_TOKEN}\n" > ~/.cdsapirc - - - name: Add solver to environment - run: | - echo -e "- glpk\n- ipopt<3.13.3" >> envs/environment.yaml - if: ${{ matrix.os }} == 'windows-latest' - - - name: Add solver to environment - run: | - echo -e "- glpk\n- ipopt" >> envs/environment.yaml - if: ${{ matrix.os }} != 'windows-latest' - - - name: Setup micromamba - uses: mamba-org/setup-micromamba@v1 - with: - micromamba-version: latest - environment-file: envs/environment.yaml - log-level: debug - init-shell: bash - cache-environment: true - cache-downloads: true - - # install inhouse packages from master branch with pip - - name: Install inhouse packages - run: | - pip install git+https://github.com/PyPSA/atlite.git@master git+https://github.com/PyPSA/powerplantmatching.git@master git+https://github.com/PyPSA/linopy.git@master - - - - name: Set cache dates - run: | - echo "WEEK=$(date +'%Y%U')" >> $GITHUB_ENV - - - name: Cache data and cutouts folders - uses: actions/cache@v3 - with: - path: | - data - cutouts - key: data-cutouts-${{ env.WEEK }}-${{ env.DATA_CACHE_NUMBER }} - - - name: Test snakemake workflow - run: | - snakemake -call solve_elec_networks --configfile config/test/config.electricity.yaml --rerun-triggers=mtime - snakemake -call all --configfile config/test/config.overnight.yaml --rerun-triggers=mtime - snakemake -call all --configfile config/test/config.myopic.yaml --rerun-triggers=mtime - snakemake -call all --configfile config/test/config.perfect.yaml --rerun-triggers=mtime - - - name: Upload artifacts - uses: actions/upload-artifact@v3 - with: - name: resources-results - path: | - resources - results - if-no-files-found: warn - retention-days: 1 diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml index c0fb745d..172d07ac 100644 --- a/.github/workflows/ci.yaml +++ b/.github/workflows/ci.yaml @@ -32,7 +32,14 @@ jobs: - ubuntu-latest - macos-latest - windows-latest - + inhouse: + - stable + - master + exclude: + - os: macos-latest + inhouse: master + - os: windows-latest + inhouse: master runs-on: ${{ matrix.os }} defaults: @@ -66,6 +73,11 @@ jobs: cache-environment: true cache-downloads: true + - name: Install inhouse packages + run: | + pip install git+https://github.com/PyPSA/atlite.git@master git+https://github.com/PyPSA/powerplantmatching.git@master git+https://github.com/PyPSA/linopy.git@master + if: ${{ matrix.inhouse }} == 'master' + - name: Set cache dates run: | echo "WEEK=$(date +'%Y%U')" >> $GITHUB_ENV From c4a634659dc008f9e10095e8787e11064a42ae33 Mon Sep 17 00:00:00 2001 From: Fabian Date: Wed, 31 Jan 2024 09:59:31 +0100 Subject: [PATCH 565/608] CI: correct if statement --- .github/workflows/ci.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml index 172d07ac..637a0304 100644 --- a/.github/workflows/ci.yaml +++ b/.github/workflows/ci.yaml @@ -76,7 +76,7 @@ jobs: - name: Install inhouse packages run: | pip install git+https://github.com/PyPSA/atlite.git@master git+https://github.com/PyPSA/powerplantmatching.git@master git+https://github.com/PyPSA/linopy.git@master - if: ${{ matrix.inhouse }} == 'master' + if: ${{ matrix.inhouse }} == 'master' - name: Set cache dates run: | From df2296ce3effcb953411892ec6abfc70ea2410e1 Mon Sep 17 00:00:00 2001 From: Fabian Date: Wed, 31 Jan 2024 12:23:35 +0100 Subject: [PATCH 566/608] ci: only upload artefacts for ubuntu and stable --- .github/workflows/ci.yaml | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml index 637a0304..bba03cd7 100644 --- a/.github/workflows/ci.yaml +++ b/.github/workflows/ci.yaml @@ -98,7 +98,7 @@ jobs: snakemake -call all --configfile config/test/config.perfect.yaml --rerun-triggers=mtime - name: Upload artifacts - uses: actions/upload-artifact@v3 + uses: actions/upload-artifact@v4.3.0 with: name: resources-results path: | @@ -106,3 +106,4 @@ jobs: results if-no-files-found: warn retention-days: 1 + if: matrix.os == 'ubuntu' && matrix.inhouse == 'stable' From bd55e368f7510aacfc234def4af4b525c4b740ab Mon Sep 17 00:00:00 2001 From: Fabian Date: Wed, 31 Jan 2024 13:04:10 +0100 Subject: [PATCH 567/608] test: revert setting highs as default solver, as not available for macos --- config/test/config.electricity.yaml | 4 ++-- config/test/config.myopic.yaml | 4 ++-- config/test/config.overnight.yaml | 4 ++-- config/test/config.perfect.yaml | 4 ++-- doc/release_notes.rst | 2 -- envs/environment.yaml | 1 + 6 files changed, 9 insertions(+), 10 deletions(-) diff --git a/config/test/config.electricity.yaml b/config/test/config.electricity.yaml index ef9bfdc0..b750bf62 100644 --- a/config/test/config.electricity.yaml +++ b/config/test/config.electricity.yaml @@ -69,8 +69,8 @@ lines: solving: solver: - name: highs - options: "highs-default" + name: glpk + options: "glpk-default" plotting: diff --git a/config/test/config.myopic.yaml b/config/test/config.myopic.yaml index 1da51b36..2dab7b04 100644 --- a/config/test/config.myopic.yaml +++ b/config/test/config.myopic.yaml @@ -73,8 +73,8 @@ industry: solving: solver: - name: highs - options: highs-default + name: glpk + options: glpk-default mem: 4000 plotting: diff --git a/config/test/config.overnight.yaml b/config/test/config.overnight.yaml index dffdab5a..6d1900cf 100644 --- a/config/test/config.overnight.yaml +++ b/config/test/config.overnight.yaml @@ -65,8 +65,8 @@ sector: solving: solver: - name: highs - options: highs-default + name: glpk + options: glpk-default mem: 4000 plotting: diff --git a/config/test/config.perfect.yaml b/config/test/config.perfect.yaml index 8a5a9cce..f20a2c9f 100644 --- a/config/test/config.perfect.yaml +++ b/config/test/config.perfect.yaml @@ -75,8 +75,8 @@ industry: solving: solver: - name: highs - options: highs-default + name: glpk + options: glpk-default mem: 4000 plotting: diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 55e0ad97..6fa88738 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -64,8 +64,6 @@ Upcoming Release * The ``highs`` solver was added to the default environment file. -* The default solver for testing the workflow in the CI has been changed from ``glpk`` to ``highs``. - PyPSA-Eur 0.9.0 (5th January 2024) diff --git a/envs/environment.yaml b/envs/environment.yaml index 235d7729..26e18f0d 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -35,6 +35,7 @@ dependencies: - netcdf4 - networkx - scipy +- glpk - shapely>=2.0 - pyscipopt - matplotlib From d32789bd02bc29fafd2f0a411a06ff723b10d182 Mon Sep 17 00:00:00 2001 From: Fabian Date: Wed, 31 Jan 2024 16:53:14 +0100 Subject: [PATCH 568/608] snakefile: allow to share resources in directory ci: use test.sh script which can be executed locally --- .github/workflows/ci.yaml | 6 +----- Snakefile | 7 ++++++- config/test/config.electricity.yaml | 4 ++-- config/test/config.myopic.yaml | 4 ++-- config/test/config.overnight.yaml | 4 ++-- config/test/config.perfect.yaml | 2 +- test.sh | 8 ++++++++ 7 files changed, 22 insertions(+), 13 deletions(-) create mode 100755 test.sh diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml index 4fa9f280..1af8e733 100644 --- a/.github/workflows/ci.yaml +++ b/.github/workflows/ci.yaml @@ -81,11 +81,7 @@ jobs: key: data-cutouts-${{ env.WEEK }}-${{ env.DATA_CACHE_NUMBER }} - name: Test snakemake workflow - run: | - snakemake -call solve_elec_networks --configfile config/test/config.electricity.yaml --rerun-triggers=mtime - snakemake -call all --configfile config/test/config.overnight.yaml --rerun-triggers=mtime - snakemake -call all --configfile config/test/config.myopic.yaml --rerun-triggers=mtime - snakemake -call all --configfile config/test/config.perfect.yaml --rerun-triggers=mtime + run: ./test.sh - name: Upload artifacts uses: actions/upload-artifact@v4.3.0 diff --git a/Snakefile b/Snakefile index 14c9e821..8391156c 100644 --- a/Snakefile +++ b/Snakefile @@ -31,7 +31,12 @@ CDIR = RDIR if not run.get("shared_cutouts") else "" LOGS = "logs/" + RDIR BENCHMARKS = "benchmarks/" + RDIR -RESOURCES = "resources/" + RDIR if not run.get("shared_resources") else "resources/" +if not (shared_resources := run.get("shared_resources")): + RESOURCES = "resources/" + RDIR +elif isinstance(shared_resources, str): + RESOURCES = "resources/" + shared_resources + "/" +else: + RESOURCES = "resources/" RESULTS = "results/" + RDIR diff --git a/config/test/config.electricity.yaml b/config/test/config.electricity.yaml index b750bf62..22c8e8d3 100644 --- a/config/test/config.electricity.yaml +++ b/config/test/config.electricity.yaml @@ -8,14 +8,14 @@ tutorial: true run: name: "test-elec" # use this to keep track of runs with different settings disable_progressbar: true - shared_resources: true + shared_resources: "test" shared_cutouts: true scenario: clusters: - 5 opts: - - Co2L-24H + - Co2L-24h countries: ['BE'] diff --git a/config/test/config.myopic.yaml b/config/test/config.myopic.yaml index 2dab7b04..2e7b3e6e 100644 --- a/config/test/config.myopic.yaml +++ b/config/test/config.myopic.yaml @@ -7,7 +7,7 @@ tutorial: true run: name: "test-sector-myopic" disable_progressbar: true - shared_resources: true + shared_resources: "test" shared_cutouts: true foresight: myopic @@ -18,7 +18,7 @@ scenario: clusters: - 5 sector_opts: - - 24H-T-H-B-I-A-dist1 + - 24h-T-H-B-I-A-dist1 planning_horizons: - 2030 - 2040 diff --git a/config/test/config.overnight.yaml b/config/test/config.overnight.yaml index 6d1900cf..8b98fea9 100644 --- a/config/test/config.overnight.yaml +++ b/config/test/config.overnight.yaml @@ -7,7 +7,7 @@ tutorial: true run: name: "test-sector-overnight" disable_progressbar: true - shared_resources: true + shared_resources: "test" shared_cutouts: true @@ -17,7 +17,7 @@ scenario: clusters: - 5 sector_opts: - - CO2L0-24H-T-H-B-I-A-dist1 + - CO2L0-24h-T-H-B-I-A-dist1 planning_horizons: - 2030 diff --git a/config/test/config.perfect.yaml b/config/test/config.perfect.yaml index f20a2c9f..6eb9113e 100644 --- a/config/test/config.perfect.yaml +++ b/config/test/config.perfect.yaml @@ -7,7 +7,7 @@ tutorial: true run: name: "test-sector-perfect" disable_progressbar: true - shared_resources: true + shared_resources: "test" shared_cutouts: true foresight: perfect diff --git a/test.sh b/test.sh new file mode 100755 index 00000000..a40276b8 --- /dev/null +++ b/test.sh @@ -0,0 +1,8 @@ +# SPDX-FileCopyrightText: : 2021-2024 The PyPSA-Eur Authors +# +# SPDX-License-Identifier: CC0-1.0 + +snakemake -call solve_elec_networks --configfile config/test/config.electricity.yaml --rerun-triggers=mtime && \ +snakemake -call all --configfile config/test/config.overnight.yaml --rerun-triggers=mtime && \ +snakemake -call all --configfile config/test/config.myopic.yaml --rerun-triggers=mtime && \ +snakemake -call all --configfile config/test/config.perfect.yaml --rerun-triggers=mtime From 0f80e2d089088e0c65f635516cac160954ee27e2 Mon Sep 17 00:00:00 2001 From: Fabian Date: Wed, 31 Jan 2024 17:07:01 +0100 Subject: [PATCH 569/608] plot: fix params and groupby deprecation warning --- rules/postprocess.smk | 3 +++ scripts/plot_power_network.py | 2 +- 2 files changed, 4 insertions(+), 1 deletion(-) diff --git a/rules/postprocess.smk b/rules/postprocess.smk index 59f9ead7..c1dd24c0 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -31,6 +31,7 @@ if config["foresight"] != "perfect": rule plot_power_network: params: plotting=config["plotting"], + foresight=config["foresight"], input: network=RESULTS + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", @@ -54,6 +55,7 @@ if config["foresight"] != "perfect": rule plot_hydrogen_network: params: plotting=config["plotting"], + foresight=config["foresight"], input: network=RESULTS + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", @@ -77,6 +79,7 @@ if config["foresight"] != "perfect": rule plot_gas_network: params: plotting=config["plotting"], + foresight=config["foresight"], input: network=RESULTS + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", diff --git a/scripts/plot_power_network.py b/scripts/plot_power_network.py index 271e638d..0e13e497 100644 --- a/scripts/plot_power_network.py +++ b/scripts/plot_power_network.py @@ -98,7 +98,7 @@ def plot_map( logger.debug(f"{comp}, {costs}") - costs = costs.groupby(costs.columns, axis=1).sum() + costs = costs.T.groupby(costs.columns).sum().T costs.drop(list(costs.columns[(costs == 0.0).all()]), axis=1, inplace=True) From 46d8ce8f1f8293c127602e9c1a87eb58fcccf1ec Mon Sep 17 00:00:00 2001 From: Fabian Date: Wed, 31 Jan 2024 17:10:08 +0100 Subject: [PATCH 570/608] address deprecation warnings --- scripts/add_electricity.py | 12 +++++++----- scripts/add_existing_baseyear.py | 2 +- scripts/base_network.py | 8 +++++--- scripts/build_biomass_potentials.py | 6 +++--- scripts/build_gas_network.py | 20 ++++++++------------ scripts/build_line_rating.py | 2 +- scripts/build_population_layouts.py | 3 ++- scripts/build_retro_cost.py | 8 ++++---- scripts/cluster_network.py | 4 +++- scripts/prepare_network.py | 4 ++-- scripts/solve_network.py | 8 ++++---- 11 files changed, 40 insertions(+), 37 deletions(-) diff --git a/scripts/add_electricity.py b/scripts/add_electricity.py index c9e5abca..a57edd11 100755 --- a/scripts/add_electricity.py +++ b/scripts/add_electricity.py @@ -327,7 +327,9 @@ def attach_load(n, regions, load, nuts3_shapes, ua_md_gdp, countries, scaling=1. axis=1, ) - n.madd("Load", substation_lv_i, bus=substation_lv_i, p_set=load) + n.madd( + "Load", substation_lv_i, bus=substation_lv_i, p_set=load + ) # carrier="electricity" def update_transmission_costs(n, costs, length_factor=1.0): @@ -504,8 +506,8 @@ def attach_conventional_generators( snakemake.input[f"conventional_{carrier}_{attr}"], index_col=0 ).iloc[:, 0] bus_values = n.buses.country.map(values) - n.generators[attr].update( - n.generators.loc[idx].bus.map(bus_values).dropna() + n.generators.update( + {attr: n.generators.loc[idx].bus.map(bus_values).dropna()} ) else: # Single value affecting all generators of technology k indiscriminantely of country @@ -749,8 +751,8 @@ def attach_OPSD_renewables(n: pypsa.Network, tech_map: Dict[str, List[str]]) -> caps = caps.groupby(["bus"]).Capacity.sum() caps = caps / gens_per_bus.reindex(caps.index, fill_value=1) - n.generators.p_nom.update(gens.bus.map(caps).dropna()) - n.generators.p_nom_min.update(gens.bus.map(caps).dropna()) + n.generators.update({"p_nom": gens.bus.map(caps).dropna()}) + n.generators.update({"p_nom_min": gens.bus.map(caps).dropna()}) def estimate_renewable_capacities( diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index 46d4bc31..0235a4d7 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -48,7 +48,7 @@ def add_build_year_to_new_assets(n, baseyear): "series" ) & n.component_attrs[c.name].status.str.contains("Input") for attr in n.component_attrs[c.name].index[selection]: - c.pnl[attr].rename(columns=rename, inplace=True) + c.pnl[attr] = c.pnl[attr].rename(columns=rename) def add_existing_renewables(df_agg): diff --git a/scripts/base_network.py b/scripts/base_network.py index 2fa31f98..1de3ef96 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -138,7 +138,9 @@ def _load_buses_from_eg(eg_buses, europe_shape, config_elec): ) buses["carrier"] = buses.pop("dc").map({True: "DC", False: "AC"}) - buses["under_construction"] = buses["under_construction"].fillna(False).astype(bool) + buses["under_construction"] = buses.under_construction.where( + lambda s: s.notnull(), False + ).astype(bool) # remove all buses outside of all countries including exclusive economic zones (offshore) europe_shape = gpd.read_file(europe_shape).loc[0, "geometry"] @@ -525,9 +527,9 @@ def _set_countries_and_substations(n, config, country_shapes, offshore_shapes): gb = buses.loc[substation_b].groupby( ["x", "y"], as_index=False, group_keys=False, sort=False ) - bus_map_low = gb.apply(prefer_voltage, "min") + bus_map_low = gb.apply(prefer_voltage, "min", include_groups=False) lv_b = (bus_map_low == bus_map_low.index).reindex(buses.index, fill_value=False) - bus_map_high = gb.apply(prefer_voltage, "max") + bus_map_high = gb.apply(prefer_voltage, "max", include_groups=False) hv_b = (bus_map_high == bus_map_high.index).reindex(buses.index, fill_value=False) onshore_b = pd.Series(False, buses.index) diff --git a/scripts/build_biomass_potentials.py b/scripts/build_biomass_potentials.py index b6cbbfbf..6b5cb147 100644 --- a/scripts/build_biomass_potentials.py +++ b/scripts/build_biomass_potentials.py @@ -132,14 +132,14 @@ def disaggregate_nuts0(bio): pop = build_nuts_population_data() # get population in nuts2 - pop_nuts2 = pop.loc[pop.index.str.len() == 4] + pop_nuts2 = pop.loc[pop.index.str.len() == 4].copy() by_country = pop_nuts2.total.groupby(pop_nuts2.ct).sum() - pop_nuts2.loc[:, "fraction"] = pop_nuts2.total / pop_nuts2.ct.map(by_country) + pop_nuts2["fraction"] = pop_nuts2.total / pop_nuts2.ct.map(by_country) # distribute nuts0 data to nuts2 by population bio_nodal = bio.loc[pop_nuts2.ct] bio_nodal.index = pop_nuts2.index - bio_nodal = bio_nodal.mul(pop_nuts2.fraction, axis=0) + bio_nodal = bio_nodal.mul(pop_nuts2.fraction, axis=0).astype(float) # update inplace bio.update(bio_nodal) diff --git a/scripts/build_gas_network.py b/scripts/build_gas_network.py index 8df7744d..13cd75ba 100644 --- a/scripts/build_gas_network.py +++ b/scripts/build_gas_network.py @@ -114,12 +114,10 @@ def prepare_dataset( df["p_nom_diameter"] = df.diameter_mm.apply(diameter_to_capacity) ratio = df.p_nom / df.p_nom_diameter not_nordstream = df.max_pressure_bar < 220 - df.p_nom.update( - df.p_nom_diameter.where( - (df.p_nom <= 500) - | ((ratio > correction_threshold_p_nom) & not_nordstream) - | ((ratio < 1 / correction_threshold_p_nom) & not_nordstream) - ) + df["p_nom"] = df.p_nom_diameter.where( + (df.p_nom <= 500) + | ((ratio > correction_threshold_p_nom) & not_nordstream) + | ((ratio < 1 / correction_threshold_p_nom) & not_nordstream) ) # lines which have way too discrepant line lengths @@ -130,12 +128,10 @@ def prepare_dataset( axis=1, ) ratio = df.eval("length / length_haversine") - df["length"].update( - df.length_haversine.where( - (df["length"] < 20) - | (ratio > correction_threshold_length) - | (ratio < 1 / correction_threshold_length) - ) + df["length"] = df.length_haversine.where( + (df["length"] < 20) + | (ratio > correction_threshold_length) + | (ratio < 1 / correction_threshold_length) ) return df diff --git a/scripts/build_line_rating.py b/scripts/build_line_rating.py index 5b4cd6b3..522f08cf 100755 --- a/scripts/build_line_rating.py +++ b/scripts/build_line_rating.py @@ -98,7 +98,7 @@ def calculate_line_rating(n, cutout): ------- xarray DataArray object with maximal power. """ - relevant_lines = n.lines[~n.lines["underground"]] + relevant_lines = n.lines[~n.lines["underground"]].copy() buses = relevant_lines[["bus0", "bus1"]].values x = n.buses.x y = n.buses.y diff --git a/scripts/build_population_layouts.py b/scripts/build_population_layouts.py index e215e6c0..cb63c27e 100644 --- a/scripts/build_population_layouts.py +++ b/scripts/build_population_layouts.py @@ -83,7 +83,8 @@ if __name__ == "__main__": # correct for imprecision of Iinv*I pop_ct = nuts3.loc[nuts3.country == ct, "pop"].sum() - pop_cells_ct *= pop_ct / pop_cells_ct.sum() + if pop_cells_ct.sum() != 0: + pop_cells_ct *= pop_ct / pop_cells_ct.sum() # The first low density grid cells to reach rural fraction are rural asc_density_i = density_cells_ct.sort_values().index diff --git a/scripts/build_retro_cost.py b/scripts/build_retro_cost.py index bd285e18..60d74afa 100755 --- a/scripts/build_retro_cost.py +++ b/scripts/build_retro_cost.py @@ -297,8 +297,8 @@ def prepare_building_stock_data(): errors="ignore", ) - u_values.subsector.replace(rename_sectors, inplace=True) - u_values.btype.replace(rename_sectors, inplace=True) + u_values["subsector"] = u_values.subsector.replace(rename_sectors) + u_values["btype"] = u_values.btype.replace(rename_sectors) # for missing weighting of surfaces of building types assume MFH u_values["assumed_subsector"] = u_values.subsector @@ -306,8 +306,8 @@ def prepare_building_stock_data(): ~u_values.subsector.isin(rename_sectors.values()), "assumed_subsector" ] = "MFH" - u_values.country_code.replace({"UK": "GB"}, inplace=True) - u_values.bage.replace({"Berfore 1945": "Before 1945"}, inplace=True) + u_values["country_code"] = u_values.country_code.replace({"UK": "GB"}) + u_values["bage"] = u_values.bage.replace({"Berfore 1945": "Before 1945"}) u_values = u_values[~u_values.bage.isna()] u_values.set_index(["country_code", "subsector", "bage", "type"], inplace=True) diff --git a/scripts/cluster_network.py b/scripts/cluster_network.py index 39b6ad96..34a138cd 100644 --- a/scripts/cluster_network.py +++ b/scripts/cluster_network.py @@ -488,7 +488,9 @@ if __name__ == "__main__": gens.efficiency, bins=[0, low, high, 1], labels=labels ).astype(str) carriers += [f"{c} {label} efficiency" for label in labels] - n.generators.carrier.update(gens.carrier + " " + suffix + " efficiency") + n.generators.update( + {"carrier": gens.carrier + " " + suffix + " efficiency"} + ) aggregate_carriers = carriers if n_clusters == len(n.buses): diff --git a/scripts/prepare_network.py b/scripts/prepare_network.py index 5652dc6e..e358c05e 100755 --- a/scripts/prepare_network.py +++ b/scripts/prepare_network.py @@ -269,8 +269,8 @@ def set_line_nom_max( hvdc = n.links.index[n.links.carrier == "DC"] n.links.loc[hvdc, "p_nom_max"] = n.links.loc[hvdc, "p_nom"] + p_nom_max_ext - n.lines.s_nom_max.clip(upper=s_nom_max_set, inplace=True) - n.links.p_nom_max.clip(upper=p_nom_max_set, inplace=True) + n.lines["s_nom_max"] = n.lines.s_nom_max.clip(upper=s_nom_max_set) + n.links["p_nom_max"] = n.links.p_nom_max.clip(upper=p_nom_max_set) if __name__ == "__main__": diff --git a/scripts/solve_network.py b/scripts/solve_network.py index a1d790a7..551222c0 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -418,7 +418,7 @@ def add_CCL_constraints(n, config): Example ------- scenario: - opts: [Co2L-CCL-24H] + opts: [Co2L-CCL-24h] electricity: agg_p_nom_limits: data/agg_p_nom_minmax.csv """ @@ -463,7 +463,7 @@ def add_EQ_constraints(n, o, scaling=1e-1): Example ------- scenario: - opts: [Co2L-EQ0.7-24H] + opts: [Co2L-EQ0.7-24h] Require each country or node to on average produce a minimal share of its total electricity consumption itself. Example: EQ0.7c demands each country @@ -527,7 +527,7 @@ def add_BAU_constraints(n, config): Example ------- scenario: - opts: [Co2L-BAU-24H] + opts: [Co2L-BAU-24h] electricity: BAU_mincapacities: solar: 0 @@ -564,7 +564,7 @@ def add_SAFE_constraints(n, config): config.yaml requires to specify opts: scenario: - opts: [Co2L-SAFE-24H] + opts: [Co2L-SAFE-24h] electricity: SAFE_reservemargin: 0.1 Which sets a reserve margin of 10% above the peak demand. From c60e1c5b73ac23dc7d53ad88be3e30cab3924e1b Mon Sep 17 00:00:00 2001 From: Fabian Date: Wed, 31 Jan 2024 17:12:36 +0100 Subject: [PATCH 571/608] update release notes --- doc/release_notes.rst | 3 +++ 1 file changed, 3 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 6fa88738..44ccdff5 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -64,6 +64,9 @@ Upcoming Release * The ``highs`` solver was added to the default environment file. +* It is now possible to determine the directory for shared resources by setting `shared_resources` to a string. + +* A ``test.sh`` script was added to the repository to run the tests locally. PyPSA-Eur 0.9.0 (5th January 2024) From 550e6f07940399b3c4ee6ee3cf0c274981d4aecf Mon Sep 17 00:00:00 2001 From: JulianGeis Date: Thu, 1 Feb 2024 14:23:04 +0100 Subject: [PATCH 572/608] deleted code to include kernnetz as it is no longer needed --- scripts/prepare_sector_network.py | 17 ----------------- 1 file changed, 17 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 42def055..03cba48b 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1319,22 +1319,6 @@ def add_storage_and_grids(n, costs): n, "H2 pipeline ", carriers=["DC", "gas pipeline"] ) - h2_pipes["p_nom"] = 0.0 - - if snakemake.input.get("custom_h2_pipelines"): - fn = snakemake.input.custom_h2_pipelines - custom_pipes = pd.read_csv(fn, index_col=0) - - h2_pipes = pd.concat([h2_pipes, custom_pipes]) - - # drop duplicates according to buses (order can be different) and keep pipe with highest p_nom - h2_pipes["buses_sorted"] = h2_pipes[["bus0", "bus1"]].apply(sorted, axis=1) - h2_pipes = ( - h2_pipes.sort_values("p_nom") - .drop_duplicates(subset=["buses_sorted"], keep="last") - .drop(columns="buses_sorted") - ) - # TODO Add efficiency losses n.madd( "Link", @@ -1343,7 +1327,6 @@ def add_storage_and_grids(n, costs): bus1=h2_pipes.bus1.values + " H2", p_min_pu=-1, p_nom_extendable=True, - p_nom_min=h2_pipes.p_nom.values, length=h2_pipes.length.values, capital_cost=costs.at["H2 (g) pipeline", "fixed"] * h2_pipes.length.values, carrier="H2 pipeline", From 4c0491341cd1242e0295e1e3ac47e403c934719b Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Wed, 31 Jan 2024 12:45:45 +0000 Subject: [PATCH 573/608] Move `build_existing_heating_distribution` rule --- rules/build_sector.smk | 34 ++++++++++++++++++++++++++++++++++ rules/solve_myopic.smk | 34 ---------------------------------- 2 files changed, 34 insertions(+), 34 deletions(-) diff --git a/rules/build_sector.smk b/rules/build_sector.smk index 0586ec01..a8f419c3 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -730,6 +730,40 @@ rule build_district_heat_share: "../scripts/build_district_heat_share.py" +rule build_existing_heating_distribution: + params: + baseyear=config["scenario"]["planning_horizons"][0], + sector=config["sector"], + existing_capacities=config["existing_capacities"], + input: + existing_heating="data/existing_infrastructure/existing_heating_raw.csv", + clustered_pop_layout=RESOURCES + "pop_layout_elec_s{simpl}_{clusters}.csv", + clustered_pop_energy_layout=RESOURCES + + "pop_weighted_energy_totals_s{simpl}_{clusters}.csv", + district_heat_share=RESOURCES + + "district_heat_share_elec_s{simpl}_{clusters}_{planning_horizons}.csv", + output: + existing_heating_distribution=RESOURCES + + "existing_heating_distribution_elec_s{simpl}_{clusters}_{planning_horizons}.csv", + wildcard_constraints: + planning_horizons=config["scenario"]["planning_horizons"][0], #only applies to baseyear + threads: 1 + resources: + mem_mb=2000, + log: + LOGS + + "build_existing_heating_distribution_elec_s{simpl}_{clusters}_{planning_horizons}.log", + benchmark: + ( + BENCHMARKS + + "build_existing_heating_distribution/elec_s{simpl}_{clusters}_{planning_horizons}" + ) + conda: + "../envs/environment.yaml" + script: + "../scripts/build_existing_heating_distribution.py" + + rule prepare_sector_network: params: co2_budget=config["co2_budget"], diff --git a/rules/solve_myopic.smk b/rules/solve_myopic.smk index 75334073..94e75a5d 100644 --- a/rules/solve_myopic.smk +++ b/rules/solve_myopic.smk @@ -3,40 +3,6 @@ # SPDX-License-Identifier: MIT -rule build_existing_heating_distribution: - params: - baseyear=config["scenario"]["planning_horizons"][0], - sector=config["sector"], - existing_capacities=config["existing_capacities"], - input: - existing_heating="data/existing_infrastructure/existing_heating_raw.csv", - clustered_pop_layout=RESOURCES + "pop_layout_elec_s{simpl}_{clusters}.csv", - clustered_pop_energy_layout=RESOURCES - + "pop_weighted_energy_totals_s{simpl}_{clusters}.csv", - district_heat_share=RESOURCES - + "district_heat_share_elec_s{simpl}_{clusters}_{planning_horizons}.csv", - output: - existing_heating_distribution=RESOURCES - + "existing_heating_distribution_elec_s{simpl}_{clusters}_{planning_horizons}.csv", - wildcard_constraints: - planning_horizons=config["scenario"]["planning_horizons"][0], #only applies to baseyear - threads: 1 - resources: - mem_mb=2000, - log: - LOGS - + "build_existing_heating_distribution_elec_s{simpl}_{clusters}_{planning_horizons}.log", - benchmark: - ( - BENCHMARKS - + "build_existing_heating_distribution/elec_s{simpl}_{clusters}_{planning_horizons}" - ) - conda: - "../envs/environment.yaml" - script: - "../scripts/build_existing_heating_distribution.py" - - rule add_existing_baseyear: params: baseyear=config["scenario"]["planning_horizons"][0], From 25a24f555225de2cef68dfb832e945fea06ca198 Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Thu, 1 Feb 2024 14:18:27 +0000 Subject: [PATCH 574/608] Remove unnecessary `add_brownfield` rule from perfect foresight --- rules/solve_perfect.smk | 35 ----------------------------------- 1 file changed, 35 deletions(-) diff --git a/rules/solve_perfect.smk b/rules/solve_perfect.smk index 76051976..9e164a16 100644 --- a/rules/solve_perfect.smk +++ b/rules/solve_perfect.smk @@ -45,38 +45,6 @@ rule add_existing_baseyear: "../scripts/add_existing_baseyear.py" -rule add_brownfield: - params: - H2_retrofit=config["sector"]["H2_retrofit"], - H2_retrofit_capacity_per_CH4=config["sector"]["H2_retrofit_capacity_per_CH4"], - threshold_capacity=config["existing_capacities"]["threshold_capacity"], - input: - network=RESULTS - + "prenetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", - network_p=solved_previous_horizon, #solved network at previous time step - costs="data/costs_{planning_horizons}.csv", - cop_soil_total=RESOURCES + "cop_soil_total_elec_s{simpl}_{clusters}.nc", - cop_air_total=RESOURCES + "cop_air_total_elec_s{simpl}_{clusters}.nc", - output: - RESULTS - + "prenetworks-brownfield/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", - threads: 4 - resources: - mem_mb=10000, - log: - LOGS - + "add_brownfield_elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.log", - benchmark: - ( - BENCHMARKS - + "add_brownfield/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}" - ) - conda: - "../envs/environment.yaml" - script: - "../scripts/add_brownfield.py" - - rule prepare_perfect_foresight: input: **{ @@ -192,6 +160,3 @@ rule make_summary_perfect: "../envs/environment.yaml" script: "../scripts/make_summary_perfect.py" - - -ruleorder: add_existing_baseyear > add_brownfield From de384c7cf620c769df2ae91a588ac4e78ea77c3f Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Thu, 1 Feb 2024 14:46:13 +0000 Subject: [PATCH 575/608] Correctly carry over time-varying data between investment periods Previously, time-varying data in each "next" investment period was set to the default values, implying capacity factors of 1 for renewable generators for example. --- scripts/prepare_perfect_foresight.py | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/scripts/prepare_perfect_foresight.py b/scripts/prepare_perfect_foresight.py index f5ae3919..8fd6bc1f 100644 --- a/scripts/prepare_perfect_foresight.py +++ b/scripts/prepare_perfect_foresight.py @@ -199,8 +199,13 @@ def concat_networks(years): pnl[k].loc[pnl_year.index, pnl_year.columns] = pnl_year else: - # this is to avoid adding multiple times assets with - # infinite lifetime as ror + # For components that aren't new, we just extend + # time-varying data from the previous investment + # period. + if i > 0: + pnl[k].loc[(year,)] = pnl[k].loc[(years[i - 1],)].values + + # Now, add time-varying data for new components. cols = pnl_year.columns.difference(pnl[k].columns) pnl[k] = pd.concat([pnl[k], pnl_year[cols]], axis=1) From b67e800da9c442079d20eb08cbf6eb242b9fa476 Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Thu, 1 Feb 2024 14:52:16 +0000 Subject: [PATCH 576/608] Simplify concat of static components in `prepare_perfect_forsight` --- scripts/prepare_perfect_foresight.py | 18 ++++++++++-------- 1 file changed, 10 insertions(+), 8 deletions(-) diff --git a/scripts/prepare_perfect_foresight.py b/scripts/prepare_perfect_foresight.py index 8fd6bc1f..278472f6 100644 --- a/scripts/prepare_perfect_foresight.py +++ b/scripts/prepare_perfect_foresight.py @@ -162,15 +162,17 @@ def concat_networks(years): add_build_year_to_new_assets(network, year) # static ---------------------------------- - # (1) add buses and carriers - for component in network.iterate_components(["Bus", "Carrier"]): - df_year = component.df - # get missing assets - missing = get_missing(df_year, n, component.list_name) - import_components_from_dataframe(n, missing, component.name) - # (2) add generators, links, stores and loads for component in network.iterate_components( - ["Generator", "Link", "Store", "Load", "Line", "StorageUnit"] + [ + "Bus", + "Carrier", + "Generator", + "Link", + "Store", + "Load", + "Line", + "StorageUnit", + ] ): df_year = component.df.copy() missing = get_missing(df_year, n, component.list_name) From 7f77c3690abd8f9f7c6d1251c5b5be5c540d2982 Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Fri, 2 Feb 2024 08:54:44 +0100 Subject: [PATCH 577/608] Add release note --- doc/release_notes.rst | 2 ++ 1 file changed, 2 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 6fa88738..1ffeb310 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -64,6 +64,8 @@ Upcoming Release * The ``highs`` solver was added to the default environment file. +* Various minor bugfixes to the perfect foresight workflow, though perfect foresight must still be considered experimental. + PyPSA-Eur 0.9.0 (5th January 2024) From cc77456195b5264db4b8a823499b83d180b4a88e Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 2 Feb 2024 10:11:59 +0100 Subject: [PATCH 578/608] env: add pre-commit --- envs/environment.yaml | 1 + 1 file changed, 1 insertion(+) diff --git a/envs/environment.yaml b/envs/environment.yaml index 26e18f0d..88e394fa 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -48,6 +48,7 @@ dependencies: - tabula-py - pyxlsb - graphviz +- pre-commit # Keep in conda environment when calling ipython - ipython From 6d40ff1340898bc2b5b61c5630cebe9ae72f9b0a Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 2 Feb 2024 11:52:01 +0100 Subject: [PATCH 579/608] config: add sensible defaults for HVC recycling and reuse --- config/config.default.yaml | 31 ++++++++++++++++++++++++++++--- doc/release_notes.rst | 6 ++++++ 2 files changed, 34 insertions(+), 3 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 51080862..5afc6f8e 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -606,9 +606,34 @@ industry: MWh_NH3_per_MWh_H2_cracker: 1.46 # https://github.com/euronion/trace/blob/44a5ff8401762edbef80eff9cfe5a47c8d3c8be4/data/efficiencies.csv NH3_process_emissions: 24.5 petrochemical_process_emissions: 25.5 - HVC_primary_fraction: 1. - HVC_mechanical_recycling_fraction: 0. - HVC_chemical_recycling_fraction: 0. + #HVC primary/recycling based on values used in Neumann et al https://doi.org/10.1016/j.joule.2023.06.016, linearly interpolated between 2020 and 2050 + #2020 recycling rates based on Agora https://static.agora-energiewende.de/fileadmin/Projekte/2021/2021_02_EU_CEAP/A-EW_254_Mobilising-circular-economy_study_WEB.pdf + #fractions refer to the total primary HVC production in 2020 + #assumes 6.7 Mtplastics produced from recycling in 2020 + HVC_primary_fraction: + 2020: 1.0 + 2025: 0.9 + 2030: 0.8 + 2035: 0.7 + 2040: 0.6 + 2045: 0.5 + 2050: 0.4 + HVC_mechanical_recycling_fraction: + 2020: 0.12 + 2025: 0.15 + 2030: 0.18 + 2035: 0.21 + 2040: 0.24 + 2045: 0.27 + 2050: 0.30 + HVC_chemical_recycling_fraction: + 2020: 0.0 + 2025: 0.0 + 2030: 0.04 + 2035: 0.08 + 2040: 0.12 + 2045: 0.16 + 2050: 0.20 HVC_production_today: 52. MWh_elec_per_tHVC_mechanical_recycling: 0.547 MWh_elec_per_tHVC_chemical_recycling: 6.9 diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 6fa88738..a3331748 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -64,6 +64,12 @@ Upcoming Release * The ``highs`` solver was added to the default environment file. +* Default settings for recycling rates and primary product shares of high-value + chemicals have been set in accordance with the values used in `Neumann et al. + (2023) `_ linearly interpolated + between 2020 and 2050. The recycling rates are based on data from `Agora + Energiewende (2021) + `_. PyPSA-Eur 0.9.0 (5th January 2024) From 0006f6e5a90b548d80cc448711edab145470917e Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Fri, 2 Feb 2024 12:19:08 +0000 Subject: [PATCH 580/608] Fix gas input for existing heat gas boilers --- scripts/add_existing_baseyear.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index 46d4bc31..ca11a747 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -482,7 +482,7 @@ def add_heating_capacities_installed_before_baseyear( "Link", nodes, suffix=f" {name} gas boiler-{grouping_year}", - bus0=spatial.gas.nodes, + bus0="EU gas" if "EU gas" in spatial.gas.nodes else nodes + " gas", bus1=nodes + " " + name + " heat", bus2="co2 atmosphere", carrier=name + " gas boiler", From 344989d76b4f81bea5e3c1555021a767d3b3bd9b Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 5 Feb 2024 08:21:26 +0100 Subject: [PATCH 581/608] Apply suggestions from code review --- rules/postprocess.smk | 3 --- 1 file changed, 3 deletions(-) diff --git a/rules/postprocess.smk b/rules/postprocess.smk index c1dd24c0..59f9ead7 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -31,7 +31,6 @@ if config["foresight"] != "perfect": rule plot_power_network: params: plotting=config["plotting"], - foresight=config["foresight"], input: network=RESULTS + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", @@ -55,7 +54,6 @@ if config["foresight"] != "perfect": rule plot_hydrogen_network: params: plotting=config["plotting"], - foresight=config["foresight"], input: network=RESULTS + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", @@ -79,7 +77,6 @@ if config["foresight"] != "perfect": rule plot_gas_network: params: plotting=config["plotting"], - foresight=config["foresight"], input: network=RESULTS + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", From e76749ab31e543733a671c37968c548f3386037a Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 5 Feb 2024 08:37:19 +0100 Subject: [PATCH 582/608] plot_hydrogen_network: add foresight params back in --- rules/postprocess.smk | 1 + 1 file changed, 1 insertion(+) diff --git a/rules/postprocess.smk b/rules/postprocess.smk index 59f9ead7..3045d0da 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -54,6 +54,7 @@ if config["foresight"] != "perfect": rule plot_hydrogen_network: params: plotting=config["plotting"], + foresight=config["foresight"], input: network=RESULTS + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", From a834ff222acac9175b66285077b35baf7ceeb037 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 5 Feb 2024 12:10:35 +0100 Subject: [PATCH 583/608] streamline code for year-dependent technologies (turbines/panels) --- config/config.default.yaml | 17 ++---- doc/configtables/offwind-ac.csv | 2 +- doc/configtables/offwind-dc.csv | 2 +- doc/configtables/onwind.csv | 2 +- doc/configtables/solar.csv | 2 +- doc/release_notes.rst | 6 ++ rules/build_electricity.smk | 1 - rules/solve_myopic.smk | 3 + scripts/add_brownfield.py | 73 ++++++++-------------- scripts/add_electricity.py | 4 ++ scripts/build_renewable_profiles.py | 95 ++++++++++++----------------- scripts/prepare_sector_network.py | 5 ++ 12 files changed, 90 insertions(+), 122 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index bdbc046e..bc420b36 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -164,14 +164,11 @@ atlite: # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#renewable renewable: - year: 2020 onwind: cutout: europe-2013-era5 resource: method: wind - turbine: - 2020: Vestas_V112_3MW - 2030: NREL_ReferenceTurbine_2020ATB_5.5MW + turbine: Vestas_V112_3MW add_cutout_windspeed: true capacity_per_sqkm: 3 # correction_factor: 0.93 @@ -190,9 +187,7 @@ renewable: cutout: europe-2013-era5 resource: method: wind - turbine: - 2020: NREL_ReferenceTurbine_5MW_offshore.yaml - 2030: NREL_ReferenceTurbine_2020ATB_15MW_offshore + turbine: NREL_ReferenceTurbine_5MW_offshore add_cutout_windspeed: true capacity_per_sqkm: 2 correction_factor: 0.8855 @@ -208,10 +203,7 @@ renewable: cutout: europe-2013-era5 resource: method: wind - turbine: - 2020: Vestas_V164_7MW_offshore - 2025: NREL_ReferenceTurbine_2020ATB_15MW_offshore - 2030: NREL_ReferenceTurbine_2020ATB_18MW_offshore + turbine: Vestas_V164_7MW_offshore add_cutout_windspeed: true capacity_per_sqkm: 2 correction_factor: 0.8855 @@ -227,8 +219,7 @@ renewable: cutout: europe-2013-sarah resource: method: pv - panel: - 2020: CSi + panel: CSi orientation: slope: 35. azimuth: 180. diff --git a/doc/configtables/offwind-ac.csv b/doc/configtables/offwind-ac.csv index 9dc0614c..b2533f04 100644 --- a/doc/configtables/offwind-ac.csv +++ b/doc/configtables/offwind-ac.csv @@ -2,7 +2,7 @@ cutout,--,"Should be a folder listed in the configuration ``atlite: cutouts:`` (e.g. 'europe-2013-era5') or reference an existing folder in the directory ``cutouts``. Source module must be ERA5.","Specifies the directory where the relevant weather data ist stored." resource,,, -- method,--,"Must be 'wind'","A superordinate technology type." --- turbine,--,"One of turbine types included in `atlite `_","Specifies the turbine type and its characteristic power curve." +-- turbine,--,"One of turbine types included in `atlite `_. Can be a string or a dictionary with years as keys which denote the year another turbine model becomes available.","Specifies the turbine type and its characteristic power curve." capacity_per_sqkm,:math:`MW/km^2`,float,"Allowable density of wind turbine placement." correction_factor,--,float,"Correction factor for capacity factor time series." excluder_resolution,m,float,"Resolution on which to perform geographical elibility analysis." diff --git a/doc/configtables/offwind-dc.csv b/doc/configtables/offwind-dc.csv index c947f358..7c537543 100644 --- a/doc/configtables/offwind-dc.csv +++ b/doc/configtables/offwind-dc.csv @@ -2,7 +2,7 @@ cutout,--,"Should be a folder listed in the configuration ``atlite: cutouts:`` (e.g. 'europe-2013-era5') or reference an existing folder in the directory ``cutouts``. Source module must be ERA5.","Specifies the directory where the relevant weather data ist stored." resource,,, -- method,--,"Must be 'wind'","A superordinate technology type." --- turbine,--,"One of turbine types included in `atlite `__","Specifies the turbine type and its characteristic power curve." +-- turbine,--,"One of turbine types included in `atlite `_. Can be a string or a dictionary with years as keys which denote the year another turbine model becomes available.","Specifies the turbine type and its characteristic power curve." capacity_per_sqkm,:math:`MW/km^2`,float,"Allowable density of wind turbine placement." correction_factor,--,float,"Correction factor for capacity factor time series." excluder_resolution,m,float,"Resolution on which to perform geographical elibility analysis." diff --git a/doc/configtables/onwind.csv b/doc/configtables/onwind.csv index f6b36e5d..3b09214b 100644 --- a/doc/configtables/onwind.csv +++ b/doc/configtables/onwind.csv @@ -2,7 +2,7 @@ cutout,--,"Should be a folder listed in the configuration ``atlite: cutouts:`` (e.g. 'europe-2013-era5') or reference an existing folder in the directory ``cutouts``. Source module must be ERA5.","Specifies the directory where the relevant weather data ist stored." resource,,, -- method,--,"Must be 'wind'","A superordinate technology type." --- turbine,--,"One of turbine types included in `atlite `__","Specifies the turbine type and its characteristic power curve." +-- turbine,--,"One of turbine types included in `atlite `_. Can be a string or a dictionary with years as keys which denote the year another turbine model becomes available.","Specifies the turbine type and its characteristic power curve." capacity_per_sqkm,:math:`MW/km^2`,float,"Allowable density of wind turbine placement." corine,,, -- grid_codes,--,"Any subset of the `CORINE Land Cover code list `_","Specifies areas according to CORINE Land Cover codes which are generally eligible for wind turbine placement." diff --git a/doc/configtables/solar.csv b/doc/configtables/solar.csv index 8328d342..18587694 100644 --- a/doc/configtables/solar.csv +++ b/doc/configtables/solar.csv @@ -2,7 +2,7 @@ cutout,--,"Should be a folder listed in the configuration ``atlite: cutouts:`` (e.g. 'europe-2013-era5') or reference an existing folder in the directory ``cutouts``. Source module can be ERA5 or SARAH-2.","Specifies the directory where the relevant weather data ist stored that is specified at ``atlite/cutouts`` configuration. Both ``sarah`` and ``era5`` work." resource,,, -- method,--,"Must be 'pv'","A superordinate technology type." --- panel,--,"One of {'Csi', 'CdTe', 'KANENA'} as defined in `atlite `__","Specifies the solar panel technology and its characteristic attributes." +-- panel,--,"One of {'Csi', 'CdTe', 'KANENA'} as defined in `atlite `_ . Can be a string or a dictionary with years as keys which denote the year another turbine model becomes available.","Specifies the solar panel technology and its characteristic attributes." -- orientation,,, -- -- slope,°,"Realistically any angle in [0., 90.]","Specifies the tilt angle (or slope) of the solar panel. A slope of zero corresponds to the face of the panel aiming directly overhead. A positive tilt angle steers the panel towards the equator." -- -- azimuth,°,"Any angle in [0., 360.]","Specifies the `azimuth `_ orientation of the solar panel. South corresponds to 180.°." diff --git a/doc/release_notes.rst b/doc/release_notes.rst index a3331748..6bf78fcd 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -71,6 +71,12 @@ Upcoming Release Energiewende (2021) `_. +* Added option to specify turbine and solar panel models for specific years as a + dictionary (e.g. ``renewable: onwind: resource: turbine:``). The years will be + interpreted as years from when the the corresponding turbine model substitutes + the previous model for new installations. This will only have an effect on + workflows with foresight "myopic" and still needs to be added foresight option + "perfect". PyPSA-Eur 0.9.0 (5th January 2024) ================================== diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index 5846dd9d..6b092638 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -261,7 +261,6 @@ rule build_renewable_profiles: params: snapshots={k: config["snapshots"][k] for k in ["start", "end", "inclusive"]}, renewable=config["renewable"], - foresight=config["foresight"], input: **opt, base_network=RESOURCES + "networks/base.nc", diff --git a/rules/solve_myopic.smk b/rules/solve_myopic.smk index a5f2b12b..49df9d1e 100644 --- a/rules/solve_myopic.smk +++ b/rules/solve_myopic.smk @@ -85,10 +85,13 @@ rule add_brownfield: H2_retrofit=config["sector"]["H2_retrofit"], H2_retrofit_capacity_per_CH4=config["sector"]["H2_retrofit_capacity_per_CH4"], threshold_capacity=config["existing_capacities"]["threshold_capacity"], + snapshots={k: config["snapshots"][k] for k in ["start", "end", "inclusive"]}, + carriers=config["electricity"]["renewable_carriers"], input: **{ f"profile_{tech}": RESOURCES + f"profile_{tech}.nc" for tech in config["electricity"]["renewable_carriers"] + if tech != "hydro" }, simplify_busmap=RESOURCES + "busmap_elec_s{simpl}.csv", cluster_busmap=RESOURCES + "busmap_elec_s{simpl}_{clusters}.csv", diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index 912b01ae..3b77c437 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -145,78 +145,53 @@ def disable_grid_expansion_if_LV_limit_hit(n): n.global_constraints.drop("lv_limit", inplace=True) -def adjust_renewable_profiles(n, input_profiles, config, year): +def adjust_renewable_profiles(n, input_profiles, params, year): """ - Adjusts renewable profiles according to the renewable technology specified. - - If the planning horizon is not available, the closest year is used - instead. + Adjusts renewable profiles according to the renewable technology specified, + using the latest year below or equal to the selected year. """ + # spatial clustering cluster_busmap = pd.read_csv(snakemake.input.cluster_busmap, index_col=0).squeeze() simplify_busmap = pd.read_csv( snakemake.input.simplify_busmap, index_col=0 ).squeeze() clustermaps = simplify_busmap.map(cluster_busmap) clustermaps.index = clustermaps.index.astype(str) - dr = pd.date_range(**config["snapshots"], freq="H") + + # temporal clustering + dr = pd.date_range(**params["snapshots"], freq="h") snapshotmaps = ( pd.Series(dr, index=dr).where(lambda x: x.isin(n.snapshots), pd.NA).ffill() ) - for carrier in config["electricity"]["renewable_carriers"]: - if carrier == "hydro": - continue - - clustermaps.index = clustermaps.index.astype(str) - dr = pd.date_range(**config["snapshots"], freq="H") - snapshotmaps = ( - pd.Series(dr, index=dr).where(lambda x: x.isin(n.snapshots), pd.NA).ffill() - ) - for carrier in config["electricity"]["renewable_carriers"]: + for carrier in params["carriers"]: if carrier == "hydro": continue with xr.open_dataset(getattr(input_profiles, "profile_" + carrier)) as ds: if ds.indexes["bus"].empty or "year" not in ds.indexes: continue - if year in ds.indexes["year"]: - p_max_pu = ( - ds["year_profiles"] - .sel(year=year) - .transpose("time", "bus") - .to_pandas() - ) - else: - available_previous_years = [ - available_year - for available_year in ds.indexes["year"] - if available_year < year - ] - available_following_years = [ - available_year - for available_year in ds.indexes["year"] - if available_year > year - ] - if available_previous_years: - closest_year = max(available_previous_years) - if available_following_years: - closest_year = min(available_following_years) - logging.warning( - f"Planning horizon {year} not in {carrier} profiles. Using closest year {closest_year} instead." - ) - p_max_pu = ( - ds["year_profiles"] - .sel(year=closest_year) - .transpose("time", "bus") - .to_pandas() - ) + + closest_year = max( + (y for y in ds.year.values if y <= year), default=min(ds.year.values) + ) + + p_max_pu = ( + ds["profile"] + .sel(year=closest_year) + .transpose("time", "bus") + .to_pandas() + ) + # spatial clustering - weight = ds["weight"].to_pandas() + weight = ds["weight"].sel(year=closest_year).to_pandas() weight = weight.groupby(clustermaps).transform(normed_or_uniform) p_max_pu = (p_max_pu * weight).T.groupby(clustermaps).sum().T p_max_pu.columns = p_max_pu.columns + f" {carrier}" + # temporal_clustering p_max_pu = p_max_pu.groupby(snapshotmaps).mean() + # replace renewable time series n.generators_t.p_max_pu.loc[:, p_max_pu.columns] = p_max_pu @@ -245,7 +220,7 @@ if __name__ == "__main__": n = pypsa.Network(snakemake.input.network) - adjust_renewable_profiles(n, snakemake.input, snakemake.config, year) + adjust_renewable_profiles(n, snakemake.input, snakemake.params, year) add_build_year_to_new_assets(n, year) diff --git a/scripts/add_electricity.py b/scripts/add_electricity.py index c9e5abca..431f1cfa 100755 --- a/scripts/add_electricity.py +++ b/scripts/add_electricity.py @@ -374,6 +374,10 @@ def attach_wind_and_solar( if ds.indexes["bus"].empty: continue + # if-statement for compatibility with old profiles + if "year" in ds.indexes: + ds = ds.sel(year=ds.year.min(), drop=True) + supcar = car.split("-", 2)[0] if supcar == "offwind": underwater_fraction = ds["underwater_fraction"].to_pandas() diff --git a/scripts/build_renewable_profiles.py b/scripts/build_renewable_profiles.py index 66c888e6..99b177a8 100644 --- a/scripts/build_renewable_profiles.py +++ b/scripts/build_renewable_profiles.py @@ -200,24 +200,20 @@ if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake - snakemake = mock_snakemake("build_renewable_profiles", technology="onwind") + snakemake = mock_snakemake("build_renewable_profiles", technology="offwind-dc") configure_logging(snakemake) nprocesses = int(snakemake.threads) noprogress = snakemake.config["run"].get("disable_progressbar", True) noprogress = noprogress or not snakemake.config["atlite"]["show_progress"] - year = snakemake.params.renewable["year"] - foresight = snakemake.params.foresight params = snakemake.params.renewable[snakemake.wildcards.technology] resource = params["resource"] # pv panel params / wind turbine params - year_dependent_techs = { - k: resource.get(k) - for k in ["panel", "turbine"] - if isinstance(resource.get(k), dict) - } - for key, techs in year_dependent_techs.items(): - resource[key] = resource[key][year] + tech = next(t for t in ["panel", "turbine"] if t in resource) + models = resource[tech] + if not isinstance(models, dict): + models = {0: models} + resource[tech] = models[next(iter(models))] correction_factor = params.get("correction_factor", 1.0) capacity_per_sqkm = params["capacity_per_sqkm"] @@ -334,45 +330,40 @@ if __name__ == "__main__": duration = time.time() - start logger.info(f"Completed average capacity factor calculation ({duration:2.2f}s)") - logger.info("Calculate weighted capacity factor time series...") - start = time.time() + profiles = [] + capacities = [] + for year, model in models.items(): - profile, capacities = func( - matrix=availability.stack(spatial=["y", "x"]), - layout=layout, - index=buses, - per_unit=True, - return_capacity=True, - **resource, - ) + logger.info( + f"Calculate weighted capacity factor time series for model {model}..." + ) + start = time.time() - if year_dependent_techs and foresight != "overnight": - for key, techs in year_dependent_techs.items(): - year_profiles = list() - tech_profiles = dict() - tech_profiles[resource[key]] = profile - for year, tech in techs.items(): - resource[key] = tech - if tech not in tech_profiles: - tech_profiles[tech] = func( - matrix=availability.stack(spatial=["y", "x"]), - layout=layout, - index=buses, - per_unit=True, - return_capacity=False, - **resource, - ) - year_profile = tech_profiles[tech] - year_profile = year_profile.expand_dims({"year": [year]}).rename( - "year_profiles" - ) - year_profiles.append(year_profile) - year_profiles = xr.merge(year_profiles) + resource[tech] = model - duration = time.time() - start - logger.info( - f"Completed weighted capacity factor time series calculation ({duration:2.2f}s)" - ) + profile, capacity = func( + matrix=availability.stack(spatial=["y", "x"]), + layout=layout, + index=buses, + per_unit=True, + return_capacity=True, + **resource, + ) + + dim = {"year": [year]} + profile = profile.expand_dims(dim) + capacity = capacity.expand_dims(dim) + + profiles.append(profile.rename("profile")) + capacities.append(capacity.rename("weight")) + + duration = time.time() - start + logger.info( + f"Completed weighted capacity factor time series calculation for model {model} ({duration:2.2f}s)" + ) + + profiles = xr.merge(profiles) + capacities = xr.merge(capacities) logger.info("Calculating maximal capacity per bus") p_nom_max = capacity_per_sqkm * availability @ area @@ -399,17 +390,14 @@ if __name__ == "__main__": ds = xr.merge( [ - (correction_factor * profile).rename("profile"), - capacities.rename("weight"), + correction_factor * profiles, + capacities, p_nom_max.rename("p_nom_max"), potential.rename("potential"), average_distance.rename("average_distance"), ] ) - if year_dependent_techs: - ds = xr.merge([ds, year_profiles * correction_factor]) - if snakemake.wildcards.technology.startswith("offwind"): logger.info("Calculate underwater fraction of connections.") offshore_shape = gpd.read_file(snakemake.input["offshore_shapes"]).unary_union @@ -425,7 +413,7 @@ if __name__ == "__main__": # select only buses with some capacity and minimal capacity factor ds = ds.sel( bus=( - (ds["profile"].mean("time") > params.get("min_p_max_pu", 0.0)) + (ds["profile"].mean("time").max("year") > params.get("min_p_max_pu", 0.0)) & (ds["p_nom_max"] > params.get("min_p_nom_max", 0.0)) ) ) @@ -433,9 +421,6 @@ if __name__ == "__main__": if "clip_p_max_pu" in params: min_p_max_pu = params["clip_p_max_pu"] ds["profile"] = ds["profile"].where(ds["profile"] >= min_p_max_pu, 0) - ds["year_profiles"] = ds["year_profiles"].where( - ds["year_profiles"] >= min_p_max_pu, 0 - ) ds.to_netcdf(snakemake.output.profile) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 03cba48b..59184b79 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -421,6 +421,11 @@ def update_wind_solar_costs(n, costs): tech = "offwind-" + connection profile = snakemake.input["profile_offwind_" + connection] with xr.open_dataset(profile) as ds: + + # if-statement for compatibility with old profiles + if "year" in ds.indexes: + ds = ds.sel(year=ds.year.min(), drop=True) + underwater_fraction = ds["underwater_fraction"].to_pandas() connection_cost = ( snakemake.params.length_factor From 76872fa0f1547bc0b7de9592ce5c77060959c687 Mon Sep 17 00:00:00 2001 From: Fabian Date: Mon, 5 Feb 2024 16:16:34 +0100 Subject: [PATCH 584/608] add sanitize_locations function and apply it address some deprecation warnings --- config/test/config.perfect.yaml | 2 +- scripts/add_electricity.py | 9 +++++++++ scripts/add_extra_components.py | 8 ++++---- scripts/make_summary.py | 12 +++++++++--- scripts/make_summary_perfect.py | 24 ++++++++++++++++-------- scripts/plot_hydrogen_network.py | 4 +++- scripts/prepare_perfect_foresight.py | 2 +- scripts/prepare_sector_network.py | 16 ++++++++++++++-- 8 files changed, 57 insertions(+), 20 deletions(-) diff --git a/config/test/config.perfect.yaml b/config/test/config.perfect.yaml index 6eb9113e..2e716066 100644 --- a/config/test/config.perfect.yaml +++ b/config/test/config.perfect.yaml @@ -18,7 +18,7 @@ scenario: clusters: - 5 sector_opts: - - 8760H-T-H-B-I-A-dist1 + - 8760h-T-H-B-I-A-dist1 planning_horizons: - 2030 - 2040 diff --git a/scripts/add_electricity.py b/scripts/add_electricity.py index 6c63abda..d67e2fa2 100755 --- a/scripts/add_electricity.py +++ b/scripts/add_electricity.py @@ -178,6 +178,15 @@ def sanitize_carriers(n, config): n.carriers["color"] = n.carriers.color.where(n.carriers.color != "", colors) +def sanitize_locations(n): + n.buses["x"] = n.buses.x.where(n.buses.x != 0, n.buses.location.map(n.buses.x)) + n.buses["y"] = n.buses.y.where(n.buses.y != 0, n.buses.location.map(n.buses.y)) + n.buses["country"] = n.buses.country.where( + n.buses.country.ne("") & n.buses.country.notnull(), + n.buses.location.map(n.buses.country), + ) + + def add_co2_emissions(n, costs, carriers): """ Add CO2 emissions to the network's carriers attribute. diff --git a/scripts/add_extra_components.py b/scripts/add_extra_components.py index e00e1e5f..731e36be 100644 --- a/scripts/add_extra_components.py +++ b/scripts/add_extra_components.py @@ -56,7 +56,7 @@ import numpy as np import pandas as pd import pypsa from _helpers import configure_logging -from add_electricity import load_costs, sanitize_carriers +from add_electricity import load_costs, sanitize_carriers, sanitize_locations idx = pd.IndexSlice @@ -100,10 +100,9 @@ def attach_stores(n, costs, extendable_carriers): n.madd("Carrier", carriers) buses_i = n.buses.index - bus_sub_dict = {k: n.buses[k].values for k in ["x", "y", "country"]} if "H2" in carriers: - h2_buses_i = n.madd("Bus", buses_i + " H2", carrier="H2", **bus_sub_dict) + h2_buses_i = n.madd("Bus", buses_i + " H2", carrier="H2", location=buses_i) n.madd( "Store", @@ -143,7 +142,7 @@ def attach_stores(n, costs, extendable_carriers): if "battery" in carriers: b_buses_i = n.madd( - "Bus", buses_i + " battery", carrier="battery", **bus_sub_dict + "Bus", buses_i + " battery", carrier="battery", location=buses_i ) n.madd( @@ -246,6 +245,7 @@ if __name__ == "__main__": attach_hydrogen_pipelines(n, costs, extendable_carriers) sanitize_carriers(n, snakemake.config) + sanitize_locations(n) n.meta = dict(snakemake.config, **dict(wildcards=dict(snakemake.wildcards))) n.export_to_netcdf(snakemake.output[0]) diff --git a/scripts/make_summary.py b/scripts/make_summary.py index 0fab5367..76d8099c 100644 --- a/scripts/make_summary.py +++ b/scripts/make_summary.py @@ -507,7 +507,7 @@ def calculate_weighted_prices(n, label, weighted_prices): if carrier in ["H2", "gas"]: load = pd.DataFrame(index=n.snapshots, columns=buses, data=0.0) else: - load = n.loads_t.p_set[buses] + load = n.loads_t.p_set[buses.intersection(n.loads.index)] for tech in value: names = n.links.index[n.links.index.to_series().str[-len(tech) :] == tech] @@ -560,7 +560,10 @@ def calculate_market_values(n, label, market_values): ) revenue = dispatch * n.buses_t.marginal_price[buses] - market_values.at[tech, label] = revenue.sum().sum() / dispatch.sum().sum() + if total_dispatch := dispatch.sum().sum(): + market_values.at[tech, label] = revenue.sum().sum() / total_dispatch + else: + market_values.at[tech, label] = np.nan ## Now do market value of links ## @@ -583,7 +586,10 @@ def calculate_market_values(n, label, market_values): revenue = dispatch * n.buses_t.marginal_price[buses] - market_values.at[tech, label] = revenue.sum().sum() / dispatch.sum().sum() + if total_dispatch := dispatch.sum().sum(): + market_values.at[tech, label] = revenue.sum().sum() / total_dispatch + else: + market_values.at[tech, label] = np.nan return market_values diff --git a/scripts/make_summary_perfect.py b/scripts/make_summary_perfect.py index 555e5da5..d401b28e 100644 --- a/scripts/make_summary_perfect.py +++ b/scripts/make_summary_perfect.py @@ -265,7 +265,7 @@ def calculate_energy(n, label, energy): totals[no_bus] = float( n.component_attrs[c.name].loc["p" + port, "default"] ) - c_energies -= totals.groupby(c.df.carrier, axis=1).sum() + c_energies -= totals.T.groupby(c.df.carrier).sum().T c_energies = pd.concat([c_energies.T], keys=[c.list_name]) @@ -376,9 +376,8 @@ def calculate_supply_energy(n, label, supply_energy): .groupby(level=0) .sum() .multiply(c.df.loc[items, "sign"]) - .groupby(c.df.loc[items, "carrier"], axis=1) + .T.groupby(c.df.loc[items, "carrier"]) .sum() - .T ) s = pd.concat([s], keys=[c.list_name]) s = pd.concat([s], keys=[i]) @@ -525,9 +524,12 @@ def calculate_weighted_prices(n, label, weighted_prices): # stores[stores > 0.] = 0. # load += -stores - weighted_prices.loc[carrier, label] = ( - load * n.buses_t.marginal_price[buses] - ).sum().sum() / load.sum().sum() + if total_load := load.sum().sum(): + weighted_prices.loc[carrier, label] = ( + load * n.buses_t.marginal_price[buses] + ).sum().sum() / total_load + else: + weighted_prices.loc[carrier, label] = np.nan if carrier[:5] == "space": print(load * n.buses_t.marginal_price[buses]) @@ -562,7 +564,10 @@ def calculate_market_values(n, label, market_values): revenue = dispatch * n.buses_t.marginal_price[buses] - market_values.at[tech, label] = revenue.sum().sum() / dispatch.sum().sum() + if total_dispatch := dispatch.sum().sum(): + market_values.at[tech, label] = revenue.sum().sum() / total_dispatch + else: + market_values.at[tech, label] = np.nan ## Now do market value of links ## @@ -585,7 +590,10 @@ def calculate_market_values(n, label, market_values): revenue = dispatch * n.buses_t.marginal_price[buses] - market_values.at[tech, label] = revenue.sum().sum() / dispatch.sum().sum() + if total_dispatch := dispatch.sum().sum(): + market_values.at[tech, label] = revenue.sum().sum() / total_dispatch + else: + market_values.at[tech, label] = np.nan return market_values diff --git a/scripts/plot_hydrogen_network.py b/scripts/plot_hydrogen_network.py index a1183311..95741170 100644 --- a/scripts/plot_hydrogen_network.py +++ b/scripts/plot_hydrogen_network.py @@ -36,7 +36,9 @@ def group_pipes(df, drop_direction=False): lambda x: f"H2 pipeline {x.bus0.replace(' H2', '')} -> {x.bus1.replace(' H2', '')}", axis=1, ) - return df.groupby(level=0).agg({"p_nom_opt": sum, "bus0": "first", "bus1": "first"}) + return df.groupby(level=0).agg( + {"p_nom_opt": "sum", "bus0": "first", "bus1": "first"} + ) def plot_h2_map(n, regions): diff --git a/scripts/prepare_perfect_foresight.py b/scripts/prepare_perfect_foresight.py index 278472f6..3d72cd8c 100644 --- a/scripts/prepare_perfect_foresight.py +++ b/scripts/prepare_perfect_foresight.py @@ -221,7 +221,7 @@ def concat_networks(years): # set investment periods n.investment_periods = n.snapshots.levels[0] # weighting of the investment period -> assuming last period same weighting as the period before - time_w = n.investment_periods.to_series().diff().shift(-1).fillna(method="ffill") + time_w = n.investment_periods.to_series().diff().shift(-1).ffill() n.investment_period_weightings["years"] = time_w # set objective weightings objective_w = get_investment_weighting( diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index f7e91605..5abd2ce6 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -19,7 +19,7 @@ import pandas as pd import pypsa import xarray as xr from _helpers import update_config_with_sector_opts -from add_electricity import calculate_annuity, sanitize_carriers +from add_electricity import calculate_annuity, sanitize_carriers, sanitize_locations from build_energy_totals import build_co2_totals, build_eea_co2, build_eurostat_co2 from networkx.algorithms import complement from networkx.algorithms.connectivity.edge_augmentation import k_edge_augmentation @@ -546,6 +546,14 @@ def patch_electricity_network(n): n.loads_t.p_set.rename(lambda x: x.strip(), axis=1, inplace=True) +def add_eu_bus(n, x=-5.5, y=46): + """ + Add EU bus to the network. + """ + n.add("Bus", "EU", location="EU", x=x, y=y, carrier="none") + n.add("Carrier", "none") + + def add_co2_tracking(n, costs, options): # minus sign because opposite to how fossil fuels used: # CH4 burning puts CH4 down, atmosphere up @@ -1005,6 +1013,7 @@ def insert_electricity_distribution_grid(n, costs): "Store", nodes + " home battery", bus=nodes + " home battery", + location=nodes, e_cyclic=True, e_nom_extendable=True, carrier="home battery", @@ -3527,8 +3536,8 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): rev_links["reversed"] = True rev_links.index = rev_links.index.map(lambda x: x + "-reversed") + n.links["reversed"] = False n.links = pd.concat([n.links, rev_links], sort=False) - n.links["reversed"] = n.links["reversed"].fillna(False) n.links["length_original"] = n.links["length_original"].fillna(n.links.length) # do compression losses after concatenation to take electricity consumption at bus0 in either direction @@ -3594,6 +3603,8 @@ if __name__ == "__main__": for carrier in conventional: add_carrier_buses(n, carrier) + add_eu_bus(n) + add_co2_tracking(n, costs, options) add_generation(n, costs) @@ -3733,5 +3744,6 @@ if __name__ == "__main__": n.meta = dict(snakemake.config, **dict(wildcards=dict(snakemake.wildcards))) sanitize_carriers(n, snakemake.config) + sanitize_locations(n) n.export_to_netcdf(snakemake.output[0]) From 32451f6ca8e45ca6f3c292f29c324104499e9276 Mon Sep 17 00:00:00 2001 From: Fabian Hofmann Date: Mon, 5 Feb 2024 19:13:42 +0100 Subject: [PATCH 585/608] Update scripts/prepare_sector_network.py Co-authored-by: Fabian Neumann --- scripts/prepare_sector_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 5abd2ce6..8eb38d69 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3536,8 +3536,8 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): rev_links["reversed"] = True rev_links.index = rev_links.index.map(lambda x: x + "-reversed") - n.links["reversed"] = False n.links = pd.concat([n.links, rev_links], sort=False) + n.links["reversed"] = n.links["reversed"].fillna(False) n.links["length_original"] = n.links["length_original"].fillna(n.links.length) # do compression losses after concatenation to take electricity consumption at bus0 in either direction From 2a01ed3d48f75b03e0ed0193304fa810e81b84a7 Mon Sep 17 00:00:00 2001 From: Fabian Date: Mon, 5 Feb 2024 19:15:55 +0100 Subject: [PATCH 586/608] prepare_sector: add description of eu bus --- scripts/prepare_sector_network.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 8eb38d69..4948d451 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -549,6 +549,9 @@ def patch_electricity_network(n): def add_eu_bus(n, x=-5.5, y=46): """ Add EU bus to the network. + + This cosmetic bus serves as a reference point for the location of + the EU buses in the plots and summaries. """ n.add("Bus", "EU", location="EU", x=x, y=y, carrier="none") n.add("Carrier", "none") From 0553108e3d2e722d13e91cac65b7f823b81dc1cd Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 5 Feb 2024 18:23:30 +0000 Subject: [PATCH 587/608] [pre-commit.ci] pre-commit autoupdate MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit updates: - [github.com/snakemake/snakefmt: v0.9.0 → v0.10.0](https://github.com/snakemake/snakefmt/compare/v0.9.0...v0.10.0) --- .pre-commit-config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index d90f5cb9..5c41e781 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -74,7 +74,7 @@ repos: # Format Snakemake rule / workflow files - repo: https://github.com/snakemake/snakefmt - rev: v0.9.0 + rev: v0.10.0 hooks: - id: snakefmt From 39890630efc3bc1b2356ef274faf9fbebf92ce82 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 5 Feb 2024 18:23:48 +0000 Subject: [PATCH 588/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/build_electricity.smk | 16 +++++++----- rules/build_sector.smk | 49 +++++++++++++++++++++---------------- rules/collect.smk | 14 +++++------ rules/postprocess.smk | 40 +++++++++++++++++------------- rules/retrieve.smk | 8 +++--- 5 files changed, 73 insertions(+), 54 deletions(-) diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index 6b092638..89f4f736 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -401,18 +401,22 @@ rule add_electricity: if str(fn).startswith("data/") }, base_network=RESOURCES + "networks/base.nc", - line_rating=RESOURCES + "networks/line_rating.nc" - if config["lines"]["dynamic_line_rating"]["activate"] - else RESOURCES + "networks/base.nc", + line_rating=( + RESOURCES + "networks/line_rating.nc" + if config["lines"]["dynamic_line_rating"]["activate"] + else RESOURCES + "networks/base.nc" + ), tech_costs=COSTS, regions=RESOURCES + "regions_onshore.geojson", powerplants=RESOURCES + "powerplants.csv", hydro_capacities=ancient("data/bundle/hydro_capacities.csv"), geth_hydro_capacities="data/geth2015_hydro_capacities.csv", unit_commitment="data/unit_commitment.csv", - fuel_price=RESOURCES + "monthly_fuel_price.csv" - if config["conventional"]["dynamic_fuel_price"] - else [], + fuel_price=( + RESOURCES + "monthly_fuel_price.csv" + if config["conventional"]["dynamic_fuel_price"] + else [] + ), load=RESOURCES + "load.csv", nuts3_shapes=RESOURCES + "nuts3_shapes.geojson", ua_md_gdp="data/GDP_PPP_30arcsec_v3_mapped_default.csv", diff --git a/rules/build_sector.smk b/rules/build_sector.smk index a8f419c3..c25c8673 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -797,15 +797,19 @@ rule prepare_sector_network: dsm_profile=RESOURCES + "dsm_profile_s{simpl}_{clusters}.csv", co2_totals_name=RESOURCES + "co2_totals.csv", co2="data/bundle-sector/eea/UNFCCC_v23.csv", - biomass_potentials=RESOURCES - + "biomass_potentials_s{simpl}_{clusters}_" - + "{}.csv".format(config["biomass"]["year"]) - if config["foresight"] == "overnight" - else RESOURCES - + "biomass_potentials_s{simpl}_{clusters}_{planning_horizons}.csv", - costs="data/costs_{}.csv".format(config["costs"]["year"]) - if config["foresight"] == "overnight" - else "data/costs_{planning_horizons}.csv", + biomass_potentials=( + RESOURCES + + "biomass_potentials_s{simpl}_{clusters}_" + + "{}.csv".format(config["biomass"]["year"]) + if config["foresight"] == "overnight" + else RESOURCES + + "biomass_potentials_s{simpl}_{clusters}_{planning_horizons}.csv" + ), + costs=( + "data/costs_{}.csv".format(config["costs"]["year"]) + if config["foresight"] == "overnight" + else "data/costs_{planning_horizons}.csv" + ), profile_offwind_ac=RESOURCES + "profile_offwind-ac.nc", profile_offwind_dc=RESOURCES + "profile_offwind-dc.nc", h2_cavern=RESOURCES + "salt_cavern_potentials_s{simpl}_{clusters}.csv", @@ -831,18 +835,21 @@ rule prepare_sector_network: cop_air_total=RESOURCES + "cop_air_total_elec_s{simpl}_{clusters}.nc", cop_air_rural=RESOURCES + "cop_air_rural_elec_s{simpl}_{clusters}.nc", cop_air_urban=RESOURCES + "cop_air_urban_elec_s{simpl}_{clusters}.nc", - solar_thermal_total=RESOURCES - + "solar_thermal_total_elec_s{simpl}_{clusters}.nc" - if config["sector"]["solar_thermal"] - else [], - solar_thermal_urban=RESOURCES - + "solar_thermal_urban_elec_s{simpl}_{clusters}.nc" - if config["sector"]["solar_thermal"] - else [], - solar_thermal_rural=RESOURCES - + "solar_thermal_rural_elec_s{simpl}_{clusters}.nc" - if config["sector"]["solar_thermal"] - else [], + solar_thermal_total=( + RESOURCES + "solar_thermal_total_elec_s{simpl}_{clusters}.nc" + if config["sector"]["solar_thermal"] + else [] + ), + solar_thermal_urban=( + RESOURCES + "solar_thermal_urban_elec_s{simpl}_{clusters}.nc" + if config["sector"]["solar_thermal"] + else [] + ), + solar_thermal_rural=( + RESOURCES + "solar_thermal_rural_elec_s{simpl}_{clusters}.nc" + if config["sector"]["solar_thermal"] + else [] + ), output: RESULTS + "prenetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", diff --git a/rules/collect.smk b/rules/collect.smk index 1d977da1..dc0a94cc 100644 --- a/rules/collect.smk +++ b/rules/collect.smk @@ -29,7 +29,7 @@ rule prepare_elec_networks: input: expand( RESOURCES + "networks/elec_s{simpl}_{clusters}_ec_l{ll}_{opts}.nc", - **config["scenario"] + **config["scenario"], ), @@ -38,7 +38,7 @@ rule prepare_sector_networks: expand( RESULTS + "prenetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", - **config["scenario"] + **config["scenario"], ), @@ -46,7 +46,7 @@ rule solve_elec_networks: input: expand( RESULTS + "networks/elec_s{simpl}_{clusters}_ec_l{ll}_{opts}.nc", - **config["scenario"] + **config["scenario"], ), @@ -55,7 +55,7 @@ rule solve_sector_networks: expand( RESULTS + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", - **config["scenario"] + **config["scenario"], ), @@ -64,7 +64,7 @@ rule solve_sector_networks_perfect: expand( RESULTS + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years.nc", - **config["scenario"] + **config["scenario"], ), @@ -73,11 +73,11 @@ rule validate_elec_networks: expand( RESULTS + "figures/.statistics_plots_elec_s{simpl}_{clusters}_ec_l{ll}_{opts}", - **config["scenario"] + **config["scenario"], ), expand( RESULTS + "figures/.validation_{kind}_plots_elec_s{simpl}_{clusters}_ec_l{ll}_{opts}", **config["scenario"], - kind=["production", "prices", "cross_border"] + kind=["production", "prices", "cross_border"], ), diff --git a/rules/postprocess.smk b/rules/postprocess.smk index 3045d0da..2e90d233 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -153,38 +153,44 @@ rule make_summary: input: expand( RESULTS + "maps/power-network-s{simpl}-{clusters}.pdf", - **config["scenario"] + **config["scenario"], ), networks=expand( RESULTS + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", - **config["scenario"] + **config["scenario"], + ), + costs=( + "data/costs_{}.csv".format(config["costs"]["year"]) + if config["foresight"] == "overnight" + else "data/costs_{}.csv".format(config["scenario"]["planning_horizons"][0]) ), - costs="data/costs_{}.csv".format(config["costs"]["year"]) - if config["foresight"] == "overnight" - else "data/costs_{}.csv".format(config["scenario"]["planning_horizons"][0]), ac_plot=expand( RESULTS + "maps/power-network-s{simpl}-{clusters}.pdf", - **config["scenario"] + **config["scenario"], ), costs_plot=expand( RESULTS + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-costs-all_{planning_horizons}.pdf", - **config["scenario"] + **config["scenario"], ), h2_plot=expand( - RESULTS - + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-h2_network_{planning_horizons}.pdf" - if config["sector"]["H2_network"] - else [], - **config["scenario"] + ( + RESULTS + + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-h2_network_{planning_horizons}.pdf" + if config["sector"]["H2_network"] + else [] + ), + **config["scenario"], ), ch4_plot=expand( - RESULTS - + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-ch4_network_{planning_horizons}.pdf" - if config["sector"]["gas_network"] - else [], - **config["scenario"] + ( + RESULTS + + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-ch4_network_{planning_horizons}.pdf" + if config["sector"]["gas_network"] + else [] + ), + **config["scenario"], ), output: nodal_costs=RESULTS + "csvs/nodal_costs.csv", diff --git a/rules/retrieve.smk b/rules/retrieve.smk index 05bbefd8..2980583f 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -191,9 +191,11 @@ if config["enable"]["retrieve"]: input: HTTP.remote( "data.open-power-system-data.org/time_series/{version}/time_series_60min_singleindex.csv".format( - version="2019-06-05" - if config["snapshots"]["end"] < "2019" - else "2020-10-06" + version=( + "2019-06-05" + if config["snapshots"]["end"] < "2019" + else "2020-10-06" + ) ), keep_local=True, static=True, From 7fbb6051340eaf038133a7058f3ea7c43d1daf69 Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Fri, 2 Feb 2024 10:41:05 +0000 Subject: [PATCH 589/608] Address FutureWarnings in `make_summary_perfect` related to groupby --- scripts/make_summary_perfect.py | 30 +++++++++++------------------- 1 file changed, 11 insertions(+), 19 deletions(-) diff --git a/scripts/make_summary_perfect.py b/scripts/make_summary_perfect.py index d401b28e..d68ac628 100644 --- a/scripts/make_summary_perfect.py +++ b/scripts/make_summary_perfect.py @@ -246,8 +246,9 @@ def calculate_energy(n, label, energy): .groupby(level=0) .sum() .multiply(c.df.sign) - .groupby(c.df.carrier, axis=1) + .T.groupby(c.df.carrier) .sum() + .T ) else: c_energies = pd.DataFrame( @@ -394,16 +395,9 @@ def calculate_supply_energy(n, label, supply_energy): if len(items) == 0: continue - s = ( - (-1) - * c.pnl["p" + end] - .reindex(items, axis=1) - .multiply(n.snapshot_weightings.objective, axis=0) - .groupby(level=0) - .sum() - .groupby(c.df.loc[items, "carrier"], axis=1) - .sum() - ).T + s = (-1) * c.pnl["p" + end].reindex(items, axis=1).multiply( + n.snapshot_weightings.objective, axis=0 + ).groupby(level=0).sum().T.groupby(c.df.loc[items, "carrier"]).sum() s.index = s.index + end s = pd.concat([s], keys=[c.list_name]) s = pd.concat([s], keys=[i]) @@ -514,9 +508,7 @@ def calculate_weighted_prices(n, label, weighted_prices): if names.empty: continue - load += ( - n.links_t.p0[names].groupby(n.links.loc[names, "bus0"], axis=1).sum() - ) + load += n.links_t.p0[names].T.groupby(n.links.loc[names, "bus0"]).sum() # Add H2 Store when charging # if carrier == "H2": @@ -557,9 +549,9 @@ def calculate_market_values(n, label, market_values): dispatch = ( n.generators_t.p[gens] - .groupby(n.generators.loc[gens, "bus"], axis=1) + .T.groupby(n.generators.loc[gens, "bus"]) .sum() - .reindex(columns=buses, fill_value=0.0) + .T.reindex(columns=buses, fill_value=0.0) ) revenue = dispatch * n.buses_t.marginal_price[buses] @@ -583,9 +575,9 @@ def calculate_market_values(n, label, market_values): dispatch = ( n.links_t["p" + i][links] - .groupby(n.links.loc[links, "bus" + i], axis=1) + .T.groupby(n.links.loc[links, "bus" + i]) .sum() - .reindex(columns=buses, fill_value=0.0) + .T.reindex(columns=buses, fill_value=0.0) ) revenue = dispatch * n.buses_t.marginal_price[buses] @@ -652,7 +644,7 @@ def calculate_co2_emissions(n, label, df): emitted = n.generators_t.p[gens.index].mul(em_pu) emitted_grouped = ( - emitted.groupby(level=0).sum().groupby(n.generators.carrier, axis=1).sum().T + emitted.groupby(level=0).sum().T.groupby(n.generators.carrier).sum().T ) df = df.reindex(emitted_grouped.index.union(df.index)) From 73b80ebab38cf275d3410fb5918e37061df452e4 Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Tue, 6 Feb 2024 09:39:11 +0000 Subject: [PATCH 590/608] Address pandas deprecation warnings in `prepare_perfect_foresight` --- scripts/prepare_perfect_foresight.py | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/scripts/prepare_perfect_foresight.py b/scripts/prepare_perfect_foresight.py index 3d72cd8c..467682a9 100644 --- a/scripts/prepare_perfect_foresight.py +++ b/scripts/prepare_perfect_foresight.py @@ -56,7 +56,9 @@ def get_investment_weighting(time_weighting, r=0.01): end = time_weighting.cumsum() start = time_weighting.cumsum().shift().fillna(0) return pd.concat([start, end], axis=1).apply( - lambda x: sum(get_social_discount(t, r) for t in range(int(x[0]), int(x[1]))), + lambda x: sum( + get_social_discount(t, r) for t in range(int(x.iloc[0]), int(x.iloc[1])) + ), axis=1, ) @@ -188,7 +190,7 @@ def concat_networks(years): pnl = getattr(n, component.list_name + "_t") for k in iterkeys(component.pnl): pnl_year = component.pnl[k].copy().reindex(snapshots, level=1) - if pnl_year.empty and ~(component.name == "Load" and k == "p_set"): + if pnl_year.empty and (not (component.name == "Load" and k == "p_set")): continue if component.name == "Load": static_load = network.loads.loc[network.loads.p_set != 0] @@ -398,7 +400,7 @@ def add_H2_boilers(n): c = "Link" logger.info("Add H2 boilers.") # existing gas boilers - mask = n.links.carrier.str.contains("gas boiler") & ~n.links.p_nom_extendable + mask = n.links.carrier.str.contains("gas boiler") & (not n.links.p_nom_extendable) gas_i = n.links[mask].index df = n.links.loc[gas_i] # adjust bus 0 From 1f482f3c9259fcfab94280a85bf38fcea9609562 Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Tue, 6 Feb 2024 11:45:20 +0100 Subject: [PATCH 591/608] Revert mistaken deprecation "fix" --- scripts/prepare_perfect_foresight.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/prepare_perfect_foresight.py b/scripts/prepare_perfect_foresight.py index 467682a9..cf013577 100644 --- a/scripts/prepare_perfect_foresight.py +++ b/scripts/prepare_perfect_foresight.py @@ -400,7 +400,7 @@ def add_H2_boilers(n): c = "Link" logger.info("Add H2 boilers.") # existing gas boilers - mask = n.links.carrier.str.contains("gas boiler") & (not n.links.p_nom_extendable) + mask = n.links.carrier.str.contains("gas boiler") & ~n.links.p_nom_extendable gas_i = n.links[mask].index df = n.links.loc[gas_i] # adjust bus 0 From 3e6394b23c3e5361eb8e97bf5ce4e8d62727a666 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 6 Feb 2024 13:55:27 +0100 Subject: [PATCH 592/608] revert to previous offshore wind turbine models --- config/config.default.yaml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index bc420b36..5afc6f8e 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -187,7 +187,7 @@ renewable: cutout: europe-2013-era5 resource: method: wind - turbine: NREL_ReferenceTurbine_5MW_offshore + turbine: NREL_ReferenceTurbine_2020ATB_5.5MW add_cutout_windspeed: true capacity_per_sqkm: 2 correction_factor: 0.8855 @@ -203,7 +203,7 @@ renewable: cutout: europe-2013-era5 resource: method: wind - turbine: Vestas_V164_7MW_offshore + turbine: NREL_ReferenceTurbine_2020ATB_5.5MW add_cutout_windspeed: true capacity_per_sqkm: 2 correction_factor: 0.8855 From ba409c2f1e1943c57ddc3b63460cd21ba2cd308c Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 6 Feb 2024 13:55:51 +0100 Subject: [PATCH 593/608] backwards compatibility with old profile_{tech}.nc files --- scripts/build_renewable_profiles.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/scripts/build_renewable_profiles.py b/scripts/build_renewable_profiles.py index 99b177a8..a24045a8 100644 --- a/scripts/build_renewable_profiles.py +++ b/scripts/build_renewable_profiles.py @@ -411,9 +411,13 @@ if __name__ == "__main__": ds["underwater_fraction"] = xr.DataArray(underwater_fraction, [buses]) # select only buses with some capacity and minimal capacity factor + mean_profile = ds["profile"].mean("time") + if "year" in ds.indexes: + mean_profile.max("year") + ds = ds.sel( bus=( - (ds["profile"].mean("time").max("year") > params.get("min_p_max_pu", 0.0)) + (mean_profile > params.get("min_p_max_pu", 0.0)) & (ds["p_nom_max"] > params.get("min_p_nom_max", 0.0)) ) ) From c8e18298803fa9c2dd838008902fa6f41b5857d0 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 6 Feb 2024 18:38:53 +0100 Subject: [PATCH 594/608] fix to backwards compatibility with old profile_{tech}.nc files --- scripts/build_renewable_profiles.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_renewable_profiles.py b/scripts/build_renewable_profiles.py index a24045a8..a075450d 100644 --- a/scripts/build_renewable_profiles.py +++ b/scripts/build_renewable_profiles.py @@ -413,7 +413,7 @@ if __name__ == "__main__": # select only buses with some capacity and minimal capacity factor mean_profile = ds["profile"].mean("time") if "year" in ds.indexes: - mean_profile.max("year") + mean_profile = mean_profile.max("year") ds = ds.sel( bus=( From 823765b353991918cbd7e0bd6432b210b1e146f2 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 7 Feb 2024 09:52:30 +0100 Subject: [PATCH 595/608] update technology-data to 0.7.0 by default --- config/config.default.yaml | 2 +- doc/release_notes.rst | 2 ++ 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 5afc6f8e..b13bed4e 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -650,7 +650,7 @@ industry: # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#costs costs: year: 2030 - version: v0.6.2 + version: v0.7.0 rooftop_share: 0.14 # based on the potentials, assuming (0.1 kW/m2 and 10 m2/person) social_discountrate: 0.02 fill_values: diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 976d727e..bf9860c6 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,8 @@ Release Notes Upcoming Release ================ +* Upgrade techno-economic assumptions to ``technology-data`` v0.7.0. + * Bugfix: Correct technology keys for the electricity production plotting to work out the box. * New configuration option ``everywhere_powerplants`` to build conventional powerplants everywhere, irrespective of existing powerplants locations, in the network (https://github.com/PyPSA/pypsa-eur/pull/850). From c3d3b5f415342d526a3283f9bf422604c9f89b0b Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Wed, 7 Feb 2024 10:55:44 +0100 Subject: [PATCH 596/608] Fixes to `calculated_weighted_prices` --- scripts/make_summary_perfect.py | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/scripts/make_summary_perfect.py b/scripts/make_summary_perfect.py index d68ac628..064db454 100644 --- a/scripts/make_summary_perfect.py +++ b/scripts/make_summary_perfect.py @@ -492,7 +492,7 @@ def calculate_weighted_prices(n, label, weighted_prices): else: suffix = " " + carrier - buses = n.buses.index[n.buses.index.str[2:] == suffix] + buses = n.buses.index[n.buses.index.str[5:] == suffix] if buses.empty: continue @@ -503,12 +503,14 @@ def calculate_weighted_prices(n, label, weighted_prices): else n.loads_t.p_set.reindex(buses, axis=1) ) for tech in value: - names = n.links.index[n.links.index.to_series().str[-len(tech) :] == tech] + names = n.links.index[ + n.links.index.to_series().str[-len(tech) - 5 : -5] == tech + ] if names.empty: continue - load += n.links_t.p0[names].T.groupby(n.links.loc[names, "bus0"]).sum() + load += n.links_t.p0[names].T.groupby(n.links.loc[names, "bus0"]).sum().T # Add H2 Store when charging # if carrier == "H2": @@ -644,7 +646,7 @@ def calculate_co2_emissions(n, label, df): emitted = n.generators_t.p[gens.index].mul(em_pu) emitted_grouped = ( - emitted.groupby(level=0).sum().T.groupby(n.generators.carrier).sum().T + emitted.groupby(level=0).sum().T.groupby(n.generators.carrier).sum() ) df = df.reindex(emitted_grouped.index.union(df.index)) From bf073000108e37e9b948185dcb84321c4fe1bcaf Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 7 Feb 2024 11:03:48 +0100 Subject: [PATCH 597/608] add_electricity: Remove long-deprecated function attach_extendable_generators --- doc/release_notes.rst | 2 ++ scripts/add_electricity.py | 71 -------------------------------------- 2 files changed, 2 insertions(+), 71 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index bf9860c6..685f8502 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,8 @@ Release Notes Upcoming Release ================ +* Remove long-deprecated function ``attach_extendable_generators`` in :mod:`add_electricity`. + * Upgrade techno-economic assumptions to ``technology-data`` v0.7.0. * Bugfix: Correct technology keys for the electricity production plotting to work out the box. diff --git a/scripts/add_electricity.py b/scripts/add_electricity.py index 9fd7e4a5..ab97dcd0 100755 --- a/scripts/add_electricity.py +++ b/scripts/add_electricity.py @@ -662,77 +662,6 @@ def attach_hydro(n, costs, ppl, profile_hydro, hydro_capacities, carriers, **par ) -def attach_extendable_generators(n, costs, ppl, carriers): - logger.warning( - "The function `attach_extendable_generators` is deprecated in v0.5.0." - ) - add_missing_carriers(n, carriers) - add_co2_emissions(n, costs, carriers) - - for tech in carriers: - if tech.startswith("OCGT"): - ocgt = ( - ppl.query("carrier in ['OCGT', 'CCGT']") - .groupby("bus", as_index=False) - .first() - ) - n.madd( - "Generator", - ocgt.index, - suffix=" OCGT", - bus=ocgt["bus"], - carrier=tech, - p_nom_extendable=True, - p_nom=0.0, - capital_cost=costs.at["OCGT", "capital_cost"], - marginal_cost=costs.at["OCGT", "marginal_cost"], - efficiency=costs.at["OCGT", "efficiency"], - ) - - elif tech.startswith("CCGT"): - ccgt = ( - ppl.query("carrier in ['OCGT', 'CCGT']") - .groupby("bus", as_index=False) - .first() - ) - n.madd( - "Generator", - ccgt.index, - suffix=" CCGT", - bus=ccgt["bus"], - carrier=tech, - p_nom_extendable=True, - p_nom=0.0, - capital_cost=costs.at["CCGT", "capital_cost"], - marginal_cost=costs.at["CCGT", "marginal_cost"], - efficiency=costs.at["CCGT", "efficiency"], - ) - - elif tech.startswith("nuclear"): - nuclear = ( - ppl.query("carrier == 'nuclear'").groupby("bus", as_index=False).first() - ) - n.madd( - "Generator", - nuclear.index, - suffix=" nuclear", - bus=nuclear["bus"], - carrier=tech, - p_nom_extendable=True, - p_nom=0.0, - capital_cost=costs.at["nuclear", "capital_cost"], - marginal_cost=costs.at["nuclear", "marginal_cost"], - efficiency=costs.at["nuclear", "efficiency"], - ) - - else: - raise NotImplementedError( - "Adding extendable generators for carrier " - "'{tech}' is not implemented, yet. " - "Only OCGT, CCGT and nuclear are allowed at the moment." - ) - - def attach_OPSD_renewables(n: pypsa.Network, tech_map: Dict[str, List[str]]) -> None: """ Attach renewable capacities from the OPSD dataset to the network. From 5902be199f1f1f9e43f437eb32d9ef47a33918bc Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 7 Feb 2024 11:20:05 +0100 Subject: [PATCH 598/608] powerplants_filter: phase-out status 2023 (incl. nuclear in DE) --- config/config.default.yaml | 2 +- doc/release_notes.rst | 2 ++ 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index b13bed4e..93b0568e 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -114,7 +114,7 @@ electricity: Store: [battery, H2] Link: [] # H2 pipeline - powerplants_filter: (DateOut >= 2022 or DateOut != DateOut) + powerplants_filter: (DateOut >= 2023 or DateOut != DateOut) and not (Country == 'Germany' and Fueltype == 'Nuclear') custom_powerplants: false everywhere_powerplants: [nuclear, oil, OCGT, CCGT, coal, lignite, geothermal, biomass] diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 685f8502..b1511dd7 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -12,6 +12,8 @@ Upcoming Release * Remove long-deprecated function ``attach_extendable_generators`` in :mod:`add_electricity`. +* The filtering of power plants in the ``config.default.yaml`` has been updated regarding phased-out power plants in 2023. + * Upgrade techno-economic assumptions to ``technology-data`` v0.7.0. * Bugfix: Correct technology keys for the electricity production plotting to work out the box. From f38681f13462187dc83eb78c093bd0ccfa5899fb Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Mon, 29 Jan 2024 10:02:05 +0100 Subject: [PATCH 599/608] correctly source the existing heating technologies for buildings The source URL has changed. It represents the year 2012 and is only for buildings, not district heating. So the capacities for urban central are now set to zero from this source. --- doc/configtables/licenses-sector.csv | 2 +- scripts/add_existing_baseyear.py | 12 +++------ .../build_existing_heating_distribution.py | 27 +++++++++++-------- 3 files changed, 20 insertions(+), 21 deletions(-) diff --git a/doc/configtables/licenses-sector.csv b/doc/configtables/licenses-sector.csv index a297b2f6..7f20b5a6 100644 --- a/doc/configtables/licenses-sector.csv +++ b/doc/configtables/licenses-sector.csv @@ -10,7 +10,7 @@ BASt emobility statistics,emobility/,unknown,http://www.bast.de/DE/Verkehrstechn BDEW heating profile,heat_load_profile_BDEW.csv,unknown,https://github.com/oemof/demandlib heating profiles for Aarhus,heat_load_profile_DK_AdamJensen.csv,unknown,Adam Jensen MA thesis at Aarhus University co2 budgets,co2_budget.csv,CC BY 4.0,https://arxiv.org/abs/2004.11009 -existing heating potentials,existing_infrastructure/existing_heating_raw.csv,unknown,https://ec.europa.eu/energy/studies/mapping-and-analyses-current-and-future-2020-2030-heatingcooling-fuel-deployment_en?redir=1 +existing heating potentials,existing_infrastructure/existing_heating_raw.csv,unknown,https://energy.ec.europa.eu/publications/mapping-and-analyses-current-and-future-2020-2030-heatingcooling-fuel-deployment-fossilrenewables-1_en IRENA existing VRE capacities,existing_infrastructure/{solar|onwind|offwind}_capcity_IRENA.csv,unknown,https://www.irena.org/Statistics/Download-Data USGS ammonia production,myb1-2017-nitro.xls,unknown,https://www.usgs.gov/centers/nmic/nitrogen-statistics-and-information hydrogen salt cavern potentials,h2_salt_caverns_GWh_per_sqkm.geojson,CC BY 4.0,https://doi.org/10.1016/j.ijhydene.2019.12.161 https://doi.org/10.20944/preprints201910.0187.v1 diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index 4f476b4d..3934079e 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -402,16 +402,10 @@ def add_heating_capacities_installed_before_baseyear( """ logger.debug(f"Adding heating capacities installed before {baseyear}") - # Add existing heating capacities, data comes from the study - # "Mapping and analyses of the current and future (2020 - 2030) - # heating/cooling fuel deployment (fossil/renewables) " - # https://ec.europa.eu/energy/studies/mapping-and-analyses-current-and-future-2020-2030-heatingcooling-fuel-deployment_en?redir=1 - # file: "WP2_DataAnnex_1_BuildingTechs_ForPublication_201603.xls" -> "existing_heating_raw.csv". - # TODO start from original file + existing_heating = pd.read_csv(snakemake.input.existing_heating_distribution, + header=[0,1], + index_col=0) - existing_heating = pd.read_csv( - snakemake.input.existing_heating_distribution, header=[0, 1], index_col=0 - ) techs = existing_heating.columns.get_level_values(1).unique() diff --git a/scripts/build_existing_heating_distribution.py b/scripts/build_existing_heating_distribution.py index 67993c29..12bfd4da 100644 --- a/scripts/build_existing_heating_distribution.py +++ b/scripts/build_existing_heating_distribution.py @@ -16,9 +16,17 @@ cc = coco.CountryConverter() def build_existing_heating(): # retrieve existing heating capacities - existing_heating = pd.read_csv( - snakemake.input.existing_heating, index_col=0, header=0 - ) + # Add existing heating capacities, data comes from the study + # "Mapping and analyses of the current and future (2020 - 2030) + # heating/cooling fuel deployment (fossil/renewables) " + # https://energy.ec.europa.eu/publications/mapping-and-analyses-current-and-future-2020-2030-heatingcooling-fuel-deployment-fossilrenewables-1_en + # file: "WP2_DataAnnex_1_BuildingTechs_ForPublication_201603.xls" -> "existing_heating_raw.csv". + # data is for buildings only (i.e. NOT district heating) and represents the year 2012 + # TODO start from original file + + existing_heating = pd.read_csv(snakemake.input.existing_heating, + index_col=0, + header=0) # data for Albania, Montenegro and Macedonia not included in database existing_heating.loc["Albania"] = np.nan @@ -67,17 +75,14 @@ def build_existing_heating(): nodal_sectoral_totals.sum(axis=1), axis=0 ) - nodal_heat_name_fraction = pd.DataFrame(dtype=float) + nodal_heat_name_fraction = pd.DataFrame(index=district_heat_info.index, + dtype=float) - nodal_heat_name_fraction["urban central"] = dist_fraction + nodal_heat_name_fraction["urban central"] = 0. for sector in sectors: - nodal_heat_name_fraction[f"{sector} rural"] = nodal_sectoral_fraction[ - sector - ] * (1 - urban_fraction) - nodal_heat_name_fraction[f"{sector} urban decentral"] = nodal_sectoral_fraction[ - sector - ] * (urban_fraction - dist_fraction) + nodal_heat_name_fraction[f"{sector} rural"] = nodal_sectoral_fraction[sector]*(1 - urban_fraction) + nodal_heat_name_fraction[f"{sector} urban decentral"] = nodal_sectoral_fraction[sector]*urban_fraction nodal_heat_name_tech = pd.concat( { From d7f3f16a9bf5a8228b7d28157f292260c3aaff40 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 7 Feb 2024 17:15:08 +0100 Subject: [PATCH 600/608] autoformat --- scripts/add_existing_baseyear.py | 7 +++---- .../build_existing_heating_distribution.py | 19 +++++++++++-------- 2 files changed, 14 insertions(+), 12 deletions(-) diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index 3934079e..e8683e16 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -402,10 +402,9 @@ def add_heating_capacities_installed_before_baseyear( """ logger.debug(f"Adding heating capacities installed before {baseyear}") - existing_heating = pd.read_csv(snakemake.input.existing_heating_distribution, - header=[0,1], - index_col=0) - + existing_heating = pd.read_csv( + snakemake.input.existing_heating_distribution, header=[0, 1], index_col=0 + ) techs = existing_heating.columns.get_level_values(1).unique() diff --git a/scripts/build_existing_heating_distribution.py b/scripts/build_existing_heating_distribution.py index 12bfd4da..78518597 100644 --- a/scripts/build_existing_heating_distribution.py +++ b/scripts/build_existing_heating_distribution.py @@ -24,9 +24,9 @@ def build_existing_heating(): # data is for buildings only (i.e. NOT district heating) and represents the year 2012 # TODO start from original file - existing_heating = pd.read_csv(snakemake.input.existing_heating, - index_col=0, - header=0) + existing_heating = pd.read_csv( + snakemake.input.existing_heating, index_col=0, header=0 + ) # data for Albania, Montenegro and Macedonia not included in database existing_heating.loc["Albania"] = np.nan @@ -75,14 +75,17 @@ def build_existing_heating(): nodal_sectoral_totals.sum(axis=1), axis=0 ) - nodal_heat_name_fraction = pd.DataFrame(index=district_heat_info.index, - dtype=float) + nodal_heat_name_fraction = pd.DataFrame(index=district_heat_info.index, dtype=float) - nodal_heat_name_fraction["urban central"] = 0. + nodal_heat_name_fraction["urban central"] = 0.0 for sector in sectors: - nodal_heat_name_fraction[f"{sector} rural"] = nodal_sectoral_fraction[sector]*(1 - urban_fraction) - nodal_heat_name_fraction[f"{sector} urban decentral"] = nodal_sectoral_fraction[sector]*urban_fraction + nodal_heat_name_fraction[f"{sector} rural"] = nodal_sectoral_fraction[ + sector + ] * (1 - urban_fraction) + nodal_heat_name_fraction[f"{sector} urban decentral"] = ( + nodal_sectoral_fraction[sector] * urban_fraction + ) nodal_heat_name_tech = pd.concat( { From 6d94439bbb9b650dc6d3c8d1da3064ee5affd813 Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Mon, 29 Jan 2024 11:25:09 +0100 Subject: [PATCH 601/608] for existing heating use new default_heating_lifetime This is because old costs default (25) is longer than all heating technologies (20). Script was distributing across 25 years, then throwing out boilers older than 20 years, an inconsistent behaviour. Now existing boilers are smoothly distributed across 20 years. --- config/config.default.yaml | 1 + scripts/add_existing_baseyear.py | 10 ++-------- 2 files changed, 3 insertions(+), 8 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 93b0568e..633bed70 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -357,6 +357,7 @@ existing_capacities: grouping_years_power: [1980, 1985, 1990, 1995, 2000, 2005, 2010, 2015, 2020, 2025, 2030] grouping_years_heat: [1980, 1985, 1990, 1995, 2000, 2005, 2010, 2015, 2019] # these should not extend 2020 threshold_capacity: 10 + default_heating_lifetime: 20 conventional_carriers: - lignite - coal diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index e8683e16..13527fad 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -429,7 +429,7 @@ def add_heating_capacities_installed_before_baseyear( if int(grouping_year) + default_lifetime <= int(baseyear): continue - # installation is assumed to be linear for the past 25 years (default lifetime) + # installation is assumed to be linear for the past default_lifetime years ratio = (int(grouping_year) - int(grouping_years[i - 1])) / default_lifetime n.madd( @@ -536,12 +536,6 @@ def add_heating_capacities_installed_before_baseyear( ], ) - # drop assets which are at the end of their lifetime - links_i = n.links[(n.links.build_year + n.links.lifetime <= baseyear)].index - logger.info("Removing following links because at end of their lifetime:") - logger.info(links_i) - n.mremove("Link", links_i) - if __name__ == "__main__": if "snakemake" not in globals(): @@ -598,7 +592,7 @@ if __name__ == "__main__": .to_pandas() .reindex(index=n.snapshots) ) - default_lifetime = snakemake.params.costs["fill_values"]["lifetime"] + default_lifetime = snakemake.params.existing_capacities["default_heating_lifetime"] add_heating_capacities_installed_before_baseyear( n, baseyear, From 92d00a0c83d6ec912d7c34eeffea8da67bee18ea Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Mon, 29 Jan 2024 12:22:54 +0100 Subject: [PATCH 602/608] add new default to overdimension heating in individual buildings This allows them to cover heat demand peaks e.g. 10% higher than those in the data. The disadvantage of manipulating the costs is that the capacity is then not quite right. This way at least the costs are right. Doing it properly would require introducing artificial peaks, but this creates new problems (e.g. what is going on with wind/solar/other demand). --- config/config.default.yaml | 1 + scripts/add_existing_baseyear.py | 4 +++- scripts/prepare_sector_network.py | 22 ++++++++++++++++------ 3 files changed, 20 insertions(+), 7 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 633bed70..b24f2ceb 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -483,6 +483,7 @@ sector: resistive_heaters: true oil_boilers: false biomass_boiler: true + overdimension_individual_heating: 1.1 #to cover demand peaks bigger than data chp: true micro_chp: false solar_thermal: true diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index 13527fad..c0d37a5b 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -592,7 +592,9 @@ if __name__ == "__main__": .to_pandas() .reindex(index=n.snapshots) ) - default_lifetime = snakemake.params.existing_capacities["default_heating_lifetime"] + default_lifetime = snakemake.params.existing_capacities[ + "default_heating_lifetime" + ] add_heating_capacities_installed_before_baseyear( n, baseyear, diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 394a67f8..eb24d9cf 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1680,6 +1680,8 @@ def add_heat(n, costs): heat_demand = build_heat_demand(n) + overdim_factor = options["overdimension_individual_heating"] + district_heat_info = pd.read_csv(snakemake.input.district_heat_share, index_col=0) dist_fraction = district_heat_info["district fraction of node"] urban_fraction = district_heat_info["urban fraction"] @@ -1814,7 +1816,8 @@ def add_heat(n, costs): carrier=f"{name} {heat_pump_type} heat pump", efficiency=efficiency, capital_cost=costs.at[costs_name, "efficiency"] - * costs.at[costs_name, "fixed"], + * costs.at[costs_name, "fixed"] + * overdim_factor, p_nom_extendable=True, lifetime=costs.at[costs_name, "lifetime"], ) @@ -1883,7 +1886,9 @@ def add_heat(n, costs): bus1=nodes + f" {name} heat", carrier=name + " resistive heater", efficiency=costs.at[key, "efficiency"], - capital_cost=costs.at[key, "efficiency"] * costs.at[key, "fixed"], + capital_cost=costs.at[key, "efficiency"] + * costs.at[key, "fixed"] + * overdim_factor, p_nom_extendable=True, lifetime=costs.at[key, "lifetime"], ) @@ -1901,7 +1906,9 @@ def add_heat(n, costs): carrier=name + " gas boiler", efficiency=costs.at[key, "efficiency"], efficiency2=costs.at["gas", "CO2 intensity"], - capital_cost=costs.at[key, "efficiency"] * costs.at[key, "fixed"], + capital_cost=costs.at[key, "efficiency"] + * costs.at[key, "fixed"] + * overdim_factor, lifetime=costs.at[key, "lifetime"], ) @@ -1915,7 +1922,8 @@ def add_heat(n, costs): bus=nodes + f" {name} heat", carrier=name + " solar thermal", p_nom_extendable=True, - capital_cost=costs.at[name_type + " solar thermal", "fixed"], + capital_cost=costs.at[name_type + " solar thermal", "fixed"] + * overdim_factor, p_max_pu=solar_thermal[nodes], lifetime=costs.at[name_type + " solar thermal", "lifetime"], ) @@ -2348,7 +2356,8 @@ def add_biomass(n, costs): carrier=name + " biomass boiler", efficiency=costs.at["biomass boiler", "efficiency"], capital_cost=costs.at["biomass boiler", "efficiency"] - * costs.at["biomass boiler", "fixed"], + * costs.at["biomass boiler", "fixed"] + * options["overdimension_individual_heating"], marginal_cost=costs.at["biomass boiler", "pelletizing cost"], lifetime=costs.at["biomass boiler", "lifetime"], ) @@ -2806,7 +2815,8 @@ def add_industry(n, costs): efficiency=costs.at["decentral oil boiler", "efficiency"], efficiency2=costs.at["oil", "CO2 intensity"], capital_cost=costs.at["decentral oil boiler", "efficiency"] - * costs.at["decentral oil boiler", "fixed"], + * costs.at["decentral oil boiler", "fixed"] + * options["overdimension_individual_heating"], lifetime=costs.at["decentral oil boiler", "lifetime"], ) From 7ad5dcc3eea0bed4bcc66acae6f8a6c3bb5ed5bd Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 7 Feb 2024 17:25:09 +0100 Subject: [PATCH 603/608] add release notes and documentation --- doc/configtables/existing_capacities.csv | 1 + doc/configtables/sector.csv | 1 + doc/release_notes.rst | 13 +++++++++++++ 3 files changed, 15 insertions(+) diff --git a/doc/configtables/existing_capacities.csv b/doc/configtables/existing_capacities.csv index 87519193..eacae35b 100644 --- a/doc/configtables/existing_capacities.csv +++ b/doc/configtables/existing_capacities.csv @@ -3,4 +3,5 @@ grouping_years_power ,--,A list of years,Intervals to group existing capacities grouping_years_heat ,--,A list of years below 2020,Intervals to group existing capacities for heat threshold_capacity ,MW,float,Capacities generators and links of below threshold are removed during add_existing_capacities +default_heating_lifetime ,years,int,Default lifetime for heating technologies conventional_carriers ,--,"Any subset of {uranium, coal, lignite, oil} ",List of conventional power plants to include in the sectoral network diff --git a/doc/configtables/sector.csv b/doc/configtables/sector.csv index 338cf34e..d8cc3288 100644 --- a/doc/configtables/sector.csv +++ b/doc/configtables/sector.csv @@ -66,6 +66,7 @@ boilers,--,"{true, false}",Add option for transforming gas into heat using gas b resistive_heaters,--,"{true, false}",Add option for transforming electricity into heat using resistive heaters (independently from gas boilers) oil_boilers,--,"{true, false}",Add option for transforming oil into heat using boilers biomass_boiler,--,"{true, false}",Add option for transforming biomass into heat using boilers +overdimension_individual_heating,--,"float",Add option for overdimensioning individual heating systems by a certain factor. This allows them to cover heat demand peaks e.g. 10% higher than those in the data with a setting of 1.1. chp,--,"{true, false}",Add option for using Combined Heat and Power (CHP) micro_chp,--,"{true, false}",Add option for using Combined Heat and Power (CHP) for decentral areas. solar_thermal,--,"{true, false}",Add option for using solar thermal to generate heat. diff --git a/doc/release_notes.rst b/doc/release_notes.rst index b1511dd7..fea45d74 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,19 @@ Release Notes Upcoming Release ================ +* Add new default to overdimension heating in individual buildings. This allows + them to cover heat demand peaks e.g. 10% higher than those in the data. The + disadvantage of manipulating the costs is that the capacity is then not quite + right. This way at least the costs are right. + +* Add option to specify to set a default heating lifetime for existing heating + (``existing_capacities: default_heating_lifetime:``). + +* Correctly source the existing heating technologies for buildings since the + source URL has changed. It represents the year 2012 and is only for + buildings, not district heating. So the capacities for urban central are now + set to zero from this source. + * Remove long-deprecated function ``attach_extendable_generators`` in :mod:`add_electricity`. * The filtering of power plants in the ``config.default.yaml`` has been updated regarding phased-out power plants in 2023. From 3e411fe79d9a8d707053ae9b37fd6c17cd81ee0d Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 7 Feb 2024 16:27:18 +0000 Subject: [PATCH 604/608] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- doc/release_notes.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index fea45d74..ee7bd64b 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -16,7 +16,7 @@ Upcoming Release right. This way at least the costs are right. * Add option to specify to set a default heating lifetime for existing heating - (``existing_capacities: default_heating_lifetime:``). + (``existing_capacities: default_heating_lifetime:``). * Correctly source the existing heating technologies for buildings since the source URL has changed. It represents the year 2012 and is only for From b9c71c3c151662d51334c5ec66fd6136b733cfad Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 7 Feb 2024 17:53:10 +0100 Subject: [PATCH 605/608] add logs to plot_*_network rules --- rules/postprocess.smk | 15 +++++++++++++++ 1 file changed, 15 insertions(+) diff --git a/rules/postprocess.smk b/rules/postprocess.smk index 2e90d233..18d65c16 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -41,6 +41,11 @@ if config["foresight"] != "perfect": threads: 2 resources: mem_mb=10000, + log: + ( + LOGS + + "plot_power_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.log" + ) benchmark: ( BENCHMARKS @@ -65,6 +70,11 @@ if config["foresight"] != "perfect": threads: 2 resources: mem_mb=10000, + log: + ( + LOGS + + "plot_hydrogen_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.log" + ) benchmark: ( BENCHMARKS @@ -88,6 +98,11 @@ if config["foresight"] != "perfect": threads: 2 resources: mem_mb=10000, + log: + ( + LOGS + + "plot_gas_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.log" + ) benchmark: ( BENCHMARKS From e0dafc50b34ee4e62a624fd3b3c09ddc8c65a9b5 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 9 Feb 2024 10:15:11 +0100 Subject: [PATCH 606/608] add missing heat pump colors --- config/config.default.yaml | 2 ++ 1 file changed, 2 insertions(+) diff --git a/config/config.default.yaml b/config/config.default.yaml index b24f2ceb..1033d49d 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -1001,9 +1001,11 @@ plotting: air heat pump: '#36eb41' residential urban decentral air heat pump: '#48f74f' services urban decentral air heat pump: '#5af95d' + services rural air heat pump: '#5af95d' urban central air heat pump: '#6cfb6b' ground heat pump: '#2fb537' residential rural ground heat pump: '#48f74f' + residential rural air heat pump: '#48f74f' services rural ground heat pump: '#5af95d' Ambient: '#98eb9d' CHP: '#8a5751' From 3691f9f4c16fd2149fdc255e8e3669ce7117077c Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 9 Feb 2024 13:59:15 +0100 Subject: [PATCH 607/608] update version compatibility handling --- rules/postprocess.smk | 6 +++--- scripts/_helpers.py | 8 +++----- scripts/base_network.py | 8 ++++++-- scripts/build_industrial_distribution_key.py | 8 +------- scripts/cluster_gas_network.py | 10 +++------- scripts/cluster_network.py | 7 ++++++- scripts/prepare_sector_network.py | 18 +++--------------- 7 files changed, 25 insertions(+), 40 deletions(-) diff --git a/rules/postprocess.smk b/rules/postprocess.smk index 18d65c16..98b90fd1 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -45,7 +45,7 @@ if config["foresight"] != "perfect": ( LOGS + "plot_power_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.log" - ) + ), benchmark: ( BENCHMARKS @@ -74,7 +74,7 @@ if config["foresight"] != "perfect": ( LOGS + "plot_hydrogen_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.log" - ) + ), benchmark: ( BENCHMARKS @@ -102,7 +102,7 @@ if config["foresight"] != "perfect": ( LOGS + "plot_gas_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.log" - ) + ), benchmark: ( BENCHMARKS diff --git a/scripts/_helpers.py b/scripts/_helpers.py index 3173671d..3de23c9f 100644 --- a/scripts/_helpers.py +++ b/scripts/_helpers.py @@ -264,7 +264,6 @@ def mock_snakemake( import os import snakemake as sm - from packaging.version import Version, parse from pypsa.descriptors import Dict from snakemake.script import Snakemake @@ -290,13 +289,12 @@ def mock_snakemake( if os.path.exists(p): snakefile = p break - kwargs = ( - dict(rerun_triggers=[]) if parse(sm.__version__) > Version("7.7.0") else {} - ) if isinstance(configfiles, str): configfiles = [configfiles] - workflow = sm.Workflow(snakefile, overwrite_configfiles=configfiles, **kwargs) + workflow = sm.Workflow( + snakefile, overwrite_configfiles=configfiles, rerun_triggers=[] + ) workflow.include(snakefile) if configfiles: diff --git a/scripts/base_network.py b/scripts/base_network.py index 1de3ef96..2bfee9d7 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -78,10 +78,13 @@ import shapely.prepared import shapely.wkt import yaml from _helpers import configure_logging +from packaging.version import Version, parse from scipy import spatial from scipy.sparse import csgraph from shapely.geometry import LineString, Point +PD_GE_2_2 = parse(pd.__version__) >= Version("2.2") + logger = logging.getLogger(__name__) @@ -524,12 +527,13 @@ def _set_countries_and_substations(n, config, country_shapes, offshore_shapes): ) return pd.Series(key, index) + compat_kws = dict(include_groups=False) if PD_GE_2_2 else {} gb = buses.loc[substation_b].groupby( ["x", "y"], as_index=False, group_keys=False, sort=False ) - bus_map_low = gb.apply(prefer_voltage, "min", include_groups=False) + bus_map_low = gb.apply(prefer_voltage, "min", **compat_kws) lv_b = (bus_map_low == bus_map_low.index).reindex(buses.index, fill_value=False) - bus_map_high = gb.apply(prefer_voltage, "max", include_groups=False) + bus_map_high = gb.apply(prefer_voltage, "max", **compat_kws) hv_b = (bus_map_high == bus_map_high.index).reindex(buses.index, fill_value=False) onshore_b = pd.Series(False, buses.index) diff --git a/scripts/build_industrial_distribution_key.py b/scripts/build_industrial_distribution_key.py index fe7cf0c1..9b234e29 100644 --- a/scripts/build_industrial_distribution_key.py +++ b/scripts/build_industrial_distribution_key.py @@ -13,7 +13,6 @@ from itertools import product import country_converter as coco import geopandas as gpd import pandas as pd -from packaging.version import Version, parse logger = logging.getLogger(__name__) cc = coco.CountryConverter() @@ -84,12 +83,7 @@ def prepare_hotmaps_database(regions): gdf = gpd.GeoDataFrame(df, geometry="coordinates", crs="EPSG:4326") - kws = ( - dict(op="within") - if parse(gpd.__version__) < Version("0.10") - else dict(predicate="within") - ) - gdf = gpd.sjoin(gdf, regions, how="inner", **kws) + gdf = gpd.sjoin(gdf, regions, how="inner", predicate="within") gdf.rename(columns={"index_right": "bus"}, inplace=True) gdf["country"] = gdf.bus.str[:2] diff --git a/scripts/cluster_gas_network.py b/scripts/cluster_gas_network.py index bc4a6e14..e709d772 100755 --- a/scripts/cluster_gas_network.py +++ b/scripts/cluster_gas_network.py @@ -10,7 +10,6 @@ import logging import geopandas as gpd import pandas as pd -from packaging.version import Version, parse from pypsa.geo import haversine_pts from shapely import wkt @@ -41,12 +40,9 @@ def build_clustered_gas_network(df, bus_regions, length_factor=1.25): for i in [0, 1]: gdf = gpd.GeoDataFrame(geometry=df[f"point{i}"], crs="EPSG:4326") - kws = ( - dict(op="within") - if parse(gpd.__version__) < Version("0.10") - else dict(predicate="within") - ) - bus_mapping = gpd.sjoin(gdf, bus_regions, how="left", **kws).index_right + bus_mapping = gpd.sjoin( + gdf, bus_regions, how="left", predicate="within" + ).index_right bus_mapping = bus_mapping.groupby(bus_mapping.index).first() df[f"bus{i}"] = bus_mapping diff --git a/scripts/cluster_network.py b/scripts/cluster_network.py index 34a138cd..fe74ac38 100644 --- a/scripts/cluster_network.py +++ b/scripts/cluster_network.py @@ -135,6 +135,7 @@ import pypsa import seaborn as sns from _helpers import configure_logging, update_p_nom_max from add_electricity import load_costs +from packaging.version import Version, parse from pypsa.clustering.spatial import ( busmap_by_greedy_modularity, busmap_by_hac, @@ -142,6 +143,8 @@ from pypsa.clustering.spatial import ( get_clustering_from_busmap, ) +PD_GE_2_2 = parse(pd.__version__) >= Version("2.2") + warnings.filterwarnings(action="ignore", category=UserWarning) idx = pd.IndexSlice logger = logging.getLogger(__name__) @@ -362,9 +365,11 @@ def busmap_for_n_clusters( f"`algorithm` must be one of 'kmeans' or 'hac'. Is {algorithm}." ) + compat_kws = dict(include_groups=False) if PD_GE_2_2 else {} + return ( n.buses.groupby(["country", "sub_network"], group_keys=False) - .apply(busmap_for_country, include_groups=False) + .apply(busmap_for_country, **compat_kws) .squeeze() .rename("busmap") ) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index eb24d9cf..be8aea53 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -23,15 +23,12 @@ from add_electricity import calculate_annuity, sanitize_carriers, sanitize_locat from build_energy_totals import build_co2_totals, build_eea_co2, build_eurostat_co2 from networkx.algorithms import complement from networkx.algorithms.connectivity.edge_augmentation import k_edge_augmentation -from packaging.version import Version, parse from pypsa.geo import haversine_pts from pypsa.io import import_components_from_dataframe from scipy.stats import beta spatial = SimpleNamespace() logger = logging.getLogger(__name__) -pd_version = parse(pd.__version__) -agg_group_kwargs = dict(numeric_only=False) if pd_version >= Version("1.3") else {} def define_spatial(nodes, options): @@ -1853,16 +1850,7 @@ def add_heat(n, costs): p_nom_extendable=True, ) - if isinstance(options["tes_tau"], dict): - tes_time_constant_days = options["tes_tau"][name_type] - else: - logger.warning( - "Deprecated: a future version will require you to specify 'tes_tau' ", - "for 'decentral' and 'central' separately.", - ) - tes_time_constant_days = ( - options["tes_tau"] if name_type == "decentral" else 180.0 - ) + tes_time_constant_days = options["tes_tau"][name_type] n.madd( "Store", @@ -3404,7 +3392,7 @@ def cluster_heat_buses(n): # cluster heat nodes # static dataframe agg = define_clustering(df.columns, aggregate_dict) - df = df.groupby(level=0).agg(agg, **agg_group_kwargs) + df = df.groupby(level=0).agg(agg, numeric_only=False) # time-varying data pnl = c.pnl agg = define_clustering(pd.Index(pnl.keys()), aggregate_dict) @@ -3413,7 +3401,7 @@ def cluster_heat_buses(n): def renamer(s): return s.replace("residential ", "").replace("services ", "") - pnl[k] = pnl[k].T.groupby(renamer).agg(agg[k], **agg_group_kwargs).T + pnl[k] = pnl[k].T.groupby(renamer).agg(agg[k], numeric_only=False).T # remove unclustered assets of service/residential to_drop = c.df.index.difference(df.index) From 201d0ddcfe00796d92ca33fcea6728cbeeb3a409 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 9 Feb 2024 15:48:54 +0100 Subject: [PATCH 608/608] build_shapes: handle europe_shape multipolygon with shapely>=2 (closes #852) --- scripts/build_shapes.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_shapes.py b/scripts/build_shapes.py index 35bae147..c5faf597 100644 --- a/scripts/build_shapes.py +++ b/scripts/build_shapes.py @@ -158,7 +158,7 @@ def country_cover(country_shapes, eez_shapes=None): shapes = pd.concat([shapes, eez_shapes]) europe_shape = shapes.unary_union if isinstance(europe_shape, MultiPolygon): - europe_shape = max(europe_shape, key=attrgetter("area")) + europe_shape = max(europe_shape.geoms, key=attrgetter("area")) return Polygon(shell=europe_shape.exterior)

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