From 1bade2215a19f5e3793065c40ab625717c5db9ae Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 29 Oct 2021 22:01:00 +0200 Subject: [PATCH 001/164] floating offshore wind - minimal representation --- Snakefile | 2 +- config.default.yaml | 17 +++++++++++++++++ data/costs.csv | 3 +++ scripts/build_renewable_profiles.py | 5 +++++ 4 files changed, 26 insertions(+), 1 deletion(-) diff --git a/Snakefile b/Snakefile index 1196d47b..7a1109c7 100644 --- a/Snakefile +++ b/Snakefile @@ -181,7 +181,7 @@ rule build_renewable_profiles: 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() + if any(key in ["max_depth", "min_depth"] for key in config["renewable"][w.technology].keys()) else []), country_shapes='resources/country_shapes.geojson', offshore_shapes='resources/offshore_shapes.geojson', diff --git a/config.default.yaml b/config.default.yaml index a0ffbe47..2fa80f0e 100755 --- a/config.default.yaml +++ b/config.default.yaml @@ -139,6 +139,23 @@ renewable: min_shore_distance: 30000 potential: simple # or conservative clip_p_max_pu: 1.e-2 + offwind-float: + cutout: europe-2013-era5 + resource: + method: wind + turbine: NREL_ReferenceTurbine_5MW_offshore + # ScholzPhd Tab 4.3.1: 10MW/km^2 + capacity_per_sqkm: 2 + 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 + min_depth: 50 + max_depth: 500 + potential: simple # or conservative + clip_p_max_pu: 1.e-2 solar: cutout: europe-2013-sarah resource: diff --git a/data/costs.csv b/data/costs.csv index 8953eb8a..a7412753 100644 --- a/data/costs.csv +++ b/data/costs.csv @@ -24,6 +24,9 @@ offwind-ac-connection-underground,2030,investment,1342,EUR/MW/km,DEA https://ens offwind-dc-station,2030,investment,400,EUR/kWel,Haertel 2017; assuming one onshore and one offshore node + 13% learning reduction offwind-dc-connection-submarine,2030,investment,2000,EUR/MW/km,DTU report based on Fig 34 of https://ec.europa.eu/energy/sites/ener/files/documents/2014_nsog_report.pdf offwind-dc-connection-underground,2030,investment,1000,EUR/MW/km,Haertel 2017; average + 13% learning reduction +offwind-float-station,2030,investment,400,EUR/kWel,Haertel 2017; assuming one onshore and one offshore node + 13% learning reduction +offwind-float-connection-submarine,2030,investment,2000,EUR/MW/km,DTU report based on Fig 34 of https://ec.europa.eu/energy/sites/ener/files/documents/2014_nsog_report.pdf +offwind-float-connection-underground,2030,investment,1000,EUR/MW/km,Haertel 2017; average + 13% learning reduction solar,2030,investment,600,EUR/kWel,DIW DataDoc http://hdl.handle.net/10419/80348 biomass,2030,investment,2209,EUR/kWel,DIW DataDoc http://hdl.handle.net/10419/80348 geothermal,2030,investment,3392,EUR/kWel,DIW DataDoc http://hdl.handle.net/10419/80348 diff --git a/scripts/build_renewable_profiles.py b/scripts/build_renewable_profiles.py index 9ce83de3..ab46ee4f 100644 --- a/scripts/build_renewable_profiles.py +++ b/scripts/build_renewable_profiles.py @@ -31,6 +31,7 @@ Relevant settings distance: natura: max_depth: + min_depth: max_shore_distance: min_shore_distance: capacity_per_sqkm: @@ -242,6 +243,10 @@ if __name__ == '__main__': func = functools.partial(np.greater,-config['max_depth']) excluder.add_raster(paths.gebco, codes=func, crs=4236, nodata=-1000) + if "min_depth" in config: + func = functools.partial(np.greater,-config['min_depth']) + excluder.add_raster(paths.gebco, codes=func, crs=4236, nodata=-1000, invert=True) + if 'min_shore_distance' in config: buffer = config['min_shore_distance'] excluder.add_geometry(paths.country_shapes, buffer=buffer) From 728d74caa889e42003a2146243c7ff9b9719cc3a Mon Sep 17 00:00:00 2001 From: Philipp Glaum Date: Mon, 6 Nov 2023 15:46:46 +0100 Subject: [PATCH 002/164] update floating wind settings --- config/config.default.yaml | 2 ++ config/test/config.electricity.yaml | 5 ++++- config/test/config.myopic.yaml | 5 ++++- config/test/config.overnight.yaml | 5 ++++- config/test/config.perfect.yaml | 5 ++++- doc/configtables/electricity.csv | 4 ++-- doc/configuration.rst | 20 ++++++++++++++++++-- doc/wildcards.rst | 4 ++-- rules/build_sector.smk | 1 + scripts/plot_summary.py | 1 + scripts/solve_network.py | 4 ++-- 11 files changed, 44 insertions(+), 12 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index e4541f80..dc4de3a3 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -211,6 +211,8 @@ renewable: # until done more rigorously in #153 corine: [44, 255] natura: true + ship_threshold: 400 + excluder_resolution: 200 min_depth: 60 max_depth: 1000 potential: simple # or conservative diff --git a/config/test/config.electricity.yaml b/config/test/config.electricity.yaml index b750bf62..a2c90659 100644 --- a/config/test/config.electricity.yaml +++ b/config/test/config.electricity.yaml @@ -32,7 +32,7 @@ electricity: Store: [H2] Link: [H2 pipeline] - renewable_carriers: [solar, onwind, offwind-ac, offwind-dc] + renewable_carriers: [solar, onwind, offwind-ac, offwind-dc, offwind-float] atlite: @@ -53,6 +53,9 @@ renewable: offwind-dc: cutout: be-03-2013-era5 max_depth: false + offwind-float: + cutout: be-03-2013-era5 + max_depth: false solar: cutout: be-03-2013-era5 diff --git a/config/test/config.myopic.yaml b/config/test/config.myopic.yaml index 0bb85ec6..8763f4d4 100644 --- a/config/test/config.myopic.yaml +++ b/config/test/config.myopic.yaml @@ -39,7 +39,7 @@ electricity: Store: [H2] Link: [H2 pipeline] - renewable_carriers: [solar, onwind, offwind-ac, offwind-dc] + renewable_carriers: [solar, onwind, offwind-ac, offwind-dc, offwind-float] atlite: default_cutout: be-03-2013-era5 @@ -59,6 +59,9 @@ renewable: offwind-dc: cutout: be-03-2013-era5 max_depth: false + offwind-float: + cutout: be-03-2013-era5 + max_depth: false solar: cutout: be-03-2013-era5 diff --git a/config/test/config.overnight.yaml b/config/test/config.overnight.yaml index a2a0f5a4..121b58bb 100644 --- a/config/test/config.overnight.yaml +++ b/config/test/config.overnight.yaml @@ -36,7 +36,7 @@ electricity: Store: [H2] Link: [H2 pipeline] - renewable_carriers: [solar, onwind, offwind-ac, offwind-dc] + renewable_carriers: [solar, onwind, offwind-ac, offwind-dc, offwind-float] atlite: default_cutout: be-03-2013-era5 @@ -56,6 +56,9 @@ renewable: offwind-dc: cutout: be-03-2013-era5 max_depth: false + offwind-float: + cutout: be-03-2013-era5 + max_depth: false solar: cutout: be-03-2013-era5 diff --git a/config/test/config.perfect.yaml b/config/test/config.perfect.yaml index c99f4122..9f54d244 100644 --- a/config/test/config.perfect.yaml +++ b/config/test/config.perfect.yaml @@ -39,7 +39,7 @@ electricity: Store: [H2] Link: [H2 pipeline] - renewable_carriers: [solar, onwind, offwind-ac, offwind-dc] + renewable_carriers: [solar, onwind, offwind-ac, offwind-dc, offwind-float] sector: min_part_load_fischer_tropsch: 0 @@ -62,6 +62,9 @@ renewable: offwind-dc: cutout: be-03-2013-era5 max_depth: false + offwind-float: + cutout: be-03-2013-era5 + max_depth: false solar: cutout: be-03-2013-era5 diff --git a/doc/configtables/electricity.csv b/doc/configtables/electricity.csv index 4c04fee6..7d101b1e 100644 --- a/doc/configtables/electricity.csv +++ b/doc/configtables/electricity.csv @@ -24,13 +24,13 @@ custom_powerplants,--,"use `pandas.query `_. The value is depreciated but still can be used. -- year,--,bool,Renewable capacities are based on existing capacities reported by IRENA (IRENASTAT) for the specified year -- expansion_limit,--,float or false,"Artificially limit maximum IRENA capacities to a factor. For example, an ``expansion_limit: 1.1`` means 110% of capacities . If false are chosen, the estimated renewable potentials determine by the workflow are used." -- technology_mapping,,,Mapping between PyPSA-Eur and powerplantmatching technology names --- -- Offshore,--,"Any subset of {offwind-ac, offwind-dc}","List of PyPSA-Eur carriers that is considered as (IRENA, OPSD) onshore technology." +-- -- Offshore,--,"Any subset of {offwind-ac, offwind-dc, offwind-float}","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." diff --git a/doc/configuration.rst b/doc/configuration.rst index ceda1141..4171bcc9 100644 --- a/doc/configuration.rst +++ b/doc/configuration.rst @@ -265,6 +265,23 @@ Define and specify the ``atlite.Cutout`` used for calculating renewable potentia .. literalinclude:: ../config/config.default.yaml :language: yaml :start-at: offwind-dc: + :end-before: offwind-float: + +.. csv-table:: + :header-rows: 1 + :widths: 22,7,22,33 + :file: configtables/offwind-dc.csv + +.. note:: + Both ``offwind-ac`` and ``offwind-dc`` have the same assumption on + ``capacity_per_sqkm`` and ``correction_factor``. + +``offwind-float`` +--------------- + +.. literalinclude:: ../config/config.default.yaml + :language: yaml + :start-at: offwind-float: :end-before: solar: .. csv-table:: @@ -273,9 +290,8 @@ Define and specify the ``atlite.Cutout`` used for calculating renewable potentia :file: configtables/offwind-dc.csv .. note:: - both ``offwind-ac`` and ``offwind-dc`` have the same assumption on + ``offwind-ac``, ``offwind-dc`` , ``offwind-float`` have the same assumption on ``capacity_per_sqkm`` and ``correction_factor``. - ``solar`` --------------- diff --git a/doc/wildcards.rst b/doc/wildcards.rst index 75eec192..d7b87489 100644 --- a/doc/wildcards.rst +++ b/doc/wildcards.rst @@ -35,8 +35,8 @@ The ``{technology}`` wildcard The ``{technology}`` wildcard specifies for which renewable energy technology to produce availability time series and potentials using the rule :mod:`build_renewable_profiles`. -It can take the values ``onwind``, ``offwind-ac``, ``offwind-dc``, and ``solar`` but **not** ``hydro`` -(since hydroelectric plant profiles are created by a different rule). +It can take the values ``onwind``, ``offwind-ac``, ``offwind-dc``,``offwind-float``, and ``solar`` but **not** ``hydro`` +(since hydroelectric plant profiles are created by a different rule)`` .. _simpl: diff --git a/rules/build_sector.smk b/rules/build_sector.smk index 5a9e8646..16bbba98 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -748,6 +748,7 @@ rule prepare_sector_network: else "data/costs_{planning_horizons}.csv", profile_offwind_ac=RESOURCES + "profile_offwind-ac.nc", profile_offwind_dc=RESOURCES + "profile_offwind-dc.nc", + profile_offwind_float=RESOURCES + "profile_offwind-float.nc", h2_cavern=RESOURCES + "salt_cavern_potentials_s{simpl}_{clusters}.csv", busmap_s=RESOURCES + "busmap_elec_s{simpl}.csv", busmap=RESOURCES + "busmap_elec_s{simpl}_{clusters}.csv", diff --git a/scripts/plot_summary.py b/scripts/plot_summary.py index 2651878a..0aa51419 100644 --- a/scripts/plot_summary.py +++ b/scripts/plot_summary.py @@ -62,6 +62,7 @@ def rename_techs(label): "offwind": "offshore wind", "offwind-ac": "offshore wind (AC)", "offwind-dc": "offshore wind (DC)", + "offwind-float": "offshore wind (Float)", "onwind": "onshore wind", "ror": "hydroelectricity", "hydro": "hydroelectricity", diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 224d4714..4399c220 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -115,7 +115,7 @@ def add_land_use_constraint_perfect(n): def _add_land_use_constraint(n): # warning: this will miss existing offwind which is not classed AC-DC and has carrier 'offwind' - for carrier in ["solar", "onwind", "offwind-ac", "offwind-dc"]: + for carrier in ["solar", "onwind", "offwind-ac", "offwind-dc", "offwind-float"]: extendable_i = (n.generators.carrier == carrier) & n.generators.p_nom_extendable n.generators.loc[extendable_i, "p_nom_min"] = 0 @@ -150,7 +150,7 @@ def _add_land_use_constraint_m(n, planning_horizons, config): grouping_years = config["existing_capacities"]["grouping_years"] current_horizon = snakemake.wildcards.planning_horizons - for carrier in ["solar", "onwind", "offwind-ac", "offwind-dc"]: + for carrier in ["solar", "onwind", "offwind-ac", "offwind-dc", "offwind-float"]: 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} From 520c3fbe98f8f67cef039de1232749fed271b52c Mon Sep 17 00:00:00 2001 From: Philipp Glaum Date: Mon, 6 Nov 2023 16:23:00 +0100 Subject: [PATCH 003/164] update doc --- doc/configuration.rst | 2 +- doc/wildcards.rst | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/configuration.rst b/doc/configuration.rst index 4171bcc9..e94e8bc1 100644 --- a/doc/configuration.rst +++ b/doc/configuration.rst @@ -287,7 +287,7 @@ Define and specify the ``atlite.Cutout`` used for calculating renewable potentia .. csv-table:: :header-rows: 1 :widths: 22,7,22,33 - :file: configtables/offwind-dc.csv + :file: configtables/offwind-float.csv .. note:: ``offwind-ac``, ``offwind-dc`` , ``offwind-float`` have the same assumption on diff --git a/doc/wildcards.rst b/doc/wildcards.rst index d7b87489..167a2ded 100644 --- a/doc/wildcards.rst +++ b/doc/wildcards.rst @@ -35,7 +35,7 @@ The ``{technology}`` wildcard The ``{technology}`` wildcard specifies for which renewable energy technology to produce availability time series and potentials using the rule :mod:`build_renewable_profiles`. -It can take the values ``onwind``, ``offwind-ac``, ``offwind-dc``,``offwind-float``, and ``solar`` but **not** ``hydro`` +It can take the values ``onwind``, ``offwind-ac``, ``offwind-dc``, ``offwind-float``, and ``solar`` but **not** ``hydro`` (since hydroelectric plant profiles are created by a different rule)`` .. _simpl: From 7241efd3a45d0442df41bba9e861db7e4f2e28d1 Mon Sep 17 00:00:00 2001 From: Philipp Glaum Date: Mon, 6 Nov 2023 16:31:06 +0100 Subject: [PATCH 004/164] 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 9b1381ce..7c508627 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,8 @@ Release Notes Upcoming Release ================ +* Add floating wind to 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 4f28dfd4fdda639151a8b7558f16fd058e6848ee 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 15:38:03 +0000 Subject: [PATCH 005/164] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/build_electricity.smk | 5 ++++- scripts/build_renewable_profiles.py | 8 +++++--- 2 files changed, 9 insertions(+), 4 deletions(-) diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index 6e1a35cc..b51e9b4e 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -220,7 +220,10 @@ rule build_renewable_profiles: gebco=ancient( lambda w: ( "data/bundle/GEBCO_2014_2D.nc" - if (config["renewable"][w.technology].get("max_depth") or config["renewable"][w.technology].get("min_depth")) + if ( + config["renewable"][w.technology].get("max_depth") + or config["renewable"][w.technology].get("min_depth") + ) else [] ) ), diff --git a/scripts/build_renewable_profiles.py b/scripts/build_renewable_profiles.py index a54c73ef..fdb2306b 100644 --- a/scripts/build_renewable_profiles.py +++ b/scripts/build_renewable_profiles.py @@ -267,10 +267,12 @@ if __name__ == "__main__": # and exclude areas where: -max_depth > grid cell depth func = functools.partial(np.greater, -params["max_depth"]) excluder.add_raster(snakemake.input.gebco, codes=func, crs=4326, nodata=-1000) - + if params.get("min_depth"): - func = functools.partial(np.greater,-params['min_depth']) - excluder.add_raster(snakemake.input.gebco, codes=func, crs=4326, nodata=-1000, invert=True) + func = functools.partial(np.greater, -params["min_depth"]) + excluder.add_raster( + snakemake.input.gebco, codes=func, crs=4326, nodata=-1000, invert=True + ) if "min_shore_distance" in params: buffer = params["min_shore_distance"] From 816e7b02387db66b208b6bceac3c27744b91d480 Mon Sep 17 00:00:00 2001 From: Philipp Glaum Date: Mon, 6 Nov 2023 16:47:05 +0100 Subject: [PATCH 006/164] do not consider floating wind min depth for CI testing --- config/test/config.electricity.yaml | 1 + config/test/config.myopic.yaml | 1 + config/test/config.overnight.yaml | 1 + config/test/config.perfect.yaml | 1 + 4 files changed, 4 insertions(+) diff --git a/config/test/config.electricity.yaml b/config/test/config.electricity.yaml index a2c90659..cfb04f0e 100644 --- a/config/test/config.electricity.yaml +++ b/config/test/config.electricity.yaml @@ -56,6 +56,7 @@ renewable: offwind-float: cutout: be-03-2013-era5 max_depth: false + min_depth: false solar: cutout: be-03-2013-era5 diff --git a/config/test/config.myopic.yaml b/config/test/config.myopic.yaml index 8763f4d4..d29e7925 100644 --- a/config/test/config.myopic.yaml +++ b/config/test/config.myopic.yaml @@ -62,6 +62,7 @@ renewable: offwind-float: cutout: be-03-2013-era5 max_depth: false + min_depth: false solar: cutout: be-03-2013-era5 diff --git a/config/test/config.overnight.yaml b/config/test/config.overnight.yaml index 121b58bb..f0ca6172 100644 --- a/config/test/config.overnight.yaml +++ b/config/test/config.overnight.yaml @@ -59,6 +59,7 @@ renewable: offwind-float: cutout: be-03-2013-era5 max_depth: false + min_depth: false solar: cutout: be-03-2013-era5 diff --git a/config/test/config.perfect.yaml b/config/test/config.perfect.yaml index 9f54d244..c450f00f 100644 --- a/config/test/config.perfect.yaml +++ b/config/test/config.perfect.yaml @@ -65,6 +65,7 @@ renewable: offwind-float: cutout: be-03-2013-era5 max_depth: false + min_depth: false solar: cutout: be-03-2013-era5 From a78137852fb9c37a38dc8557d2ddf7495fec412d Mon Sep 17 00:00:00 2001 From: Philipp Glaum Date: Tue, 7 Nov 2023 16:54:44 +0100 Subject: [PATCH 007/164] default config: change technology data reference --- 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 dc4de3a3..3c402d0d 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -584,7 +584,7 @@ industry: # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#costs costs: year: 2030 - version: v0.6.0 + version: 1e6e79a rooftop_share: 0.14 # based on the potentials, assuming (0.1 kW/m2 and 10 m2/person) social_discountrate: 0.02 fill_values: From b70aa59dce9576ede6d69b5d716073520e4a218c Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Fri, 1 Mar 2024 11:32:12 +0100 Subject: [PATCH 008/164] safe transport demand in unit kinetic energy --- scripts/build_transport_demand.py | 52 ++++++++++++++----------------- 1 file changed, 23 insertions(+), 29 deletions(-) diff --git a/scripts/build_transport_demand.py b/scripts/build_transport_demand.py index de561e3f..7e54b567 100644 --- a/scripts/build_transport_demand.py +++ b/scripts/build_transport_demand.py @@ -19,13 +19,16 @@ logger = logging.getLogger(__name__) def build_nodal_transport_data(fn, pop_layout): + # get numbers of car and fuel efficieny per country transport_data = pd.read_csv(fn, index_col=0) - + + # break number of cars down to nodal level based on population density nodal_transport_data = transport_data.loc[pop_layout.ct].fillna(0.0) nodal_transport_data.index = pop_layout.index nodal_transport_data["number cars"] = ( pop_layout["fraction"] * nodal_transport_data["number cars"] ) + # fill missing fuel efficiency with average data nodal_transport_data.loc[ nodal_transport_data["average fuel efficiency"] == 0.0, "average fuel efficiency", @@ -35,10 +38,14 @@ def build_nodal_transport_data(fn, pop_layout): def build_transport_demand(traffic_fn, airtemp_fn, nodes, nodal_transport_data): - ## Get overall demand curve for all vehicles - - traffic = pd.read_csv(traffic_fn, skiprows=2, usecols=["count"]).squeeze("columns") - + """ + returns transport demand per bus in unit kinetic energy. + """ + # averaged weekly counts from the year 2010-2015 + traffic = pd.read_csv(traffic_fn, skiprows=2, + usecols=["count"]).squeeze("columns") + + # create annual profile take account time zone + summer time transport_shape = generate_periodic_profiles( dt_index=snapshots, nodes=nodes, @@ -46,15 +53,6 @@ def build_transport_demand(traffic_fn, airtemp_fn, nodes, nodal_transport_data): ) transport_shape = transport_shape / transport_shape.sum() - # electric motors are more efficient, so alter transport demand - - plug_to_wheels_eta = options["bev_plug_to_wheel_efficiency"] - battery_to_wheels_eta = plug_to_wheels_eta * options["bev_charge_efficiency"] - - efficiency_gain = ( - nodal_transport_data["average fuel efficiency"] / battery_to_wheels_eta - ) - # get heating demand for correction to demand time series temperature = xr.open_dataarray(airtemp_fn).to_pandas() @@ -67,16 +65,8 @@ def build_transport_demand(traffic_fn, airtemp_fn, nodes, nodal_transport_data): options["ICE_upper_degree_factor"], ) - dd_EV = transport_degree_factor( - temperature, - options["transport_heating_deadband_lower"], - options["transport_heating_deadband_upper"], - options["EV_lower_degree_factor"], - options["EV_upper_degree_factor"], - ) - + # divide out the heating/cooling demand from ICE totals - # and multiply back in the heating/cooling demand for EVs ice_correction = (transport_shape * (1 + dd_ICE)).sum() / transport_shape.sum() energy_totals_transport = ( @@ -87,8 +77,7 @@ def build_transport_demand(traffic_fn, airtemp_fn, nodes, nodal_transport_data): return ( (transport_shape.multiply(energy_totals_transport) * 1e6 * nyears) - .divide(efficiency_gain * ice_correction) - .multiply(1 + dd_EV) + .divide(nodal_transport_data["average fuel efficiency"] * ice_correction) ) @@ -125,11 +114,14 @@ def bev_availability_profile(fn, snapshots, nodes, options): """ Derive plugged-in availability for passenger electric vehicles. """ + # car count in typical week traffic = pd.read_csv(fn, skiprows=2, usecols=["count"]).squeeze("columns") - + # maximum share plugged-in availability for passenger electric vehicles avail_max = options["bev_avail_max"] + # average share plugged-in availability for passenger electric vehicles avail_mean = options["bev_avail_mean"] + # linear scaling, highest when traffic is lowest, decreases if traffic increases avail = avail_max - (avail_max - avail_mean) * (traffic - traffic.min()) / ( traffic.mean() - traffic.min() ) @@ -149,7 +141,9 @@ def bev_availability_profile(fn, snapshots, nodes, options): def bev_dsm_profile(snapshots, nodes, options): dsm_week = np.zeros((24 * 7,)) - + + # assuming that at a certain time ("bev_dsm_restriction_time") EVs have to + # be charged to a minimum value (defined in bev_dsm_restriction_value) dsm_week[(np.arange(0, 7, 1) * 24 + options["bev_dsm_restriction_time"])] = options[ "bev_dsm_restriction_value" ] @@ -160,7 +154,7 @@ def bev_dsm_profile(snapshots, nodes, options): weekly_profile=dsm_week, ) - +#%% if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake @@ -168,7 +162,7 @@ if __name__ == "__main__": snakemake = mock_snakemake( "build_transport_demand", simpl="", - clusters=48, + clusters=37, ) configure_logging(snakemake) set_scenario_config(snakemake) From 548a99f273c2e1860d28cfa2d32469959ffe915e Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Fri, 1 Mar 2024 15:19:00 +0100 Subject: [PATCH 009/164] restructure to links without temperature correction --- scripts/prepare_sector_network.py | 347 +++++++++++++++++------------- 1 file changed, 194 insertions(+), 153 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 9a9db36f..67b3fd7d 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -24,6 +24,7 @@ from _helpers import ( ) 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 build_transport_demand import transport_degree_factor from networkx.algorithms import complement from networkx.algorithms.connectivity.edge_augmentation import k_edge_augmentation from prepare_network import maybe_adjust_costs_and_potentials @@ -1502,11 +1503,156 @@ def add_storage_and_grids(n, costs): ) +def check_land_transport_shares(shares): + # Sums up the shares, ignoring None values + total_share = sum(filter(None, shares)) + if total_share != 1: + logger.warning( + f"Total land transport shares sum up to {total_share:.2%}," + "corresponding to increased or decreased demand assumptions." + ) + +def add_EVs(n, nodes, avail_profile, dsm_profile, p_set, electric_share, + number_cars, temperature): + + n.add("Carrier", "Li ion") + + n.madd( + "Bus", + nodes, + suffix=" EV battery", + location=nodes, + carrier="Li ion", + unit="MWh_el", + ) + + # temperature correction for EVs + dd_EV = transport_degree_factor( + temperature, + options["transport_heating_deadband_lower"], + options["transport_heating_deadband_upper"], + options["EV_lower_degree_factor"], + options["EV_upper_degree_factor"], + ) + + profile = p_set/p_set.max() + efficiency = costs.at['Battery electric (passenger cars)', 'efficiency'] + + n.madd( + "Link", + nodes, + suffix=" land transport EV", + bus0=nodes + " EV battery", + bus1=nodes + " land transport", + carrier="land transport EV", + efficiency=efficiency, + p_min_pu=profile, + p_max_pu=profile, + p_nom=electric_share*p_set.max()/efficiency, + p_nom_extendable=False, + ) + + + p_nom = number_cars * options.get("bev_charge_rate", 0.011) * electric_share + + n.madd( + "Link", + nodes, + suffix=" BEV charger", + bus0=nodes, + bus1=nodes + " EV battery", + p_nom=p_nom, + carrier="BEV charger", + p_max_pu=avail_profile[nodes], + efficiency=options.get("bev_charge_efficiency", 0.9), + ) + + if options["v2g"]: + n.madd( + "Link", + nodes, + suffix=" V2G", + bus1=nodes, + bus0=nodes + " EV battery", + p_nom=p_nom, + carrier="V2G", + p_max_pu=avail_profile[nodes], + efficiency=options.get("bev_charge_efficiency", 0.9), + ) + + if options["bev_dsm"]: + e_nom = ( + number_cars + * options.get("bev_energy", 0.05) + * options["bev_availability"] + * electric_share + ) + + n.madd( + "Store", + nodes, + suffix=" battery storage", + bus=nodes + " EV battery", + carrier="battery storage", + e_cyclic=True, + e_nom=e_nom, + e_max_pu=1, + e_min_pu=dsm_profile[nodes], + ) + +def add_fuel_cell_cars(n, nodes, p_set, fuel_cell_share, temperature): + + efficiency = options["transport_fuel_cell_efficiency"] + profile = p_set / p_set.max() + p_nom = fuel_cell_share * p_set / efficiency + + n.madd( + "Link", + nodes, + suffix=" land transport fuel cell", + bus0=spatial.h2.nodes, + bus1=nodes + " land transport", + carrier="land transport fuel cell", + efficiency=efficiency, + p_nom_extendable=False, + p_nom=p_nom, + p_min_pu=profile, + p_max_pu=profile, + ) + + +def add_ice_cars(n, nodes, p_set, ice_share, temperature): + + add_carrier_buses(n, "oil") + + ice_efficiency = options["transport_internal_combustion_efficiency"] + + if not options["regional_oil_demand"]: + p_nom = ice_share * p_set.sum(axis=1).max() / ice_efficiency + else: + p_nom = ice_share * p_set.max() / ice_efficiency + + + n.madd( + "Link", + nodes + " land transport ICE", + bus0=spatial.oil.nodes, + bus1=nodes + " land transport", + bus2=["co2 atmosphere"], + carrier="land transport oil", + efficiency=ice_efficiency, + efficiency2=costs.at["oil", "CO2 intensity"], + p_nom_extendable=True, + # p_nom=p_nom, + capital_cost=1e4, + ) + def add_land_transport(n, costs): # TODO options? logger.info("Add land transport") - + + # read in transport demand in units kinetic energy transport = pd.read_csv( snakemake.input.transport_demand, index_col=0, parse_dates=True ) @@ -1519,159 +1665,54 @@ def add_land_transport(n, costs): dsm_profile = pd.read_csv( snakemake.input.dsm_profile, index_col=0, parse_dates=True ) + + # exogenous share of passenger car type + engine_types = ["fuel_cell", "electric", "ice"] + shares = pd.Series() + for engine in engine_types: + shares[engine] = get(options[f"land_transport_{engine}_share"], + investment_year) + logger.info(f"{engine} share: {shares[engine]*100}%") + + check_land_transport_shares(shares) + + nodes = spatial.nodes + + # Add load for transport demand + n.add("Carrier", "land transport demand") - fuel_cell_share = get(options["land_transport_fuel_cell_share"], investment_year) - electric_share = get(options["land_transport_electric_share"], investment_year) - ice_share = get(options["land_transport_ice_share"], investment_year) - - total_share = fuel_cell_share + electric_share + ice_share - if total_share != 1: - logger.warning( - f"Total land transport shares sum up to {total_share:.2%}, corresponding to increased or decreased demand assumptions." - ) - - logger.info(f"FCEV share: {fuel_cell_share*100}%") - logger.info(f"EV share: {electric_share*100}%") - logger.info(f"ICEV share: {ice_share*100}%") - - nodes = pop_layout.index - - if electric_share > 0: - n.add("Carrier", "Li ion") - - n.madd( - "Bus", + n.madd("Bus", nodes, - suffix=" EV battery", location=nodes, - carrier="Li ion", - unit="MWh_el", - ) + suffix=" land transport", + carrier="land transport demand", + unit="MWh_kinetic") + + p_set = transport[nodes] + + # add demand + n.madd( + "Load", + nodes, + suffix=" land transport", + bus=nodes + " land transport", + carrier="land transport demand", + p_set=p_set, + ) + + # temperature for correction factor for heating/cooling + temperature = xr.open_dataarray(snakemake.input.temp_air_total).to_pandas() + + if shares["electric"] > 0: + add_EVs(n, nodes, avail_profile, dsm_profile, p_set, shares["electric"], + number_cars, temperature) + + if shares["fuel_cell"] > 0: + add_fuel_cell_cars(n, nodes, p_set, shares["fuel_cell"], temperature) - p_set = ( - electric_share - * ( - transport[nodes] - + cycling_shift(transport[nodes], 1) - + cycling_shift(transport[nodes], 2) - ) - / 3 - ) - - n.madd( - "Load", - nodes, - suffix=" land transport EV", - bus=nodes + " EV battery", - carrier="land transport EV", - p_set=p_set, - ) - - p_nom = number_cars * options.get("bev_charge_rate", 0.011) * electric_share - - n.madd( - "Link", - nodes, - suffix=" BEV charger", - bus0=nodes, - bus1=nodes + " EV battery", - p_nom=p_nom, - carrier="BEV charger", - p_max_pu=avail_profile[nodes], - efficiency=options.get("bev_charge_efficiency", 0.9), - # These were set non-zero to find LU infeasibility when availability = 0.25 - # p_nom_extendable=True, - # p_nom_min=p_nom, - # capital_cost=1e6, #i.e. so high it only gets built where necessary - ) - - if electric_share > 0 and options["v2g"]: - n.madd( - "Link", - nodes, - suffix=" V2G", - bus1=nodes, - bus0=nodes + " EV battery", - p_nom=p_nom, - carrier="V2G", - p_max_pu=avail_profile[nodes], - efficiency=options.get("bev_charge_efficiency", 0.9), - ) - - if electric_share > 0 and options["bev_dsm"]: - e_nom = ( - number_cars - * options.get("bev_energy", 0.05) - * options["bev_availability"] - * electric_share - ) - - n.madd( - "Store", - nodes, - suffix=" battery storage", - bus=nodes + " EV battery", - carrier="battery storage", - e_cyclic=True, - e_nom=e_nom, - e_max_pu=1, - e_min_pu=dsm_profile[nodes], - ) - - if fuel_cell_share > 0: - n.madd( - "Load", - nodes, - suffix=" land transport fuel cell", - bus=nodes + " H2", - carrier="land transport fuel cell", - p_set=fuel_cell_share - / options["transport_fuel_cell_efficiency"] - * transport[nodes], - ) - - if ice_share > 0: - add_carrier_buses(n, "oil") - - 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=spatial.oil.demand_locations, - carrier="land transport oil", - unit="land transport", - ) - - n.madd( - "Load", - spatial.oil.land_transport, - bus=spatial.oil.land_transport, - carrier="land transport oil", - p_set=p_set_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", - efficiency2=costs.at["oil", "CO2 intensity"], - p_nom_extendable=True, - ) + if shares["ice"] > 0: + add_ice_cars(n, nodes, p_set, shares["ice"], temperature) + def build_heat_demand(n): @@ -3565,19 +3606,19 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): -compression_per_1000km * n.links.loc[carrier_i, "length_original"] / 1e3 ) - +#%% 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="37", ll="v1.0", - sector_opts="CO2L0-24H-T-H-B-I-A-dist1", + sector_opts="730H-T-H-B-I-A-dist1", planning_horizons="2030", ) From bed2ef43d5b222bad6bb5c5c65361815b03746c3 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Fri, 1 Mar 2024 15:47:52 +0100 Subject: [PATCH 010/164] fix p_nom ICE --- scripts/prepare_sector_network.py | 14 ++++++-------- 1 file changed, 6 insertions(+), 8 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 67b3fd7d..ca763d1e 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1627,24 +1627,22 @@ def add_ice_cars(n, nodes, p_set, ice_share, temperature): ice_efficiency = options["transport_internal_combustion_efficiency"] - if not options["regional_oil_demand"]: - p_nom = ice_share * p_set.sum(axis=1).max() / ice_efficiency - else: - p_nom = ice_share * p_set.max() / ice_efficiency + p_nom = ice_share * p_set.max() / ice_efficiency + suffix = " land transport ICE" + p_nom.rename(lambda x: x + suffix, inplace=True) n.madd( "Link", - nodes + " land transport ICE", + nodes + suffix, bus0=spatial.oil.nodes, bus1=nodes + " land transport", bus2=["co2 atmosphere"], carrier="land transport oil", efficiency=ice_efficiency, efficiency2=costs.at["oil", "CO2 intensity"], - p_nom_extendable=True, - # p_nom=p_nom, - capital_cost=1e4, + p_nom_extendable=False, + p_nom=p_nom, ) def add_land_transport(n, costs): From 8efe43f35f685b58bc20d497da4d68c508b84de8 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 4 Mar 2024 08:34:08 +0100 Subject: [PATCH 011/164] add temperature correction --- scripts/prepare_sector_network.py | 43 ++++++++++++++++++++++++++----- scripts/solve_network.py | 6 ++--- 2 files changed, 39 insertions(+), 10 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index ca763d1e..db93ede8 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1535,8 +1535,13 @@ def add_EVs(n, nodes, avail_profile, dsm_profile, p_set, electric_share, options["EV_upper_degree_factor"], ) + temp_eff = 1 / (1+dd_EV) + profile = p_set/p_set.max() - efficiency = costs.at['Battery electric (passenger cars)', 'efficiency'] + + car_efficiency = costs.at['Battery electric (passenger cars)', 'efficiency'] + + efficiency = car_efficiency * temp_eff n.madd( "Link", @@ -1602,9 +1607,21 @@ def add_EVs(n, nodes, avail_profile, dsm_profile, p_set, electric_share, def add_fuel_cell_cars(n, nodes, p_set, fuel_cell_share, temperature): - efficiency = options["transport_fuel_cell_efficiency"] + # correction factors for vehicle heating + cooling + dd_ICE = transport_degree_factor( + temperature, + options["transport_heating_deadband_lower"], + options["transport_heating_deadband_upper"], + options["ICE_lower_degree_factor"], + options["ICE_upper_degree_factor"], + ) + temp_eff = 1 / (1+dd_ICE) + car_efficiency = options["transport_fuel_cell_efficiency"] + efficiency = car_efficiency * temp_eff + + profile = p_set / p_set.max() - p_nom = fuel_cell_share * p_set / efficiency + p_nom = fuel_cell_share * p_set / car_efficiency n.madd( "Link", @@ -1624,10 +1641,22 @@ def add_fuel_cell_cars(n, nodes, p_set, fuel_cell_share, temperature): def add_ice_cars(n, nodes, p_set, ice_share, temperature): add_carrier_buses(n, "oil") - - ice_efficiency = options["transport_internal_combustion_efficiency"] - p_nom = ice_share * p_set.max() / ice_efficiency + # correction factors for vehicle heating + cooling + dd_ICE = transport_degree_factor( + temperature, + options["transport_heating_deadband_lower"], + options["transport_heating_deadband_upper"], + options["ICE_lower_degree_factor"], + options["ICE_upper_degree_factor"], + ) + temp_eff = 1 / (1+dd_ICE) + + car_efficiency = options["transport_internal_combustion_efficiency"] + + efficiency = car_efficiency * temp_eff + + p_nom = ice_share * p_set.max() / car_efficiency suffix = " land transport ICE" p_nom.rename(lambda x: x + suffix, inplace=True) @@ -1639,7 +1668,7 @@ def add_ice_cars(n, nodes, p_set, ice_share, temperature): bus1=nodes + " land transport", bus2=["co2 atmosphere"], carrier="land transport oil", - efficiency=ice_efficiency, + efficiency=efficiency, efficiency2=costs.at["oil", "CO2 intensity"], p_nom_extendable=False, p_nom=p_nom, diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 7e53e606..9ba38d0b 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -921,19 +921,19 @@ def solve_network(n, config, solving, **kwargs): return n - +#%% if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake snakemake = mock_snakemake( "solve_sector_network", - configfiles="../config/test/config.perfect.yaml", + # configfiles="../config/test/config.perfect.yaml", simpl="", opts="", clusters="37", ll="v1.0", - sector_opts="CO2L0-1H-T-H-B-I-A-dist1", + sector_opts="730H-T-H-B-I-A-dist1", planning_horizons="2030", ) configure_logging(snakemake) From 4ffa702d304c372afcb1f1875c8eba58063487e4 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 4 Mar 2024 08:49:44 +0100 Subject: [PATCH 012/164] temperature correction in extra function --- scripts/prepare_sector_network.py | 79 ++++++++++++++++--------------- 1 file changed, 42 insertions(+), 37 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index db93ede8..33c06afc 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1512,6 +1512,25 @@ def check_land_transport_shares(shares): "corresponding to increased or decreased demand assumptions." ) +def get_temp_efficency(car_efficiency, temperature, deadband_lw, deadband_up, + degree_factor_lw, degree_factor_up): + """ + Correct temperature depending on heating and cooling for respective car + type. + """ + # temperature correction for EVs + dd = transport_degree_factor( + temperature, + deadband_lw, + deadband_up, + degree_factor_lw, + degree_factor_up, + ) + + temp_eff = 1 / (1+dd) + + return car_efficiency * temp_eff + def add_EVs(n, nodes, avail_profile, dsm_profile, p_set, electric_share, number_cars, temperature): @@ -1526,22 +1545,16 @@ def add_EVs(n, nodes, avail_profile, dsm_profile, p_set, electric_share, unit="MWh_el", ) - # temperature correction for EVs - dd_EV = transport_degree_factor( - temperature, - options["transport_heating_deadband_lower"], - options["transport_heating_deadband_upper"], - options["EV_lower_degree_factor"], - options["EV_upper_degree_factor"], - ) - - temp_eff = 1 / (1+dd_EV) - - profile = p_set/p_set.max() - car_efficiency = costs.at['Battery electric (passenger cars)', 'efficiency'] - efficiency = car_efficiency * temp_eff + # temperature corrected efficiency + efficiency = get_temp_efficency(car_efficiency, temperature, + options["transport_heating_deadband_lower"], + options["transport_heating_deadband_upper"], + options["EV_lower_degree_factor"], + options["EV_upper_degree_factor"]) + + profile = p_set/p_set.max() n.madd( "Link", @@ -1553,7 +1566,7 @@ def add_EVs(n, nodes, avail_profile, dsm_profile, p_set, electric_share, efficiency=efficiency, p_min_pu=profile, p_max_pu=profile, - p_nom=electric_share*p_set.max()/efficiency, + p_nom=electric_share*p_set.max()/car_efficiency, p_nom_extendable=False, ) @@ -1607,21 +1620,18 @@ def add_EVs(n, nodes, avail_profile, dsm_profile, p_set, electric_share, def add_fuel_cell_cars(n, nodes, p_set, fuel_cell_share, temperature): - # correction factors for vehicle heating + cooling - dd_ICE = transport_degree_factor( - temperature, - options["transport_heating_deadband_lower"], - options["transport_heating_deadband_upper"], - options["ICE_lower_degree_factor"], - options["ICE_upper_degree_factor"], - ) - temp_eff = 1 / (1+dd_ICE) car_efficiency = options["transport_fuel_cell_efficiency"] - efficiency = car_efficiency * temp_eff + + # temperature corrected efficiency + efficiency = get_temp_efficency(car_efficiency, temperature, + options["transport_heating_deadband_lower"], + options["transport_heating_deadband_upper"], + options["ICE_lower_degree_factor"], + options["ICE_upper_degree_factor"]) profile = p_set / p_set.max() - p_nom = fuel_cell_share * p_set / car_efficiency + p_nom = fuel_cell_share * p_set.max() / car_efficiency n.madd( "Link", @@ -1642,19 +1652,14 @@ def add_ice_cars(n, nodes, p_set, ice_share, temperature): add_carrier_buses(n, "oil") - # correction factors for vehicle heating + cooling - dd_ICE = transport_degree_factor( - temperature, - options["transport_heating_deadband_lower"], - options["transport_heating_deadband_upper"], - options["ICE_lower_degree_factor"], - options["ICE_upper_degree_factor"], - ) - temp_eff = 1 / (1+dd_ICE) - car_efficiency = options["transport_internal_combustion_efficiency"] - efficiency = car_efficiency * temp_eff + # temperature corrected efficiency + efficiency = get_temp_efficency(car_efficiency, temperature, + options["transport_heating_deadband_lower"], + options["transport_heating_deadband_upper"], + options["ICE_lower_degree_factor"], + options["ICE_upper_degree_factor"]) p_nom = ice_share * p_set.max() / car_efficiency suffix = " land transport ICE" From 04d3164d7f88a050acc363bccae52246d82ef950 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 4 Mar 2024 09:41:22 +0100 Subject: [PATCH 013/164] adjust p_nom + profile --- scripts/prepare_sector_network.py | 27 ++++++++++++++++----------- 1 file changed, 16 insertions(+), 11 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 33c06afc..6aba1bd5 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1553,20 +1553,23 @@ def add_EVs(n, nodes, avail_profile, dsm_profile, p_set, electric_share, options["transport_heating_deadband_upper"], options["EV_lower_degree_factor"], options["EV_upper_degree_factor"]) + suffix = " land transport EV" - profile = p_set/p_set.max() + p_nom = electric_share * p_set.div(efficiency).max() + + profile = p_set.div(efficiency)/p_set.div(efficiency).max() n.madd( "Link", nodes, - suffix=" land transport EV", + suffix=suffix, bus0=nodes + " EV battery", bus1=nodes + " land transport", carrier="land transport EV", efficiency=efficiency, p_min_pu=profile, p_max_pu=profile, - p_nom=electric_share*p_set.max()/car_efficiency, + p_nom=p_nom, p_nom_extendable=False, ) @@ -1629,14 +1632,16 @@ def add_fuel_cell_cars(n, nodes, p_set, fuel_cell_share, temperature): options["ICE_lower_degree_factor"], options["ICE_upper_degree_factor"]) + suffix = " land transport fuel cell" + + p_nom = fuel_cell_share * p_set.div(efficiency).max() - profile = p_set / p_set.max() - p_nom = fuel_cell_share * p_set.max() / car_efficiency + profile = p_set.div(efficiency)/p_set.div(efficiency).max() n.madd( "Link", nodes, - suffix=" land transport fuel cell", + suffix=suffix, bus0=spatial.h2.nodes, bus1=nodes + " land transport", carrier="land transport fuel cell", @@ -1660,15 +1665,15 @@ def add_ice_cars(n, nodes, p_set, ice_share, temperature): options["transport_heating_deadband_upper"], options["ICE_lower_degree_factor"], options["ICE_upper_degree_factor"]) - - p_nom = ice_share * p_set.max() / car_efficiency suffix = " land transport ICE" - p_nom.rename(lambda x: x + suffix, inplace=True) - + p_nom = ice_share * p_set.div(efficiency).max() + + n.madd( "Link", - nodes + suffix, + nodes, + suffix=suffix, bus0=spatial.oil.nodes, bus1=nodes + " land transport", bus2=["co2 atmosphere"], From 4242a0841ce56c34e3c25ceddb7f7c01984e966c Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 4 Mar 2024 08:44:51 +0000 Subject: [PATCH 014/164] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/build_transport_demand.py | 20 ++- scripts/prepare_sector_network.py | 202 +++++++++++++++++------------- scripts/solve_network.py | 3 +- 3 files changed, 129 insertions(+), 96 deletions(-) diff --git a/scripts/build_transport_demand.py b/scripts/build_transport_demand.py index 7e54b567..a13c8df9 100644 --- a/scripts/build_transport_demand.py +++ b/scripts/build_transport_demand.py @@ -21,7 +21,7 @@ logger = logging.getLogger(__name__) def build_nodal_transport_data(fn, pop_layout): # get numbers of car and fuel efficieny per country transport_data = pd.read_csv(fn, index_col=0) - + # break number of cars down to nodal level based on population density nodal_transport_data = transport_data.loc[pop_layout.ct].fillna(0.0) nodal_transport_data.index = pop_layout.index @@ -39,12 +39,11 @@ def build_nodal_transport_data(fn, pop_layout): def build_transport_demand(traffic_fn, airtemp_fn, nodes, nodal_transport_data): """ - returns transport demand per bus in unit kinetic energy. + Returns transport demand per bus in unit kinetic energy. """ # averaged weekly counts from the year 2010-2015 - traffic = pd.read_csv(traffic_fn, skiprows=2, - usecols=["count"]).squeeze("columns") - + traffic = pd.read_csv(traffic_fn, skiprows=2, usecols=["count"]).squeeze("columns") + # create annual profile take account time zone + summer time transport_shape = generate_periodic_profiles( dt_index=snapshots, @@ -65,7 +64,6 @@ def build_transport_demand(traffic_fn, airtemp_fn, nodes, nodal_transport_data): options["ICE_upper_degree_factor"], ) - # divide out the heating/cooling demand from ICE totals ice_correction = (transport_shape * (1 + dd_ICE)).sum() / transport_shape.sum() @@ -75,9 +73,8 @@ def build_transport_demand(traffic_fn, airtemp_fn, nodes, nodal_transport_data): - pop_weighted_energy_totals["electricity rail"] ) - return ( - (transport_shape.multiply(energy_totals_transport) * 1e6 * nyears) - .divide(nodal_transport_data["average fuel efficiency"] * ice_correction) + return (transport_shape.multiply(energy_totals_transport) * 1e6 * nyears).divide( + nodal_transport_data["average fuel efficiency"] * ice_correction ) @@ -141,7 +138,7 @@ def bev_availability_profile(fn, snapshots, nodes, options): def bev_dsm_profile(snapshots, nodes, options): dsm_week = np.zeros((24 * 7,)) - + # assuming that at a certain time ("bev_dsm_restriction_time") EVs have to # be charged to a minimum value (defined in bev_dsm_restriction_value) dsm_week[(np.arange(0, 7, 1) * 24 + options["bev_dsm_restriction_time"])] = options[ @@ -154,7 +151,8 @@ def bev_dsm_profile(snapshots, nodes, options): weekly_profile=dsm_week, ) -#%% + +# %% if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 6aba1bd5..e7bd105b 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1505,15 +1505,22 @@ def add_storage_and_grids(n, costs): def check_land_transport_shares(shares): # Sums up the shares, ignoring None values - total_share = sum(filter(None, shares)) + total_share = sum(filter(None, shares)) if total_share != 1: logger.warning( f"Total land transport shares sum up to {total_share:.2%}," "corresponding to increased or decreased demand assumptions." ) -def get_temp_efficency(car_efficiency, temperature, deadband_lw, deadband_up, - degree_factor_lw, degree_factor_up): + +def get_temp_efficency( + car_efficiency, + temperature, + deadband_lw, + deadband_up, + degree_factor_lw, + degree_factor_up, +): """ Correct temperature depending on heating and cooling for respective car type. @@ -1526,14 +1533,23 @@ def get_temp_efficency(car_efficiency, temperature, deadband_lw, deadband_up, degree_factor_lw, degree_factor_up, ) - - temp_eff = 1 / (1+dd) - + + temp_eff = 1 / (1 + dd) + return car_efficiency * temp_eff -def add_EVs(n, nodes, avail_profile, dsm_profile, p_set, electric_share, - number_cars, temperature): - + +def add_EVs( + n, + nodes, + avail_profile, + dsm_profile, + p_set, + electric_share, + number_cars, + temperature, +): + n.add("Carrier", "Li ion") n.madd( @@ -1544,35 +1560,37 @@ def add_EVs(n, nodes, avail_profile, dsm_profile, p_set, electric_share, carrier="Li ion", unit="MWh_el", ) - - car_efficiency = costs.at['Battery electric (passenger cars)', 'efficiency'] - - # temperature corrected efficiency - efficiency = get_temp_efficency(car_efficiency, temperature, - options["transport_heating_deadband_lower"], - options["transport_heating_deadband_upper"], - options["EV_lower_degree_factor"], - options["EV_upper_degree_factor"]) + + car_efficiency = costs.at["Battery electric (passenger cars)", "efficiency"] + + # temperature corrected efficiency + efficiency = get_temp_efficency( + car_efficiency, + temperature, + options["transport_heating_deadband_lower"], + options["transport_heating_deadband_upper"], + options["EV_lower_degree_factor"], + options["EV_upper_degree_factor"], + ) suffix = " land transport EV" - + p_nom = electric_share * p_set.div(efficiency).max() - - profile = p_set.div(efficiency)/p_set.div(efficiency).max() - + + profile = p_set.div(efficiency) / p_set.div(efficiency).max() + n.madd( "Link", nodes, suffix=suffix, - bus0=nodes + " EV battery", + bus0=nodes + " EV battery", bus1=nodes + " land transport", carrier="land transport EV", - efficiency=efficiency, + efficiency=efficiency, p_min_pu=profile, p_max_pu=profile, p_nom=p_nom, p_nom_extendable=False, ) - p_nom = number_cars * options.get("bev_charge_rate", 0.011) * electric_share @@ -1600,7 +1618,7 @@ def add_EVs(n, nodes, avail_profile, dsm_profile, p_set, electric_share, p_max_pu=avail_profile[nodes], efficiency=options.get("bev_charge_efficiency", 0.9), ) - + if options["bev_dsm"]: e_nom = ( number_cars @@ -1608,7 +1626,7 @@ def add_EVs(n, nodes, avail_profile, dsm_profile, p_set, electric_share, * options["bev_availability"] * electric_share ) - + n.madd( "Store", nodes, @@ -1620,56 +1638,62 @@ def add_EVs(n, nodes, avail_profile, dsm_profile, p_set, electric_share, e_max_pu=1, e_min_pu=dsm_profile[nodes], ) - + + def add_fuel_cell_cars(n, nodes, p_set, fuel_cell_share, temperature): - + car_efficiency = options["transport_fuel_cell_efficiency"] - - # temperature corrected efficiency - efficiency = get_temp_efficency(car_efficiency, temperature, - options["transport_heating_deadband_lower"], - options["transport_heating_deadband_upper"], - options["ICE_lower_degree_factor"], - options["ICE_upper_degree_factor"]) - + + # temperature corrected efficiency + efficiency = get_temp_efficency( + car_efficiency, + temperature, + options["transport_heating_deadband_lower"], + options["transport_heating_deadband_upper"], + options["ICE_lower_degree_factor"], + options["ICE_upper_degree_factor"], + ) + suffix = " land transport fuel cell" - + p_nom = fuel_cell_share * p_set.div(efficiency).max() - - profile = p_set.div(efficiency)/p_set.div(efficiency).max() - + + profile = p_set.div(efficiency) / p_set.div(efficiency).max() + n.madd( "Link", nodes, suffix=suffix, bus0=spatial.h2.nodes, bus1=nodes + " land transport", - carrier="land transport fuel cell", - efficiency=efficiency, + carrier="land transport fuel cell", + efficiency=efficiency, p_nom_extendable=False, p_nom=p_nom, p_min_pu=profile, p_max_pu=profile, ) - - + + def add_ice_cars(n, nodes, p_set, ice_share, temperature): - + add_carrier_buses(n, "oil") - + car_efficiency = options["transport_internal_combustion_efficiency"] - - # temperature corrected efficiency - efficiency = get_temp_efficency(car_efficiency, temperature, - options["transport_heating_deadband_lower"], - options["transport_heating_deadband_upper"], - options["ICE_lower_degree_factor"], - options["ICE_upper_degree_factor"]) + + # temperature corrected efficiency + efficiency = get_temp_efficency( + car_efficiency, + temperature, + options["transport_heating_deadband_lower"], + options["transport_heating_deadband_upper"], + options["ICE_lower_degree_factor"], + options["ICE_upper_degree_factor"], + ) suffix = " land transport ICE" - - p_nom = ice_share * p_set.div(efficiency).max() - - + + p_nom = ice_share * p_set.div(efficiency).max() + n.madd( "Link", nodes, @@ -1683,12 +1707,13 @@ def add_ice_cars(n, nodes, p_set, ice_share, temperature): p_nom_extendable=False, p_nom=p_nom, ) - + + def add_land_transport(n, costs): # TODO options? logger.info("Add land transport") - + # read in transport demand in units kinetic energy transport = pd.read_csv( snakemake.input.transport_demand, index_col=0, parse_dates=True @@ -1702,54 +1727,62 @@ def add_land_transport(n, costs): dsm_profile = pd.read_csv( snakemake.input.dsm_profile, index_col=0, parse_dates=True ) - + # exogenous share of passenger car type engine_types = ["fuel_cell", "electric", "ice"] shares = pd.Series() for engine in engine_types: - shares[engine] = get(options[f"land_transport_{engine}_share"], - investment_year) + shares[engine] = get(options[f"land_transport_{engine}_share"], investment_year) logger.info(f"{engine} share: {shares[engine]*100}%") - - check_land_transport_shares(shares) - + + check_land_transport_shares(shares) + nodes = spatial.nodes - + # Add load for transport demand n.add("Carrier", "land transport demand") - n.madd("Bus", - nodes, - location=nodes, - suffix=" land transport", - carrier="land transport demand", - unit="MWh_kinetic") - + n.madd( + "Bus", + nodes, + location=nodes, + suffix=" land transport", + carrier="land transport demand", + unit="MWh_kinetic", + ) + p_set = transport[nodes] - - # add demand + + # add demand n.madd( "Load", nodes, suffix=" land transport", bus=nodes + " land transport", carrier="land transport demand", - p_set=p_set, + p_set=p_set, ) - + # temperature for correction factor for heating/cooling temperature = xr.open_dataarray(snakemake.input.temp_air_total).to_pandas() - + if shares["electric"] > 0: - add_EVs(n, nodes, avail_profile, dsm_profile, p_set, shares["electric"], - number_cars, temperature) - + add_EVs( + n, + nodes, + avail_profile, + dsm_profile, + p_set, + shares["electric"], + number_cars, + temperature, + ) + if shares["fuel_cell"] > 0: add_fuel_cell_cars(n, nodes, p_set, shares["fuel_cell"], temperature) if shares["ice"] > 0: add_ice_cars(n, nodes, p_set, shares["ice"], temperature) - def build_heat_demand(n): @@ -3643,7 +3676,8 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): -compression_per_1000km * n.links.loc[carrier_i, "length_original"] / 1e3 ) -#%% + +# %% 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 9ba38d0b..d1ca16d7 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -921,7 +921,8 @@ def solve_network(n, config, solving, **kwargs): return n -#%% + +# %% if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake From f2ba96e1483e4c9dc7f756164fbcbef0d1d414c8 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 4 Mar 2024 11:24:43 +0100 Subject: [PATCH 015/164] add color for land transport demand --- config/config.default.yaml | 1 + 1 file changed, 1 insertion(+) diff --git a/config/config.default.yaml b/config/config.default.yaml index ad4144d5..aa662839 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -981,6 +981,7 @@ plotting: BEV charger: '#baf238' V2G: '#e5ffa8' land transport EV: '#baf238' + land transport demand: '#38baf2' Li ion: '#baf238' # hot water storage water tanks: '#e69487' From d4bdf489c9ef8e729012f6ed2a70135ec7f2df8a Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 4 Mar 2024 12:08:45 +0100 Subject: [PATCH 016/164] add cyclic shift for EVs --- 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 e7bd105b..b7bb4ebe 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1573,11 +1573,18 @@ def add_EVs( options["EV_upper_degree_factor"], ) suffix = " land transport EV" - + + p_shifted = (p_set + cycling_shift(p_set, 1) + cycling_shift(p_set, 2)) / 3 + + cyclic_eff = p_set.div(p_shifted) + + efficiency *= cyclic_eff + p_nom = electric_share * p_set.div(efficiency).max() - profile = p_set.div(efficiency) / p_set.div(efficiency).max() - + profile = p_shifted.div(efficiency) / p_shifted.div(efficiency).max() + + n.madd( "Link", nodes, From c14f782f51790efee01bb66e6e175cb360f4cb4f Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 4 Mar 2024 12:11:19 +0100 Subject: [PATCH 017/164] add lifetime to links --- 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 b7bb4ebe..38c1e737 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1597,6 +1597,7 @@ def add_EVs( p_max_pu=profile, p_nom=p_nom, p_nom_extendable=False, + lifetime=1, ) p_nom = number_cars * options.get("bev_charge_rate", 0.011) * electric_share @@ -1679,6 +1680,7 @@ def add_fuel_cell_cars(n, nodes, p_set, fuel_cell_share, temperature): p_nom=p_nom, p_min_pu=profile, p_max_pu=profile, + lifetime=1, ) @@ -1713,6 +1715,7 @@ def add_ice_cars(n, nodes, p_set, ice_share, temperature): efficiency2=costs.at["oil", "CO2 intensity"], p_nom_extendable=False, p_nom=p_nom, + lifetime=1, ) From fa935be5cb2561d0c63673619a6c89b0c187df9f Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 4 Mar 2024 11:11:43 +0000 Subject: [PATCH 018/164] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 11 +++++------ 1 file changed, 5 insertions(+), 6 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 38c1e737..c32a5d14 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1573,18 +1573,17 @@ def add_EVs( options["EV_upper_degree_factor"], ) suffix = " land transport EV" - + p_shifted = (p_set + cycling_shift(p_set, 1) + cycling_shift(p_set, 2)) / 3 - + cyclic_eff = p_set.div(p_shifted) - + efficiency *= cyclic_eff - + p_nom = electric_share * p_set.div(efficiency).max() profile = p_shifted.div(efficiency) / p_shifted.div(efficiency).max() - - + n.madd( "Link", nodes, From 66257e1e843039852fd586e99c7c3de3a08b645c Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 4 Mar 2024 15:41:57 +0100 Subject: [PATCH 019/164] fix bug with cyclic shift --- 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 c32a5d14..c4554b87 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1573,17 +1573,18 @@ def add_EVs( options["EV_upper_degree_factor"], ) suffix = " land transport EV" - + p_shifted = (p_set + cycling_shift(p_set, 1) + cycling_shift(p_set, 2)) / 3 - + cyclic_eff = p_set.div(p_shifted) - + efficiency *= cyclic_eff - + p_nom = electric_share * p_set.div(efficiency).max() - profile = p_shifted.div(efficiency) / p_shifted.div(efficiency).max() - + profile = p_set.div(efficiency) / p_set.div(efficiency).max() + + n.madd( "Link", nodes, From fb08d16be95094c0c16a53edbaee495cee53e60e Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 4 Mar 2024 14:49:17 +0000 Subject: [PATCH 020/164] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 11 +++++------ 1 file changed, 5 insertions(+), 6 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index c4554b87..0affa679 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1573,18 +1573,17 @@ def add_EVs( options["EV_upper_degree_factor"], ) suffix = " land transport EV" - + p_shifted = (p_set + cycling_shift(p_set, 1) + cycling_shift(p_set, 2)) / 3 - + cyclic_eff = p_set.div(p_shifted) - + efficiency *= cyclic_eff - + p_nom = electric_share * p_set.div(efficiency).max() profile = p_set.div(efficiency) / p_set.div(efficiency).max() - - + n.madd( "Link", nodes, From 6712e48aa0a6cb88b79d8afdec7f6048c1ee0fe1 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 4 Mar 2024 15:50:50 +0100 Subject: [PATCH 021/164] fix spelling mistake --- scripts/build_transport_demand.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_transport_demand.py b/scripts/build_transport_demand.py index a13c8df9..26f90ca7 100644 --- a/scripts/build_transport_demand.py +++ b/scripts/build_transport_demand.py @@ -19,7 +19,7 @@ logger = logging.getLogger(__name__) def build_nodal_transport_data(fn, pop_layout): - # get numbers of car and fuel efficieny per country + # get numbers of car and fuel efficiency per country transport_data = pd.read_csv(fn, index_col=0) # break number of cars down to nodal level based on population density From fe51fd7022aa973c4a03785f5dce7f87024aa75e Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 4 Mar 2024 17:00:57 +0100 Subject: [PATCH 022/164] adjust for temporal aggregation --- scripts/prepare_sector_network.py | 34 +++++++++++++++++++++++++++++-- 1 file changed, 32 insertions(+), 2 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 0affa679..a82778d4 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1701,7 +1701,9 @@ def add_ice_cars(n, nodes, p_set, ice_share, temperature): suffix = " land transport ICE" p_nom = ice_share * p_set.div(efficiency).max() - + + profile = p_set.div(efficiency) / p_set.div(efficiency).max() + n.madd( "Link", nodes, @@ -1714,6 +1716,8 @@ def add_ice_cars(n, nodes, p_set, ice_share, temperature): efficiency2=costs.at["oil", "CO2 intensity"], p_nom_extendable=False, p_nom=p_nom, + p_min_pu=profile, + p_max_pu=profile, lifetime=1, ) @@ -3686,6 +3690,30 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): ) + +def adjust_transport_temporal_agg(n): + + engine_types = {"fuel_cell":'land transport fuel cell', + "electric": 'land transport EV', + "ice": 'land transport oil'} + + p_set = n.loads_t.p_set.loc[:, n.loads.carrier=="land transport demand"] + + for engine, carrier in engine_types.items(): + share = get(options[f"land_transport_{engine}_share"], investment_year) + + if share==0: continue + links_i = n.links[n.links.carrier==carrier].index + efficiency = n.links_t.efficiency.loc[:, links_i] + p_set.columns = efficiency.columns + p_nom = share * p_set.div(efficiency).max() + profile = p_set.div(efficiency) / p_set.div(efficiency).max() + + n.links.loc[links_i, "p_nom"] = p_nom + n.links_t.p_max_pu[links_i] = profile + n.links_t.p_min_pu[links_i] = profile + + # %% if __name__ == "__main__": if "snakemake" not in globals(): @@ -3699,7 +3727,7 @@ if __name__ == "__main__": clusters="37", ll="v1.0", sector_opts="730H-T-H-B-I-A-dist1", - planning_horizons="2030", + planning_horizons="2050", ) configure_logging(snakemake) @@ -3784,6 +3812,8 @@ if __name__ == "__main__": solver_name = snakemake.config["solving"]["solver"]["name"] resolution = snakemake.params.time_resolution n = set_temporal_aggregation(n, resolution, solver_name) + + adjust_transport_temporal_agg(n) co2_budget = snakemake.params.co2_budget if isinstance(co2_budget, str) and co2_budget.startswith("cb"): From ff0093c8fed0b3b778c8a175c7a9d61cb80c75c6 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 4 Mar 2024 16:01:29 +0000 Subject: [PATCH 023/164] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 36 ++++++++++++++++--------------- 1 file changed, 19 insertions(+), 17 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index a82778d4..a5635235 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1701,9 +1701,9 @@ def add_ice_cars(n, nodes, p_set, ice_share, temperature): suffix = " land transport ICE" p_nom = ice_share * p_set.div(efficiency).max() - + profile = p_set.div(efficiency) / p_set.div(efficiency).max() - + n.madd( "Link", nodes, @@ -3690,30 +3690,32 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): ) - def adjust_transport_temporal_agg(n): - - engine_types = {"fuel_cell":'land transport fuel cell', - "electric": 'land transport EV', - "ice": 'land transport oil'} - - p_set = n.loads_t.p_set.loc[:, n.loads.carrier=="land transport demand"] - + + engine_types = { + "fuel_cell": "land transport fuel cell", + "electric": "land transport EV", + "ice": "land transport oil", + } + + p_set = n.loads_t.p_set.loc[:, n.loads.carrier == "land transport demand"] + for engine, carrier in engine_types.items(): share = get(options[f"land_transport_{engine}_share"], investment_year) - - if share==0: continue - links_i = n.links[n.links.carrier==carrier].index + + if share == 0: + continue + links_i = n.links[n.links.carrier == carrier].index efficiency = n.links_t.efficiency.loc[:, links_i] p_set.columns = efficiency.columns p_nom = share * p_set.div(efficiency).max() profile = p_set.div(efficiency) / p_set.div(efficiency).max() - + n.links.loc[links_i, "p_nom"] = p_nom n.links_t.p_max_pu[links_i] = profile n.links_t.p_min_pu[links_i] = profile - - + + # %% if __name__ == "__main__": if "snakemake" not in globals(): @@ -3812,7 +3814,7 @@ if __name__ == "__main__": solver_name = snakemake.config["solving"]["solver"]["name"] resolution = snakemake.params.time_resolution n = set_temporal_aggregation(n, resolution, solver_name) - + adjust_transport_temporal_agg(n) co2_budget = snakemake.params.co2_budget From 1b6e5dc0c2b4c04c51f158896067ef14d8d76a8e Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 4 Mar 2024 17:22:52 +0100 Subject: [PATCH 024/164] adjust for perfect foresight --- scripts/prepare_perfect_foresight.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/scripts/prepare_perfect_foresight.py b/scripts/prepare_perfect_foresight.py index f7e8495e..fbc17a52 100644 --- a/scripts/prepare_perfect_foresight.py +++ b/scripts/prepare_perfect_foresight.py @@ -21,6 +21,7 @@ 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 +from prepare_sector_network import adjust_transport_temporal_agg logger = logging.getLogger(__name__) @@ -520,7 +521,8 @@ if __name__ == "__main__": segments = snakemake.params.time_resolution if isinstance(segments, (int, float)): n = apply_time_segmentation_perfect(n, segments, solver_name=solver_name) - + adjust_transport_temporal_agg(n) + # adjust global constraints lv limit if the same for all years n = adjust_lvlimit(n) # adjust global constraints CO2 limit From 3549e6843d1362374aa45997502735b8b6df00d6 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 4 Mar 2024 16:24:49 +0000 Subject: [PATCH 025/164] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_perfect_foresight.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/scripts/prepare_perfect_foresight.py b/scripts/prepare_perfect_foresight.py index fbc17a52..8df05cee 100644 --- a/scripts/prepare_perfect_foresight.py +++ b/scripts/prepare_perfect_foresight.py @@ -18,10 +18,10 @@ from _helpers import ( update_config_from_wildcards, ) from add_existing_baseyear import add_build_year_to_new_assets +from prepare_sector_network import adjust_transport_temporal_agg from pypsa.descriptors import expand_series from pypsa.io import import_components_from_dataframe from six import iterkeys -from prepare_sector_network import adjust_transport_temporal_agg logger = logging.getLogger(__name__) @@ -522,7 +522,7 @@ if __name__ == "__main__": if isinstance(segments, (int, float)): n = apply_time_segmentation_perfect(n, segments, solver_name=solver_name) adjust_transport_temporal_agg(n) - + # adjust global constraints lv limit if the same for all years n = adjust_lvlimit(n) # adjust global constraints CO2 limit From 9c93917c31138c7fbc8b601761d10b76727e4284 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 4 Mar 2024 17:29:25 +0100 Subject: [PATCH 026/164] add release notes --- doc/release_notes.rst | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 8167f6dd..9d6e3c26 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -9,6 +9,11 @@ Release Notes Upcoming Release ================ +* fix bug in land transport for temperature correction of ICEs and fuel cell cars + +* restructure land transport, demand is now attached to one single node, the +different car types (ICE, EV, fuel cell) are modelled as links + * Upgrade default techno-economic assumptions to ``technology-data`` v0.8.1. * Linearly interpolate missing investment periods in year-dependent From a805f5cfb3f6873144b6f5cfc20250535d102b29 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 4 Mar 2024 16:38:36 +0000 Subject: [PATCH 027/164] [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 9d6e3c26..c3da4147 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -11,7 +11,7 @@ Upcoming Release ================ * fix bug in land transport for temperature correction of ICEs and fuel cell cars -* restructure land transport, demand is now attached to one single node, the +* restructure land transport, demand is now attached to one single node, the different car types (ICE, EV, fuel cell) are modelled as links * Upgrade default techno-economic assumptions to ``technology-data`` v0.8.1. From 74504a0ff3bba7d8d69e7e6f7c50d8f4a0b9c5d0 Mon Sep 17 00:00:00 2001 From: lisazeyen <35347358+lisazeyen@users.noreply.github.com> Date: Wed, 6 Mar 2024 09:04:30 +0100 Subject: [PATCH 028/164] add lifetime to BEV --- 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 a5635235..bb4b71a8 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1610,6 +1610,7 @@ def add_EVs( p_nom=p_nom, carrier="BEV charger", p_max_pu=avail_profile[nodes], + lifetime=1, efficiency=options.get("bev_charge_efficiency", 0.9), ) From 5046289c5ff77f671945db6c87abbcacbd601f65 Mon Sep 17 00:00:00 2001 From: lisazeyen <35347358+lisazeyen@users.noreply.github.com> Date: Wed, 6 Mar 2024 14:00:38 +0100 Subject: [PATCH 029/164] add lifetime V2G --- 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 71772e81..712cb9fa 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1618,6 +1618,7 @@ def add_EVs( p_nom=p_nom, carrier="V2G", p_max_pu=avail_profile[nodes], + lifetime=1, efficiency=options.get("bev_charge_efficiency", 0.9), ) From e8761c9e24fc34583e9a53bb0b7f9b8484d70121 Mon Sep 17 00:00:00 2001 From: toniseibold Date: Mon, 25 Mar 2024 15:03:23 +0100 Subject: [PATCH 030/164] overwriting agriculture and transport totals --- scripts/build_energy_totals.py | 16 ++++++++++++++-- 1 file changed, 14 insertions(+), 2 deletions(-) diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index b56d3294..fcba5b4d 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -842,7 +842,7 @@ def rescale_idees_from_eurostat( "total": [ "total agriculture heat", "total agriculture machinery", - "total agriculture", + "total agriculture", # = sum of all other agriculture categories ], "elec": [ "total agriculture electricity", @@ -850,7 +850,7 @@ def rescale_idees_from_eurostat( }, "Road": { "total": [ - "total road", + "total road", # = sum of all other road categories "total passenger cars", "total other road passenger", "total light duty road freight", @@ -891,6 +891,7 @@ def rescale_idees_from_eurostat( navigation = [ "total domestic navigation", ] + # international navigation is already read in from the eurostat data directly for country in idees_countries: filling_years = [(2015, slice(2016, 2021)), (2000, slice(1990, 1999))] @@ -940,6 +941,17 @@ def rescale_idees_from_eurostat( energy.loc[slicer_source, navigation].squeeze(axis=0), ).values + # set the total of agriculture/road to the sum of all agriculture/road categories (corresponding to the IDEES data) + energy.loc[country, "total agriculture"] = energy.loc[country, ["total agriculture electricity", "total agriculture heat", "total agriculture machinery"]].sum(axis=1) + + energy.loc[country, :]["total road"] = energy[["total passenger cars", + "total other road passenger", + "total light duty road freight", + "electricity road", + "electricity passenger cars", + "electricity other road passenger", + "electricity light duty road freight"]].loc[country, :].sum(axis=1) + return energy From dda0c98b2833adb21424cdfd57d9af81774eadf4 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 25 Mar 2024 14:05:17 +0000 Subject: [PATCH 031/164] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/build_energy_totals.py | 25 ++++++++++++++++++++----- 1 file changed, 20 insertions(+), 5 deletions(-) diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index fcba5b4d..5bcd2695 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -842,7 +842,7 @@ def rescale_idees_from_eurostat( "total": [ "total agriculture heat", "total agriculture machinery", - "total agriculture", # = sum of all other agriculture categories + "total agriculture", # = sum of all other agriculture categories ], "elec": [ "total agriculture electricity", @@ -850,7 +850,7 @@ def rescale_idees_from_eurostat( }, "Road": { "total": [ - "total road", # = sum of all other road categories + "total road", # = sum of all other road categories "total passenger cars", "total other road passenger", "total light duty road freight", @@ -942,15 +942,30 @@ def rescale_idees_from_eurostat( ).values # set the total of agriculture/road to the sum of all agriculture/road categories (corresponding to the IDEES data) - energy.loc[country, "total agriculture"] = energy.loc[country, ["total agriculture electricity", "total agriculture heat", "total agriculture machinery"]].sum(axis=1) + energy.loc[country, "total agriculture"] = energy.loc[ + country, + [ + "total agriculture electricity", + "total agriculture heat", + "total agriculture machinery", + ], + ].sum(axis=1) - energy.loc[country, :]["total road"] = energy[["total passenger cars", + energy.loc[country, :]["total road"] = ( + energy[ + [ + "total passenger cars", "total other road passenger", "total light duty road freight", "electricity road", "electricity passenger cars", "electricity other road passenger", - "electricity light duty road freight"]].loc[country, :].sum(axis=1) + "electricity light duty road freight", + ] + ] + .loc[country, :] + .sum(axis=1) + ) return energy From 435350e07b626e98601f015de9c0ba8d45c7a65c Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 26 Mar 2024 15:25:46 +0000 Subject: [PATCH 032/164] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/build_transport_demand.py | 2 -- scripts/prepare_sector_network.py | 4 +--- 2 files changed, 1 insertion(+), 5 deletions(-) diff --git a/scripts/build_transport_demand.py b/scripts/build_transport_demand.py index a9ac9e22..2954a999 100644 --- a/scripts/build_transport_demand.py +++ b/scripts/build_transport_demand.py @@ -23,13 +23,11 @@ from _helpers import ( logger = logging.getLogger(__name__) - def build_nodal_transport_data(fn, pop_layout, year): # get numbers of car and fuel efficiency per country transport_data = pd.read_csv(fn, index_col=[0, 1]) transport_data = transport_data.xs(min(2015, year), level="year") - # break number of cars down to nodal level based on population density nodal_transport_data = transport_data.loc[pop_layout.ct].fillna(0.0) nodal_transport_data.index = pop_layout.index diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 970d6e9d..53355b27 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -23,15 +23,13 @@ from _helpers import ( update_config_from_wildcards, ) from add_electricity import calculate_annuity, sanitize_carriers, sanitize_locations - -from build_transport_demand import transport_degree_factor - from build_energy_totals import ( build_co2_totals, build_eea_co2, build_eurostat, build_eurostat_co2, ) +from build_transport_demand import transport_degree_factor from networkx.algorithms import complement from networkx.algorithms.connectivity.edge_augmentation import k_edge_augmentation from prepare_network import maybe_adjust_costs_and_potentials From d09df8a4733de899de6de7b361b0ebcec9b0c1a8 Mon Sep 17 00:00:00 2001 From: toniseibold Date: Tue, 26 Mar 2024 20:56:11 +0100 Subject: [PATCH 033/164] bug fix --- 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 5bcd2695..2f4f29b6 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -951,7 +951,7 @@ def rescale_idees_from_eurostat( ], ].sum(axis=1) - energy.loc[country, :]["total road"] = ( + energy.loc[country, "total road"] = ( energy[ [ "total passenger cars", From 8d93b0636ed77a7f5837ff8af8b52c70648e2cb3 Mon Sep 17 00:00:00 2001 From: Thomas Gilon Date: Thu, 4 Apr 2024 15:17:57 +0200 Subject: [PATCH 034/164] Fix fill missing in industry sector ratios intermediate --- doc/release_notes.rst | 2 ++ scripts/build_industry_sector_ratios_intermediate.py | 4 +++- 2 files changed, 5 insertions(+), 1 deletion(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 8326f615..d07d1901 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -174,6 +174,8 @@ Upcoming Release * Fix index of existing capacities in `add_power_capacities_installed_before_baseyear` with `m` option. +* Fix fill missing data in `build_industry_sector_ratios_intermediate`. + PyPSA-Eur 0.10.0 (19th February 2024) ===================================== diff --git a/scripts/build_industry_sector_ratios_intermediate.py b/scripts/build_industry_sector_ratios_intermediate.py index 14e09505..d1525242 100644 --- a/scripts/build_industry_sector_ratios_intermediate.py +++ b/scripts/build_industry_sector_ratios_intermediate.py @@ -54,8 +54,10 @@ def build_industry_sector_ratios_intermediate(): today_sector_ratios_ct = ( group.droplevel(0) .T.reindex_like(future_sector_ratios) - .fillna(future_sector_ratios) ) + missing_mask = (today_sector_ratios_ct.isna().all()) + today_sector_ratios_ct.loc[:, missing_mask] = future_sector_ratios.loc[:, missing_mask] + today_sector_ratios_ct.loc[:, ~missing_mask] = today_sector_ratios_ct.loc[:, ~missing_mask].fillna(0) intermediate_sector_ratios[ct] = ( today_sector_ratios_ct * (1 - fraction_future) + future_sector_ratios * fraction_future From 509f7e614fbdef6143a717f5aa2e38eec249e86d Mon Sep 17 00:00:00 2001 From: Thomas Gilon Date: Thu, 11 Apr 2024 10:29:30 +0200 Subject: [PATCH 035/164] Clarify suffix usage in add existing baseyear --- doc/release_notes.rst | 2 ++ scripts/add_existing_baseyear.py | 27 ++++++++----------------- scripts/build_industry_sector_ratios.py | 2 +- 3 files changed, 11 insertions(+), 20 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index d42b149f..a1bff4b5 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -181,6 +181,8 @@ Upcoming Release * Fix custom busmap read in `cluster_network`. +* Clarify suffix usage in `add_existing_baseyear`. + PyPSA-Eur 0.10.0 (19th February 2024) ===================================== diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index f445efe3..c57b3fdc 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -152,7 +152,7 @@ def add_power_capacities_installed_before_baseyear(n, grouping_years, costs, bas technology_to_drop = ["Pv", "Storage Technologies"] - # drop unused fueltyps and technologies + # drop unused fueltypes and technologies df_agg.drop(df_agg.index[df_agg.Fueltype.isin(fueltype_to_drop)], inplace=True) df_agg.drop(df_agg.index[df_agg.Technology.isin(technology_to_drop)], inplace=True) df_agg.Fueltype = df_agg.Fueltype.map(rename_fuel) @@ -230,6 +230,7 @@ def add_power_capacities_installed_before_baseyear(n, grouping_years, costs, bas ] suffix = "-ac" if generator == "offwind" else "" name_suffix = f" {generator}{suffix}-{grouping_year}" + name_suffix_by = f" {generator}{suffix}-{baseyear}" asset_i = capacity.index + name_suffix if generator in ["solar", "onwind", "offwind"]: # to consider electricity grid connection costs or a split between @@ -259,21 +260,11 @@ def add_power_capacities_installed_before_baseyear(n, grouping_years, costs, bas # for offshore the splitting only includes coastal regions inv_ind = [ - i - for i in inv_ind - if (i + name_suffix) - in n.generators.index.str.replace( - str(baseyear), str(grouping_year) - ) + i for i in inv_ind if (i + name_suffix_by) in n.generators.index ] - p_max_pu = n.generators_t.p_max_pu[ - [i + name_suffix for i in inv_ind] - ] - p_max_pu.columns = [ - i + name_suffix.replace(str(grouping_year), str(baseyear)) - for i in inv_ind - ] + p_max_pu = n.generators_t.p_max_pu[[i + name_suffix_by for i in inv_ind]] + p_max_pu.columns = [i + name_suffix for i in inv_ind] n.madd( "Generator", @@ -291,15 +282,13 @@ def add_power_capacities_installed_before_baseyear(n, grouping_years, costs, bas ) else: - p_max_pu = n.generators_t.p_max_pu[ - capacity.index + f" {generator}{suffix}-{baseyear}" - ] + p_max_pu = n.generators_t.p_max_pu[capacity.index + name_suffix_by] if not new_build.empty: n.madd( "Generator", new_capacity.index, - suffix=" " + name_suffix, + suffix=name_suffix, bus=new_capacity.index, carrier=generator, p_nom=new_capacity, @@ -412,7 +401,7 @@ def add_heating_capacities_installed_before_baseyear( linear decommissioning of heating capacities from 2020 to 2045 is currently assumed heating capacities split between residential and services proportional to heating load in both 50% capacities - in rural busess 50% in urban buses + in rural buses 50% in urban buses """ logger.debug(f"Adding heating capacities installed before {baseyear}") diff --git a/scripts/build_industry_sector_ratios.py b/scripts/build_industry_sector_ratios.py index 52e83f60..87c80c0d 100644 --- a/scripts/build_industry_sector_ratios.py +++ b/scripts/build_industry_sector_ratios.py @@ -313,7 +313,7 @@ def chemicals_industry(): df.loc["methane", sector] += s_fec["Natural gas"] # LPG and other feedstock materials are assimilated to naphtha - # since they will be produced through Fischer-Tropsh process + # since they will be produced through Fischer-Tropsch process sel = [ "Solids", "Refinery gas", From 859212b21ff83e35a414d6874e7abba6e492b947 Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Thu, 11 Apr 2024 06:41:59 +0000 Subject: [PATCH 036/164] Use powerplantmatching IRENASTAT for add_existing_baseyear --- config/config.default.yaml | 1 - .../offwind_capacity_IRENA.csv | 34 ------ .../onwind_capacity_IRENA.csv | 34 ------ .../solar_capacity_IRENA.csv | 34 ------ doc/configtables/enable.csv | 1 - doc/retrieve.rst | 5 - rules/retrieve.smk | 18 --- rules/solve_myopic.smk | 3 - rules/solve_perfect.smk | 3 - scripts/add_existing_baseyear.py | 29 +++-- scripts/retrieve_irena.py | 108 ------------------ 11 files changed, 20 insertions(+), 250 deletions(-) delete mode 100644 data/existing_infrastructure/offwind_capacity_IRENA.csv delete mode 100644 data/existing_infrastructure/onwind_capacity_IRENA.csv delete mode 100644 data/existing_infrastructure/solar_capacity_IRENA.csv delete mode 100644 scripts/retrieve_irena.py diff --git a/config/config.default.yaml b/config/config.default.yaml index d438c51f..94c91186 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -72,7 +72,6 @@ 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 deleted file mode 100644 index d2a3f0f1..00000000 --- a/data/existing_infrastructure/offwind_capacity_IRENA.csv +++ /dev/null @@ -1,34 +0,0 @@ -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 deleted file mode 100644 index cd5ac19c..00000000 --- a/data/existing_infrastructure/onwind_capacity_IRENA.csv +++ /dev/null @@ -1,34 +0,0 @@ -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 deleted file mode 100644 index 01683f8d..00000000 --- a/data/existing_infrastructure/solar_capacity_IRENA.csv +++ /dev/null @@ -1,34 +0,0 @@ -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 1e5571b3..06397fdf 100644 --- a/doc/configtables/enable.csv +++ b/doc/configtables/enable.csv @@ -5,7 +5,6 @@ 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/retrieve.rst b/doc/retrieve.rst index f9d6e2a7..36163eae 100644 --- a/doc/retrieve.rst +++ b/doc/retrieve.rst @@ -118,11 +118,6 @@ 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 4b244483..d0345f36 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -42,24 +42,6 @@ if config["enable"]["retrieve"] and config["enable"].get("retrieve_databundle", "../scripts/retrieve_databundle.py" -if config["enable"].get("retrieve_irena"): - - rule retrieve_irena: - output: - 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: - mem_mb=1000, - retries: 2 - conda: - "../envs/retrieve.yaml" - script: - "../scripts/retrieve_irena.py" - - if config["enable"]["retrieve"] and config["enable"].get("retrieve_cutout", True): rule retrieve_cutout: diff --git a/rules/solve_myopic.smk b/rules/solve_myopic.smk index fe291c6d..6220af2a 100644 --- a/rules/solve_myopic.smk +++ b/rules/solve_myopic.smk @@ -26,9 +26,6 @@ rule add_existing_baseyear: 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", output: RESULTS + "prenetworks-brownfield/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 70acc830..51cb3920 100644 --- a/rules/solve_perfect.smk +++ b/rules/solve_perfect.smk @@ -25,9 +25,6 @@ rule add_existing_baseyear: "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", - 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", diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index f445efe3..19eea8a5 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -13,6 +13,7 @@ from types import SimpleNamespace import country_converter as coco import numpy as np import pandas as pd +import powerplantmatching as pm import pypsa import xarray as xr from _helpers import ( @@ -60,14 +61,22 @@ def add_existing_renewables(df_agg, costs): Append existing renewables to the df_agg pd.DataFrame with the conventional power plants. """ - carriers = {"solar": "solar", "onwind": "onwind", "offwind": "offwind-ac"} + tech_map = {"solar": "PV", "onwind": "Onshore", "offwind": "Offshore"} - for tech in ["solar", "onwind", "offwind"]: - carrier = carriers[tech] + countries = snakemake.config["countries"] + irena = pm.data.IRENASTAT().powerplant.convert_country_to_alpha2() + irena = irena.query("Country in @countries") + irena = irena.groupby(["Technology", "Country", "Year"]).Capacity.sum() - df = pd.read_csv(snakemake.input[f"existing_{tech}"], index_col=0).fillna(0.0) + irena = irena.unstack().reset_index() + + for carrier, tech in tech_map.items(): + df = ( + irena[irena.Technology.str.contains(tech)] + .drop(columns=["Technology"]) + .set_index("Country") + ) df.columns = df.columns.astype(int) - df.index = cc.convert(df.index, to="iso2") # calculate yearly differences df.insert(loc=0, value=0.0, column="1999") @@ -97,14 +106,16 @@ def add_existing_renewables(df_agg, costs): for year in nodal_df.columns: for node in nodal_df.index: - name = f"{node}-{tech}-{year}" + name = f"{node}-{carrier}-{year}" capacity = nodal_df.loc[node, year] if capacity > 0.0: - df_agg.at[name, "Fueltype"] = tech + df_agg.at[name, "Fueltype"] = carrier df_agg.at[name, "Capacity"] = capacity df_agg.at[name, "DateIn"] = year - df_agg.at[name, "lifetime"] = costs.at[tech, "lifetime"] - df_agg.at[name, "DateOut"] = year + costs.at[tech, "lifetime"] - 1 + df_agg.at[name, "lifetime"] = costs.at[carrier, "lifetime"] + df_agg.at[name, "DateOut"] = ( + year + costs.at[carrier, "lifetime"] - 1 + ) df_agg.at[name, "cluster_bus"] = node diff --git a/scripts/retrieve_irena.py b/scripts/retrieve_irena.py deleted file mode 100644 index 04e48db1..00000000 --- a/scripts/retrieve_irena.py +++ /dev/null @@ -1,108 +0,0 @@ -# -*- coding: utf-8 -*- -# Copyright 2023 Thomas Gilon (Climact) -# SPDX-FileCopyrightText: : 2017-2024 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, set_scenario_config - -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) - set_scenario_config(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["offwind"]) - df_onwind.to_csv(snakemake.output["onwind"]) - df_pv.to_csv(snakemake.output["solar"]) From 6d9728aed6218950373a496bdf6dbdc524bfb3be Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Thu, 11 Apr 2024 13:02:28 +0200 Subject: [PATCH 037/164] 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 d42b149f..d7e154b7 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -181,6 +181,8 @@ Upcoming Release * Fix custom busmap read in `cluster_network`. +* Data on existing renewable capacities is now consistently taken from powerplantmatching (instead of being retrieved separately); the dataset has also been updated to include 2023 values. + PyPSA-Eur 0.10.0 (19th February 2024) ===================================== From 6965ce31ccca19b88ded25b0102973b87b333b9f Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 11 Apr 2024 11:05:35 +0000 Subject: [PATCH 038/164] [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 d7e154b7..b37d3c4d 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -181,7 +181,7 @@ Upcoming Release * Fix custom busmap read in `cluster_network`. -* Data on existing renewable capacities is now consistently taken from powerplantmatching (instead of being retrieved separately); the dataset has also been updated to include 2023 values. +* Data on existing renewable capacities is now consistently taken from powerplantmatching (instead of being retrieved separately); the dataset has also been updated to include 2023 values. PyPSA-Eur 0.10.0 (19th February 2024) ===================================== From 4f8cc6346143504661e434d6e112913ebb28c659 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Fri, 12 Apr 2024 13:58:01 +0200 Subject: [PATCH 039/164] clarify units --- scripts/build_energy_totals.py | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index b56d3294..61e845d8 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -394,14 +394,13 @@ def build_idees(countries): keys=countries, names=["country", "year"], ) - + + # efficiency kgoe/100km -> ktoe/100km + totals.loc[:, "passenger car efficiency"] *= 1e3 # convert ktoe to TWh exclude = totals.columns.str.fullmatch("passenger cars") totals.loc[:, ~exclude] *= 11.63 / 1e3 - # convert TWh/100km to kWh/km - totals.loc[:, "passenger car efficiency"] *= 10 - return totals From ed6fa8f32c8a7715fc6604211735bad0ed1aed45 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 12 Apr 2024 11:59:15 +0000 Subject: [PATCH 040/164] [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, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index 61e845d8..0f053d40 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -394,7 +394,7 @@ def build_idees(countries): keys=countries, names=["country", "year"], ) - + # efficiency kgoe/100km -> ktoe/100km totals.loc[:, "passenger car efficiency"] *= 1e3 # convert ktoe to TWh From 53a6b91b06c3d4338738563d2b709e179ce4cf68 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Fri, 12 Apr 2024 14:28:03 +0200 Subject: [PATCH 041/164] clear up units --- config/config.default.yaml | 4 ++-- scripts/build_transport_demand.py | 9 ++++++--- scripts/prepare_sector_network.py | 6 +++--- 3 files changed, 11 insertions(+), 8 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 32a8865e..b1d5a9a6 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -430,8 +430,8 @@ sector: 2040: 0.3 2045: 0.15 2050: 0 - transport_fuel_cell_efficiency: 0.5 - transport_internal_combustion_efficiency: 0.3 + transport_fuel_cell_efficiency: 30.003 # MWh_H2 per 100 km + transport_internal_combustion_efficiency: 16.0712 # MWh_oil per 100 km agriculture_machinery_electric_share: 0 agriculture_machinery_oil_share: 1 agriculture_machinery_fuel_efficiency: 0.7 diff --git a/scripts/build_transport_demand.py b/scripts/build_transport_demand.py index 2954a999..eedaecb1 100644 --- a/scripts/build_transport_demand.py +++ b/scripts/build_transport_demand.py @@ -45,7 +45,7 @@ def build_nodal_transport_data(fn, pop_layout, year): def build_transport_demand(traffic_fn, airtemp_fn, nodes, nodal_transport_data): """ - Returns transport demand per bus in unit kinetic energy. + Returns transport demand per bus in unit km driven [100 km]. """ # averaged weekly counts from the year 2010-2015 traffic = pd.read_csv(traffic_fn, skiprows=2, usecols=["count"]).squeeze("columns") @@ -78,9 +78,12 @@ def build_transport_demand(traffic_fn, airtemp_fn, nodes, nodal_transport_data): + pop_weighted_energy_totals["total rail"] - pop_weighted_energy_totals["electricity rail"] ) - + + # convert average fuel efficiency from kW/100 km -> MW/100km + eff = nodal_transport_data["average fuel efficiency"] * 1e3 + return (transport_shape.multiply(energy_totals_transport) * 1e6 * nyears).divide( - nodal_transport_data["average fuel efficiency"] * ice_correction + eff * ice_correction ) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 53355b27..b7e5cfb5 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1562,7 +1562,7 @@ def add_EVs( unit="MWh_el", ) - car_efficiency = costs.at["Battery electric (passenger cars)", "efficiency"] + car_efficiency = options["transport_electric_efficiency"] # temperature corrected efficiency efficiency = get_temp_efficency( @@ -1730,7 +1730,7 @@ def add_land_transport(n, costs): logger.info("Add land transport") - # read in transport demand in units kinetic energy + # read in transport demand in units driven km [100 km] transport = pd.read_csv( snakemake.input.transport_demand, index_col=0, parse_dates=True ) @@ -1764,7 +1764,7 @@ def add_land_transport(n, costs): location=nodes, suffix=" land transport", carrier="land transport demand", - unit="MWh_kinetic", + unit="100 km", ) p_set = transport[nodes] From ba93a404efecbb01b72692d796a4b30170d8e330 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 12 Apr 2024 12:29:35 +0000 Subject: [PATCH 042/164] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/build_transport_demand.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/scripts/build_transport_demand.py b/scripts/build_transport_demand.py index eedaecb1..f6ff7b3e 100644 --- a/scripts/build_transport_demand.py +++ b/scripts/build_transport_demand.py @@ -78,10 +78,10 @@ def build_transport_demand(traffic_fn, airtemp_fn, nodes, nodal_transport_data): + pop_weighted_energy_totals["total rail"] - pop_weighted_energy_totals["electricity rail"] ) - + # convert average fuel efficiency from kW/100 km -> MW/100km eff = nodal_transport_data["average fuel efficiency"] * 1e3 - + return (transport_shape.multiply(energy_totals_transport) * 1e6 * nyears).divide( eff * ice_correction ) From a424bd2e40da7e5bf7fb4cb15f578f018ee15247 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Fri, 12 Apr 2024 14:36:42 +0200 Subject: [PATCH 043/164] rename efficiencies in config.yaml --- config/config.default.yaml | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index b1d5a9a6..eab701e2 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -430,8 +430,9 @@ sector: 2040: 0.3 2045: 0.15 2050: 0 - transport_fuel_cell_efficiency: 30.003 # MWh_H2 per 100 km - transport_internal_combustion_efficiency: 16.0712 # MWh_oil per 100 km + transport_electric_efficiency: 53.19 # 1 MWh_el = 53.19*100 km + transport_fuel_cell_efficiency: 30.003 # 1 MWh_H2 = 30.003*100 km + transport_ice_efficiency: 16.0712 # 1 MWh_oil = 16.0712 * 100 km agriculture_machinery_electric_share: 0 agriculture_machinery_oil_share: 1 agriculture_machinery_fuel_efficiency: 0.7 From 245ba5c20bb7c3e9c4488c4b11ee5e3b03289b07 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Fri, 12 Apr 2024 14:38:56 +0200 Subject: [PATCH 044/164] rename efficiencies in script --- 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 b7e5cfb5..0e5a08fb 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1690,7 +1690,7 @@ def add_ice_cars(n, nodes, p_set, ice_share, temperature): add_carrier_buses(n, "oil") - car_efficiency = options["transport_internal_combustion_efficiency"] + car_efficiency = options["transport_ice_efficiency"] # temperature corrected efficiency efficiency = get_temp_efficency( From ed83f1fb4ab9ba4ed90fc14d6cff8f305c3b3cb8 Mon Sep 17 00:00:00 2001 From: Thomas Gilon Date: Thu, 11 Apr 2024 17:43:47 +0200 Subject: [PATCH 045/164] Add aggregated constraints for wind and possibility to take existing into account in solve_network # Conflicts: # scripts/solve_network.py --- config/config.default.yaml | 9 +++++++- doc/configtables/electricity.csv | 1 - doc/configtables/solving.csv | 4 ++++ doc/release_notes.rst | 10 ++++++++ scripts/solve_network.py | 39 ++++++++++++++++++++++++++++---- 5 files changed, 57 insertions(+), 6 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index d438c51f..f500c8bb 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -98,7 +98,6 @@ electricity: 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 @@ -758,6 +757,14 @@ solving: linearized_unit_commitment: true horizon: 365 + agg_p_nom_limits: + agg_offwind: false + include_existing: false + years: + 2030: data/agg_p_nom_minmax.csv + 2040: data/agg_p_nom_minmax.csv + 2050: data/agg_p_nom_minmax.csv + constraints: CCL: false EQ: false diff --git a/doc/configtables/electricity.csv b/doc/configtables/electricity.csv index 22a22d57..72142ae8 100644 --- a/doc/configtables/electricity.csv +++ b/doc/configtables/electricity.csv @@ -5,7 +5,6 @@ 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``. operational_reserve,,,Settings for reserve requirements following `GenX `_ ,,, -- activate,bool,true or false,Whether to take operational reserve requirements into account during optimisation diff --git a/doc/configtables/solving.csv b/doc/configtables/solving.csv index 7189399b..f9619504 100644 --- a/doc/configtables/solving.csv +++ b/doc/configtables/solving.csv @@ -14,6 +14,10 @@ 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. +agg_p_nom_limits,,,Configure per carrier generator nominal capacity constraints for individual countries if ``'CCL'`` is in ``{opts}`` wildcard. +-- agg_offwind,bool,"{'true','false'}",Aggregate together all the types of offwind when writing the constraint. Default is false. +-- include_existing,bool,"{'true','false'}",Take existing capacities into account when writing the constraint. Default is false. +-- years,-,Dictionary with planning horizons as key and path as value,Reference to ``.csv`` file for each planning horizon. Defaults to ``data/agg_p_nom_minmax.csv``. 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',`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. diff --git a/doc/release_notes.rst b/doc/release_notes.rst index d42b149f..f334b16f 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -181,6 +181,16 @@ Upcoming Release * Fix custom busmap read in `cluster_network`. +* Improved the behaviour of `agg_p_nom_limits`: + + - Moved the associated configuration to `solving`. This allows *Snakemake* to correctly decide which rules to run when the configuration changes. + + - Added the ability to enable aggregation of all *offwind* types (*offwind-ac* and *offwind-dc*) when writing the constraint. + + - Added the possibility to take existing capacities into account when writing the constraint. + + - Added the possibility to have a different file for each planning horizon. + PyPSA-Eur 0.10.0 (19th February 2024) ===================================== diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 0f6725c7..2d099068 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -422,23 +422,54 @@ def add_CCL_constraints(n, config): agg_p_nom_limits: data/agg_p_nom_minmax.csv """ agg_p_nom_minmax = pd.read_csv( - config["electricity"]["agg_p_nom_limits"], index_col=[0, 1] + config["solving"]["agg_p_nom_limits"]["years"][int(snakemake.wildcards.planning_horizons)], index_col=[0, 1] ) logger.info("Adding generation capacity constraints per carrier and country") p_nom = n.model["Generator-p_nom"] gens = n.generators.query("p_nom_extendable").rename_axis(index="Generator-ext") - grouper = pd.concat([gens.bus.map(n.buses.country), gens.carrier]) + if config["solving"]["agg_p_nom_limits"]["agg_offwind"]: + rename_offwind = {"offwind-ac": "offwind-all", "offwind-dc": "offwind-all", "offwind": "offwind-all"} + gens = gens.replace(rename_offwind) + grouper = pd.concat([gens.bus.map(n.buses.country), gens.carrier], axis=1) lhs = p_nom.groupby(grouper).sum().rename(bus="country") - minimum = xr.DataArray(agg_p_nom_minmax["min"].dropna()).rename(dim_0="group") + if config["solving"]["agg_p_nom_limits"]["include_existing"]: + gens_cst = n.generators.query("~p_nom_extendable").rename_axis(index="Generator-cst") + gens_cst = gens_cst[ + (gens_cst["build_year"] + gens_cst["lifetime"]) >= int(snakemake.wildcards.planning_horizons)] + if config["solving"]["agg_p_nom_limits"]["agg_offwind"]: + gens_cst = gens_cst.replace(rename_offwind) + rhs_cst = ( + pd.concat([gens_cst.bus.map(n.buses.country), gens_cst[["carrier", "p_nom"]]], axis=1) + .groupby(["bus", "carrier"]).sum() + ) + rhs_cst.index = rhs_cst.index.rename({"bus": "country"}) + rhs_min = agg_p_nom_minmax["min"].dropna() + idx_min = rhs_min.index.join(rhs_cst.index, how="left") + rhs_min = rhs_min.reindex(idx_min).fillna(0) + rhs = (rhs_min - rhs_cst.reindex(idx_min).fillna(0).p_nom).dropna() + rhs[rhs < 0] = 0 + minimum = xr.DataArray(rhs).rename(dim_0="group") + else: + minimum = xr.DataArray(agg_p_nom_minmax["min"].dropna()).rename(dim_0="group") + index = minimum.indexes["group"].intersection(lhs.indexes["group"]) if not index.empty: n.model.add_constraints( lhs.sel(group=index) >= minimum.loc[index], name="agg_p_nom_min" ) - maximum = xr.DataArray(agg_p_nom_minmax["max"].dropna()).rename(dim_0="group") + if config["solving"]["agg_p_nom_limits"]["include_existing"]: + rhs_max = agg_p_nom_minmax["max"].dropna() + idx_max = rhs_max.index.join(rhs_cst.index, how="left") + rhs_max = rhs_max.reindex(idx_max).fillna(0) + rhs = (rhs_max - rhs_cst.reindex(idx_max).fillna(0).p_nom).dropna() + rhs[rhs < 0] = 0 + maximum = xr.DataArray(rhs).rename(dim_0="group") + else: + maximum = xr.DataArray(agg_p_nom_minmax["max"].dropna()).rename(dim_0="group") + index = maximum.indexes["group"].intersection(lhs.indexes["group"]) if not index.empty: n.model.add_constraints( From 1a5141455013e5f442e5a0ae2b80c228893cad2e Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 15 Apr 2024 08:43:12 +0200 Subject: [PATCH 046/164] correct conversion kW->MW --- scripts/build_transport_demand.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_transport_demand.py b/scripts/build_transport_demand.py index f6ff7b3e..a052581b 100644 --- a/scripts/build_transport_demand.py +++ b/scripts/build_transport_demand.py @@ -80,7 +80,7 @@ def build_transport_demand(traffic_fn, airtemp_fn, nodes, nodal_transport_data): ) # convert average fuel efficiency from kW/100 km -> MW/100km - eff = nodal_transport_data["average fuel efficiency"] * 1e3 + eff = nodal_transport_data["average fuel efficiency"] / 1e3 return (transport_shape.multiply(energy_totals_transport) * 1e6 * nyears).divide( eff * ice_correction From f3e3113b89a5b10d692140a320a43b75acbf771d Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Mon, 15 Apr 2024 08:45:51 +0200 Subject: [PATCH 047/164] Reset file to the version in master branch --- scripts/solve_network.py | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index b2a71206..0f6725c7 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -155,7 +155,7 @@ 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 - grouping_years = config["existing_capacities"]["grouping_years"] + grouping_years = config["existing_capacities"]["grouping_years_power"] current_horizon = snakemake.wildcards.planning_horizons for carrier in ["solar", "onwind", "offwind-ac", "offwind-dc"]: @@ -923,19 +923,18 @@ def solve_network(n, config, solving, **kwargs): return n -# %% if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake snakemake = mock_snakemake( "solve_sector_network", - # configfiles="../config/test/config.perfect.yaml", + configfiles="../config/test/config.perfect.yaml", simpl="", opts="", clusters="37", ll="v1.0", - sector_opts="730H-T-H-B-I-A-dist1", + sector_opts="CO2L0-1H-T-H-B-I-A-dist1", planning_horizons="2030", ) configure_logging(snakemake) From 991eef6d97f608830b2ce8d37ba847dacb989c19 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 15 Apr 2024 14:48:34 +0200 Subject: [PATCH 048/164] update and reduce databundle size --- .github/workflows/ci.yaml | 2 +- .gitignore | 14 ++- config/config.default.yaml | 3 - config/config.entsoe-all.yaml | 1 - data/ch_cantons.csv | 27 ++++++ data/hydro_capacities.csv | 31 +++++++ doc/configtables/enable.csv | 3 - doc/configtables/licenses.csv | 4 +- doc/licenses.rst | 9 +- doc/preparation.rst | 9 -- doc/retrieve.rst | 37 -------- doc/tutorial.rst | 5 +- doc/tutorial_sector.rst | 6 -- rules/build_electricity.smk | 31 ++----- rules/build_sector.smk | 31 ++++--- rules/postprocess.smk | 2 +- rules/retrieve.smk | 81 ++++-------------- scripts/add_electricity.py | 2 +- scripts/build_natura_raster.py | 118 -------------------------- scripts/build_renewable_profiles.py | 2 +- scripts/build_shapes.py | 2 +- scripts/build_ship_raster.py | 27 +++++- scripts/retrieve_databundle.py | 33 +++---- scripts/retrieve_sector_databundle.py | 49 ----------- 24 files changed, 151 insertions(+), 378 deletions(-) create mode 100644 data/ch_cantons.csv create mode 100644 data/hydro_capacities.csv delete mode 100644 scripts/build_natura_raster.py delete mode 100644 scripts/retrieve_sector_databundle.py diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml index 7aabf0e6..6384b2c3 100644 --- a/.github/workflows/ci.yaml +++ b/.github/workflows/ci.yaml @@ -19,7 +19,7 @@ on: - cron: "0 5 * * TUE" env: - DATA_CACHE_NUMBER: 1 + DATA_CACHE_NUMBER: 2 jobs: build: diff --git a/.gitignore b/.gitignore index 3336fca7..95ba5524 100644 --- a/.gitignore +++ b/.gitignore @@ -37,18 +37,16 @@ dconf /data/links_p_nom.csv /data/*totals.csv /data/biomass* -/data/bundle-sector/emobility/ -/data/bundle-sector/eea* -/data/bundle-sector/jrc* +/data/bundle/emobility/ +/data/bundle/eea* +/data/bundle/jrc* /data/heating/ -/data/bundle-sector/eurostat* +/data/bundle/eurostat* /data/odyssee/ /data/transport_data.csv -/data/bundle-sector/switzerland* /data/.nfs* -/data/bundle-sector/Industrial_Database.csv -/data/retro/tabula-calculator-calcsetbuilding.csv -/data/bundle-sector/nuts* +/data/retro/* +/data/bundle/nuts* data/gas_network/scigrid-gas/ data/costs_*.csv diff --git a/config/config.default.yaml b/config/config.default.yaml index 42132f22..78fd1c59 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -69,13 +69,10 @@ 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 drop_leap_day: true diff --git a/config/config.entsoe-all.yaml b/config/config.entsoe-all.yaml index 40e3c0a5..85eedb64 100644 --- a/config/config.entsoe-all.yaml +++ b/config/config.entsoe-all.yaml @@ -38,6 +38,5 @@ lines: enable: retrieve: true retrieve_databundle: true - retrieve_sector_databundle: false retrieve_cost_data: true retrieve_cutout: true diff --git a/data/ch_cantons.csv b/data/ch_cantons.csv new file mode 100644 index 00000000..22711274 --- /dev/null +++ b/data/ch_cantons.csv @@ -0,0 +1,27 @@ +Canton,HASC,NUTS +Aargau,CH.AG,CH033 +Appenzell Inner Rhodes,CH.AI,CH054 +Appenzell Outer Rhodes,CH.AR,CH053 +Basel-Landschaft,CH.BL,CH032 +Basel-Stadt,CH.BS,CH031 +Bern,CH.BE,CH021 +Fribourg,CH.FR,CH022 +Geneva,CH.GE,CH013 +Glarus,CH.GL,CH051 +Graubünden,CH.GR,CH056 +Jura,CH.JU,CH025 +Lucerne,CH.LU,CH061 +Neuchâtel,CH.NE,CH024 +Nidwalden,CH.NW,CH065 +Obwalden,CH.OW,CH064 +Sankt Gallen,CH.SG,CH055 +Schaffhausen,CH.SH,CH052 +Schwyz,CH.SZ,CH063 +Solothurn,CH.SO,CH023 +Thurgau,CH.TG,CH057 +Ticino,CH.TI,CH07 +Uri,CH.UR,CH062 +Valais,CH.VS,CH012 +Vaud,CH.VD,CH011 +Zug,CH.ZG,CH066 +Zurich,CH.ZH,CH04 diff --git a/data/hydro_capacities.csv b/data/hydro_capacities.csv new file mode 100644 index 00000000..1b39f731 --- /dev/null +++ b/data/hydro_capacities.csv @@ -0,0 +1,31 @@ +Country,p_nom_discharge[GW],p_nom_store[GW],E_store[TWh],InflowHourlyAvg[GWh] +AT,13.08,3.8,3.2,4.02 +BE,1.42,1.31,0,0.04 +BA,2.05,0.62,2.5,0.71 +BG,3.13,0.86,4,0.53 +HR,2,0.61,2.8,0.57 +CZ,2.21,0.68,1.5,0.24 +DK,0.01,0,0,0 +EE,0.01,0,0,0 +FI,3.2,0,5.5,1.59 +FR,25.37,6.99,9.8,7.82 +DE,11.26,6.8,0.3,1.93 +GB,4.43,2.74,0,0.46 +GR,3.24,0.7,2.3,0.26 +HU,0.06,0,0.1,0.02 +IE,0.53,0.29,0,0.08 +IT,21.88,7.55,7.9,5.19 +LV,1.58,0,1.8,0.3 +LT,0.88,0.76,0.2,0.05 +LU,1.13,1.29,0,0 +NL,0.04,0,0,0.01 +NO,30.51,1.35,84.4,14 +PL,2.35,1.4,1.6,0.23 +PT,5.72,1.03,2.6,1.37 +RO,6.55,0.09,12.1,1.95 +RS,2.14,0.61,0,1.18 +SK,2.52,0.92,2.2,0.49 +SI,1.25,0.18,2.2,0.36 +ES,18.55,2.75,18.4,2.61 +SE,16.41,0.1,33.8,7.8 +CH,13.3,4.03,8.4,4.29 diff --git a/doc/configtables/enable.csv b/doc/configtables/enable.csv index 1e5571b3..15c12cf9 100644 --- a/doc/configtables/enable.csv +++ b/doc/configtables/enable.csv @@ -2,12 +2,9 @@ enable,str or bool,"{auto, true, false}","Switch to include (true) or exclude (false) the retrieve_* rules of snakemake into the workflow; 'auto' sets true|false based on availability of an internet connection to prevent issues with snakemake failing due to lack of internet connection." prepare_links_p_nom,bool,"{true, false}","Switch to retrieve current HVDC projects from `Wikipedia `_" retrieve_databundle,bool,"{true, false}","Switch to retrieve databundle from zenodo via the rule :mod:`retrieve_databundle` or whether to keep a custom databundle located in the corresponding folder." -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`." custom_busmap,bool,"{true, false}","Switch to enable the use of custom busmaps in rule :mod:`cluster_network`. If activated the rule looks for provided busmaps at ``data/custom_busmap_elec_s{simpl}_{clusters}.csv`` which should have the same format as ``resources/busmap_elec_s{simpl}_{clusters}.csv``, i.e. the index should contain the buses of ``networks/elec_s{simpl}.nc``." drop_leap_day,bool,"{true, false}","Switch to drop February 29 from all time-dependent data in leap years" diff --git a/doc/configtables/licenses.csv b/doc/configtables/licenses.csv index 37f46cd0..d1fa4aa8 100644 --- a/doc/configtables/licenses.csv +++ b/doc/configtables/licenses.csv @@ -5,10 +5,8 @@ "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_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 +"gebco/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 "nama_10r_3 gdp.tsv.gz","x",,,"x",https://ec.europa.eu/eurostat/about/policies/copyright "nama_10r_3 popgdp.tsv.gz","x",,,"x",https://ec.europa.eu/eurostat/about/policies/copyright -"time_series_60min _singleindex_filtered.csv","x",,,,https://data.open-power-system-data.org/time_series/2019-06-05/README.md diff --git a/doc/licenses.rst b/doc/licenses.rst index af531660..5ab65ca9 100644 --- a/doc/licenses.rst +++ b/doc/licenses.rst @@ -28,16 +28,13 @@ Electricity Systems Databundle More details are included in `the description of the data bundles on zenodo `__. -.. csv-table:: - :header-rows: 1 - :file: configtables/licenses.csv - * BY: Attribute Source * NC: Non-Commercial Use Only * SA: Share Alike -Sector-Coupled Systems Databundle -================================= +.. csv-table:: + :header-rows: 1 + :file: configtables/licenses.csv .. csv-table:: :header-rows: 1 diff --git a/doc/preparation.rst b/doc/preparation.rst index f608e031..edaf5079 100644 --- a/doc/preparation.rst +++ b/doc/preparation.rst @@ -27,7 +27,6 @@ With these and the externally extracted ENTSO-E online map topology Then the process continues by calculating conventional power plant capacities, potentials, and per-unit availability time series for variable renewable energy carriers and hydro power plants with the following rules: - :mod:`build_powerplants` for today's thermal power plant capacities using `powerplantmatching `__ allocating these to the closest substation for each powerplant, -- :mod:`build_natura_raster` for rasterising NATURA2000 natural protection areas, - :mod:`build_ship_raster` for building shipping traffic density, - :mod:`build_renewable_profiles` for the hourly capacity factors and installation potentials constrained by land-use in each substation's Voronoi cell for PV, onshore and offshore wind, and - :mod:`build_hydro_profile` for the hourly per-unit hydro power availability time series. @@ -55,14 +54,6 @@ Rule ``prepare_links_p_nom`` .. automodule:: prepare_links_p_nom -.. _natura: - -Rule ``build_natura_raster`` -=============================== - -.. automodule:: build_natura_raster - - .. _base: Rule ``base_network`` diff --git a/doc/retrieve.rst b/doc/retrieve.rst index d21a74b4..85a37dff 100644 --- a/doc/retrieve.rst +++ b/doc/retrieve.rst @@ -53,32 +53,6 @@ The :ref:`tutorial` uses a smaller cutout than required for the full model (30 M For details see :mod:`build_cutout` and read the `atlite documentation `__. -Rule ``retrieve_natura_raster`` -================================ - -.. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.4706686.svg - :target: https://doi.org/10.5281/zenodo.4706686 - -This rule, as a substitute for :mod:`build_natura_raster`, downloads an already rasterized version (`natura.tiff `__) of `Natura 2000 `__ natural protection areas to reduce computation times. The file is placed into the ``resources`` sub-directory. - -**Relevant Settings** - -.. code:: yaml - - enable: - build_natura_raster: - -.. seealso:: - Documentation of the configuration file ``config/config.yaml`` at - :ref:`toplevel_cf` - -**Outputs** - -- ``resources/natura.tiff``: Rasterized version of `Natura 2000 `__ natural protection areas to reduce computation times. - -.. seealso:: - For details see :mod:`build_natura_raster`. - Rule ``retrieve_electricity_demand`` ==================================== @@ -135,14 +109,3 @@ None. **Outputs** - ``data/shipdensity_global.zip`` - - -Rule ``retrieve_sector_databundle`` -==================================== - -.. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.5546516.svg - :target: https://doi.org/10.5281/zenodo.5546516 - -In addition to the databundle required for electricity-only studies, -another databundle is required for modelling sector-coupled systems. -The size of this data bundle is around 640 MB. diff --git a/doc/tutorial.rst b/doc/tutorial.rst index 93bb8e54..843b0fe6 100644 --- a/doc/tutorial.rst +++ b/doc/tutorial.rst @@ -34,8 +34,7 @@ configuration, execute snakemake -call results/test-elec/networks/elec_s_6_ec_lcopt_Co2L-24H.nc --configfile config/test/config.electricity.yaml -This configuration is set to download a reduced data set via the rules :mod:`retrieve_databundle`, -:mod:`retrieve_natura_raster`, :mod:`retrieve_cutout`. +This configuration is set to download a reduced cutout via the rule :mod:`retrieve_cutout`. For more information on the data dependencies of PyPSA-Eur, continue reading :ref:`data`. How to configure runs? @@ -143,7 +142,6 @@ This triggers a workflow of multiple preceding jobs that depend on each rule's i 7[label = "base_network", color = "0.27 0.6 0.85", style="rounded"]; 8[label = "build_shapes", color = "0.26 0.6 0.85", style="rounded"]; 9[label = "retrieve_databundle", color = "0.59 0.6 0.85", style="rounded"]; - 10[label = "retrieve_natura_raster", color = "0.47 0.6 0.85", style="rounded"]; 11[label = "build_bus_regions", color = "0.13 0.6 0.85", style="rounded"]; 12[label = "retrieve_cutout\ncutout: be-03-2013-era5", color = "0.36 0.6 0.85", style="rounded,dashed"]; 13[label = "build_renewable_profiles\ntechnology: onwind", color = "0.21 0.6 0.85", style="rounded"]; @@ -244,7 +242,6 @@ In the terminal, this will show up as a list of jobs to be run: retrieve_cost_data 1 retrieve_databundle 1 retrieve_electricity_demand 1 - retrieve_natura_raster 1 simplify_network 1 solve_network 1 total 22 diff --git a/doc/tutorial_sector.rst b/doc/tutorial_sector.rst index a1556150..26f7dc2d 100644 --- a/doc/tutorial_sector.rst +++ b/doc/tutorial_sector.rst @@ -119,8 +119,6 @@ which were already included in the electricity-only tutorial: retrieve_databundle 1 retrieve_electricity_demand 1 retrieve_gas_infrastructure_data 1 - retrieve_natura_raster 1 - retrieve_sector_databundle 1 simplify_network 1 solve_sector_network 1 total 60 @@ -153,7 +151,6 @@ successfully. 8[label = "base_network", color = "0.31 0.6 0.85", style="rounded"]; 9[label = "build_shapes", color = "0.36 0.6 0.85", style="rounded"]; 10[label = "retrieve_databundle", color = "0.29 0.6 0.85", style="rounded"]; - 11[label = "retrieve_natura_raster", color = "0.01 0.6 0.85", style="rounded"]; 12[label = "build_bus_regions", color = "0.10 0.6 0.85", style="rounded"]; 13[label = "retrieve_cutout\ncutout: be-03-2013-era5", color = "0.37 0.6 0.85", style="rounded,dashed"]; 14[label = "build_renewable_profiles\ntechnology: onwind", color = "0.20 0.6 0.85", style="rounded"]; @@ -174,7 +171,6 @@ successfully. 29[label = "prepare_network\nll: v1.5\nopts: ", color = "0.49 0.6 0.85", style="rounded"]; 30[label = "add_extra_components", color = "0.14 0.6 0.85", style="rounded"]; 31[label = "build_energy_totals", color = "0.39 0.6 0.85", style="rounded"]; - 32[label = "retrieve_sector_databundle", color = "0.58 0.6 0.85", style="rounded"]; 33[label = "build_population_weighted_energy_totals", color = "0.56 0.6 0.85", style="rounded"]; 34[label = "build_clustered_population_layouts", color = "0.49 0.6 0.85", style="rounded"]; 35[label = "build_population_layouts", color = "0.06 0.6 0.85", style="rounded"]; @@ -440,7 +436,6 @@ workflow: 8[label = "base_network", color = "0.12 0.6 0.85", style="rounded"]; 9[label = "build_shapes", color = "0.23 0.6 0.85", style="rounded"]; 10[label = "retrieve_databundle", color = "0.61 0.6 0.85", style="rounded"]; - 11[label = "retrieve_natura_raster", color = "0.50 0.6 0.85", style="rounded"]; 12[label = "build_bus_regions", color = "0.51 0.6 0.85", style="rounded"]; 13[label = "retrieve_cutout\ncutout: be-03-2013-era5", color = "0.37 0.6 0.85", style="rounded,dashed"]; 14[label = "build_renewable_profiles\ntechnology: onwind", color = "0.63 0.6 0.85", style="rounded"]; @@ -462,7 +457,6 @@ workflow: 30[label = "prepare_network\nll: v1.5\nopts: ", color = "0.56 0.6 0.85", style="rounded"]; 31[label = "add_extra_components", color = "0.11 0.6 0.85", style="rounded"]; 32[label = "build_energy_totals", color = "0.18 0.6 0.85", style="rounded"]; - 33[label = "retrieve_sector_databundle", color = "0.06 0.6 0.85", style="rounded"]; 34[label = "build_population_weighted_energy_totals", color = "0.03 0.6 0.85", style="rounded"]; 35[label = "build_clustered_population_layouts", color = "0.25 0.6 0.85", style="rounded"]; 36[label = "build_population_layouts", color = "0.57 0.6 0.85", style="rounded"]; diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index 65e24189..0cb9d028 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -109,7 +109,7 @@ rule build_shapes: nuts3=ancient("data/bundle/NUTS_2013_60M_SH/data/NUTS_RG_60M_2013.shp"), nuts3pop=ancient("data/bundle/nama_10r_3popgdp.tsv.gz"), nuts3gdp=ancient("data/bundle/nama_10r_3gdp.tsv.gz"), - ch_cantons=ancient("data/bundle/ch_cantons.csv"), + ch_cantons=ancient("data/ch_cantons.csv"), ch_popgdp=ancient("data/bundle/je-e-21.03.02.xls"), output: country_shapes=resources("country_shapes.geojson"), @@ -172,27 +172,6 @@ if config["enable"].get("build_cutout", False): "../scripts/build_cutout.py" -if config["enable"].get("build_natura_raster", False): - - rule build_natura_raster: - input: - natura=ancient("data/bundle/natura/Natura2000_end2015.shp"), - cutout=lambda w: "cutouts/" - + CDIR - + config_provider("atlite", "default_cutout")(w) - + ".nc", - output: - resources("natura.tiff"), - resources: - mem_mb=5000, - log: - logs("build_natura_raster.log"), - conda: - "../envs/environment.yaml" - script: - "../scripts/build_natura_raster.py" - - rule build_ship_raster: input: ship_density="data/shipdensity_global.zip", @@ -220,7 +199,7 @@ rule determine_availability_matrix_MD_UA: wdpa="data/WDPA.gpkg", wdpa_marine="data/WDPA_WDOECM_marine.gpkg", gebco=lambda w: ( - "data/bundle/GEBCO_2014_2D.nc" + "data/bundle/gebco/GEBCO_2014_2D.nc" if config_provider("renewable", w.technology)(w).get("max_depth") else [] ), @@ -276,7 +255,7 @@ rule build_renewable_profiles: base_network=resources("networks/base.nc"), corine=ancient("data/bundle/corine/g250_clc06_V18_5.tif"), natura=lambda w: ( - resources("natura.tiff") + "data/bundle/natura/natura.tiff" if config_provider("renewable", w.technology, "natura")(w) else [] ), @@ -287,7 +266,7 @@ rule build_renewable_profiles: ), gebco=ancient( lambda w: ( - "data/bundle/GEBCO_2014_2D.nc" + "data/bundle/gebco/GEBCO_2014_2D.nc" if config_provider("renewable", w.technology)(w).get("max_depth") else [] ) @@ -437,7 +416,7 @@ rule add_electricity: ), regions=resources("regions_onshore.geojson"), powerplants=resources("powerplants.csv"), - hydro_capacities=ancient("data/bundle/hydro_capacities.csv"), + hydro_capacities=ancient("data/hydro_capacities.csv"), geth_hydro_capacities="data/geth2015_hydro_capacities.csv", unit_commitment="data/unit_commitment.csv", fuel_price=lambda w: ( diff --git a/rules/build_sector.smk b/rules/build_sector.smk index e1575a78..60308999 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -287,10 +287,10 @@ rule build_energy_totals: energy=config_provider("energy"), input: nuts3_shapes=resources("nuts3_shapes.geojson"), - co2="data/bundle-sector/eea/UNFCCC_v23.csv", + co2="data/bundle/eea/UNFCCC_v23.csv", swiss="data/switzerland-new_format-all_years.csv", swiss_transport="data/gr-e-11.03.02.01.01-cc.csv", - idees="data/bundle-sector/jrc-idees-2015", + idees="data/bundle/jrc-idees-2015", district_heat_share="data/district_heat_share.csv", eurostat="data/eurostat/eurostat-energy_balances-april_2023_edition", output: @@ -338,10 +338,10 @@ rule build_biomass_potentials: "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 + nuts2="data/bundle/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"), + swiss_cantons=ancient("data/ch_cantons.csv"), swiss_population=ancient("data/bundle/je-e-21.03.02.xls"), country_shapes=resources("country_shapes.geojson"), output: @@ -416,7 +416,7 @@ rule build_sequestration_potentials: rule build_salt_cavern_potentials: input: - salt_caverns="data/bundle-sector/h2_salt_caverns_GWh_per_sqkm.geojson", + salt_caverns="data/bundle/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: @@ -436,7 +436,7 @@ rule build_salt_cavern_potentials: rule build_ammonia_production: input: - usgs="data/bundle-sector/myb1-2017-nitro.xls", + usgs="data/bundle/myb1-2017-nitro.xls", output: ammonia_production=resources("ammonia_production.csv"), threads: 1 @@ -458,7 +458,7 @@ rule build_industry_sector_ratios: ammonia=config_provider("sector", "ammonia", default=False), input: ammonia_production=resources("ammonia_production.csv"), - idees="data/bundle-sector/jrc-idees-2015", + idees="data/bundle/jrc-idees-2015", output: industry_sector_ratios=resources("industry_sector_ratios.csv"), threads: 1 @@ -508,7 +508,7 @@ rule build_industrial_production_per_country: countries=config_provider("countries"), input: ammonia_production=resources("ammonia_production.csv"), - jrc="data/bundle-sector/jrc-idees-2015", + jrc="data/bundle/jrc-idees-2015", eurostat="data/eurostat/eurostat-energy_balances-april_2023_edition", output: industrial_production_per_country=resources( @@ -564,7 +564,10 @@ 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/bundle-sector/Industrial_Database.csv", + hotmaps_industrial_database=storage( + "https://gitlab.com/hotmaps/industrial_sites/industrial_sites_Industrial_Database/-/blob/master/data/Industrial_Database.csv", + keep_local=True, + ), output: industrial_distribution_key=resources( "industrial_distribution_key_elec_s{simpl}_{clusters}.csv" @@ -652,7 +655,7 @@ rule build_industrial_energy_demand_per_country_today: countries=config_provider("countries"), industry=config_provider("industry"), input: - jrc="data/bundle-sector/jrc-idees-2015", + jrc="data/bundle/jrc-idees-2015", industrial_production_per_country=resources( "industrial_production_per_country.csv" ), @@ -704,7 +707,7 @@ rule build_retro_cost: countries=config_provider("countries"), input: building_stock="data/retro/data_building_stock.csv", - data_tabula="data/bundle-sector/retro/tabula-calculator-calcsetbuilding.csv", + data_tabula="data/bundle/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", @@ -780,8 +783,8 @@ rule build_transport_demand: "pop_weighted_energy_totals_s{simpl}_{clusters}.csv" ), transport_data=resources("transport_data.csv"), - traffic_data_KFZ="data/bundle-sector/emobility/KFZ__count", - traffic_data_Pkw="data/bundle-sector/emobility/Pkw__count", + traffic_data_KFZ="data/bundle/emobility/KFZ__count", + traffic_data_Pkw="data/bundle/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"), @@ -925,7 +928,7 @@ 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/bundle-sector/eea/UNFCCC_v23.csv", + co2="data/bundle/eea/UNFCCC_v23.csv", biomass_potentials=lambda w: ( resources( "biomass_potentials_s{simpl}_{clusters}_" diff --git a/rules/postprocess.smk b/rules/postprocess.smk index e7df2e66..f430eb85 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -230,7 +230,7 @@ rule plot_summary: energy=RESULTS + "csvs/energy.csv", balances=RESULTS + "csvs/supply_energy.csv", eurostat="data/eurostat/eurostat-energy_balances-april_2023_edition", - co2="data/bundle-sector/eea/UNFCCC_v23.csv", + co2="data/bundle/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 4b244483..398269d4 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -14,23 +14,27 @@ if config["enable"]["retrieve"] is False: if config["enable"]["retrieve"] and config["enable"].get("retrieve_databundle", True): datafiles = [ - "ch_cantons.csv", "je-e-21.03.02.xls", "eez/World_EEZ_v8_2014.shp", - "hydro_capacities.csv", "naturalearth/ne_10m_admin_0_countries.shp", "NUTS_2013_60M_SH/data/NUTS_RG_60M_2013.shp", "nama_10r_3popgdp.tsv.gz", "nama_10r_3gdp.tsv.gz", "corine/g250_clc06_V18_5.tif", + "eea/UNFCCC_v23.csv", + "nuts/NUTS_RG_10M_2013_4326_LEVL_2.geojson", + "myb1-2017-nitro.xls", + "emobility/KFZ__count", + "emobility/Pkw__count", + "h2_salt_caverns_GWh_per_sqkm.geojson", + "natura/natura.tiff", + "gebco/GEBCO_2014_2D.nc", ] - if not config.get("tutorial", False): - datafiles.extend(["natura/Natura2000_end2015.shp", "GEBCO_2014_2D.nc"]) - rule retrieve_databundle: output: protected(expand("data/bundle/{file}", file=datafiles)), + protected(directory("data/bundle/jrc-idees-2015")), log: "logs/retrieve_databundle.log", resources: @@ -41,6 +45,15 @@ if config["enable"]["retrieve"] and config["enable"].get("retrieve_databundle", script: "../scripts/retrieve_databundle.py" + rule retrieve_eurostat_data: + output: + directory("data/eurostat/eurostat-energy_balances-april_2023_edition"), + log: + "logs/retrieve_eurostat_data.log", + retries: 2 + script: + "../scripts/retrieve_eurostat_data.py" + if config["enable"].get("retrieve_irena"): @@ -97,64 +110,6 @@ if config["enable"]["retrieve"] and config["enable"].get("retrieve_cost_data", T "../scripts/retrieve_cost_data.py" -if config["enable"]["retrieve"] and config["enable"].get( - "retrieve_natura_raster", True -): - - rule retrieve_natura_raster: - input: - storage( - "https://zenodo.org/record/4706686/files/natura.tiff", - keep_local=True, - ), - output: - resources("natura.tiff"), - log: - logs("retrieve_natura_raster.log"), - resources: - mem_mb=5000, - retries: 2 - run: - copyfile(input[0], output[0]) - validate_checksum(output[0], input[0]) - - -if config["enable"]["retrieve"] and config["enable"].get( - "retrieve_sector_databundle", True -): - datafiles = [ - "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", - ] - - rule retrieve_sector_databundle: - output: - protected(expand("data/bundle-sector/{files}", files=datafiles)), - protected(directory("data/bundle-sector/jrc-idees-2015")), - log: - "logs/retrieve_sector_databundle.log", - retries: 2 - conda: - "../envs/retrieve.yaml" - script: - "../scripts/retrieve_sector_databundle.py" - - rule retrieve_eurostat_data: - output: - directory("data/eurostat/eurostat-energy_balances-april_2023_edition"), - log: - "logs/retrieve_eurostat_data.log", - retries: 2 - script: - "../scripts/retrieve_eurostat_data.py" - - if config["enable"]["retrieve"]: datafiles = [ "IGGIELGN_LNGs.geojson", diff --git a/scripts/add_electricity.py b/scripts/add_electricity.py index 7e60203f..9fbbc223 100755 --- a/scripts/add_electricity.py +++ b/scripts/add_electricity.py @@ -46,7 +46,7 @@ Inputs ------ - ``resources/costs.csv``: The database of cost assumptions for all included technologies for specific years from various sources; e.g. discount rate, lifetime, investment (CAPEX), fixed operation and maintenance (FOM), variable operation and maintenance (VOM), fuel costs, efficiency, carbon-dioxide intensity. -- ``data/bundle/hydro_capacities.csv``: Hydropower plant store/discharge power capacities, energy storage capacity, and average hourly inflow by country. +- ``data/hydro_capacities.csv``: Hydropower plant store/discharge power capacities, energy storage capacity, and average hourly inflow by country. .. image:: img/hydrocapacities.png :scale: 34 % diff --git a/scripts/build_natura_raster.py b/scripts/build_natura_raster.py deleted file mode 100644 index 35fb0dbd..00000000 --- a/scripts/build_natura_raster.py +++ /dev/null @@ -1,118 +0,0 @@ -# -*- coding: utf-8 -*- -# SPDX-FileCopyrightText: : 2017-2024 The PyPSA-Eur Authors -# -# SPDX-License-Identifier: MIT -""" -Rasters the vector data of the `Natura 2000. - -`_ natural protection areas onto all -cutout regions. - -Relevant Settings ------------------ - -.. code:: yaml - - renewable: - {technology}: - cutout: - -.. seealso:: - Documentation of the configuration file ``config/config.yaml`` at - :ref:`renewable_cf` - -Inputs ------- - -- ``data/bundle/natura/Natura2000_end2015.shp``: `Natura 2000 `_ natural protection areas. - - .. image:: img/natura.png - :scale: 33 % - -Outputs -------- - -- ``resources/natura.tiff``: Rasterized version of `Natura 2000 `_ natural protection areas to reduce computation times. - - .. image:: img/natura.png - :scale: 33 % - -Description ------------ -""" - -import logging - -import atlite -import geopandas as gpd -import rasterio as rio -from _helpers import configure_logging, set_scenario_config -from rasterio.features import geometry_mask -from rasterio.warp import transform_bounds - -logger = logging.getLogger(__name__) - - -def determine_cutout_xXyY(cutout_name): - """ - Determine the full extent of a cutout. - - Since the coordinates of the cutout data are given as the - center of the grid cells, the extent of the cutout is - calculated by adding/subtracting half of the grid cell size. - - - Parameters - ---------- - cutout_name : str - Path to the cutout. - - Returns - ------- - A list of extent coordinates in the order [x, X, y, Y]. - """ - cutout = atlite.Cutout(cutout_name) - assert cutout.crs.to_epsg() == 4326 - x, X, y, Y = cutout.extent - dx, dy = cutout.dx, cutout.dy - return [x - dx / 2.0, X + dx / 2.0, y - dy / 2.0, Y + dy / 2.0] - - -def get_transform_and_shape(bounds, res): - left, bottom = [(b // res) * res for b in bounds[:2]] - right, top = [(b // res + 1) * res for b in bounds[2:]] - shape = int((top - bottom) // res), int((right - left) / res) - transform = rio.Affine(res, 0, left, 0, -res, top) - return transform, shape - - -if __name__ == "__main__": - if "snakemake" not in globals(): - from _helpers import mock_snakemake - - snakemake = mock_snakemake("build_natura_raster") - configure_logging(snakemake) - set_scenario_config(snakemake) - - x, X, y, Y = determine_cutout_xXyY(snakemake.input.cutout) - bounds = transform_bounds(4326, 3035, x, y, X, Y) - transform, out_shape = get_transform_and_shape(bounds, res=100) - - # adjusted boundaries - shapes = gpd.read_file(snakemake.input.natura).to_crs(3035) - raster = ~geometry_mask(shapes.geometry, out_shape, transform) - raster = raster.astype(rio.uint8) - - with rio.open( - snakemake.output[0], - "w", - driver="GTiff", - dtype=rio.uint8, - count=1, - transform=transform, - crs=3035, - compress="lzw", - width=raster.shape[1], - height=raster.shape[0], - ) as dst: - dst.write(raster, indexes=1) diff --git a/scripts/build_renewable_profiles.py b/scripts/build_renewable_profiles.py index f1eb5e15..43297e1d 100644 --- a/scripts/build_renewable_profiles.py +++ b/scripts/build_renewable_profiles.py @@ -52,7 +52,7 @@ Inputs CORINE land cover, see `Annex 1 of the technical documentation `_. -- ``data/bundle/GEBCO_2014_2D.nc``: A `bathymetric +- ``data/bundle/gebco/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) diff --git a/scripts/build_shapes.py b/scripts/build_shapes.py index fd64411a..85afdaea 100644 --- a/scripts/build_shapes.py +++ b/scripts/build_shapes.py @@ -38,7 +38,7 @@ Inputs - ``data/bundle/nama_10r_3popgdp.tsv.gz``: Average annual population by NUTS3 region (`eurostat `__) - ``data/bundle/nama_10r_3gdp.tsv.gz``: Gross domestic product (GDP) by NUTS 3 regions (`eurostat `__) -- ``data/bundle/ch_cantons.csv``: Mapping between Swiss Cantons and NUTS3 regions +- ``data/ch_cantons.csv``: Mapping between Swiss Cantons and NUTS3 regions - ``data/bundle/je-e-21.03.02.xls``: Population and GDP data per Canton (`BFS - Swiss Federal Statistical Office `_ ) Outputs diff --git a/scripts/build_ship_raster.py b/scripts/build_ship_raster.py index 47d725d8..7aaea999 100644 --- a/scripts/build_ship_raster.py +++ b/scripts/build_ship_raster.py @@ -47,10 +47,35 @@ from pathlib import Path import rioxarray from _helpers import configure_logging, set_scenario_config -from build_natura_raster import determine_cutout_xXyY logger = logging.getLogger(__name__) + +def determine_cutout_xXyY(cutout_name): + """ + Determine the full extent of a cutout. + + Since the coordinates of the cutout data are given as the + center of the grid cells, the extent of the cutout is + calculated by adding/subtracting half of the grid cell size. + + + Parameters + ---------- + cutout_name : str + Path to the cutout. + + Returns + ------- + A list of extent coordinates in the order [x, X, y, Y]. + """ + cutout = atlite.Cutout(cutout_name) + assert cutout.crs.to_epsg() == 4326 + x, X, y, Y = cutout.extent + dx, dy = cutout.dx, cutout.dy + return [x - dx / 2.0, X + dx / 2.0, y - dy / 2.0, Y + dy / 2.0] + + if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake diff --git a/scripts/retrieve_databundle.py b/scripts/retrieve_databundle.py index 996bbeab..e2736f63 100644 --- a/scripts/retrieve_databundle.py +++ b/scripts/retrieve_databundle.py @@ -1,5 +1,5 @@ # -*- coding: utf-8 -*- -# Copyright 2019-2022 Fabian Hofmann (TUB, FIAS) +# Copyright 2019-2024 Fabian Hofmann (TUB, FIAS), Fabian Neumann (TUB) # SPDX-FileCopyrightText: : 2017-2024 The PyPSA-Eur Authors # # SPDX-License-Identifier: MIT @@ -7,24 +7,15 @@ .. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.3517935.svg :target: https://doi.org/10.5281/zenodo.3517935 -The data bundle (1.4 GB) contains common GIS datasets like NUTS3 shapes, EEZ shapes, CORINE Landcover, Natura 2000 and also electricity specific summary statistics like historic per country yearly totals of hydro generation, GDP and POP on NUTS3 levels and per-country load time-series. +The data bundle contains common GIS datasets like NUTS3 shapes, EEZ shapes, +CORINE Landcover, Natura 2000 and also electricity specific summary statistics +like historic per country yearly totals of hydro generation, GDP and population +data on NUTS3 levels and energy balances. -This rule downloads the data bundle from `zenodo `_ and extracts it in the ``data`` sub-directory, such that all files of the bundle are stored in the ``data/bundle`` subdirectory. - -The :ref:`tutorial` uses a smaller `data bundle `_ than required for the full model (188 MB) - -.. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.3517921.svg - :target: https://doi.org/10.5281/zenodo.3517921 - -**Relevant Settings** - -.. code:: yaml - - tutorial: - -.. seealso:: - Documentation of the configuration file ``config/config.yaml`` at - :ref:`toplevel_cf` +This rule downloads the data bundle from `zenodo +`_ and extracts it in the ``data`` +sub-directory, such that all files of the bundle are stored in the +``data/bundle`` subdirectory. **Outputs** @@ -57,10 +48,7 @@ if __name__ == "__main__": configure_logging(snakemake) set_scenario_config(snakemake) - if snakemake.config["tutorial"]: - url = "https://zenodo.org/record/3517921/files/pypsa-eur-tutorial-data-bundle.tar.xz" - else: - url = "https://zenodo.org/record/3517935/files/pypsa-eur-data-bundle.tar.xz" + url = "https://zenodo.org/records/10973944/files/bundle.tar.xz" tarball_fn = Path(f"{rootpath}/bundle.tar.xz") to_fn = Path(rootpath) / Path(snakemake.output[0]).parent.parent @@ -74,6 +62,7 @@ if __name__ == "__main__": logger.info("Extracting databundle.") tarfile.open(tarball_fn).extractall(to_fn) + logger.info("Unlinking tarball.") tarball_fn.unlink() logger.info(f"Databundle available in '{to_fn}'.") diff --git a/scripts/retrieve_sector_databundle.py b/scripts/retrieve_sector_databundle.py deleted file mode 100644 index 3b825da2..00000000 --- a/scripts/retrieve_sector_databundle.py +++ /dev/null @@ -1,49 +0,0 @@ -# -*- coding: utf-8 -*- -# SPDX-FileCopyrightText: : 2021-2024 The PyPSA-Eur Authors -# -# SPDX-License-Identifier: MIT -""" -Retrieve and extract data bundle for sector-coupled studies. -""" - -import logging -import tarfile -from pathlib import Path - -from _helpers import ( - configure_logging, - progress_retrieve, - set_scenario_config, - validate_checksum, -) - -logger = logging.getLogger(__name__) - -if __name__ == "__main__": - if "snakemake" not in globals(): - from _helpers import mock_snakemake - - snakemake = mock_snakemake("retrieve_databundle") - rootpath = ".." - else: - rootpath = "." - configure_logging(snakemake) - set_scenario_config(snakemake) - - url = "https://zenodo.org/record/5824485/files/pypsa-eur-sec-data-bundle.tar.gz" - - tarball_fn = Path(f"{rootpath}/sector-bundle.tar.gz") - to_fn = Path(rootpath) / Path(snakemake.output[0]).parent.parent - - logger.info(f"Downloading databundle from '{url}'.") - 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) - - tarball_fn.unlink() - - logger.info(f"Databundle available in '{to_fn}'.") From fb35272fb44cd64791654ad6751a8e2bd4ad5daa Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 15 Apr 2024 15:00:52 +0200 Subject: [PATCH 049/164] add release notes [no ci] --- doc/release_notes.rst | 22 ++++++++++++++++++++++ 1 file changed, 22 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index c3aac055..157919ab 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -11,6 +11,28 @@ Upcoming Release ================ * Group existing capacities to the earlier grouping_year for consistency with optimized capacities. +* Update data bundle: + + - Merge electricity-only and sector-coupled data bundles into `one bundle + `_. This means that the rule + ``retrieve_sector_databundle`` was removed. + + - Include rasterised ``natura.tiff`` in data bundle and remove rule + ``retrieve_natura_raster``. + + - Remove rule ``build_natura_raster`` as this rule is rarely run and increases + the data bundle size considerably. + + - Remove outdated files from data bundle (e.g., Eurostat energy balances) + + - Reduce spatial scope of GEBCO bathymetry data to Europe to save space. + + - Remove the use of a separate data bundle for tutorials. + + - Directly download `Hotmaps Industrial Database + `__ + from source and remove ``Industrial_Database.csv`` from data bundle. + * bugfix: installed heating capacities were 5% lower than existing heating capacities * Include gas and oil fields and saline aquifers in estimation of CO2 sequestration potential. From fe1199e981c2922d8d225f3516d6ced332320b03 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 15 Apr 2024 15:03:23 +0200 Subject: [PATCH 050/164] update shipdensity_global.zip link [no ci] --- rules/retrieve.smk | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/rules/retrieve.smk b/rules/retrieve.smk index 398269d4..74d218bf 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -172,7 +172,7 @@ if config["enable"]["retrieve"]: rule retrieve_ship_raster: input: storage( - "https://zenodo.org/record/6953563/files/shipdensity_global.zip", + "https://zenodo.org/records/10973944/files/shipdensity_global.zip", keep_local=True, ), output: From a1e42db58bab3f4699f2b2c28461c13d9111bc10 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 15 Apr 2024 15:14:02 +0200 Subject: [PATCH 051/164] change in zenodo urls from record to records --- doc/configtables/load.csv | 2 +- doc/release_notes.rst | 8 ++++---- doc/supply_demand.rst | 2 +- rules/retrieve.smk | 4 ++-- scripts/_helpers.py | 4 ++-- scripts/retrieve_gas_infrastructure_data.py | 4 ++-- 6 files changed, 12 insertions(+), 12 deletions(-) diff --git a/doc/configtables/load.csv b/doc/configtables/load.csv index 34d73dc5..9ebfea32 100644 --- a/doc/configtables/load.csv +++ b/doc/configtables/load.csv @@ -4,4 +4,4 @@ time_shift_for_large_gaps,string,string,"Periods which are used for copying time manual_adjustments,bool,"{true, false}","Whether to adjust the load data manually according to the function in :func:`manual_adjustment`." scaling_factor,--,float,"Global correction factor for the load time series." fixed_year,--,Year or False,"To specify a fixed year for the load time series that deviates from the snapshots' year" -supplement_synthetic,bool,"{true, false}","Whether to supplement missing data for selected time period should be supplemented by synthetic data from https://zenodo.org/record/10820928." +supplement_synthetic,bool,"{true, false}","Whether to supplement missing data for selected time period should be supplemented by synthetic data from https://zenodo.org/records/10820928." diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 157919ab..907379da 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -1529,7 +1529,7 @@ This release is known to work with `PyPSA-Eur **Gas Transmission Network** * New rule ``retrieve_gas_infrastructure_data`` that downloads and extracts the - SciGRID_gas `IGGIELGN `__ dataset from + SciGRID_gas `IGGIELGN `__ dataset from zenodo. It includes data on the transmission routes, pipe diameters, capacities, pressure, and whether the pipeline is bidirectional and carries H-Gas or L-Gas. @@ -1689,7 +1689,7 @@ This release is known to work with `PyPSA-Eur PyPSA network. * Updated `data bundle - `__ + `__ that includes the hydrogan salt cavern storage potentials. * Updated and extended documentation in @@ -2049,7 +2049,7 @@ PyPSA-Eur-Sec codebase in Version 0.2.0 above. This model has `its own github repository `__ and is `archived -on Zenodo `__. +on Zenodo `__. @@ -2065,7 +2065,7 @@ European countries with one node per country. It includes demand and supply for electricity, space and water heating in buildings, and land transport. -It is `archived on Zenodo `__. +It is `archived on Zenodo `__. Release Process diff --git a/doc/supply_demand.rst b/doc/supply_demand.rst index cc598aaf..db7bfb70 100644 --- a/doc/supply_demand.rst +++ b/doc/supply_demand.rst @@ -386,7 +386,7 @@ carbon capture (bottom bar) assumed in `Neumann et al `__, which is illustrated in the figure below. This open database includes georeferenced industrial sites of energy-intensive industry sectors in EU28, including cement, basic chemicals, glass, iron and steel, non-ferrous metals, non-metallic minerals, paper, and refineries subsectors. The use of this spatial dataset enables the calculation of regional and process-specific energy demands. This approach assumes that there will be no significant migration of energy-intensive industries. +Inside each country the industrial demand is then distributed using the `Hotmaps Industrial Database `__, which is illustrated in the figure below. This open database includes georeferenced industrial sites of energy-intensive industry sectors in EU28, including cement, basic chemicals, glass, iron and steel, non-ferrous metals, non-metallic minerals, paper, and refineries subsectors. The use of this spatial dataset enables the calculation of regional and process-specific energy demands. This approach assumes that there will be no significant migration of energy-intensive industries. .. image:: ../graphics/hotmaps.png diff --git a/rules/retrieve.smk b/rules/retrieve.smk index 74d218bf..5147e564 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -78,7 +78,7 @@ if config["enable"]["retrieve"] and config["enable"].get("retrieve_cutout", True rule retrieve_cutout: input: storage( - "https://zenodo.org/record/6382570/files/{cutout}.nc", + "https://zenodo.org/records/6382570/files/{cutout}.nc", ), output: protected("cutouts/" + CDIR + "{cutout}.nc"), @@ -194,7 +194,7 @@ if config["enable"]["retrieve"]: rule download_copernicus_land_cover: input: storage( - "https://zenodo.org/record/3939050/files/PROBAV_LC100_global_v3.0.1_2019-nrt_Discrete-Classification-map_EPSG-4326.tif", + "https://zenodo.org/records/3939050/files/PROBAV_LC100_global_v3.0.1_2019-nrt_Discrete-Classification-map_EPSG-4326.tif", ), output: "data/Copernicus_LC100_global_v3.0.1_2019-nrt_Discrete-Classification-map_EPSG-4326.tif", diff --git a/scripts/_helpers.py b/scripts/_helpers.py index dfedcaea..683828b2 100644 --- a/scripts/_helpers.py +++ b/scripts/_helpers.py @@ -707,7 +707,7 @@ def update_config_from_wildcards(config, w, inplace=True): def get_checksum_from_zenodo(file_url): parts = file_url.split("/") - record_id = parts[parts.index("record") + 1] + record_id = parts[parts.index("records") + 1] filename = parts[-1] response = requests.get(f"https://zenodo.org/api/records/{record_id}", timeout=30) @@ -746,7 +746,7 @@ def validate_checksum(file_path, zenodo_url=None, checksum=None): >>> validate_checksum("/path/to/file", checksum="md5:abc123...") >>> validate_checksum( ... "/path/to/file", - ... zenodo_url="https://zenodo.org/record/12345/files/example.txt", + ... zenodo_url="https://zenodo.org/records/12345/files/example.txt", ... ) If the checksum is invalid, an AssertionError will be raised. diff --git a/scripts/retrieve_gas_infrastructure_data.py b/scripts/retrieve_gas_infrastructure_data.py index 8d7d0e08..972e08c5 100644 --- a/scripts/retrieve_gas_infrastructure_data.py +++ b/scripts/retrieve_gas_infrastructure_data.py @@ -4,7 +4,7 @@ # SPDX-License-Identifier: MIT """ Retrieve gas infrastructure data from -https://zenodo.org/record/4767098/files/IGGIELGN.zip. +https://zenodo.org/records/4767098/files/IGGIELGN.zip. """ import logging @@ -32,7 +32,7 @@ if __name__ == "__main__": configure_logging(snakemake) set_scenario_config(snakemake) - url = "https://zenodo.org/record/4767098/files/IGGIELGN.zip" + url = "https://zenodo.org/records/4767098/files/IGGIELGN.zip" # Save locations zip_fn = Path(f"{rootpath}/IGGIELGN.zip") From 29adeb2267712b7e1097c727f683da1bf334c9dc Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 15 Apr 2024 15:28:02 +0200 Subject: [PATCH 052/164] add missing atlite import --- scripts/build_ship_raster.py | 1 + 1 file changed, 1 insertion(+) diff --git a/scripts/build_ship_raster.py b/scripts/build_ship_raster.py index 7aaea999..12befe99 100644 --- a/scripts/build_ship_raster.py +++ b/scripts/build_ship_raster.py @@ -45,6 +45,7 @@ import logging import zipfile from pathlib import Path +import atlite import rioxarray from _helpers import configure_logging, set_scenario_config From e90b37e6d7012ce5bbc72d257a549053830560f7 Mon Sep 17 00:00:00 2001 From: Thomas Gilon Date: Fri, 19 Apr 2024 17:41:50 +0200 Subject: [PATCH 053/164] Improve agg_p_nom_minmax file management --- config/config.default.yaml | 5 +-- data/agg_p_nom_minmax.csv | 63 ++++++++++++++++++------------------ doc/configtables/solving.csv | 2 +- scripts/solve_network.py | 5 +-- 4 files changed, 37 insertions(+), 38 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index f500c8bb..7f40db20 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -760,10 +760,7 @@ solving: agg_p_nom_limits: agg_offwind: false include_existing: false - years: - 2030: data/agg_p_nom_minmax.csv - 2040: data/agg_p_nom_minmax.csv - 2050: data/agg_p_nom_minmax.csv + file: data/agg_p_nom_minmax.csv constraints: CCL: false diff --git a/data/agg_p_nom_minmax.csv b/data/agg_p_nom_minmax.csv index 111215bc..7a6a7f73 100644 --- a/data/agg_p_nom_minmax.csv +++ b/data/agg_p_nom_minmax.csv @@ -1,31 +1,32 @@ -country,carrier,min,max -DE,onwind,0.1, -DE,offwind-ac,0.1, -DE,offwind-dc,0.1, -DE,solar,0.2, -LU,onwind,, -LU,solar,, -NL,onwind,, -NL,offwind-ac,, -NL,offwind-dc,, -NL,solar,, -GB,onwind,, -GB,offwind-ac,, -GB,offwind-dc,, -GB,solar,, -IE,onwind,, -IE,offwind-ac,, -IE,offwind-dc,, -IE,solar,, -FR,onwind,, -FR,offwind-ac,, -FR,offwind-dc,, -FR,solar,, -DK,onwind,, -DK,offwind-ac,, -DK,offwind-dc,, -DK,solar,, -BE,onwind,, -BE,offwind-ac,, -BE,offwind-dc,, -BE,solar,, +,,2030,2030,2040,2040,2050,2050 +country,carrier,min,max,min,max,min,max +DE,onwind,0.1,,0.1,,0.1, +DE,offwind-ac,0.1,,0.1,,0.1, +DE,offwind-dc,0.1,,0.1,,0.1, +DE,solar,0.2,,0.2,,0.2, +LU,onwind,,,,,, +LU,solar,,,,,, +NL,onwind,,,,,, +NL,offwind-ac,,,,,, +NL,offwind-dc,,,,,, +NL,solar,,,,,, +GB,onwind,,,,,, +GB,offwind-ac,,,,,, +GB,offwind-dc,,,,,, +GB,solar,,,,,, +IE,onwind,,,,,, +IE,offwind-ac,,,,,, +IE,offwind-dc,,,,,, +IE,solar,,,,,, +FR,onwind,,,,,, +FR,offwind-ac,,,,,, +FR,offwind-dc,,,,,, +FR,solar,,,,,, +DK,onwind,,,,,, +DK,offwind-ac,,,,,, +DK,offwind-dc,,,,,, +DK,solar,,,,,, +BE,onwind,,,,,, +BE,offwind-ac,,,,,, +BE,offwind-dc,,,,,, +BE,solar,,,,,, \ No newline at end of file diff --git a/doc/configtables/solving.csv b/doc/configtables/solving.csv index f9619504..2fc7999d 100644 --- a/doc/configtables/solving.csv +++ b/doc/configtables/solving.csv @@ -17,7 +17,7 @@ options,,, agg_p_nom_limits,,,Configure per carrier generator nominal capacity constraints for individual countries if ``'CCL'`` is in ``{opts}`` wildcard. -- agg_offwind,bool,"{'true','false'}",Aggregate together all the types of offwind when writing the constraint. Default is false. -- include_existing,bool,"{'true','false'}",Take existing capacities into account when writing the constraint. Default is false. --- years,-,Dictionary with planning horizons as key and path as value,Reference to ``.csv`` file for each planning horizon. Defaults to ``data/agg_p_nom_minmax.csv``. +-- file,file,path,Reference to ``.csv`` file specifying per carrier generator nominal capacity constraints for individual countries and planning horizons. Defaults to ``data/agg_p_nom_minmax.csv``. 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',`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. diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 2d099068..e0914b9f 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -422,8 +422,9 @@ def add_CCL_constraints(n, config): agg_p_nom_limits: data/agg_p_nom_minmax.csv """ agg_p_nom_minmax = pd.read_csv( - config["solving"]["agg_p_nom_limits"]["years"][int(snakemake.wildcards.planning_horizons)], index_col=[0, 1] - ) + config["solving"]["agg_p_nom_limits"]["file"], + index_col=[0, 1], header=[0, 1] + )[snakemake.wildcards.planning_horizons] logger.info("Adding generation capacity constraints per carrier and country") p_nom = n.model["Generator-p_nom"] From 54f9ad450e673d54b7f39a056c7b170dfee7b6f3 Mon Sep 17 00:00:00 2001 From: Thomas Gilon Date: Mon, 22 Apr 2024 11:55:17 +0200 Subject: [PATCH 054/164] Fix index issue --- data/agg_p_nom_minmax.csv | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/data/agg_p_nom_minmax.csv b/data/agg_p_nom_minmax.csv index 7a6a7f73..974b13a2 100644 --- a/data/agg_p_nom_minmax.csv +++ b/data/agg_p_nom_minmax.csv @@ -1,5 +1,6 @@ ,,2030,2030,2040,2040,2050,2050 -country,carrier,min,max,min,max,min,max +,,min,max,min,max,min,max +country,carrier,,,,,, DE,onwind,0.1,,0.1,,0.1, DE,offwind-ac,0.1,,0.1,,0.1, DE,offwind-dc,0.1,,0.1,,0.1, From cc49926a2307a6b76d7971bd5699155baeb2f8e9 Mon Sep 17 00:00:00 2001 From: Thomas Gilon Date: Tue, 23 Apr 2024 13:58:24 +0200 Subject: [PATCH 055/164] Fix gas network retrofit --- doc/release_notes.rst | 2 ++ scripts/add_brownfield.py | 72 +++++++++++++++++++-------------------- 2 files changed, 38 insertions(+), 36 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index d42b149f..d75064e4 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -181,6 +181,8 @@ Upcoming Release * Fix custom busmap read in `cluster_network`. +* Fix gas network retrofitting in `add_brownfield`. + PyPSA-Eur 0.10.0 (19th February 2024) ===================================== diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index 7e49031b..18dfbc1d 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -86,43 +86,43 @@ def add_brownfield(n, n_p, year): for tattr in n.component_attrs[c.name].index[selection]: n.import_series_from_dataframe(c.pnl[tattr], c.name, tattr) - # deal with gas network - pipe_carrier = ["gas pipeline"] - if snakemake.params.H2_retrofit: - # drop capacities of previous year to avoid duplicating - to_drop = n.links.carrier.isin(pipe_carrier) & (n.links.build_year != year) - n.mremove("Link", n.links.loc[to_drop].index) + # deal with gas network + pipe_carrier = ["gas pipeline"] + if snakemake.params.H2_retrofit: + # drop capacities of previous year to avoid duplicating + to_drop = n.links.carrier.isin(pipe_carrier) & (n.links.build_year != year) + n.mremove("Link", n.links.loc[to_drop].index) - # subtract the already retrofitted from today's gas grid capacity - h2_retrofitted_fixed_i = n.links[ - (n.links.carrier == "H2 pipeline retrofitted") - & (n.links.build_year != year) - ].index - gas_pipes_i = n.links[n.links.carrier.isin(pipe_carrier)].index - CH4_per_H2 = 1 / snakemake.params.H2_retrofit_capacity_per_CH4 - fr = "H2 pipeline retrofitted" - to = "gas pipeline" - # today's pipe capacity - pipe_capacity = n.links.loc[gas_pipes_i, "p_nom"] - # already retrofitted capacity from gas -> H2 - already_retrofitted = ( - n.links.loc[h2_retrofitted_fixed_i, "p_nom"] - .rename(lambda x: x.split("-2")[0].replace(fr, to)) - .groupby(level=0) - .sum() - ) - remaining_capacity = ( - pipe_capacity - - CH4_per_H2 - * already_retrofitted.reindex(index=pipe_capacity.index).fillna(0) - ) - n.links.loc[gas_pipes_i, "p_nom"] = remaining_capacity - else: - new_pipes = n.links.carrier.isin(pipe_carrier) & ( - n.links.build_year == year - ) - n.links.loc[new_pipes, "p_nom"] = 0.0 - n.links.loc[new_pipes, "p_nom_min"] = 0.0 + # subtract the already retrofitted from today's gas grid capacity + h2_retrofitted_fixed_i = n.links[ + (n.links.carrier == "H2 pipeline retrofitted") + & (n.links.build_year != year) + ].index + gas_pipes_i = n.links[n.links.carrier.isin(pipe_carrier)].index + CH4_per_H2 = 1 / snakemake.params.H2_retrofit_capacity_per_CH4 + fr = "H2 pipeline retrofitted" + to = "gas pipeline" + # today's pipe capacity + pipe_capacity = n.links.loc[gas_pipes_i, "p_nom"] + # already retrofitted capacity from gas -> H2 + already_retrofitted = ( + n.links.loc[h2_retrofitted_fixed_i, "p_nom"] + .rename(lambda x: x.split("-2")[0].replace(fr, to) + f"-{year}") + .groupby(level=0) + .sum() + ) + remaining_capacity = ( + pipe_capacity + - CH4_per_H2 + * already_retrofitted.reindex(index=pipe_capacity.index).fillna(0) + ) + n.links.loc[gas_pipes_i, "p_nom"] = remaining_capacity + else: + new_pipes = n.links.carrier.isin(pipe_carrier) & ( + n.links.build_year == 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_limit_hit(n): From 94e45168f89cafeee9f45d908a103c724a2e19ed Mon Sep 17 00:00:00 2001 From: Parisra <102019906+Parisra@users.noreply.github.com> Date: Thu, 25 Apr 2024 11:26:09 +0200 Subject: [PATCH 056/164] Add solar-hsat to config 1. Solar PV with single-axis tracking is added as 'solar-hast' to carriers. 2. Capacity factors are taken from atlite. Land-use is 15% higher acc. to NREL (Land-Use Requirements for Solar Power Plants in the United States). 3. The option for adding solar-hast to the network is set to 'True' as default. 4. A color is added for solar-hsat --- config/config.default.yaml | 22 ++++++++++++++++++++-- 1 file changed, 20 insertions(+), 2 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 0db6dc03..c00ca0b3 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -111,7 +111,7 @@ electricity: H2: 168 extendable_carriers: - Generator: [solar, onwind, offwind-ac, offwind-dc, OCGT] + Generator: [solar, solar-hsat, onwind, offwind-ac, offwind-dc, OCGT] StorageUnit: [] # battery, H2 Store: [battery, H2] Link: [] # H2 pipeline @@ -121,7 +121,7 @@ electricity: 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] + renewable_carriers: [solar, solar-hsat, onwind, offwind-ac, offwind-dc, hydro] estimate_renewable_capacities: enable: true @@ -232,6 +232,21 @@ renewable: natura: true excluder_resolution: 100 clip_p_max_pu: 1.e-2 + solar-hsat: + cutout: europe-2013-sarah + resource: + method: pv + panel: CSi + orientation: + slope: 35. + azimuth: 180. + tracking: horizontal + capacity_per_sqkm: 4.43 # 15% higher land usage acc. to NREL + 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] @@ -311,6 +326,7 @@ pypsa_eur: - offwind-ac - offwind-dc - solar + - solar-hsat - ror - nuclear StorageUnit: @@ -573,6 +589,7 @@ sector: biogas_upgrading_cc: false conventional_generation: OCGT: gas + solar_utility_singla_axis_tracking : true biomass_to_liquid: false biosng: false limit_max_growth: @@ -890,6 +907,7 @@ plotting: # solar solar: "#f9d002" solar PV: "#f9d002" + solar-hsat: "#fdb915" solar thermal: '#ffbf2b' residential rural solar thermal: '#f1c069' services rural solar thermal: '#eabf61' From 91de7a891d649a8111c940f7afd94a0d6a27ffc7 Mon Sep 17 00:00:00 2001 From: Parisra <102019906+Parisra@users.noreply.github.com> Date: Thu, 25 Apr 2024 11:28:33 +0200 Subject: [PATCH 057/164] Update rule: determine_availability_matrix Add solar-hsat as an Onshore technology --- 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 ed341d2f..fac383d9 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -233,7 +233,7 @@ rule determine_availability_matrix_MD_UA: offshore_shapes=resources("offshore_shapes.geojson"), regions=lambda w: ( resources("regions_onshore.geojson") - if w.technology in ("onwind", "solar") + if w.technology in ("onwind", "solar", "solar-hsat") else resources("regions_offshore.geojson") ), cutout=lambda w: "cutouts/" From b9cb82cc3bc8608939f611a32d1b242126f61e85 Mon Sep 17 00:00:00 2001 From: Parisra <102019906+Parisra@users.noreply.github.com> Date: Thu, 25 Apr 2024 11:30:42 +0200 Subject: [PATCH 058/164] Update build_renewable_profiles Add solar-hsat to Onshore technologies --- 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 fac383d9..afe0db8e 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -301,7 +301,7 @@ rule build_renewable_profiles: offshore_shapes=resources("offshore_shapes.geojson"), regions=lambda w: ( resources("regions_onshore.geojson") - if w.technology in ("onwind", "solar") + if w.technology in ("onwind", "solar", "solar-hsat") else resources("regions_offshore.geojson") ), cutout=lambda w: "cutouts/" From f0187437c106db0e1b394b6b90e991f3cd9e991d Mon Sep 17 00:00:00 2001 From: Parisra <102019906+Parisra@users.noreply.github.com> Date: Thu, 25 Apr 2024 11:32:58 +0200 Subject: [PATCH 059/164] Update costs Rename 'solar-utility single-axis' (taken from technology data) to solar-hsat --- scripts/add_electricity.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/scripts/add_electricity.py b/scripts/add_electricity.py index 7e60203f..31ed1048 100755 --- a/scripts/add_electricity.py +++ b/scripts/add_electricity.py @@ -235,6 +235,8 @@ def load_costs(tech_costs, config, max_hours, Nyears=1.0): + (1 - config["rooftop_share"]) * costs.at["solar-utility", "capital_cost"] ) + costs= costs.rename({'solar-utility single-axis tracking':'solar-hsat'}) + def costs_for_storage(store, link1, link2=None, max_hours=1.0): capital_cost = link1["capital_cost"] + max_hours * store["capital_cost"] if link2 is not None: From 692d837b14592e56b92eaa8ec1a46091304068d4 Mon Sep 17 00:00:00 2001 From: Parisra <102019906+Parisra@users.noreply.github.com> Date: Thu, 25 Apr 2024 11:35:29 +0200 Subject: [PATCH 060/164] Update add_electricity_grid_connection Add solar-hsat as technology with a grid connection cost --- 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 b6ec98b2..589c28d4 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1115,7 +1115,7 @@ def insert_gas_distribution_costs(n, costs): def add_electricity_grid_connection(n, costs): - carriers = ["onwind", "solar"] + carriers = ["onwind", "solar", "solar-hsat"] gens = n.generators.index[n.generators.carrier.isin(carriers)] From be876761f2f7e4727da6e2cf83e6b1b511738774 Mon Sep 17 00:00:00 2001 From: Parisra <102019906+Parisra@users.noreply.github.com> Date: Thu, 25 Apr 2024 11:37:53 +0200 Subject: [PATCH 061/164] Add remove option for solar-hsat Add function to remove solar-hsat if the config option is 'False' --- scripts/prepare_sector_network.py | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 589c28d4..20aa8959 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3319,7 +3319,13 @@ def remove_h2_network(n): if "EU H2 Store" in n.stores.index: n.stores.drop("EU H2 Store", inplace=True) +def remove_solar_tracking(n): + for tech in ['solar-hsat']: + print('removing '+tech) + n.mremove("Generator" , n.generators.index[n.generators.carrier==tech]) + + def limit_individual_line_extension(n, maxext): logger.info(f"Limiting new HVAC and HVDC extensions to {maxext} MW") n.lines["s_nom_max"] = n.lines["s_nom"] + maxext @@ -3696,6 +3702,9 @@ if __name__ == "__main__": if options["electricity_distribution_grid"]: insert_electricity_distribution_grid(n, costs) + if not options["solar_utility_singla_axis_tracking"]: + remove_solar_tracking(n) + maybe_adjust_costs_and_potentials(n, snakemake.params["adjustments"]) if options["gas_distribution_grid"]: From f69ec97a18eb29bd815145e87edea92f828fff21 Mon Sep 17 00:00:00 2001 From: Parisra <102019906+Parisra@users.noreply.github.com> Date: Thu, 25 Apr 2024 11:45:31 +0200 Subject: [PATCH 062/164] Add solar_potential constraint The constraint ensures the combined installed capacity of solar and solar-hsat does not exceed the total solar capacity of the node --- scripts/solve_network.py | 56 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 56 insertions(+) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index dbde8813..47a9c1e7 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -43,6 +43,7 @@ from _helpers import ( set_scenario_config, update_config_from_wildcards, ) +from functools import reduce from pypsa.descriptors import get_activity_mask from pypsa.descriptors import get_switchable_as_dense as get_as_dense @@ -198,6 +199,61 @@ def _add_land_use_constraint_m(n, planning_horizons, config): n.generators.p_nom_max.clip(lower=0, inplace=True) +def add_solar_potential_constraints(n, config): + """ + Add constraint to make sure the sum capacity of all solar technologies (fixed, tracking, ets. ) is below the region potential. + Example: + ES1 0: total solar potential is 10 GW, meaning: + solar potential : 10 GW + solar-hsat potential : 8 GW (solar with single axis tracking is assumed to have higher land use) + The constraint ensures that: + solar_p_nom + solar_hsat_p_nom * 1.13 <= 10 GW + """ + land_use_factors= { + 'solar-hsat' : config['renewable']['solar']['capacity_per_sqkm']/config['renewable']['solar-hsat']['capacity_per_sqkm'] , + } + gen_index = n.generators[n.generators.p_nom_extendable].index + + filters = [("solar", True), ("thermal", False), ("rooftop", False)] ## filter all utility solar generation except solar thermal + solar = reduce(lambda gen_index, f: gen_index[gen_index.str.contains(f[0]) == f[1]], filters, gen_index) + solar_today = n.generators[(n.generators.carrier=='solar') & (n.generators.p_nom_extendable)].index + solar_hsat = n.generators[(n.generators.carrier=='solar-hsat') ].index + land_use = pd.DataFrame(1, index=solar, columns=['land_use_factor']) + for key in land_use_factors.keys(): + land_use = land_use.apply(lambda x: (x*land_use_factors[key]) if key in x.name else x, axis=1) + + rename = {"Generator-ext": "Generator"} + if "m" in snakemake.wildcards.clusters: + location = ( + pd.Series([' '.join(i.split(' ')[:2]) for i in n.generators.index], index=n.generators.index) + ) + ggrouper= pd.Series(n.generators.loc[solar].index.rename('bus').map(location), index=n.generators.loc[solar].index,).to_xarray() + rhs = (n.generators.loc[solar_today,"p_nom_max"] + .groupby(n.generators.loc[solar_today].index.rename('bus').map(location)).sum() - + n.generators.loc[solar_hsat,"p_nom_opt"] + .groupby(n.generators.loc[solar_hsat].index.rename('bus').map(location)).sum() * land_use_factors['solar-hsat'] ).clip(lower=0) + + else : + location = ( + n.buses.location + if "location" in n.buses.columns + else pd.Series(n.buses.index, index=n.buses.index) + ) + ggrouper= (n.generators.loc[solar].bus) + rhs = (n.generators.loc[solar_today,"p_nom_max"] + .groupby(n.generators.loc[solar_today].bus.map(location)).sum() - + n.generators.loc[solar_hsat,"p_nom_opt"] + .groupby(n.generators.loc[solar_hsat].bus.map(location)).sum() * land_use_factors['solar-hsat'] ).clip(lower=0) + + lhs = ( + (n.model["Generator-p_nom"].rename(rename).loc[solar] + *land_use.squeeze().values) + .groupby(ggrouper) + .sum() + ) + + print('adding solar rooftop constraints...') + n.model.add_constraints(lhs <= rhs, name="solar_potential") def add_co2_sequestration_limit(n, limit=200): """ From 9a55c8fa7bd62344aa86a5fb1a57e056a600466f Mon Sep 17 00:00:00 2001 From: Parisra <102019906+Parisra@users.noreply.github.com> Date: Thu, 25 Apr 2024 11:47:30 +0200 Subject: [PATCH 063/164] Update potential constraint Only implement constraint if solar-hsat option is selected in config --- scripts/solve_network.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 47a9c1e7..0d5ce1e6 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -918,6 +918,10 @@ def extra_functionality(n, snapshots): if EQ_o := constraints["EQ"]: add_EQ_constraints(n, EQ_o.replace("EQ", "")) + + if config["sector"]['solar_utility_singla_axis_tracking']: + add_solar_potential_constraints(n, config) + add_battery_constraints(n) add_lossy_bidirectional_link_constraints(n) add_pipe_retrofit_constraint(n) From fde0cd9aae16deccb30745330045dae9f500ac9d Mon Sep 17 00:00:00 2001 From: Parisra <102019906+Parisra@users.noreply.github.com> Date: Thu, 25 Apr 2024 11:49:14 +0200 Subject: [PATCH 064/164] Update land_use constraints Add solar-hsat and solar-rooftop to land use constraints --- 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 0d5ce1e6..8048af61 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -124,7 +124,7 @@ def add_land_use_constraint_perfect(n): def _add_land_use_constraint(n): # warning: this will miss existing offwind which is not classed AC-DC and has carrier 'offwind' - for carrier in ["solar", "onwind", "offwind-ac", "offwind-dc"]: + for carrier in ["solar", "solar rooftop", "solar-hsat", "onwind", "offwind-ac", "offwind-dc"]: extendable_i = (n.generators.carrier == carrier) & n.generators.p_nom_extendable n.generators.loc[extendable_i, "p_nom_min"] = 0 @@ -159,7 +159,7 @@ def _add_land_use_constraint_m(n, planning_horizons, config): grouping_years = config["existing_capacities"]["grouping_years_power"] current_horizon = snakemake.wildcards.planning_horizons - for carrier in ["solar", "onwind", "offwind-ac", "offwind-dc"]: + for carrier in ["solar", "solar rooftop", "solar-hsat", "onwind", "offwind-ac", "offwind-dc"]: extendable_i = (n.generators.carrier == carrier) & n.generators.p_nom_extendable n.generators.loc[extendable_i, "p_nom_min"] = 0 From 29f6c9507f01c5a9cca7f8435c6260143f60dd6f Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 25 Apr 2024 15:36:31 +0000 Subject: [PATCH 065/164] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/build_electricity.smk | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index ed341d2f..c074bdbd 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -433,7 +433,7 @@ rule add_electricity: else resources("networks/base.nc") ), tech_costs=lambda w: resources( - f"costs_{config_provider('costs', 'year')(w)}.csv" + f"costs_{config_provider('costs', 'year') (w)}.csv" ), regions=resources("regions_onshore.geojson"), powerplants=resources("powerplants.csv"), @@ -478,7 +478,7 @@ rule simplify_network: input: network=resources("networks/elec.nc"), tech_costs=lambda w: resources( - f"costs_{config_provider('costs', 'year')(w)}.csv" + f"costs_{config_provider('costs', 'year') (w)}.csv" ), regions_onshore=resources("regions_onshore.geojson"), regions_offshore=resources("regions_offshore.geojson"), @@ -526,7 +526,7 @@ rule cluster_network: else [] ), tech_costs=lambda w: resources( - f"costs_{config_provider('costs', 'year')(w)}.csv" + f"costs_{config_provider('costs', 'year') (w)}.csv" ), output: network=resources("networks/elec_s{simpl}_{clusters}.nc"), @@ -555,7 +555,7 @@ rule add_extra_components: input: network=resources("networks/elec_s{simpl}_{clusters}.nc"), tech_costs=lambda w: resources( - f"costs_{config_provider('costs', 'year')(w)}.csv" + f"costs_{config_provider('costs', 'year') (w)}.csv" ), output: resources("networks/elec_s{simpl}_{clusters}_ec.nc"), @@ -590,7 +590,7 @@ rule prepare_network: input: resources("networks/elec_s{simpl}_{clusters}_ec.nc"), tech_costs=lambda w: resources( - f"costs_{config_provider('costs', 'year')(w)}.csv" + f"costs_{config_provider('costs', 'year') (w)}.csv" ), co2_price=lambda w: resources("co2_price.csv") if "Ept" in w.opts else [], output: From 884d308d8b1de46988db184c94443299d1935293 Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Thu, 25 Apr 2024 17:45:51 +0200 Subject: [PATCH 066/164] Bump powerplantmatching version Needed in order to get renewable capacities from pm.IRENA newer than 2020; updated to 2023 in version 0.5.13 --- envs/environment.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/envs/environment.yaml b/envs/environment.yaml index ee1d1605..8f425805 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -25,7 +25,7 @@ dependencies: - yaml - pytables - lxml -- powerplantmatching>=0.5.5,!=0.5.9 +- powerplantmatching>=0.5.13 - numpy - pandas>=2.1 - geopandas>=0.11.0 From edc1d4991a0c84330a6390d043880447a6db7a40 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 26 Apr 2024 09:35:54 +0200 Subject: [PATCH 067/164] reenable windows ci with snakemake 8.11 --- .github/workflows/ci.yaml | 2 +- Snakefile | 2 +- envs/environment.yaml | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml index 7aabf0e6..c17c0425 100644 --- a/.github/workflows/ci.yaml +++ b/.github/workflows/ci.yaml @@ -31,7 +31,7 @@ jobs: os: - ubuntu-latest - macos-latest -# - windows-latest + - windows-latest inhouse: - stable - master diff --git a/Snakefile b/Snakefile index ba93a869..e6980708 100644 --- a/Snakefile +++ b/Snakefile @@ -8,7 +8,7 @@ from os.path import normpath, exists from shutil import copyfile, move, rmtree from snakemake.utils import min_version -min_version("8.5") +min_version("8.11") from scripts._helpers import path_provider, copy_default_files, get_scenarios, get_rdir diff --git a/envs/environment.yaml b/envs/environment.yaml index ee1d1605..0a378fdc 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -20,7 +20,7 @@ dependencies: - openpyxl!=3.1.1 - pycountry - seaborn -- snakemake-minimal>=8.5 +- snakemake-minimal>=8.11 - memory_profiler - yaml - pytables From 3e93c14dd4cac4cdba266315b29ed8ef531885b8 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 29 Apr 2024 11:32:22 +0000 Subject: [PATCH 068/164] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- config/config.default.yaml | 6 +- scripts/add_electricity.py | 2 +- scripts/prepare_sector_network.py | 11 +-- scripts/solve_network.py | 116 ++++++++++++++++++++---------- 4 files changed, 90 insertions(+), 45 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index c00ca0b3..11890db0 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -240,13 +240,13 @@ renewable: orientation: slope: 35. azimuth: 180. - tracking: horizontal + tracking: horizontal capacity_per_sqkm: 4.43 # 15% higher land usage acc. to NREL 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 + clip_p_max_pu: 1.e-2 hydro: cutout: europe-2013-era5 carriers: [ror, PHS, hydro] @@ -589,7 +589,7 @@ sector: biogas_upgrading_cc: false conventional_generation: OCGT: gas - solar_utility_singla_axis_tracking : true + solar_utility_singla_axis_tracking: true biomass_to_liquid: false biosng: false limit_max_growth: diff --git a/scripts/add_electricity.py b/scripts/add_electricity.py index 31ed1048..374e40aa 100755 --- a/scripts/add_electricity.py +++ b/scripts/add_electricity.py @@ -235,7 +235,7 @@ def load_costs(tech_costs, config, max_hours, Nyears=1.0): + (1 - config["rooftop_share"]) * costs.at["solar-utility", "capital_cost"] ) - costs= costs.rename({'solar-utility single-axis tracking':'solar-hsat'}) + costs = costs.rename({"solar-utility single-axis tracking": "solar-hsat"}) def costs_for_storage(store, link1, link2=None, max_hours=1.0): capital_cost = link1["capital_cost"] + max_hours * store["capital_cost"] diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 20aa8959..f5eecf3d 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3319,13 +3319,14 @@ def remove_h2_network(n): if "EU H2 Store" in n.stores.index: n.stores.drop("EU H2 Store", inplace=True) + def remove_solar_tracking(n): - for tech in ['solar-hsat']: - print('removing '+tech) - n.mremove("Generator" , n.generators.index[n.generators.carrier==tech]) + for tech in ["solar-hsat"]: + print("removing " + tech) + n.mremove("Generator", n.generators.index[n.generators.carrier == tech]) + - def limit_individual_line_extension(n, maxext): logger.info(f"Limiting new HVAC and HVDC extensions to {maxext} MW") n.lines["s_nom_max"] = n.lines["s_nom"] + maxext @@ -3703,7 +3704,7 @@ if __name__ == "__main__": insert_electricity_distribution_grid(n, costs) if not options["solar_utility_singla_axis_tracking"]: - remove_solar_tracking(n) + remove_solar_tracking(n) maybe_adjust_costs_and_potentials(n, snakemake.params["adjustments"]) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 8048af61..08521273 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -31,6 +31,7 @@ import logging import os import re import sys +from functools import reduce import numpy as np import pandas as pd @@ -43,7 +44,6 @@ from _helpers import ( set_scenario_config, update_config_from_wildcards, ) -from functools import reduce from pypsa.descriptors import get_activity_mask from pypsa.descriptors import get_switchable_as_dense as get_as_dense @@ -124,7 +124,14 @@ def add_land_use_constraint_perfect(n): def _add_land_use_constraint(n): # warning: this will miss existing offwind which is not classed AC-DC and has carrier 'offwind' - for carrier in ["solar", "solar rooftop", "solar-hsat", "onwind", "offwind-ac", "offwind-dc"]: + for carrier in [ + "solar", + "solar rooftop", + "solar-hsat", + "onwind", + "offwind-ac", + "offwind-dc", + ]: extendable_i = (n.generators.carrier == carrier) & n.generators.p_nom_extendable n.generators.loc[extendable_i, "p_nom_min"] = 0 @@ -159,7 +166,14 @@ def _add_land_use_constraint_m(n, planning_horizons, config): grouping_years = config["existing_capacities"]["grouping_years_power"] current_horizon = snakemake.wildcards.planning_horizons - for carrier in ["solar", "solar rooftop", "solar-hsat", "onwind", "offwind-ac", "offwind-dc"]: + for carrier in [ + "solar", + "solar rooftop", + "solar-hsat", + "onwind", + "offwind-ac", + "offwind-dc", + ]: extendable_i = (n.generators.carrier == carrier) & n.generators.p_nom_extendable n.generators.loc[extendable_i, "p_nom_min"] = 0 @@ -199,7 +213,8 @@ def _add_land_use_constraint_m(n, planning_horizons, config): n.generators.p_nom_max.clip(lower=0, inplace=True) -def add_solar_potential_constraints(n, config): + +def add_solar_potential_constraints(n, config): """ Add constraint to make sure the sum capacity of all solar technologies (fixed, tracking, ets. ) is below the region potential. Example: @@ -209,51 +224,81 @@ def add_solar_potential_constraints(n, config): The constraint ensures that: solar_p_nom + solar_hsat_p_nom * 1.13 <= 10 GW """ - land_use_factors= { - 'solar-hsat' : config['renewable']['solar']['capacity_per_sqkm']/config['renewable']['solar-hsat']['capacity_per_sqkm'] , - } + land_use_factors = { + "solar-hsat": config["renewable"]["solar"]["capacity_per_sqkm"] + / config["renewable"]["solar-hsat"]["capacity_per_sqkm"], + } gen_index = n.generators[n.generators.p_nom_extendable].index - filters = [("solar", True), ("thermal", False), ("rooftop", False)] ## filter all utility solar generation except solar thermal - solar = reduce(lambda gen_index, f: gen_index[gen_index.str.contains(f[0]) == f[1]], filters, gen_index) - solar_today = n.generators[(n.generators.carrier=='solar') & (n.generators.p_nom_extendable)].index - solar_hsat = n.generators[(n.generators.carrier=='solar-hsat') ].index - land_use = pd.DataFrame(1, index=solar, columns=['land_use_factor']) + filters = [ + ("solar", True), + ("thermal", False), + ("rooftop", False), + ] ## filter all utility solar generation except solar thermal + solar = reduce( + lambda gen_index, f: gen_index[gen_index.str.contains(f[0]) == f[1]], + filters, + gen_index, + ) + solar_today = n.generators[ + (n.generators.carrier == "solar") & (n.generators.p_nom_extendable) + ].index + solar_hsat = n.generators[(n.generators.carrier == "solar-hsat")].index + land_use = pd.DataFrame(1, index=solar, columns=["land_use_factor"]) for key in land_use_factors.keys(): - land_use = land_use.apply(lambda x: (x*land_use_factors[key]) if key in x.name else x, axis=1) + land_use = land_use.apply( + lambda x: (x * land_use_factors[key]) if key in x.name else x, axis=1 + ) rename = {"Generator-ext": "Generator"} if "m" in snakemake.wildcards.clusters: - location = ( - pd.Series([' '.join(i.split(' ')[:2]) for i in n.generators.index], index=n.generators.index) + location = pd.Series( + [" ".join(i.split(" ")[:2]) for i in n.generators.index], + index=n.generators.index, ) - ggrouper= pd.Series(n.generators.loc[solar].index.rename('bus').map(location), index=n.generators.loc[solar].index,).to_xarray() - rhs = (n.generators.loc[solar_today,"p_nom_max"] - .groupby(n.generators.loc[solar_today].index.rename('bus').map(location)).sum() - - n.generators.loc[solar_hsat,"p_nom_opt"] - .groupby(n.generators.loc[solar_hsat].index.rename('bus').map(location)).sum() * land_use_factors['solar-hsat'] ).clip(lower=0) + ggrouper = pd.Series( + n.generators.loc[solar].index.rename("bus").map(location), + index=n.generators.loc[solar].index, + ).to_xarray() + rhs = ( + n.generators.loc[solar_today, "p_nom_max"] + .groupby(n.generators.loc[solar_today].index.rename("bus").map(location)) + .sum() + - n.generators.loc[solar_hsat, "p_nom_opt"] + .groupby(n.generators.loc[solar_hsat].index.rename("bus").map(location)) + .sum() + * land_use_factors["solar-hsat"] + ).clip(lower=0) - else : + else: location = ( n.buses.location if "location" in n.buses.columns else pd.Series(n.buses.index, index=n.buses.index) ) - ggrouper= (n.generators.loc[solar].bus) - rhs = (n.generators.loc[solar_today,"p_nom_max"] - .groupby(n.generators.loc[solar_today].bus.map(location)).sum() - - n.generators.loc[solar_hsat,"p_nom_opt"] - .groupby(n.generators.loc[solar_hsat].bus.map(location)).sum() * land_use_factors['solar-hsat'] ).clip(lower=0) + ggrouper = n.generators.loc[solar].bus + rhs = ( + n.generators.loc[solar_today, "p_nom_max"] + .groupby(n.generators.loc[solar_today].bus.map(location)) + .sum() + - n.generators.loc[solar_hsat, "p_nom_opt"] + .groupby(n.generators.loc[solar_hsat].bus.map(location)) + .sum() + * land_use_factors["solar-hsat"] + ).clip(lower=0) lhs = ( - (n.model["Generator-p_nom"].rename(rename).loc[solar] - *land_use.squeeze().values) - .groupby(ggrouper) - .sum() - ) + ( + n.model["Generator-p_nom"].rename(rename).loc[solar] + * land_use.squeeze().values + ) + .groupby(ggrouper) + .sum() + ) + + print("adding solar rooftop constraints...") + n.model.add_constraints(lhs <= rhs, name="solar_potential") - print('adding solar rooftop constraints...') - n.model.add_constraints(lhs <= rhs, name="solar_potential") def add_co2_sequestration_limit(n, limit=200): """ @@ -918,9 +963,8 @@ def extra_functionality(n, snapshots): if EQ_o := constraints["EQ"]: add_EQ_constraints(n, EQ_o.replace("EQ", "")) - - if config["sector"]['solar_utility_singla_axis_tracking']: - add_solar_potential_constraints(n, config) + if config["sector"]["solar_utility_singla_axis_tracking"]: + add_solar_potential_constraints(n, config) add_battery_constraints(n) add_lossy_bidirectional_link_constraints(n) From 7a2f07e135e8d9a699516d6f3b58ce5cb877d53a Mon Sep 17 00:00:00 2001 From: Parisra <102019906+Parisra@users.noreply.github.com> Date: Mon, 29 Apr 2024 14:33:51 +0200 Subject: [PATCH 069/164] Fix component index error The list of carriers for adjust_renewable_profiles is read from config['electricity']['renewable_carriers'] which includes 'solar-hsat' and would result in 'Components Index(['AL0 0 solar-hsat',...) for attribute p_max_pu of Generator are not in main components dataframe generators' warning for the myopic run if the solar tracking option is false. --- scripts/add_brownfield.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index 16b4e087..17f19c29 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -201,6 +201,8 @@ def adjust_renewable_profiles(n, input_profiles, params, year): for carrier in params["carriers"]: if carrier == "hydro": continue + if carrier =='solar-hsat' and not snakemake.config['sector']['solar_utility_singla_axis_tracking']: + continue with xr.open_dataset(getattr(input_profiles, "profile_" + carrier)) as ds: if ds.indexes["bus"].empty or "year" not in ds.indexes: continue From c66549c577469e60d1d406f643c154aba0d6060f Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 29 Apr 2024 12:34:08 +0000 Subject: [PATCH 070/164] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/add_brownfield.py | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index 17f19c29..4559f80f 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -201,8 +201,11 @@ def adjust_renewable_profiles(n, input_profiles, params, year): for carrier in params["carriers"]: if carrier == "hydro": continue - if carrier =='solar-hsat' and not snakemake.config['sector']['solar_utility_singla_axis_tracking']: - continue + if ( + carrier == "solar-hsat" + and not snakemake.config["sector"]["solar_utility_singla_axis_tracking"] + ): + continue with xr.open_dataset(getattr(input_profiles, "profile_" + carrier)) as ds: if ds.indexes["bus"].empty or "year" not in ds.indexes: continue From ea0e2f66ce41107addcc018bca05700c9ead542c Mon Sep 17 00:00:00 2001 From: Parisra <102019906+Parisra@users.noreply.github.com> Date: Mon, 29 Apr 2024 15:58:42 +0200 Subject: [PATCH 071/164] Fix empty array error In case there are no extendable solar generators in the network, the constraint is not implemented. Without this condition, an 'empty array' error will arise. --- scripts/solve_network.py | 101 +++++++++++++++------------------------ 1 file changed, 38 insertions(+), 63 deletions(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 08521273..de8c4935 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -228,76 +228,51 @@ def add_solar_potential_constraints(n, config): "solar-hsat": config["renewable"]["solar"]["capacity_per_sqkm"] / config["renewable"]["solar-hsat"]["capacity_per_sqkm"], } - gen_index = n.generators[n.generators.p_nom_extendable].index - - filters = [ - ("solar", True), - ("thermal", False), - ("rooftop", False), - ] ## filter all utility solar generation except solar thermal - solar = reduce( - lambda gen_index, f: gen_index[gen_index.str.contains(f[0]) == f[1]], - filters, - gen_index, - ) - solar_today = n.generators[ - (n.generators.carrier == "solar") & (n.generators.p_nom_extendable) - ].index - solar_hsat = n.generators[(n.generators.carrier == "solar-hsat")].index - land_use = pd.DataFrame(1, index=solar, columns=["land_use_factor"]) - for key in land_use_factors.keys(): - land_use = land_use.apply( - lambda x: (x * land_use_factors[key]) if key in x.name else x, axis=1 - ) - rename = {"Generator-ext": "Generator"} - if "m" in snakemake.wildcards.clusters: - location = pd.Series( - [" ".join(i.split(" ")[:2]) for i in n.generators.index], - index=n.generators.index, - ) - ggrouper = pd.Series( - n.generators.loc[solar].index.rename("bus").map(location), - index=n.generators.loc[solar].index, - ).to_xarray() - rhs = ( - n.generators.loc[solar_today, "p_nom_max"] - .groupby(n.generators.loc[solar_today].index.rename("bus").map(location)) - .sum() - - n.generators.loc[solar_hsat, "p_nom_opt"] - .groupby(n.generators.loc[solar_hsat].index.rename("bus").map(location)) - .sum() - * land_use_factors["solar-hsat"] - ).clip(lower=0) - else: - location = ( + gen_index = n.generators[n.generators.p_nom_extendable].index + filters = [("solar", True), ("thermal", False), ("rooftop", False)] ## filter all utility solar generation except solar thermal + solar = reduce(lambda gen_index, f: gen_index[gen_index.str.contains(f[0]) == f[1]], filters, gen_index) + solar_today = n.generators[(n.generators.carrier=='solar') & (n.generators.p_nom_extendable)].index + solar_hsat = n.generators[(n.generators.carrier=='solar-hsat') ].index + + if not solar.empty : + + land_use = pd.DataFrame(1, index=solar, columns=['land_use_factor']) + for key in land_use_factors.keys(): + land_use = land_use.apply(lambda x: (x*land_use_factors[key]) if key in x.name else x, axis=1) + + if "m" in snakemake.wildcards.clusters: + location = ( + pd.Series([' '.join(i.split(' ')[:2]) for i in n.generators.index], index=n.generators.index) + ) + ggrouper= pd.Series(n.generators.loc[solar].index.rename('bus').map(location), index=n.generators.loc[solar].index,).to_xarray() + rhs = (n.generators.loc[solar_today,"p_nom_max"] + .groupby(n.generators.loc[solar_today].index.rename('bus').map(location)).sum() - + n.generators.loc[solar_hsat,"p_nom_opt"] + .groupby(n.generators.loc[solar_hsat].index.rename('bus').map(location)).sum() * land_use_factors['solar-hsat'] ).clip(lower=0) + + else : + location = ( n.buses.location if "location" in n.buses.columns else pd.Series(n.buses.index, index=n.buses.index) - ) - ggrouper = n.generators.loc[solar].bus - rhs = ( - n.generators.loc[solar_today, "p_nom_max"] - .groupby(n.generators.loc[solar_today].bus.map(location)) - .sum() - - n.generators.loc[solar_hsat, "p_nom_opt"] - .groupby(n.generators.loc[solar_hsat].bus.map(location)) - .sum() - * land_use_factors["solar-hsat"] - ).clip(lower=0) + ) + ggrouper= (n.generators.loc[solar].bus) + rhs = (n.generators.loc[solar_today,"p_nom_max"] + .groupby(n.generators.loc[solar_today].bus.map(location)).sum() - + n.generators.loc[solar_hsat,"p_nom_opt"] + .groupby(n.generators.loc[solar_hsat].bus.map(location)).sum() * land_use_factors['solar-hsat'] ).clip(lower=0) - lhs = ( - ( - n.model["Generator-p_nom"].rename(rename).loc[solar] - * land_use.squeeze().values - ) - .groupby(ggrouper) - .sum() - ) + lhs = ( + (n.model["Generator-p_nom"].rename(rename).loc[solar] + *land_use.squeeze().values) + .groupby(ggrouper) + .sum() + ) - print("adding solar rooftop constraints...") - n.model.add_constraints(lhs <= rhs, name="solar_potential") + print('adding solar rooftop constraints...') + n.model.add_constraints(lhs <= rhs, name="solar_potential") def add_co2_sequestration_limit(n, limit=200): From 2d2b0338cc23c534e1d4ffca58c0e8cd01cf79a0 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 29 Apr 2024 13:59:08 +0000 Subject: [PATCH 072/164] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/solve_network.py | 90 ++++++++++++++++++++++++++-------------- 1 file changed, 60 insertions(+), 30 deletions(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index de8c4935..302f1be2 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -231,48 +231,78 @@ def add_solar_potential_constraints(n, config): rename = {"Generator-ext": "Generator"} gen_index = n.generators[n.generators.p_nom_extendable].index - filters = [("solar", True), ("thermal", False), ("rooftop", False)] ## filter all utility solar generation except solar thermal - solar = reduce(lambda gen_index, f: gen_index[gen_index.str.contains(f[0]) == f[1]], filters, gen_index) - solar_today = n.generators[(n.generators.carrier=='solar') & (n.generators.p_nom_extendable)].index - solar_hsat = n.generators[(n.generators.carrier=='solar-hsat') ].index - - if not solar.empty : + filters = [ + ("solar", True), + ("thermal", False), + ("rooftop", False), + ] ## filter all utility solar generation except solar thermal + solar = reduce( + lambda gen_index, f: gen_index[gen_index.str.contains(f[0]) == f[1]], + filters, + gen_index, + ) + solar_today = n.generators[ + (n.generators.carrier == "solar") & (n.generators.p_nom_extendable) + ].index + solar_hsat = n.generators[(n.generators.carrier == "solar-hsat")].index - land_use = pd.DataFrame(1, index=solar, columns=['land_use_factor']) + if not solar.empty: + + land_use = pd.DataFrame(1, index=solar, columns=["land_use_factor"]) for key in land_use_factors.keys(): - land_use = land_use.apply(lambda x: (x*land_use_factors[key]) if key in x.name else x, axis=1) + land_use = land_use.apply( + lambda x: (x * land_use_factors[key]) if key in x.name else x, axis=1 + ) if "m" in snakemake.wildcards.clusters: - location = ( - pd.Series([' '.join(i.split(' ')[:2]) for i in n.generators.index], index=n.generators.index) + location = pd.Series( + [" ".join(i.split(" ")[:2]) for i in n.generators.index], + index=n.generators.index, ) - ggrouper= pd.Series(n.generators.loc[solar].index.rename('bus').map(location), index=n.generators.loc[solar].index,).to_xarray() - rhs = (n.generators.loc[solar_today,"p_nom_max"] - .groupby(n.generators.loc[solar_today].index.rename('bus').map(location)).sum() - - n.generators.loc[solar_hsat,"p_nom_opt"] - .groupby(n.generators.loc[solar_hsat].index.rename('bus').map(location)).sum() * land_use_factors['solar-hsat'] ).clip(lower=0) + ggrouper = pd.Series( + n.generators.loc[solar].index.rename("bus").map(location), + index=n.generators.loc[solar].index, + ).to_xarray() + rhs = ( + n.generators.loc[solar_today, "p_nom_max"] + .groupby( + n.generators.loc[solar_today].index.rename("bus").map(location) + ) + .sum() + - n.generators.loc[solar_hsat, "p_nom_opt"] + .groupby(n.generators.loc[solar_hsat].index.rename("bus").map(location)) + .sum() + * land_use_factors["solar-hsat"] + ).clip(lower=0) - else : + else: location = ( - n.buses.location - if "location" in n.buses.columns - else pd.Series(n.buses.index, index=n.buses.index) + n.buses.location + if "location" in n.buses.columns + else pd.Series(n.buses.index, index=n.buses.index) ) - ggrouper= (n.generators.loc[solar].bus) - rhs = (n.generators.loc[solar_today,"p_nom_max"] - .groupby(n.generators.loc[solar_today].bus.map(location)).sum() - - n.generators.loc[solar_hsat,"p_nom_opt"] - .groupby(n.generators.loc[solar_hsat].bus.map(location)).sum() * land_use_factors['solar-hsat'] ).clip(lower=0) + ggrouper = n.generators.loc[solar].bus + rhs = ( + n.generators.loc[solar_today, "p_nom_max"] + .groupby(n.generators.loc[solar_today].bus.map(location)) + .sum() + - n.generators.loc[solar_hsat, "p_nom_opt"] + .groupby(n.generators.loc[solar_hsat].bus.map(location)) + .sum() + * land_use_factors["solar-hsat"] + ).clip(lower=0) lhs = ( - (n.model["Generator-p_nom"].rename(rename).loc[solar] - *land_use.squeeze().values) - .groupby(ggrouper) + ( + n.model["Generator-p_nom"].rename(rename).loc[solar] + * land_use.squeeze().values + ) + .groupby(ggrouper) .sum() - ) + ) - print('adding solar rooftop constraints...') - n.model.add_constraints(lhs <= rhs, name="solar_potential") + print("adding solar rooftop constraints...") + n.model.add_constraints(lhs <= rhs, name="solar_potential") def add_co2_sequestration_limit(n, limit=200): From 162d376ce96753fb09c24d3968b7115ecf29cad9 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 29 Apr 2024 19:55:49 +0000 Subject: [PATCH 073/164] [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: 24.4.0 → 24.4.2](https://github.com/psf/black-pre-commit-mirror/compare/24.4.0...24.4.2) --- .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 a3aab9ed..3ffe8d9e 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: 24.4.0 + rev: 24.4.2 hooks: # Format Python files - id: black From 54e3d2bb1bad28370170b6b90919cebc5cb27a98 Mon Sep 17 00:00:00 2001 From: Thomas Gilon Date: Tue, 23 Apr 2024 23:04:26 +0200 Subject: [PATCH 074/164] Fix typo --- 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 b6ec98b2..9f53e317 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -97,7 +97,7 @@ def define_spatial(nodes, options): spatial.gas.industry = nodes + " gas for industry" spatial.gas.industry_cc = nodes + " gas for industry CC" spatial.gas.biogas_to_gas = nodes + " biogas to gas" - spatial.gas.biogas_to_gas_cc = nodes + "biogas to gas CC" + spatial.gas.biogas_to_gas_cc = nodes + " biogas to gas CC" else: spatial.gas.nodes = ["EU gas"] spatial.gas.locations = ["EU"] From 45aa714bdcdee1e08e1cefb514da4d4858afe02a Mon Sep 17 00:00:00 2001 From: Thomas Gilon Date: Fri, 12 Apr 2024 16:10:00 +0200 Subject: [PATCH 075/164] Add calculate_nodal_supply_energy in make summary --- doc/release_notes.rst | 2 ++ rules/postprocess.smk | 1 + scripts/make_summary.py | 71 +++++++++++++++++++++++++++++++++++++++++ 3 files changed, 74 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index d42b149f..d5532ddb 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -181,6 +181,8 @@ Upcoming Release * Fix custom busmap read in `cluster_network`. +* Add `nodal_supply_energy` to `make_summary`. + PyPSA-Eur 0.10.0 (19th February 2024) ===================================== diff --git a/rules/postprocess.smk b/rules/postprocess.smk index e7df2e66..b2d53253 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -199,6 +199,7 @@ rule make_summary: energy=RESULTS + "csvs/energy.csv", supply=RESULTS + "csvs/supply.csv", supply_energy=RESULTS + "csvs/supply_energy.csv", + nodal_supply_energy=RESULTS + "csvs/nodal_supply_energy.csv", prices=RESULTS + "csvs/prices.csv", weighted_prices=RESULTS + "csvs/weighted_prices.csv", market_values=RESULTS + "csvs/market_values.csv", diff --git a/scripts/make_summary.py b/scripts/make_summary.py index 8c2a1aea..dc1aaac1 100644 --- a/scripts/make_summary.py +++ b/scripts/make_summary.py @@ -413,6 +413,76 @@ def calculate_supply_energy(n, label, supply_energy): return supply_energy +def calculate_nodal_supply_energy(n, label, nodal_supply_energy): + """ + Calculate the total energy supply/consumption of each component at the buses + aggregated by carrier and node. + """ + + 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 = ( + pd.concat([ + ( + c.pnl.p[items] + .multiply(n.snapshot_weightings.generators, axis=0) + .sum() + .multiply(c.df.loc[items, "sign"]) + ), + c.df.loc[items][["bus", "carrier"]] + ], axis=1) + .groupby(by=["bus", "carrier"]) + .sum()[0] + ) + s = pd.concat([s], keys=[c.list_name]) + s = pd.concat([s], keys=[i]) + + nodal_supply_energy = nodal_supply_energy.reindex(s.index.union(nodal_supply_energy.index)) + nodal_supply_energy.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" + str(end)].map(bus_map).fillna(False)] + + if (len(items) == 0) or c.pnl["p" + end].empty: + continue + + s = ( + pd.concat([ + ( + (-1) * c.pnl["p" + end][items] + .multiply(n.snapshot_weightings.generators, axis=0) + .sum() + ), + c.df.loc[items][["bus0", "carrier"]] + ], axis=1) + .groupby(by=["bus0", "carrier"]) + .sum()[0] + ) + + s.index = s.index.map(lambda x: (x[0], x[1] + end)) + s = pd.concat([s], keys=[c.list_name]) + s = pd.concat([s], keys=[i]) + + nodal_supply_energy = nodal_supply_energy.reindex( + s.index.union(nodal_supply_energy.index) + ) + + nodal_supply_energy.loc[s.index, label] = s + + return nodal_supply_energy + + def calculate_metrics(n, label, metrics): metrics_list = [ "line_volume", @@ -637,6 +707,7 @@ def make_summaries(networks_dict): "energy", "supply", "supply_energy", + "nodal_supply_energy", "prices", "weighted_prices", "price_statistics", From 02e434c8b019746d7914e69a824c40102691cb81 Mon Sep 17 00:00:00 2001 From: Thomas Gilon Date: Thu, 2 May 2024 17:22:56 +0200 Subject: [PATCH 076/164] Fix non steel related coal demand during transition (using sector_ratios) --- doc/release_notes.rst | 2 ++ scripts/prepare_sector_network.py | 8 +------- 2 files changed, 3 insertions(+), 7 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index d42b149f..42a76087 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -181,6 +181,8 @@ Upcoming Release * Fix custom busmap read in `cluster_network`. +* Fix non steel related coal demand during transition (using `sector_ratios_fraction_future`). + PyPSA-Eur 0.10.0 (19th February 2024) ===================================== diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index b6ec98b2..32b196ee 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3070,13 +3070,7 @@ def add_industry(n, costs): p_set=p_set, ) - 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: + if (industrial_demand["coke"].sum() + industrial_demand["coal"].sum()) != 0: add_carrier_buses(n, "coal") mwh_coal_per_mwh_coke = 1.366 # from eurostat energy balance From 91e990c0b04e077dc5f026031f296ef3548a5a1b Mon Sep 17 00:00:00 2001 From: Fabian Date: Fri, 3 May 2024 09:36:40 +0200 Subject: [PATCH 077/164] update env fixed --- envs/environment.fixed.yaml | 893 +++++++++++++++++++----------------- 1 file changed, 460 insertions(+), 433 deletions(-) diff --git a/envs/environment.fixed.yaml b/envs/environment.fixed.yaml index 8bbd70bf..61c25375 100644 --- a/envs/environment.fixed.yaml +++ b/envs/environment.fixed.yaml @@ -7,440 +7,467 @@ channels: - bioconda - 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 -- appdirs=1.4.4 -- asttokens=2.4.1 -- atk-1.0=2.38.0 -- atlite=0.2.12 -- attr=2.5.1 -- attrs=23.2.0 -- aws-c-auth=0.7.15 -- aws-c-cal=0.6.9 -- aws-c-common=0.9.12 -- aws-c-compression=0.2.17 -- aws-c-event-stream=0.4.1 -- aws-c-http=0.8.0 -- aws-c-io=0.14.3 -- aws-c-mqtt=0.10.1 -- aws-c-s3=0.5.0 -- aws-c-sdkutils=0.1.14 -- aws-checksums=0.1.17 -- aws-crt-cpp=0.26.1 -- aws-sdk-cpp=1.11.242 -- azure-core-cpp=1.10.3 -- azure-storage-blobs-cpp=12.10.0 -- azure-storage-common-cpp=12.5.0 -- beautifulsoup4=4.12.3 -- blosc=1.21.5 -- bokeh=3.3.4 -- bottleneck=1.3.7 -- branca=0.7.1 -- brotli=1.1.0 -- brotli-bin=1.1.0 -- brotli-python=1.1.0 -- bzip2=1.0.8 -- c-ares=1.26.0 -- c-blosc2=2.13.2 -- ca-certificates=2024.2.2 -- cairo=1.18.0 -- cartopy=0.22.0 -- cdsapi=0.6.1 -- certifi=2024.2.2 -- cffi=1.16.0 -- cfgv=3.3.1 -- 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 -- configargparse=1.7 -- connection_pool=0.0.3 -- contourpy=1.2.0 -- country_converter=1.2 -- cppad=20240000.2 -- cycler=0.12.1 -- cytoolz=0.12.3 -- dask=2024.2.0 -- dask-core=2024.2.0 -- datrie=0.8.2 -- dbus=1.13.6 -- decorator=5.1.1 -- deprecation=2.1.0 -- descartes=1.1.0 -- distlib=0.3.8 -- distributed=2024.2.0 -- distro=1.9.0 -- docutils=0.20.1 -- dpath=2.1.6 -- entsoe-py=0.6.6 -- et_xmlfile=1.1.0 -- exceptiongroup=1.2.0 -- executing=2.0.1 -- expat=2.5.0 -- filelock=3.13.1 -- 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=4.49.0 -- freetype=2.12.1 -- freexl=2.0.0 -- fribidi=1.0.10 -- fsspec=2024.2.0 -- gdal=3.8.4 -- gdk-pixbuf=2.42.10 -- geographiclib=1.52 -- geojson-rewind=1.1.0 -- geopandas=0.14.3 -- geopandas-base=0.14.3 -- 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=3.1.42 -- glib=2.78.4 -- glib-tools=2.78.4 -- glog=0.6.0 -- glpk=5.0 -- gmp=6.3.0 -- graphite2=1.3.13 -- graphviz=9.0.0 -- gst-plugins-base=1.22.9 -- gstreamer=1.22.9 -- gtk2=2.24.33 -- gts=0.7.6 -- harfbuzz=8.3.0 -- hdf4=4.2.15 -- hdf5=1.14.3 -- humanfriendly=10.0 -- icu=73.2 -- identify=2.5.35 -- idna=3.6 -- importlib-metadata=7.0.1 -- importlib_metadata=7.0.1 -- importlib_resources=6.1.1 -- iniconfig=2.0.0 -- ipopt=3.14.14 -- ipython=8.21.0 -- jedi=0.19.1 -- jinja2=3.1.3 -- joblib=1.3.2 -- json-c=0.17 -- jsonschema=4.21.1 -- jsonschema-specifications=2023.12.1 -- jupyter_core=5.7.1 -- 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=15.0.0 -- libarrow-acero=15.0.0 -- libarrow-dataset=15.0.0 -- libarrow-flight=15.0.0 -- libarrow-flight-sql=15.0.0 -- libarrow-gandiva=15.0.0 -- libarrow-substrait=15.0.0 -- 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=3.8.4 -- libgfortran-ng=13.2.0 -- libgfortran5=13.2.0 -- libglib=2.78.4 -- libgomp=13.2.0 -- libgoogle-cloud=2.12.0 -- libgpg-error=1.47 -- libgrpc=1.60.1 -- libhwloc=2.9.3 -- 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=0.3.26 -- libopus=1.3.1 -- libparquet=15.0.0 -- libpng=1.6.42 -- libpq=16.2 -- libprotobuf=4.25.1 -- libre2-11=2023.06.02 -- librsvg=2.56.3 -- librttopo=1.1.0 -- libscotch=7.0.4 -- libsndfile=1.2.2 -- libspatialindex=1.9.3 -- libspatialite=5.1.0 -- libspral=2023.09.07 -- libsqlite=3.45.1 -- 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=2.12.5 -- libxslt=1.1.39 -- libzip=1.10.1 -- libzlib=1.2.13 -- linopy=0.3.4 -- locket=1.0.0 -- lxml=5.1.0 -- lz4=4.3.3 -- lz4-c=1.9.4 -- lzo=2.10 -- mapclassify=2.6.1 -- markupsafe=2.1.5 -- matplotlib=3.8.3 -- matplotlib-base=3.8.3 -- matplotlib-inline=0.1.6 -- memory_profiler=0.61.0 -- metis=5.1.0 -- minizip=4.0.4 -- mpg123=1.32.4 -- msgpack-python=1.0.7 -- mumps-include=5.6.2 -- mumps-seq=5.6.2 -- munkres=1.1.4 -- mysql-common=8.0.33 -- mysql-libs=8.0.33 -- nbformat=5.9.2 -- ncurses=6.4 -- netcdf4=1.6.5 -- networkx=3.2.1 -- nodeenv=1.8.0 -- nomkl=1.0 -- nspr=4.35 -- nss=3.98 -- numexpr=2.9.0 -- numpy=1.26.4 -- openjdk=21.0.2 -- openjpeg=2.5.0 -- openpyxl=3.1.2 -- openssl=3.2.1 -- orc=1.9.2 -- packaging=23.2 -- pandas=2.2.0 -- pango=1.50.14 -- parso=0.8.3 -- partd=1.4.1 -- patsy=0.5.6 -- pcre2=10.42 -- pexpect=4.9.0 -- pickleshare=0.7.5 -- pillow=10.2.0 -- pip=24.0 -- pixman=0.43.2 -- pkgutil-resolve-name=1.3.10 -- plac=1.4.2 -- platformdirs=4.2.0 -- pluggy=1.4.0 -- ply=3.11 -- poppler=24.02.0 -- poppler-data=0.4.12 -- postgresql=16.2 -- powerplantmatching=0.5.11 -- pre-commit=3.6.2 -- progressbar2=4.3.2 -- proj=9.3.1 -- prompt-toolkit=3.0.42 -- psutil=5.9.8 -- 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=15.0.0 -- 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=0.27.0 -- pyqt=5.15.9 -- pyqt5-sip=12.12.2 -- pyscipopt=4.4.0 -- pyshp=2.3.1 -- pysocks=1.7.1 -- pytables=3.9.2 -- pytest=8.0.0 -- python=3.11.8 -- python-dateutil=2.8.2 -- python-fastjsonschema=2.19.1 -- python-tzdata=2024.1 -- python-utils=3.8.2 -- python_abi=3.11 -- pytz=2024.1 -- pyxlsb=1.0.10 -- pyyaml=6.0.1 -- qt-main=5.15.8 -- rasterio=1.3.9 -- rdma-core=50.0 -- re2=2023.06.02 -- readline=8.2 -- referencing=0.33.0 -- requests=2.31.0 -- reretry=0.11.8 -- rioxarray=0.15.1 -- rpds-py=0.18.0 -- rtree=1.2.0 -- s2n=1.4.3 -- scikit-learn=1.4.1.post1 -- scip=8.1.0 -- scipy=1.12.0 -- scotch=7.0.4 -- seaborn=0.13.2 -- seaborn-base=0.13.2 -- setuptools=69.1.0 -- 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 -- snuggs=1.4.7 -- sortedcontainers=2.4.0 -- soupsieve=2.5 -- sqlite=3.45.1 -- stack_data=0.6.2 -- statsmodels=0.14.1 -- stopit=1.1.2 -- tabula-py=2.7.0 -- tabulate=0.9.0 -- tbb=2021.11.0 -- tblib=3.0.0 -- threadpoolctl=3.3.0 -- throttler=1.2.2 -- tiledb=2.20.0 -- tk=8.6.13 -- toml=0.10.2 -- tomli=2.0.1 -- toolz=0.12.1 -- toposort=1.10 -- tornado=6.3.3 -- tqdm=4.66.2 -- traitlets=5.14.1 -- typing-extensions=4.9.0 -- typing_extensions=4.9.0 -- tzcode=2024a -- tzdata=2024a -- ucx=1.15.0 -- ukkonen=1.0.1 -- unidecode=1.3.8 -- unixodbc=2.3.12 -- uriparser=0.9.7 -- urllib3=2.2.1 -- validators=0.22.0 -- virtualenv=20.25.0 -- wcwidth=0.2.13 -- wheel=0.42.0 -- wrapt=1.16.0 -- xarray=2024.2.0 -- 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=2.41 -- 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 -- zict=3.0.0 -- zipp=3.17.0 -- zlib=1.2.13 -- zlib-ng=2.0.7 -- zstd=1.5.5 +- _libgcc_mutex=0.1=conda_forge +- _openmp_mutex=4.5=2_gnu +- affine=2.4.0=pyhd8ed1ab_0 +- alsa-lib=1.2.11=hd590300_1 +- ampl-mp=3.1.0=h2cc385e_1006 +- amply=0.1.6=pyhd8ed1ab_0 +- appdirs=1.4.4=pyh9f0ad1d_0 +- argparse-dataclass=2.0.0=pyhd8ed1ab_0 +- asttokens=2.4.1=pyhd8ed1ab_0 +- atk-1.0=2.38.0=h04ea711_2 +- atlite=0.2.12=pyhd8ed1ab_0 +- attr=2.5.1=h166bdaf_1 +- attrs=23.2.0=pyh71513ae_0 +- aws-c-auth=0.7.18=he0b1f16_0 +- aws-c-cal=0.6.11=heb1d5e4_0 +- aws-c-common=0.9.15=hd590300_0 +- aws-c-compression=0.2.18=hce8ee76_3 +- aws-c-event-stream=0.4.2=h01f5eca_8 +- aws-c-http=0.8.1=hdb68c23_10 +- aws-c-io=0.14.7=hbfbeace_6 +- aws-c-mqtt=0.10.4=h50844eb_0 +- aws-c-s3=0.5.7=h6be9164_2 +- aws-c-sdkutils=0.1.15=hce8ee76_3 +- aws-checksums=0.1.18=hce8ee76_3 +- aws-crt-cpp=0.26.8=h2150271_2 +- aws-sdk-cpp=1.11.267=hddb5a97_7 +- azure-core-cpp=1.11.1=h91d86a7_1 +- azure-identity-cpp=1.6.0=hf1915f5_1 +- azure-storage-blobs-cpp=12.10.0=h00ab1b0_1 +- azure-storage-common-cpp=12.5.0=h94269e2_4 +- beautifulsoup4=4.12.3=pyha770c72_0 +- blosc=1.21.5=hc2324a3_1 +- bokeh=3.4.1=pyhd8ed1ab_0 +- bottleneck=1.3.8=py311h1f0f07a_0 +- branca=0.7.2=pyhd8ed1ab_0 +- brotli=1.1.0=hd590300_1 +- brotli-bin=1.1.0=hd590300_1 +- brotli-python=1.1.0=py311hb755f60_1 +- bzip2=1.0.8=hd590300_5 +- c-ares=1.28.1=hd590300_0 +- c-blosc2=2.14.4=hb4ffafa_1 +- ca-certificates=2024.2.2=hbcca054_0 +- cads-api-client=1.0.0=pyhd8ed1ab_0 +- cairo=1.18.0=h3faef2a_0 +- cartopy=0.23.0=py311h320fe9a_0 +- cdsapi=0.7.0=pyhd8ed1ab_0 +- certifi=2024.2.2=pyhd8ed1ab_0 +- cffi=1.16.0=py311hb3a22ac_0 +- cfgv=3.3.1=pyhd8ed1ab_0 +- cfitsio=4.4.0=hbdc6101_1 +- cftime=1.6.3=py311h1f0f07a_0 +- charset-normalizer=3.3.2=pyhd8ed1ab_0 +- click=8.1.7=unix_pyh707e725_0 +- click-plugins=1.1.1=py_0 +- cligj=0.7.2=pyhd8ed1ab_1 +- cloudpickle=3.0.0=pyhd8ed1ab_0 +- coin-or-cbc=2.10.10=h9002f0b_0 +- coin-or-cgl=0.60.7=h516709c_0 +- coin-or-clp=1.17.8=h1ee7a9c_0 +- coin-or-osi=0.108.10=haf5fa05_0 +- coin-or-utils=2.11.11=hee58242_0 +- coincbc=2.10.10=0_metapackage +- colorama=0.4.6=pyhd8ed1ab_0 +- conda-inject=1.3.1=pyhd8ed1ab_0 +- configargparse=1.7=pyhd8ed1ab_0 +- connection_pool=0.0.3=pyhd3deb0d_0 +- contourpy=1.2.1=py311h9547e67_0 +- country_converter=1.2=pyhd8ed1ab_0 +- cppad=20240000.4=h59595ed_0 +- cycler=0.12.1=pyhd8ed1ab_0 +- cytoolz=0.12.3=py311h459d7ec_0 +- dask=2024.4.2=pyhd8ed1ab_0 +- dask-core=2024.4.2=pyhd8ed1ab_0 +- dask-expr=1.0.14=pyhd8ed1ab_0 +- datrie=0.8.2=py311h459d7ec_7 +- dbus=1.13.6=h5008d03_3 +- decorator=5.1.1=pyhd8ed1ab_0 +- deprecation=2.1.0=pyh9f0ad1d_0 +- descartes=1.1.0=py_4 +- distlib=0.3.8=pyhd8ed1ab_0 +- distributed=2024.4.2=pyhd8ed1ab_0 +- distro=1.9.0=pyhd8ed1ab_0 +- docutils=0.21.2=pyhd8ed1ab_0 +- dpath=2.1.6=pyha770c72_0 +- entsoe-py=0.6.7=pyhd8ed1ab_0 +- et_xmlfile=1.1.0=pyhd8ed1ab_0 +- exceptiongroup=1.2.0=pyhd8ed1ab_2 +- executing=2.0.1=pyhd8ed1ab_0 +- expat=2.6.2=h59595ed_0 +- filelock=3.14.0=pyhd8ed1ab_0 +- fiona=1.9.6=py311hf8e0aa6_0 +- fmt=10.2.1=h00ab1b0_0 +- folium=0.16.0=pyhd8ed1ab_0 +- font-ttf-dejavu-sans-mono=2.37=hab24e00_0 +- font-ttf-inconsolata=3.000=h77eed37_0 +- font-ttf-source-code-pro=2.038=h77eed37_0 +- font-ttf-ubuntu=0.83=h77eed37_2 +- fontconfig=2.14.2=h14ed4e7_0 +- fonts-conda-ecosystem=1=0 +- fonts-conda-forge=1=0 +- fonttools=4.51.0=py311h459d7ec_0 +- freetype=2.12.1=h267a509_2 +- freexl=2.0.0=h743c826_0 +- fribidi=1.0.10=h36c2ea0_0 +- fsspec=2024.3.1=pyhca7485f_0 +- gdal=3.8.5=py311hd032c08_2 +- gdk-pixbuf=2.42.11=hb9ae30d_0 +- geographiclib=2.0=pyhd8ed1ab_0 +- geojson-rewind=1.1.0=pyhd8ed1ab_0 +- geopandas=0.14.4=pyhd8ed1ab_0 +- geopandas-base=0.14.4=pyha770c72_0 +- geopy=2.4.1=pyhd8ed1ab_1 +- geos=3.12.1=h59595ed_0 +- geotiff=1.7.1=h6cf1f90_16 +- gettext=0.22.5=h59595ed_2 +- gettext-tools=0.22.5=h59595ed_2 +- gflags=2.2.2=he1b5a44_1004 +- giflib=5.2.2=hd590300_0 +- gitdb=4.0.11=pyhd8ed1ab_0 +- gitpython=3.1.43=pyhd8ed1ab_0 +- glib=2.80.0=hf2295e7_6 +- glib-tools=2.80.0=hde27a5a_6 +- glog=0.7.0=hed5481d_0 +- glpk=5.0=h445213a_0 +- gmp=6.3.0=h59595ed_1 +- graphite2=1.3.13=h59595ed_1003 +- graphviz=9.0.0=h78e8752_1 +- gst-plugins-base=1.24.1=hfa15dee_2 +- gstreamer=1.24.1=h98fc4e7_2 +- gtk2=2.24.33=h280cfa0_4 +- gts=0.7.6=h977cf35_4 +- harfbuzz=8.4.0=h3d44ed6_0 +- hdf4=4.2.15=h2a13503_7 +- hdf5=1.14.3=nompi_h4f84152_101 +- humanfriendly=10.0=pyhd8ed1ab_6 +- icu=73.2=h59595ed_0 +- identify=2.5.36=pyhd8ed1ab_0 +- idna=3.7=pyhd8ed1ab_0 +- immutables=0.20=py311h459d7ec_1 +- importlib-metadata=7.1.0=pyha770c72_0 +- importlib_metadata=7.1.0=hd8ed1ab_0 +- importlib_resources=6.4.0=pyhd8ed1ab_0 +- iniconfig=2.0.0=pyhd8ed1ab_0 +- ipopt=3.14.16=hf967516_0 +- ipython=8.22.2=pyh707e725_0 +- jedi=0.19.1=pyhd8ed1ab_0 +- jinja2=3.1.3=pyhd8ed1ab_0 +- joblib=1.4.2=pyhd8ed1ab_0 +- json-c=0.17=h7ab15ed_0 +- jsonschema=4.22.0=pyhd8ed1ab_0 +- jsonschema-specifications=2023.12.1=pyhd8ed1ab_0 +- jupyter_core=5.7.2=py311h38be061_0 +- kealib=1.5.3=h2f55d51_0 +- keyutils=1.6.1=h166bdaf_0 +- kiwisolver=1.4.5=py311h9547e67_1 +- krb5=1.21.2=h659d440_0 +- lame=3.100=h166bdaf_1003 +- lcms2=2.16=hb7c19ff_0 +- ld_impl_linux-64=2.40=h55db66e_0 +- lerc=4.0.0=h27087fc_0 +- libabseil=20240116.2=cxx17_h59595ed_0 +- libaec=1.1.3=h59595ed_0 +- libarchive=3.7.2=h2aa1ff5_1 +- libarrow=15.0.2=hefa796f_6_cpu +- libarrow-acero=15.0.2=hbabe93e_6_cpu +- libarrow-dataset=15.0.2=hbabe93e_6_cpu +- libarrow-flight=15.0.2=hc4f8a93_6_cpu +- libarrow-flight-sql=15.0.2=he4f5ca8_6_cpu +- libarrow-gandiva=15.0.2=hc1954e9_6_cpu +- libarrow-substrait=15.0.2=he4f5ca8_6_cpu +- libasprintf=0.22.5=h661eb56_2 +- libasprintf-devel=0.22.5=h661eb56_2 +- libblas=3.9.0=22_linux64_openblas +- libboost-headers=1.84.0=ha770c72_2 +- libbrotlicommon=1.1.0=hd590300_1 +- libbrotlidec=1.1.0=hd590300_1 +- libbrotlienc=1.1.0=hd590300_1 +- libcap=2.69=h0f662aa_0 +- libcblas=3.9.0=22_linux64_openblas +- libclang-cpp15=15.0.7=default_h127d8a8_5 +- libclang13=18.1.4=default_h5d6823c_0 +- libcrc32c=1.1.2=h9c3ff4c_0 +- libcups=2.3.3=h4637d8d_4 +- libcurl=8.7.1=hca28451_0 +- libdeflate=1.20=hd590300_0 +- libedit=3.1.20191231=he28a2e2_2 +- libev=4.33=hd590300_2 +- libevent=2.1.12=hf998b51_1 +- libexpat=2.6.2=h59595ed_0 +- libffi=3.4.2=h7f98852_5 +- libflac=1.4.3=h59595ed_0 +- libgcc-ng=13.2.0=h77fa898_6 +- libgcrypt=1.10.3=hd590300_0 +- libgd=2.3.3=h119a65a_9 +- libgdal=3.8.5=hf9625ee_2 +- libgettextpo=0.22.5=h59595ed_2 +- libgettextpo-devel=0.22.5=h59595ed_2 +- libgfortran-ng=13.2.0=h69a702a_6 +- libgfortran5=13.2.0=h43f5ff8_6 +- libglib=2.80.0=hf2295e7_6 +- libgomp=13.2.0=h77fa898_6 +- libgoogle-cloud=2.23.0=h9be4e54_1 +- libgoogle-cloud-storage=2.23.0=hc7a4891_1 +- libgpg-error=1.49=h4f305b6_0 +- libgrpc=1.62.2=h15f2491_0 +- libhwloc=2.9.3=default_h554bfaf_1009 +- libiconv=1.17=hd590300_2 +- libjpeg-turbo=3.0.0=hd590300_1 +- libkml=1.3.0=h01aab08_1018 +- liblapack=3.9.0=22_linux64_openblas +- liblapacke=3.9.0=22_linux64_openblas +- libllvm15=15.0.7=hb3ce162_4 +- libllvm16=16.0.6=hb3ce162_3 +- libllvm18=18.1.4=h2448989_0 +- libnetcdf=4.9.2=nompi_h9612171_113 +- libnghttp2=1.58.0=h47da74e_1 +- libnl=3.9.0=hd590300_0 +- libnsl=2.0.1=hd590300_0 +- libogg=1.3.4=h7f98852_1 +- libopenblas=0.3.27=pthreads_h413a1c8_0 +- libopus=1.3.1=h7f98852_1 +- libparquet=15.0.2=hacf5a1f_6_cpu +- libpng=1.6.43=h2797004_0 +- libpq=16.2=h33b98f1_1 +- libprotobuf=4.25.3=h08a7969_0 +- libre2-11=2023.09.01=h5a48ba9_2 +- librsvg=2.58.0=hadf69e7_1 +- librttopo=1.1.0=h8917695_15 +- libscotch=7.0.4=h91e35bf_1 +- libsndfile=1.2.2=hc60ed4a_1 +- libspatialindex=1.9.3=h9c3ff4c_4 +- libspatialite=5.1.0=h6f065fc_5 +- libspral=2024.01.18=h6aa6db2_0 +- libsqlite=3.45.3=h2797004_0 +- libssh2=1.11.0=h0841786_0 +- libstdcxx-ng=13.2.0=hc0a3c3a_6 +- libsystemd0=255=h3516f8a_1 +- libthrift=0.19.0=hb90f79a_1 +- libtiff=4.6.0=h1dd3fc0_3 +- libutf8proc=2.8.0=h166bdaf_0 +- libuuid=2.38.1=h0b41bf4_0 +- libvorbis=1.3.7=h9c3ff4c_0 +- libwebp=1.4.0=h2c329e2_0 +- libwebp-base=1.4.0=hd590300_0 +- libxcb=1.15=h0b41bf4_0 +- libxcrypt=4.4.36=hd590300_1 +- libxkbcommon=1.7.0=h662e7e4_0 +- libxml2=2.12.6=h232c23b_2 +- libxslt=1.1.39=h76b75d6_0 +- libzip=1.10.1=h2629f0a_3 +- libzlib=1.2.13=hd590300_5 +- linopy=0.3.8=pyhd8ed1ab_0 +- locket=1.0.0=pyhd8ed1ab_0 +- lxml=5.2.1=py311hc0a218f_0 +- lz4=4.3.3=py311h38e4bf4_0 +- lz4-c=1.9.4=hcb278e6_0 +- lzo=2.10=hd590300_1001 +- mapclassify=2.6.1=pyhd8ed1ab_0 +- markupsafe=2.1.5=py311h459d7ec_0 +- matplotlib=3.8.4=py311h38be061_0 +- matplotlib-base=3.8.4=py311h54ef318_0 +- matplotlib-inline=0.1.7=pyhd8ed1ab_0 +- memory_profiler=0.61.0=pyhd8ed1ab_0 +- metis=5.1.0=h59595ed_1007 +- minizip=4.0.5=h0ab5242_0 +- mpfr=4.2.1=h9458935_1 +- mpg123=1.32.6=h59595ed_0 +- msgpack-python=1.0.7=py311h9547e67_0 +- multiurl=0.3.1=pyhd8ed1ab_0 +- mumps-include=5.6.2=ha770c72_4 +- mumps-seq=5.6.2=hfef103a_4 +- munkres=1.1.4=pyh9f0ad1d_0 +- mysql-common=8.3.0=hf1915f5_4 +- mysql-libs=8.3.0=hca2cd23_4 +- nbformat=5.10.4=pyhd8ed1ab_0 +- ncurses=6.4.20240210=h59595ed_0 +- netcdf4=1.6.5=nompi_py311he8ad708_100 +- networkx=3.3=pyhd8ed1ab_1 +- nodeenv=1.8.0=pyhd8ed1ab_0 +- nomkl=1.0=h5ca1d4c_0 +- nspr=4.35=h27087fc_0 +- nss=3.98=h1d7d5a4_0 +- numexpr=2.9.0=py311h039bad6_100 +- numpy=1.26.4=py311h64a7726_0 +- openjdk=22.0.1=hb622114_0 +- openjpeg=2.5.2=h488ebb8_0 +- openpyxl=3.1.2=py311h459d7ec_1 +- openssl=3.3.0=hd590300_0 +- orc=2.0.0=h17fec99_1 +- packaging=24.0=pyhd8ed1ab_0 +- pandas=2.2.2=py311h320fe9a_0 +- pango=1.52.2=ha41ecd1_0 +- parso=0.8.4=pyhd8ed1ab_0 +- partd=1.4.1=pyhd8ed1ab_0 +- patsy=0.5.6=pyhd8ed1ab_0 +- pcre2=10.43=hcad00b1_0 +- pexpect=4.9.0=pyhd8ed1ab_0 +- pickleshare=0.7.5=py_1003 +- pillow=10.3.0=py311h18e6fac_0 +- pip=24.0=pyhd8ed1ab_0 +- pixman=0.43.2=h59595ed_0 +- pkgutil-resolve-name=1.3.10=pyhd8ed1ab_1 +- plac=1.4.3=pyhd8ed1ab_0 +- platformdirs=4.2.1=pyhd8ed1ab_0 +- pluggy=1.5.0=pyhd8ed1ab_0 +- ply=3.11=pyhd8ed1ab_2 +- poppler=24.04.0=hb6cd0d7_0 +- poppler-data=0.4.12=hd8ed1ab_0 +- postgresql=16.2=h82ecc9d_1 +- powerplantmatching=0.5.14=pyhd8ed1ab_0 +- pre-commit=3.7.0=pyha770c72_0 +- progressbar2=4.4.2=pyhd8ed1ab_0 +- proj=9.4.0=h1d62c97_1 +- prompt-toolkit=3.0.42=pyha770c72_0 +- psutil=5.9.8=py311h459d7ec_0 +- pthread-stubs=0.4=h36c2ea0_1001 +- ptyprocess=0.7.0=pyhd3deb0d_0 +- pulp=2.8.0=py311h38be061_0 +- pulseaudio-client=17.0=hb77b528_0 +- pure_eval=0.2.2=pyhd8ed1ab_0 +- py-cpuinfo=9.0.0=pyhd8ed1ab_0 +- pyarrow=15.0.2=py311hd5e4297_6_cpu +- pyarrow-hotfix=0.6=pyhd8ed1ab_0 +- pycountry=22.3.5=pyhd8ed1ab_0 +- pycparser=2.22=pyhd8ed1ab_0 +- pygments=2.17.2=pyhd8ed1ab_0 +- pyomo=6.6.1=py311hb755f60_0 +- pyparsing=3.1.2=pyhd8ed1ab_0 +- pyproj=3.6.1=py311hb3a3e68_6 +- pypsa=0.27.1=pyhd8ed1ab_0 +- pyqt=5.15.9=py311hf0fb5b6_5 +- pyqt5-sip=12.12.2=py311hb755f60_5 +- pyscipopt=5.0.1=py311hb755f60_0 +- pyshp=2.3.1=pyhd8ed1ab_0 +- pysocks=1.7.1=pyha2e5f31_6 +- pytables=3.9.2=py311h3e8b7c9_2 +- pytest=8.2.0=pyhd8ed1ab_0 +- python=3.11.9=hb806964_0_cpython +- python-dateutil=2.9.0=pyhd8ed1ab_0 +- python-fastjsonschema=2.19.1=pyhd8ed1ab_0 +- python-tzdata=2024.1=pyhd8ed1ab_0 +- python-utils=3.8.2=pyhd8ed1ab_0 +- python_abi=3.11=4_cp311 +- pytz=2024.1=pyhd8ed1ab_0 +- pyxlsb=1.0.10=pyhd8ed1ab_0 +- pyyaml=6.0.1=py311h459d7ec_1 +- qt-main=5.15.8=hc9dc06e_21 +- rasterio=1.3.10=py311h375a7ea_0 +- rdma-core=51.0=hd3aeb46_0 +- re2=2023.09.01=h7f4b329_2 +- readline=8.2=h8228510_1 +- referencing=0.35.1=pyhd8ed1ab_0 +- requests=2.31.0=pyhd8ed1ab_0 +- reretry=0.11.8=pyhd8ed1ab_0 +- rioxarray=0.15.5=pyhd8ed1ab_0 +- rpds-py=0.18.0=py311h46250e7_0 +- rtree=1.2.0=py311h3bb2b0f_0 +- s2n=1.4.12=h06160fa_0 +- scikit-learn=1.4.2=py311hc009520_0 +- scip=9.0.0=hded5f35_4 +- scipy=1.13.0=py311h64a7726_0 +- scotch=7.0.4=h23d43cc_1 +- seaborn=0.13.2=hd8ed1ab_2 +- seaborn-base=0.13.2=pyhd8ed1ab_2 +- setuptools=69.5.1=pyhd8ed1ab_0 +- setuptools-scm=8.0.4=pyhd8ed1ab_1 +- setuptools_scm=8.0.4=hd8ed1ab_1 +- shapely=2.0.4=py311h2032efe_0 +- sip=6.7.12=py311hb755f60_0 +- six=1.16.0=pyh6c4a22f_0 +- smart_open=7.0.4=pyhd8ed1ab_0 +- smmap=5.0.0=pyhd8ed1ab_0 +- snakemake-interface-common=1.17.2=pyhdfd78af_0 +- snakemake-interface-executor-plugins=9.1.1=pyhdfd78af_0 +- snakemake-interface-report-plugins=1.0.0=pyhdfd78af_0 +- snakemake-interface-storage-plugins=3.2.2=pyhdfd78af_0 +- snakemake-minimal=8.11.1=pyhdfd78af_0 +- snappy=1.2.0=hdb0a2a9_1 +- snuggs=1.4.7=py_0 +- sortedcontainers=2.4.0=pyhd8ed1ab_0 +- soupsieve=2.5=pyhd8ed1ab_1 +- spdlog=1.13.0=hd2e6256_0 +- sqlite=3.45.3=h2c6b66d_0 +- stack_data=0.6.2=pyhd8ed1ab_0 +- statsmodels=0.14.1=py311h1f0f07a_0 +- stopit=1.1.2=py_0 +- tabula-py=2.7.0=py311h38be061_1 +- tabulate=0.9.0=pyhd8ed1ab_1 +- tbb=2021.11.0=h00ab1b0_1 +- tblib=3.0.0=pyhd8ed1ab_0 +- threadpoolctl=3.5.0=pyhc1e730c_0 +- throttler=1.2.2=pyhd8ed1ab_0 +- tiledb=2.22.0=h27f064a_3 +- tk=8.6.13=noxft_h4845f30_101 +- toml=0.10.2=pyhd8ed1ab_0 +- tomli=2.0.1=pyhd8ed1ab_0 +- toolz=0.12.1=pyhd8ed1ab_0 +- toposort=1.10=pyhd8ed1ab_0 +- tornado=6.4=py311h459d7ec_0 +- tqdm=4.66.2=pyhd8ed1ab_0 +- traitlets=5.14.3=pyhd8ed1ab_0 +- typing-extensions=4.11.0=hd8ed1ab_0 +- typing_extensions=4.11.0=pyha770c72_0 +- tzcode=2024a=h3f72095_0 +- tzdata=2024a=h0c530f3_0 +- ucx=1.15.0=ha691c75_8 +- ukkonen=1.0.1=py311h9547e67_4 +- unidecode=1.3.8=pyhd8ed1ab_0 +- unixodbc=2.3.12=h661eb56_0 +- uriparser=0.9.7=h59595ed_1 +- urllib3=2.2.1=pyhd8ed1ab_0 +- validators=0.28.1=pyhd8ed1ab_0 +- virtualenv=20.26.1=pyhd8ed1ab_0 +- wcwidth=0.2.13=pyhd8ed1ab_0 +- wheel=0.43.0=pyhd8ed1ab_1 +- wrapt=1.16.0=py311h459d7ec_0 +- xarray=2024.3.0=pyhd8ed1ab_0 +- xcb-util=0.4.0=hd590300_1 +- xcb-util-image=0.4.0=h8ee46fc_1 +- xcb-util-keysyms=0.4.0=h8ee46fc_1 +- xcb-util-renderutil=0.3.9=hd590300_1 +- xcb-util-wm=0.4.1=h8ee46fc_1 +- xerces-c=3.2.5=hac6953d_0 +- xkeyboard-config=2.41=hd590300_0 +- xlrd=2.0.1=pyhd8ed1ab_3 +- xorg-fixesproto=5.0=h7f98852_1002 +- xorg-inputproto=2.3.2=h7f98852_1002 +- xorg-kbproto=1.0.7=h7f98852_1002 +- xorg-libice=1.1.1=hd590300_0 +- xorg-libsm=1.2.4=h7391055_0 +- xorg-libx11=1.8.9=h8ee46fc_0 +- xorg-libxau=1.0.11=hd590300_0 +- xorg-libxdmcp=1.1.3=h7f98852_0 +- xorg-libxext=1.3.4=h0b41bf4_2 +- xorg-libxfixes=5.0.3=h7f98852_1004 +- xorg-libxi=1.7.10=h7f98852_0 +- xorg-libxrender=0.9.11=hd590300_0 +- xorg-libxt=1.3.0=hd590300_1 +- xorg-libxtst=1.2.3=h7f98852_1002 +- xorg-recordproto=1.14.2=h7f98852_1002 +- xorg-renderproto=0.11.1=h7f98852_1002 +- xorg-xextproto=7.3.0=h0b41bf4_1003 +- xorg-xf86vidmodeproto=2.3.1=h7f98852_1002 +- xorg-xproto=7.0.31=h7f98852_1007 +- xyzservices=2024.4.0=pyhd8ed1ab_0 +- xz=5.2.6=h166bdaf_0 +- yaml=0.2.5=h7f98852_2 +- yte=1.5.4=pyha770c72_0 +- zict=3.0.0=pyhd8ed1ab_0 +- zipp=3.17.0=pyhd8ed1ab_0 +- zlib=1.2.13=hd590300_5 +- zlib-ng=2.0.7=h0b41bf4_0 +- zstd=1.5.5=hfc55251_0 - pip: - highspy==1.5.3 + - oauthlib==3.2.2 + - requests-oauthlib==1.3.1 + - snakemake-executor-plugin-cluster-generic==1.0.9 + - snakemake-executor-plugin-slurm==0.4.5 + - snakemake-executor-plugin-slurm-jobstep==0.2.1 + - snakemake-storage-plugin-http==0.2.3 - tsam==2.3.1 +prefix: /home/fabian/.miniconda3/envs/pypsa-eur From 2db729f8725e83aa0c3c98f9cad92fd9364a474e Mon Sep 17 00:00:00 2001 From: Fabian Hofmann Date: Fri, 3 May 2024 10:27:05 +0200 Subject: [PATCH 078/164] Update environment.fixed.yaml --- envs/environment.fixed.yaml | 1 - 1 file changed, 1 deletion(-) diff --git a/envs/environment.fixed.yaml b/envs/environment.fixed.yaml index 61c25375..260c17fd 100644 --- a/envs/environment.fixed.yaml +++ b/envs/environment.fixed.yaml @@ -470,4 +470,3 @@ dependencies: - snakemake-executor-plugin-slurm-jobstep==0.2.1 - snakemake-storage-plugin-http==0.2.3 - tsam==2.3.1 -prefix: /home/fabian/.miniconda3/envs/pypsa-eur From 76c201ef7d40f2a55aeb049f44b7795eea3adc51 Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Fri, 3 May 2024 14:50:14 +0200 Subject: [PATCH 079/164] Integrate `build_bus_regions` into `base_network` Fixes a problem with the `build_bus_regions` writing to base.nc without declaring base.nc as an output. --- rules/build_electricity.smk | 25 +--- scripts/base_network.py | 163 +++++++++++++++++++++++++- scripts/build_bus_regions.py | 218 ----------------------------------- scripts/cluster_network.py | 2 +- scripts/simplify_network.py | 2 +- 5 files changed, 164 insertions(+), 246 deletions(-) delete mode 100644 scripts/build_bus_regions.py diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index c074bdbd..c8d19d50 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -86,7 +86,9 @@ rule base_network: offshore_shapes=resources("offshore_shapes.geojson"), europe_shape=resources("europe_shape.geojson"), output: - resources("networks/base.nc"), + base_network=resources("networks/base.nc"), + regions_onshore=resources("regions_onshore.geojson"), + regions_offshore=resources("regions_offshore.geojson"), log: logs("base_network.log"), benchmark: @@ -127,27 +129,6 @@ rule build_shapes: "../scripts/build_shapes.py" -rule build_bus_regions: - params: - countries=config_provider("countries"), - input: - country_shapes=resources("country_shapes.geojson"), - offshore_shapes=resources("offshore_shapes.geojson"), - base_network=resources("networks/base.nc"), - output: - regions_onshore=resources("regions_onshore.geojson"), - regions_offshore=resources("regions_offshore.geojson"), - log: - logs("build_bus_regions.log"), - threads: 1 - resources: - mem_mb=1000, - conda: - "../envs/environment.yaml" - script: - "../scripts/build_bus_regions.py" - - if config["enable"].get("build_cutout", False): rule build_cutout: diff --git a/scripts/base_network.py b/scripts/base_network.py index d96a7e54..1598568e 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -75,11 +75,11 @@ import shapely import shapely.prepared import shapely.wkt import yaml -from _helpers import configure_logging, get_snapshots, set_scenario_config +from _helpers import REGION_COLS, configure_logging, get_snapshots, set_scenario_config from packaging.version import Version, parse from scipy import spatial from scipy.sparse import csgraph -from shapely.geometry import LineString, Point +from shapely.geometry import LineString, Point, Polygon PD_GE_2_2 = parse(pd.__version__) >= Version("2.2") @@ -779,9 +779,147 @@ def base_network( return n +def voronoi_partition_pts(points, outline): + """ + Compute the polygons of a voronoi partition of `points` within the polygon + `outline`. Taken from + https://github.com/FRESNA/vresutils/blob/master/vresutils/graph.py. + + Attributes + ---------- + points : Nx2 - ndarray[dtype=float] + outline : Polygon + Returns + ------- + polygons : N - ndarray[dtype=Polygon|MultiPolygon] + """ + points = np.asarray(points) + + if len(points) == 1: + polygons = [outline] + else: + xmin, ymin = np.amin(points, axis=0) + xmax, ymax = np.amax(points, axis=0) + xspan = xmax - xmin + yspan = ymax - ymin + + # to avoid any network positions outside all Voronoi cells, append + # the corners of a rectangle framing these points + vor = spatial.Voronoi( + np.vstack( + ( + points, + [ + [xmin - 3.0 * xspan, ymin - 3.0 * yspan], + [xmin - 3.0 * xspan, ymax + 3.0 * yspan], + [xmax + 3.0 * xspan, ymin - 3.0 * yspan], + [xmax + 3.0 * xspan, ymax + 3.0 * yspan], + ], + ) + ) + ) + + polygons = [] + for i in range(len(points)): + poly = Polygon(vor.vertices[vor.regions[vor.point_region[i]]]) + + if not poly.is_valid: + poly = poly.buffer(0) + + with np.errstate(invalid="ignore"): + poly = poly.intersection(outline) + + polygons.append(poly) + + return polygons + + +def build_bus_shapes(n, country_shapes, offshore_shapes, countries): + country_shapes = gpd.read_file(country_shapes).set_index("name")["geometry"] + offshore_shapes = gpd.read_file(offshore_shapes) + offshore_shapes = offshore_shapes.reindex(columns=REGION_COLS).set_index("name")[ + "geometry" + ] + + onshore_regions = [] + offshore_regions = [] + + for country in countries: + c_b = n.buses.country == country + + onshore_shape = country_shapes[country] + onshore_locs = ( + n.buses.loc[c_b & n.buses.onshore_bus] + .sort_values( + by="substation_lv", ascending=False + ) # preference for substations + .drop_duplicates(subset=["x", "y"], keep="first")[["x", "y"]] + ) + onshore_regions.append( + gpd.GeoDataFrame( + { + "name": onshore_locs.index, + "x": onshore_locs["x"], + "y": onshore_locs["y"], + "geometry": voronoi_partition_pts( + onshore_locs.values, onshore_shape + ), + "country": country, + } + ) + ) + + if country not in offshore_shapes.index: + continue + offshore_shape = offshore_shapes[country] + offshore_locs = n.buses.loc[c_b & n.buses.substation_off, ["x", "y"]] + offshore_regions_c = gpd.GeoDataFrame( + { + "name": offshore_locs.index, + "x": offshore_locs["x"], + "y": offshore_locs["y"], + "geometry": voronoi_partition_pts(offshore_locs.values, offshore_shape), + "country": country, + } + ) + offshore_regions_c = offshore_regions_c.loc[offshore_regions_c.area > 1e-2] + offshore_regions.append(offshore_regions_c) + + shapes = pd.concat(onshore_regions, ignore_index=True) + + return onshore_regions, offshore_regions, shapes + + +def append_bus_shapes(n, shapes, type): + """ + Append shapes to the network. If shapes with the same component and type + already exist, they will be removed. + + Parameters: + n (pypsa.Network): The network to which the shapes will be appended. + shapes (geopandas.GeoDataFrame): The shapes to be appended. + **kwargs: Additional keyword arguments used in `n.madd`. + + Returns: + None + """ + remove = n.shapes.query("component == 'Bus' and type == @type").index + n.mremove("Shape", remove) + + offset = n.shapes.index.astype(int).max() + 1 if not n.shapes.empty else 0 + shapes = shapes.rename(lambda x: int(x) + offset) + n.madd( + "Shape", + shapes.index, + geometry=shapes.geometry, + idx=shapes.name, + component="Bus", + type=type, + ) + + if __name__ == "__main__": if "snakemake" not in globals(): - from _helpers import mock_snakemake snakemake = mock_snakemake("base_network") @@ -803,5 +941,22 @@ if __name__ == "__main__": snakemake.config, ) + onshore_regions, offshore_regions, shapes = build_bus_shapes( + n, + snakemake.input.country_shapes, + snakemake.input.offshore_shapes, + snakemake.params.countries, + ) + + shapes.to_file(snakemake.output.regions_onshore) + append_bus_shapes(n, shapes, "onshore") + + if offshore_regions: + shapes = pd.concat(offshore_regions, ignore_index=True) + shapes.to_file(snakemake.output.regions_offshore) + append_bus_shapes(n, shapes, "offshore") + else: + offshore_shapes.to_frame().to_file(snakemake.output.regions_offshore) + n.meta = snakemake.config - n.export_to_netcdf(snakemake.output[0]) + n.export_to_netcdf(snakemake.output.base_network) diff --git a/scripts/build_bus_regions.py b/scripts/build_bus_regions.py deleted file mode 100644 index 05a7729e..00000000 --- a/scripts/build_bus_regions.py +++ /dev/null @@ -1,218 +0,0 @@ -# -*- coding: utf-8 -*- -# SPDX-FileCopyrightText: : 2017-2024 The PyPSA-Eur Authors -# -# SPDX-License-Identifier: MIT -""" -Creates Voronoi shapes for each bus representing both onshore and offshore -regions. - -Relevant Settings ------------------ - -.. code:: yaml - - countries: - -.. seealso:: - Documentation of the configuration file ``config/config.yaml`` at - :ref:`toplevel_cf` - -Inputs ------- - -- ``resources/country_shapes.geojson``: confer :ref:`shapes` -- ``resources/offshore_shapes.geojson``: confer :ref:`shapes` -- ``networks/base.nc``: confer :ref:`base` - -Outputs -------- - -- ``resources/regions_onshore.geojson``: - - .. image:: img/regions_onshore.png - :scale: 33 % - -- ``resources/regions_offshore.geojson``: - - .. image:: img/regions_offshore.png - :scale: 33 % - -Description ------------ -""" - -import logging - -import geopandas as gpd -import numpy as np -import pandas as pd -import pypsa -from _helpers import REGION_COLS, configure_logging, set_scenario_config -from scipy.spatial import Voronoi -from shapely.geometry import Polygon - -logger = logging.getLogger(__name__) - - -def voronoi_partition_pts(points, outline): - """ - Compute the polygons of a voronoi partition of `points` within the polygon - `outline`. Taken from - https://github.com/FRESNA/vresutils/blob/master/vresutils/graph.py. - - Attributes - ---------- - points : Nx2 - ndarray[dtype=float] - outline : Polygon - Returns - ------- - polygons : N - ndarray[dtype=Polygon|MultiPolygon] - """ - points = np.asarray(points) - - if len(points) == 1: - polygons = [outline] - else: - xmin, ymin = np.amin(points, axis=0) - xmax, ymax = np.amax(points, axis=0) - xspan = xmax - xmin - yspan = ymax - ymin - - # to avoid any network positions outside all Voronoi cells, append - # the corners of a rectangle framing these points - vor = Voronoi( - np.vstack( - ( - points, - [ - [xmin - 3.0 * xspan, ymin - 3.0 * yspan], - [xmin - 3.0 * xspan, ymax + 3.0 * yspan], - [xmax + 3.0 * xspan, ymin - 3.0 * yspan], - [xmax + 3.0 * xspan, ymax + 3.0 * yspan], - ], - ) - ) - ) - - polygons = [] - for i in range(len(points)): - poly = Polygon(vor.vertices[vor.regions[vor.point_region[i]]]) - - if not poly.is_valid: - poly = poly.buffer(0) - - with np.errstate(invalid="ignore"): - poly = poly.intersection(outline) - - polygons.append(poly) - - return polygons - - -def append_bus_shapes(n, shapes, type): - """ - Append shapes to the network. If shapes with the same component and type - already exist, they will be removed. - - Parameters: - n (pypsa.Network): The network to which the shapes will be appended. - shapes (geopandas.GeoDataFrame): The shapes to be appended. - **kwargs: Additional keyword arguments used in `n.madd`. - - Returns: - None - """ - remove = n.shapes.query("component == 'Bus' and type == @type").index - n.mremove("Shape", remove) - - offset = n.shapes.index.astype(int).max() + 1 if not n.shapes.empty else 0 - shapes = shapes.rename(lambda x: int(x) + offset) - n.madd( - "Shape", - shapes.index, - geometry=shapes.geometry, - idx=shapes.name, - component="Bus", - type=type, - ) - - -if __name__ == "__main__": - if "snakemake" not in globals(): - from _helpers import mock_snakemake - - snakemake = mock_snakemake("build_bus_regions") - configure_logging(snakemake) - set_scenario_config(snakemake) - - countries = snakemake.params.countries - - base_network = snakemake.input.base_network - n = pypsa.Network(base_network) - - country_shapes = gpd.read_file(snakemake.input.country_shapes).set_index("name")[ - "geometry" - ] - offshore_shapes = gpd.read_file(snakemake.input.offshore_shapes) - offshore_shapes = offshore_shapes.reindex(columns=REGION_COLS).set_index("name")[ - "geometry" - ] - - onshore_regions = [] - offshore_regions = [] - - for country in countries: - c_b = n.buses.country == country - - onshore_shape = country_shapes[country] - onshore_locs = ( - n.buses.loc[c_b & n.buses.onshore_bus] - .sort_values( - by="substation_lv", ascending=False - ) # preference for substations - .drop_duplicates(subset=["x", "y"], keep="first")[["x", "y"]] - ) - onshore_regions.append( - gpd.GeoDataFrame( - { - "name": onshore_locs.index, - "x": onshore_locs["x"], - "y": onshore_locs["y"], - "geometry": voronoi_partition_pts( - onshore_locs.values, onshore_shape - ), - "country": country, - } - ) - ) - - if country not in offshore_shapes.index: - continue - offshore_shape = offshore_shapes[country] - offshore_locs = n.buses.loc[c_b & n.buses.substation_off, ["x", "y"]] - offshore_regions_c = gpd.GeoDataFrame( - { - "name": offshore_locs.index, - "x": offshore_locs["x"], - "y": offshore_locs["y"], - "geometry": voronoi_partition_pts(offshore_locs.values, offshore_shape), - "country": country, - } - ) - offshore_regions_c = offshore_regions_c.loc[offshore_regions_c.area > 1e-2] - offshore_regions.append(offshore_regions_c) - - shapes = pd.concat(onshore_regions, ignore_index=True) - shapes.to_file(snakemake.output.regions_onshore) - append_bus_shapes(n, shapes, "onshore") - - if offshore_regions: - shapes = pd.concat(offshore_regions, ignore_index=True) - shapes.to_file(snakemake.output.regions_offshore) - append_bus_shapes(n, shapes, "offshore") - - else: - offshore_shapes.to_frame().to_file(snakemake.output.regions_offshore) - - # save network with shapes - n.export_to_netcdf(base_network) diff --git a/scripts/cluster_network.py b/scripts/cluster_network.py index f58e5f8b..87762b36 100644 --- a/scripts/cluster_network.py +++ b/scripts/cluster_network.py @@ -135,7 +135,7 @@ import pypsa import seaborn as sns from _helpers import configure_logging, set_scenario_config, update_p_nom_max from add_electricity import load_costs -from build_bus_regions import append_bus_shapes +from base_network import append_bus_shapes from packaging.version import Version, parse from pypsa.clustering.spatial import ( busmap_by_greedy_modularity, diff --git a/scripts/simplify_network.py b/scripts/simplify_network.py index 8f2a84cd..558e4cf2 100644 --- a/scripts/simplify_network.py +++ b/scripts/simplify_network.py @@ -95,7 +95,7 @@ import pypsa import scipy as sp from _helpers import configure_logging, set_scenario_config, update_p_nom_max from add_electricity import load_costs -from build_bus_regions import append_bus_shapes +from base_network import append_bus_shapes from cluster_network import cluster_regions, clustering_for_n_clusters from pypsa.clustering.spatial import ( aggregateoneport, From f90f48ceb69fd61b5a75dd3f75c88cc15c929d14 Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Fri, 3 May 2024 14:54:47 +0200 Subject: [PATCH 080/164] Adapt release note to reflect bus regions fix --- 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 5e530963..dbc857bc 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -186,7 +186,7 @@ Upcoming Release * Data on existing renewable capacities is now consistently taken from powerplantmatching (instead of being retrieved separately); the dataset has also been updated to include 2023 values. -* Added shapes to .nc file for different stages of the network object in `base_network`, `build_bus_regions`, and `cluster_network`. +* Added shapes to .nc file for different stages of the network object in `base_network`, `simplify_network`, and `cluster_network`; the `build_bus_regions` rule is now integrated into the `base_network` rule. * Fix p_nom_min of renewables generators for myopic approach and add check of existing capacities in `add_land_use_constraint_m`. 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Then the process continues by calculating conventional power plant capacities, potentials, and per-unit availability time series for variable renewable energy carriers and hydro power plants with the following rules: @@ -35,13 +34,6 @@ Then the process continues by calculating conventional power plant capacities, p The central rule :mod:`add_electricity` then ties all the different data inputs together into a detailed PyPSA network stored in ``networks/elec.nc``. -.. _busregions: - -Rule ``build_bus_regions`` -============================= - -.. automodule:: build_bus_regions - .. _cutout: Rule ``build_cutout`` diff --git a/doc/tutorial.rst b/doc/tutorial.rst index 93bb8e54..4c10b573 100644 --- a/doc/tutorial.rst +++ b/doc/tutorial.rst @@ -133,32 +133,31 @@ 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]; - 0[label = "solve_network", color = "0.39 0.6 0.85", style="rounded"]; - 1[label = "prepare_network\nll: copt\nopts: Co2L-24H", color = "0.29 0.6 0.85", style="rounded"]; - 2[label = "add_extra_components", color = "0.28 0.6 0.85", style="rounded"]; - 3[label = "cluster_network\nclusters: 6", color = "0.19 0.6 0.85", style="rounded"]; - 4[label = "simplify_network\nsimpl: ", color = "0.01 0.6 0.85", style="rounded"]; - 5[label = "add_electricity", color = "0.49 0.6 0.85", style="rounded"]; - 6[label = "build_renewable_profiles\ntechnology: solar", color = "0.21 0.6 0.85", style="rounded"]; - 7[label = "base_network", color = "0.27 0.6 0.85", style="rounded"]; - 8[label = "build_shapes", color = "0.26 0.6 0.85", style="rounded"]; - 9[label = "retrieve_databundle", color = "0.59 0.6 0.85", style="rounded"]; - 10[label = "retrieve_natura_raster", color = "0.47 0.6 0.85", style="rounded"]; - 11[label = "build_bus_regions", color = "0.13 0.6 0.85", style="rounded"]; - 12[label = "retrieve_cutout\ncutout: be-03-2013-era5", color = "0.36 0.6 0.85", style="rounded,dashed"]; - 13[label = "build_renewable_profiles\ntechnology: onwind", color = "0.21 0.6 0.85", style="rounded"]; - 14[label = "build_renewable_profiles\ntechnology: offwind-ac", color = "0.21 0.6 0.85", style="rounded"]; - 15[label = "build_ship_raster", color = "0.00 0.6 0.85", style="rounded"]; - 16[label = "retrieve_ship_raster", color = "0.51 0.6 0.85", style="rounded,dashed"]; - 17[label = "build_renewable_profiles\ntechnology: offwind-dc", color = "0.21 0.6 0.85", style="rounded"]; - 18[label = "build_line_rating", color = "0.05 0.6 0.85", style="rounded"]; - 19[label = "retrieve_cost_data\nyear: 2030", color = "0.15 0.6 0.85", style="rounded"]; - 20[label = "build_powerplants", color = "0.54 0.6 0.85", style="rounded"]; - 21[label = "build_electricity_demand", color = "0.52 0.6 0.85", style="rounded"]; - 22[label = "retrieve_electricity_demand", color = "0.22 0.6 0.85", style="rounded"]; - 23[label = "copy_config", color = "0.44 0.6 0.85", style="rounded"]; + 0[label = "solve_network", color = "0.24 0.6 0.85", style="rounded"]; + 1[label = "prepare_network\nll: vopt\nopts: Co2L-3H", color = "0.10 0.6 0.85", style="rounded"]; + 2[label = "add_extra_components", color = "0.33 0.6 0.85", style="rounded"]; + 3[label = "cluster_network\nclusters: 128", color = "0.59 0.6 0.85", style="rounded"]; + 4[label = "simplify_network\nsimpl: ", color = "0.18 0.6 0.85", style="rounded"]; + 5[label = "add_electricity", color = "0.48 0.6 0.85", style="rounded"]; + 6[label = "build_renewable_profiles\ntechnology: solar", color = "0.29 0.6 0.85", style="rounded"]; + 7[label = "base_network", color = "0.30 0.6 0.85", style="rounded"]; + 8[label = "build_shapes", color = "0.61 0.6 0.85", style="rounded"]; + 9[label = "retrieve_databundle", color = "0.06 0.6 0.85", style="rounded"]; + 10[label = "retrieve_natura_raster", color = "0.03 0.6 0.85", style="rounded"]; + 11[label = "retrieve_cutout\ncutout: europe-2013-sarah", color = "0.50 0.6 0.85", style="rounded"]; + 12[label = "build_renewable_profiles\ntechnology: onwind", color = "0.29 0.6 0.85", style="rounded"]; + 13[label = "retrieve_cutout\ncutout: europe-2013-era5", color = "0.50 0.6 0.85", style="rounded"]; + 14[label = "build_renewable_profiles\ntechnology: offwind-ac", color = "0.29 0.6 0.85", style="rounded"]; + 15[label = "build_ship_raster", color = "0.16 0.6 0.85", style="rounded"]; + 16[label = "retrieve_ship_raster", color = "0.53 0.6 0.85", style="rounded"]; + 17[label = "build_renewable_profiles\ntechnology: offwind-dc", color = "0.29 0.6 0.85", style="rounded"]; + 18[label = "build_hydro_profile", color = "0.47 0.6 0.85", style="rounded"]; + 19[label = "retrieve_cost_data\nyear: 2030", color = "0.21 0.6 0.85", style="rounded"]; + 20[label = "build_powerplants", color = "0.56 0.6 0.85", style="rounded"]; + 21[label = "build_electricity_demand", color = "0.54 0.6 0.85", style="rounded"]; + 22[label = "retrieve_electricity_demand", color = "0.34 0.6 0.85", style="rounded"]; + 23[label = "retrieve_synthetic_electricity_demand", color = "0.65 0.6 0.85", style="rounded"]; 1 -> 0 - 23 -> 0 2 -> 1 19 -> 1 3 -> 2 @@ -167,15 +166,14 @@ This triggers a workflow of multiple preceding jobs that depend on each rule's i 19 -> 3 5 -> 4 19 -> 4 - 11 -> 4 + 7 -> 4 6 -> 5 - 13 -> 5 + 12 -> 5 14 -> 5 17 -> 5 - 7 -> 5 18 -> 5 + 7 -> 5 19 -> 5 - 11 -> 5 20 -> 5 9 -> 5 21 -> 5 @@ -185,37 +183,32 @@ This triggers a workflow of multiple preceding jobs that depend on each rule's i 10 -> 6 8 -> 6 11 -> 6 - 12 -> 6 8 -> 7 9 -> 8 - 8 -> 11 - 7 -> 11 - 7 -> 13 - 9 -> 13 - 10 -> 13 - 8 -> 13 - 11 -> 13 - 12 -> 13 + 7 -> 12 + 9 -> 12 + 10 -> 12 + 8 -> 12 + 13 -> 12 7 -> 14 9 -> 14 10 -> 14 15 -> 14 8 -> 14 - 11 -> 14 - 12 -> 14 + 13 -> 14 16 -> 15 - 12 -> 15 + 13 -> 15 7 -> 17 9 -> 17 10 -> 17 15 -> 17 8 -> 17 - 11 -> 17 - 12 -> 17 - 7 -> 18 - 12 -> 18 + 13 -> 17 + 8 -> 18 + 13 -> 18 7 -> 20 22 -> 21 + 23 -> 21 } | @@ -226,28 +219,25 @@ In the terminal, this will show up as a list of jobs to be run: Building DAG of jobs... Job stats: - job count - --------------------------- ------- - add_electricity 1 - add_extra_components 1 - base_network 1 - build_bus_regions 1 - build_electricity_demand 1 - build_line_rating 1 - build_powerplants 1 - build_renewable_profiles 4 - build_shapes 1 - build_ship_raster 1 - cluster_network 1 - copy_config 1 - prepare_network 1 - retrieve_cost_data 1 - retrieve_databundle 1 - retrieve_electricity_demand 1 - retrieve_natura_raster 1 - simplify_network 1 - solve_network 1 - total 22 + job count + ------------------------------------- ------- + add_electricity 1 + add_extra_components 1 + build_line_rating 1 + build_renewable_profiles 4 + build_ship_raster 1 + cluster_network 1 + prepare_network 1 + retrieve_cost_data 1 + retrieve_cutout 1 + retrieve_databundle 1 + retrieve_electricity_demand 1 + retrieve_natura_raster 1 + retrieve_ship_raster 1 + retrieve_synthetic_electricity_demand 1 + simplify_network 1 + solve_network 1 + total 19 ``snakemake`` then runs these jobs in the correct order. diff --git a/doc/tutorial_sector.rst b/doc/tutorial_sector.rst index a1556150..d6fafa69 100644 --- a/doc/tutorial_sector.rst +++ b/doc/tutorial_sector.rst @@ -71,18 +71,16 @@ which were already included in the electricity-only tutorial: add_electricity 1 add_extra_components 1 all 1 - base_network 1 build_ammonia_production 1 build_biomass_potentials 1 - build_bus_regions 1 build_clustered_population_layouts 1 build_cop_profiles 1 build_daily_heat_demand 1 build_district_heat_share 1 - build_electricity_demand 1 build_energy_totals 1 build_gas_input_locations 1 build_gas_network 1 + build_heat_totals 1 build_hourly_heat_demand 1 build_industrial_distribution_key 1 build_industrial_energy_demand_per_country_today 1 @@ -94,19 +92,17 @@ which were already included in the electricity-only tutorial: build_industry_sector_ratios 1 build_industry_sector_ratios_intermediate 1 build_population_layouts 1 - build_population_weighted_energy_totals 1 - build_powerplants 1 + build_population_weighted_energy_totals 2 build_renewable_profiles 4 build_salt_cavern_potentials 1 - build_shapes 1 build_ship_raster 1 build_shipping_demand 1 build_simplified_population_layouts 1 + build_solar_thermal_profiles 3 build_temperature_profiles 3 build_transport_demand 1 cluster_gas_network 1 cluster_network 1 - copy_config 1 make_summary 1 plot_gas_network 1 plot_hydrogen_network 1 @@ -116,14 +112,18 @@ which were already included in the electricity-only tutorial: prepare_network 1 prepare_sector_network 1 retrieve_cost_data 1 + retrieve_cutout 1 retrieve_databundle 1 retrieve_electricity_demand 1 + retrieve_eurostat_data 1 retrieve_gas_infrastructure_data 1 retrieve_natura_raster 1 retrieve_sector_databundle 1 + retrieve_ship_raster 1 + retrieve_synthetic_electricity_demand 1 simplify_network 1 solve_sector_network 1 - total 60 + total 63 This covers the retrieval of additional raw data from online resources and preprocessing data about the transport, industry, and heating sectors as well as @@ -142,234 +142,252 @@ successfully. graph[bgcolor=white, margin=0]; node[shape=box, style=rounded, fontname=sans, fontsize=10, penwidth=2]; edge[penwidth=2, color=grey]; - 0[label = "all", color = "0.55 0.6 0.85", style="rounded"]; - 1[label = "plot_summary", color = "0.31 0.6 0.85", style="rounded"]; - 2[label = "make_summary", color = "0.37 0.6 0.85", style="rounded"]; - 3[label = "plot_power_network_clustered", color = "0.50 0.6 0.85", style="rounded"]; - 4[label = "cluster_network\nclusters: 5", color = "0.62 0.6 0.85", style="rounded"]; - 5[label = "simplify_network\nsimpl: ", color = "0.18 0.6 0.85", style="rounded"]; - 6[label = "add_electricity", color = "0.33 0.6 0.85", style="rounded"]; - 7[label = "build_renewable_profiles\ntechnology: solar", color = "0.20 0.6 0.85", style="rounded"]; - 8[label = "base_network", color = "0.31 0.6 0.85", style="rounded"]; - 9[label = "build_shapes", color = "0.36 0.6 0.85", style="rounded"]; - 10[label = "retrieve_databundle", color = "0.29 0.6 0.85", style="rounded"]; - 11[label = "retrieve_natura_raster", color = "0.01 0.6 0.85", style="rounded"]; - 12[label = "build_bus_regions", color = "0.10 0.6 0.85", style="rounded"]; - 13[label = "retrieve_cutout\ncutout: be-03-2013-era5", color = "0.37 0.6 0.85", style="rounded,dashed"]; - 14[label = "build_renewable_profiles\ntechnology: onwind", color = "0.20 0.6 0.85", style="rounded"]; - 15[label = "build_renewable_profiles\ntechnology: offwind-ac", color = "0.20 0.6 0.85", style="rounded"]; - 16[label = "build_ship_raster", color = "0.64 0.6 0.85", style="rounded"]; - 17[label = "retrieve_ship_raster", color = "0.64 0.6 0.85", style="rounded,dashed"]; - 18[label = "build_renewable_profiles\ntechnology: offwind-dc", color = "0.20 0.6 0.85", style="rounded"]; - 19[label = "retrieve_cost_data\nyear: 2030", color = "0.12 0.6 0.85", style="rounded"]; - 20[label = "build_powerplants", color = "0.23 0.6 0.85", style="rounded"]; - 21[label = 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-> 6 8 -> 7 - 10 -> 7 - 11 -> 7 - 9 -> 7 - 12 -> 7 - 13 -> 7 9 -> 8 - 10 -> 9 - 9 -> 12 - 8 -> 12 - 8 -> 14 + 12 -> 11 + 13 -> 11 + 7 -> 14 + 9 -> 14 10 -> 14 11 -> 14 - 9 -> 14 - 12 -> 14 + 8 -> 14 13 -> 14 - 8 -> 15 - 10 -> 15 - 11 -> 15 16 -> 15 - 9 -> 15 - 12 -> 15 - 13 -> 15 + 18 -> 15 17 -> 16 - 13 -> 16 - 8 -> 18 - 10 -> 18 - 11 -> 18 - 16 -> 18 - 9 -> 18 - 12 -> 18 - 13 -> 18 + 19 -> 18 + 23 -> 18 + 20 -> 19 + 23 -> 19 + 7 -> 19 + 21 -> 20 + 22 -> 20 + 6 -> 20 + 14 -> 20 + 7 -> 20 + 23 -> 20 + 24 -> 20 + 9 -> 20 + 25 -> 20 8 -> 20 - 22 -> 21 - 24 -> 23 - 19 -> 23 - 60 -> 23 - 25 -> 24 - 20 -> 24 - 5 -> 24 - 4 -> 24 - 35 -> 24 - 19 -> 24 - 58 -> 24 - 59 -> 24 + 7 -> 21 + 9 -> 21 + 10 -> 21 + 8 -> 21 + 13 -> 21 + 7 -> 22 + 9 -> 22 + 10 -> 22 + 8 -> 22 + 13 -> 22 + 7 -> 24 26 -> 25 - 29 -> 25 - 30 -> 25 - 32 -> 25 - 33 -> 25 - 34 -> 25 - 37 -> 25 - 38 -> 25 - 40 -> 25 - 19 -> 25 - 15 -> 25 - 18 -> 25 - 41 -> 25 - 5 -> 25 - 4 -> 25 - 35 -> 25 - 42 -> 25 - 43 -> 25 - 53 -> 25 - 55 -> 25 - 39 -> 25 - 56 -> 25 - 57 -> 25 - 58 -> 25 - 27 -> 26 - 4 -> 26 - 28 -> 27 - 28 -> 29 - 4 -> 29 - 31 -> 30 - 19 -> 30 - 4 -> 31 - 19 -> 31 - 9 -> 32 + 27 -> 25 + 17 -> 28 + 18 -> 28 + 30 -> 29 + 23 -> 29 + 18 -> 30 + 23 -> 30 33 -> 32 - 32 -> 34 - 35 -> 34 + 35 -> 32 + 8 -> 33 + 34 -> 33 + 31 -> 33 36 -> 35 - 4 -> 35 + 18 -> 35 13 -> 35 - 9 -> 36 + 8 -> 36 13 -> 36 - 9 -> 37 - 4 -> 37 - 32 -> 37 - 35 -> 38 - 34 -> 38 - 32 -> 38 + 38 -> 37 + 35 -> 37 33 -> 38 - 39 -> 38 - 36 -> 39 - 4 -> 39 - 13 -> 39 + 8 -> 39 + 18 -> 39 + 33 -> 39 + 35 -> 40 + 32 -> 40 33 -> 40 - 4 -> 40 - 10 -> 40 - 9 -> 40 - 33 -> 41 - 4 -> 41 - 36 -> 42 - 5 -> 42 - 13 -> 42 - 44 -> 43 - 49 -> 43 - 52 -> 43 - 45 -> 44 - 47 -> 44 - 48 -> 44 + 34 -> 40 + 41 -> 40 + 36 -> 41 + 18 -> 41 + 13 -> 41 + 34 -> 42 + 18 -> 42 + 9 -> 42 + 8 -> 42 + 34 -> 43 + 18 -> 43 + 36 -> 44 + 19 -> 44 + 13 -> 44 46 -> 45 - 33 -> 45 - 33 -> 46 - 33 -> 47 + 51 -> 45 + 54 -> 45 + 47 -> 46 + 49 -> 46 + 50 -> 46 48 -> 47 - 46 -> 48 - 33 -> 48 + 34 -> 47 + 34 -> 48 + 34 -> 49 50 -> 49 - 51 -> 49 - 4 -> 50 - 35 -> 50 - 33 -> 50 - 48 -> 51 - 50 -> 52 - 47 -> 52 - 54 -> 53 - 36 -> 54 - 4 -> 54 - 13 -> 54 - 32 -> 55 - 35 -> 55 + 48 -> 50 + 34 -> 50 + 31 -> 50 + 52 -> 51 + 53 -> 51 + 18 -> 52 + 35 -> 52 + 34 -> 52 + 50 -> 53 + 52 -> 54 + 49 -> 54 + 56 -> 55 36 -> 56 - 4 -> 56 + 18 -> 56 13 -> 56 - 36 -> 57 - 4 -> 57 - 13 -> 57 - 39 -> 58 - 56 -> 58 - 57 -> 58 - 35 -> 59 - 34 -> 59 - 55 -> 59 - 62 -> 61 - 65 -> 61 - 60 -> 61 - 7 -> 62 - 14 -> 62 - 15 -> 62 + 33 -> 57 + 35 -> 57 + 36 -> 58 + 18 -> 58 + 13 -> 58 + 36 -> 59 + 18 -> 59 + 13 -> 59 + 41 -> 60 + 58 -> 60 + 59 -> 60 + 36 -> 61 + 18 -> 61 + 13 -> 61 + 36 -> 62 18 -> 62 - 5 -> 62 - 4 -> 62 - 63 -> 62 - 23 -> 62 - 65 -> 62 - 58 -> 62 - 26 -> 63 - 29 -> 63 - 30 -> 63 - 32 -> 63 - 33 -> 63 - 34 -> 63 - 37 -> 63 - 38 -> 63 - 64 -> 63 - 65 -> 63 - 15 -> 63 + 13 -> 62 + 36 -> 63 18 -> 63 - 41 -> 63 - 5 -> 63 - 4 -> 63 - 35 -> 63 - 42 -> 63 - 66 -> 63 - 53 -> 63 - 70 -> 63 - 39 -> 63 - 56 -> 63 - 57 -> 63 - 58 -> 63 - 33 -> 64 - 4 -> 64 - 10 -> 64 - 9 -> 64 + 13 -> 63 + 35 -> 64 + 32 -> 64 + 57 -> 64 + 66 -> 65 + 69 -> 65 + 21 -> 66 + 22 -> 66 + 6 -> 66 + 14 -> 66 + 19 -> 66 + 18 -> 66 67 -> 66 - 68 -> 66 - 52 -> 66 - 45 -> 67 - 47 -> 67 - 48 -> 67 - 50 -> 68 - 69 -> 68 - 48 -> 69 - 32 -> 70 - 35 -> 70 - 72 -> 71 - 75 -> 71 - 60 -> 71 - 7 -> 72 - 14 -> 72 - 15 -> 72 - 18 -> 72 - 5 -> 72 - 4 -> 72 + 3 -> 66 + 69 -> 66 + 60 -> 66 + 6 -> 67 + 14 -> 67 + 15 -> 67 + 28 -> 67 + 29 -> 67 + 31 -> 67 + 32 -> 67 + 37 -> 67 + 39 -> 67 + 40 -> 67 + 33 -> 67 + 34 -> 67 + 68 -> 67 + 69 -> 67 + 43 -> 67 + 19 -> 67 + 18 -> 67 + 35 -> 67 + 44 -> 67 + 70 -> 67 + 55 -> 67 + 74 -> 67 + 41 -> 67 + 58 -> 67 + 59 -> 67 + 60 -> 67 + 61 -> 67 + 62 -> 67 + 63 -> 67 + 34 -> 68 + 18 -> 68 + 9 -> 68 + 8 -> 68 + 71 -> 70 + 72 -> 70 + 54 -> 70 + 47 -> 71 + 49 -> 71 + 50 -> 71 + 52 -> 72 73 -> 72 - 61 -> 72 - 75 -> 72 - 58 -> 72 - 26 -> 73 - 29 -> 73 - 30 -> 73 - 32 -> 73 - 33 -> 73 - 34 -> 73 - 37 -> 73 - 38 -> 73 - 74 -> 73 - 75 -> 73 - 15 -> 73 - 18 -> 73 - 41 -> 73 - 5 -> 73 - 4 -> 73 - 35 -> 73 - 42 -> 73 - 76 -> 73 - 53 -> 73 - 80 -> 73 - 39 -> 73 - 56 -> 73 - 57 -> 73 - 58 -> 73 + 50 -> 73 33 -> 74 - 4 -> 74 - 10 -> 74 - 9 -> 74 + 35 -> 74 + 76 -> 75 + 79 -> 75 + 21 -> 76 + 22 -> 76 + 6 -> 76 + 14 -> 76 + 19 -> 76 + 18 -> 76 77 -> 76 - 78 -> 76 - 52 -> 76 - 45 -> 77 - 47 -> 77 - 48 -> 77 - 50 -> 78 - 79 -> 78 - 48 -> 79 - 32 -> 80 - 35 -> 80 - 23 -> 81 - 4 -> 81 - 61 -> 82 - 4 -> 82 - 71 -> 83 - 4 -> 83 - 23 -> 84 - 4 -> 84 - 61 -> 85 - 4 -> 85 - 71 -> 86 - 4 -> 86 + 65 -> 76 + 79 -> 76 + 60 -> 76 + 6 -> 77 + 14 -> 77 + 15 -> 77 + 28 -> 77 + 29 -> 77 + 31 -> 77 + 32 -> 77 + 37 -> 77 + 39 -> 77 + 40 -> 77 + 33 -> 77 + 34 -> 77 + 78 -> 77 + 79 -> 77 + 43 -> 77 + 19 -> 77 + 18 -> 77 + 35 -> 77 + 44 -> 77 + 80 -> 77 + 55 -> 77 + 84 -> 77 + 41 -> 77 + 58 -> 77 + 59 -> 77 + 60 -> 77 + 61 -> 77 + 62 -> 77 + 63 -> 77 + 34 -> 78 + 18 -> 78 + 9 -> 78 + 8 -> 78 + 81 -> 80 + 82 -> 80 + 54 -> 80 + 47 -> 81 + 49 -> 81 + 50 -> 81 + 52 -> 82 + 83 -> 82 + 50 -> 83 + 33 -> 84 + 35 -> 84 + 18 -> 85 + 3 -> 86 + 18 -> 86 + 65 -> 87 + 18 -> 87 + 75 -> 88 + 18 -> 88 + 3 -> 89 + 18 -> 89 + 65 -> 90 + 18 -> 90 + 75 -> 91 + 18 -> 91 } | diff --git a/scripts/base_network.py b/scripts/base_network.py index 1598568e..d8e1fb4a 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -59,8 +59,19 @@ Outputs .. image:: img/base.png :scale: 33 % +- ``resources/regions_onshore.geojson``: + + .. image:: img/regions_onshore.png + :scale: 33 % + +- ``resources/regions_offshore.geojson``: + + .. image:: img/regions_offshore.png + :scale: 33 % + Description ----------- +Creates the network topology from an ENTSO-E map extract, and create Voronoi shapes for each bus representing both onshore and offshore regions. """ import logging From fad5dd49d54bb2890a4d014e8d702a21e8edd60b Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Mon, 6 May 2024 09:03:37 +0200 Subject: [PATCH 082/164] Fix last workflow image to reflect removal of `build_bus_regions` --- doc/img/workflow.png | Bin 0 -> 716250 bytes doc/index.rst | 2 +- graphics/workflow.png | Bin 680340 -> 0 bytes 3 files changed, 1 insertion(+), 1 deletion(-) create mode 100644 doc/img/workflow.png delete mode 100644 graphics/workflow.png diff --git a/doc/img/workflow.png b/doc/img/workflow.png new file mode 100644 index 0000000000000000000000000000000000000000..96ce7f378295fc0d71048e051bc10daf53742759 GIT binary patch literal 716250 zcmaI82|SeT7e730T4YO+y-+G^C6ukjl89D>ERiL9iLnhOON1g+mMN0TntdBPlf)$1 zcaj*}*k+g+-g7I@^Zfqr|9$6~Pmf{l`@Zh$I_G=7=X=g|Kfa``&a{Jj2MUE^(m1bj z1%+ZEpim6*+Zf_)k?7r=q&%|;gEZwX;iam={BuB$XyvJU~6Q{n; zf1Mb;+S=-ZSVS0uuI>~J3WbeHz6 z#nyTFIMMm-FY$~2p1v*m3Emug5Shk-ioNPJqXPOt;r;iH@Fx&2dY+ni<0bK!2YVxY 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Relevant Settings ----------------- From 282a6792dea9bf9d8fa7beabd093cfd3468d6b80 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 6 May 2024 10:00:19 +0200 Subject: [PATCH 084/164] move all graphics to doc/img --- .reuse/dep5 | 4 ---- README.md | 2 +- .../img}/Heat_and_el_demand_timeseries.png | Bin {graphics => doc/img}/demand-map-heat.png | Bin .../img}/fec_industry_today_tomorrow.png | Bin {graphics => doc/img}/gas_pipeline_figure.png | Bin {graphics => doc/img}/hotmaps.png | Bin {graphics => doc/img}/multisector_figure.pdf | Bin {graphics => doc/img}/multisector_figure.png | Bin {graphics => doc/img}/multisector_figure.svg | 0 {graphics => doc/img}/process-emissions.png | Bin ...n_production_bar_elec_s_37_ec_lv1.0_Ept.png | Bin ...l_operation_area_elec_s_37_ec_lv1.0_Ept.png | Bin {graphics => doc/img}/workflow.png | Bin doc/index.rst | 4 ++-- doc/spatial_resolution.rst | 4 ++-- doc/supply_demand.rst | 14 +++++++------- doc/validation.rst | 4 ++-- graphics/elec_s_37.png | Bin 555891 -> 0 bytes graphics/elec_s_512.png | Bin 998069 -> 0 bytes 20 files changed, 14 insertions(+), 18 deletions(-) rename {graphics => doc/img}/Heat_and_el_demand_timeseries.png (100%) rename {graphics => doc/img}/demand-map-heat.png (100%) rename {graphics => doc/img}/fec_industry_today_tomorrow.png (100%) rename {graphics => doc/img}/gas_pipeline_figure.png (100%) rename {graphics => doc/img}/hotmaps.png (100%) rename {graphics => doc/img}/multisector_figure.pdf (100%) rename {graphics => doc/img}/multisector_figure.png (100%) rename {graphics => doc/img}/multisector_figure.svg (100%) rename {graphics => doc/img}/process-emissions.png (100%) rename {graphics => doc/img}/validation_production_bar_elec_s_37_ec_lv1.0_Ept.png (100%) rename {graphics => doc/img}/validation_seasonal_operation_area_elec_s_37_ec_lv1.0_Ept.png (100%) rename {graphics => doc/img}/workflow.png (100%) delete mode 100644 graphics/elec_s_37.png delete mode 100644 graphics/elec_s_512.png diff --git a/.reuse/dep5 b/.reuse/dep5 index 27edd808..a40d090a 100644 --- a/.reuse/dep5 +++ b/.reuse/dep5 @@ -30,7 +30,3 @@ License: CC0-1.0 Files: borg-it Copyright: 2017-2024 The PyPSA-Eur Authors License: CC0-1.0 - -Files: graphics/* -Copyright: 2017-2024 The PyPSA-Eur Authors -License: CC-BY-4.0 diff --git a/README.md b/README.md index b4c03574..d5a72b77 100644 --- a/README.md +++ b/README.md @@ -80,7 +80,7 @@ all greenhouse gas emitters except waste management and land use. This diagram gives an overview of the sectors and the links between them: -![sector diagram](graphics/multisector_figure.png) +![sector diagram](doc/img/multisector_figure.png) Each of these sectors is built up on the transmission network nodes from [PyPSA-Eur](https://github.com/PyPSA/pypsa-eur): diff --git a/graphics/Heat_and_el_demand_timeseries.png b/doc/img/Heat_and_el_demand_timeseries.png similarity index 100% rename from graphics/Heat_and_el_demand_timeseries.png rename to doc/img/Heat_and_el_demand_timeseries.png diff --git a/graphics/demand-map-heat.png b/doc/img/demand-map-heat.png similarity index 100% rename from graphics/demand-map-heat.png rename to doc/img/demand-map-heat.png diff --git a/graphics/fec_industry_today_tomorrow.png b/doc/img/fec_industry_today_tomorrow.png similarity index 100% rename from graphics/fec_industry_today_tomorrow.png rename to doc/img/fec_industry_today_tomorrow.png diff --git a/graphics/gas_pipeline_figure.png b/doc/img/gas_pipeline_figure.png similarity index 100% rename from graphics/gas_pipeline_figure.png rename to doc/img/gas_pipeline_figure.png diff --git a/graphics/hotmaps.png b/doc/img/hotmaps.png similarity index 100% rename from graphics/hotmaps.png rename to doc/img/hotmaps.png diff --git a/graphics/multisector_figure.pdf b/doc/img/multisector_figure.pdf similarity index 100% rename from graphics/multisector_figure.pdf rename to doc/img/multisector_figure.pdf diff --git a/graphics/multisector_figure.png b/doc/img/multisector_figure.png similarity index 100% rename from graphics/multisector_figure.png rename to doc/img/multisector_figure.png diff --git a/graphics/multisector_figure.svg b/doc/img/multisector_figure.svg similarity index 100% rename from graphics/multisector_figure.svg rename to doc/img/multisector_figure.svg diff --git a/graphics/process-emissions.png b/doc/img/process-emissions.png similarity index 100% rename from graphics/process-emissions.png rename to doc/img/process-emissions.png diff --git a/graphics/validation_production_bar_elec_s_37_ec_lv1.0_Ept.png b/doc/img/validation_production_bar_elec_s_37_ec_lv1.0_Ept.png similarity index 100% rename from graphics/validation_production_bar_elec_s_37_ec_lv1.0_Ept.png rename to doc/img/validation_production_bar_elec_s_37_ec_lv1.0_Ept.png diff --git a/graphics/validation_seasonal_operation_area_elec_s_37_ec_lv1.0_Ept.png b/doc/img/validation_seasonal_operation_area_elec_s_37_ec_lv1.0_Ept.png similarity index 100% rename from graphics/validation_seasonal_operation_area_elec_s_37_ec_lv1.0_Ept.png rename to doc/img/validation_seasonal_operation_area_elec_s_37_ec_lv1.0_Ept.png diff --git a/graphics/workflow.png b/doc/img/workflow.png similarity index 100% rename from graphics/workflow.png rename to doc/img/workflow.png diff --git a/doc/index.rst b/doc/index.rst index 07ee28d1..90114aca 100644 --- a/doc/index.rst +++ b/doc/index.rst @@ -74,7 +74,7 @@ greenhouse gas emitters except waste management, agriculture, forestry and land use. The diagram below gives an overview of the sectors and the links between them: -.. image:: ../graphics/multisector_figure.png +.. image:: ../doc/img/multisector_figure.png :width: 70% :align: center @@ -135,7 +135,7 @@ as part of the `Stromnetze Research Initiative Workflow ======== -.. image:: ../graphics/workflow.png +.. image:: ../doc/img/workflow.png :class: full-width :align: center diff --git a/doc/spatial_resolution.rst b/doc/spatial_resolution.rst index 20158ab6..b686e8ed 100644 --- a/doc/spatial_resolution.rst +++ b/doc/spatial_resolution.rst @@ -15,11 +15,11 @@ The total number of nodes for Europe is set in the ``config/config.yaml`` file u Exemplary unsolved network clustered to 512 nodes: -.. image:: ../graphics/elec_s_512.png +.. image:: ../doc/img/elec_s_512.png Exemplary unsolved network clustered to 37 nodes: -.. image:: ../graphics/elec_s_37.png +.. image:: ../doc/img/elec_s_37.png The total number of nodes for Europe is set in the ``config/config.yaml`` file under `clusters `__. The number of nodes can vary between 37, the number of independent countries/synchronous areas, and several hundred. With 200-300 nodes, the model needs 100-150 GB RAM to solve with a commercial solver like Gurobi. Not all of the sectors are at the full nodal resolution, and some demand for some sectors is distributed to nodes using heuristics that need to be corrected. Some networks are copper-plated to reduce computational times. diff --git a/doc/supply_demand.rst b/doc/supply_demand.rst index cc598aaf..9ed0dc78 100644 --- a/doc/supply_demand.rst +++ b/doc/supply_demand.rst @@ -18,7 +18,7 @@ management, carbon capture and usage/sequestration, and gas networks. The basic supply (left column) and demand (right column) options in the model are described in this figure: -.. image:: ../graphics/multisector_figure.png +.. image:: ../doc/img/multisector_figure.png .. _Electricity supply and demand: @@ -72,11 +72,11 @@ For every country, heat demand is split between low and high population density Cooling is electrified and is included in the electricity demand. Cooling demand is assumed to remain at current levels. An example of regional distribution of the total heat demand for network 181 regions is depicted below. -.. image:: ../graphics/demand-map-heat.png +.. image:: ../doc/img/demand-map-heat.png As below figure shows, the current total heat demand in Europe is similar to the total electricity demand but features much more pronounced seasonal variations. The current total building heating demand in Europe adds up to 3084 TWh/a of which 78% occurs in urban areas. -.. image:: ../graphics/Heat_and_el_demand_timeseries.png +.. image:: ../doc/img/Heat_and_el_demand_timeseries.png In practice, in PyPSA-Eur-Sec, there are heat demand buses to which the corresponding heat demands are added. @@ -269,7 +269,7 @@ The existing European gas transmission network is represented based on the SciGR The following figure shows the unclustered European gas transmission network based on the SciGRID Gas IGGIELGN dataset. Pipelines are color-coded by estimated capacities. Markers indicate entry-points, sites of fossil resource extraction, and LNG terminals. -.. image:: ../graphics/gas_pipeline_figure.png +.. image:: ../doc/img/gas_pipeline_figure.png .. _Biomass supply: @@ -374,7 +374,7 @@ Where process heat is required, our approach depends on the necessary temperatur The following figure shows the final consumption of energy and non-energy feedstocks in industry today in comparison to the scenario in 2050 assumed in `Neumann et al `__. -.. image:: ../graphics/fec_industry_today_tomorrow.png +.. image:: ../doc/img/fec_industry_today_tomorrow.png The following figure shows the process emissions in industry today (top bar) and in 2050 without @@ -383,12 +383,12 @@ carbon capture (bottom bar) assumed in `Neumann et al `__, which is illustrated in the figure below. This open database includes georeferenced industrial sites of energy-intensive industry sectors in EU28, including cement, basic chemicals, glass, iron and steel, non-ferrous metals, non-metallic minerals, paper, and refineries subsectors. The use of this spatial dataset enables the calculation of regional and process-specific energy demands. This approach assumes that there will be no significant migration of energy-intensive industries. -.. image:: ../graphics/hotmaps.png +.. image:: ../doc/img/hotmaps.png .. _Iron and Steel: diff --git a/doc/validation.rst b/doc/validation.rst index afe7a7f3..bfc8e40b 100644 --- a/doc/validation.rst +++ b/doc/validation.rst @@ -29,11 +29,11 @@ Results By the time of writing the comparison with the historical data shows partially accurate, partially improvable results. 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zPfVnPGv?OfAV4T1)xOYY0+d%ECfulFfqwzJ#HQ(W*y!fKaDXlZXasa2U`Gft1>!7U zo+KnBK+o@F2dLo!cs}>E0hGn?H8nzU${^kZpSrMsKr4a~NM&W^<%<_*7Z;xfIjMlS zQB?D>+dsOy*Y~e9KrIYdDTx$l_(+n#T}T7y0K)H}p$glRvxkSCrY0yw=do!eQqZy? z18bDU6AAE!mN#L8fZ=M&*I*8`Uca4{v5gI3=5Xk;URfRgzNY!58VW8T*9&tNYVLb` zdw?wi`>vnkIPGD>PIxSE>3@!l5a$yeN2BmFP z2RH>yN*C0}AxY}()k#smDJ=~yW1u+)R{_-EnwqA*V5jka(~XqYe{gpSD4mm1k^k@i a-K4qSK)tr7S@e)}ISO}GWpj~cFa8&|wWx3a From 98d54de8e6f544f62ea001f9f45fd3e302b45b09 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 6 May 2024 10:03:46 +0200 Subject: [PATCH 085/164] simplify image paths --- doc/index.rst | 2 +- doc/spatial_resolution.rst | 4 ++-- doc/supply_demand.rst | 14 +++++++------- doc/validation.rst | 4 ++-- 4 files changed, 12 insertions(+), 12 deletions(-) diff --git a/doc/index.rst b/doc/index.rst index 840b6208..e23744e1 100644 --- a/doc/index.rst +++ b/doc/index.rst @@ -74,7 +74,7 @@ greenhouse gas emitters except waste management, agriculture, forestry and land use. The diagram below gives an overview of the sectors and the links between them: -.. image:: ../doc/img/multisector_figure.png +.. image:: img/multisector_figure.png :width: 70% :align: center diff --git a/doc/spatial_resolution.rst b/doc/spatial_resolution.rst index b686e8ed..76228ad8 100644 --- a/doc/spatial_resolution.rst +++ b/doc/spatial_resolution.rst @@ -15,11 +15,11 @@ The total number of nodes for Europe is set in the ``config/config.yaml`` file u Exemplary unsolved network clustered to 512 nodes: -.. image:: ../doc/img/elec_s_512.png +.. image:: img/elec_s_512.png Exemplary unsolved network clustered to 37 nodes: -.. image:: ../doc/img/elec_s_37.png +.. image:: img/elec_s_37.png The total number of nodes for Europe is set in the ``config/config.yaml`` file under `clusters `__. The number of nodes can vary between 37, the number of independent countries/synchronous areas, and several hundred. With 200-300 nodes, the model needs 100-150 GB RAM to solve with a commercial solver like Gurobi. Not all of the sectors are at the full nodal resolution, and some demand for some sectors is distributed to nodes using heuristics that need to be corrected. Some networks are copper-plated to reduce computational times. diff --git a/doc/supply_demand.rst b/doc/supply_demand.rst index 9ed0dc78..6015879b 100644 --- a/doc/supply_demand.rst +++ b/doc/supply_demand.rst @@ -18,7 +18,7 @@ management, carbon capture and usage/sequestration, and gas networks. The basic supply (left column) and demand (right column) options in the model are described in this figure: -.. image:: ../doc/img/multisector_figure.png +.. image:: img/multisector_figure.png .. _Electricity supply and demand: @@ -72,11 +72,11 @@ For every country, heat demand is split between low and high population density Cooling is electrified and is included in the electricity demand. Cooling demand is assumed to remain at current levels. An example of regional distribution of the total heat demand for network 181 regions is depicted below. -.. image:: ../doc/img/demand-map-heat.png +.. image:: img/demand-map-heat.png As below figure shows, the current total heat demand in Europe is similar to the total electricity demand but features much more pronounced seasonal variations. The current total building heating demand in Europe adds up to 3084 TWh/a of which 78% occurs in urban areas. -.. image:: ../doc/img/Heat_and_el_demand_timeseries.png +.. image:: img/Heat_and_el_demand_timeseries.png In practice, in PyPSA-Eur-Sec, there are heat demand buses to which the corresponding heat demands are added. @@ -269,7 +269,7 @@ The existing European gas transmission network is represented based on the SciGR The following figure shows the unclustered European gas transmission network based on the SciGRID Gas IGGIELGN dataset. Pipelines are color-coded by estimated capacities. Markers indicate entry-points, sites of fossil resource extraction, and LNG terminals. -.. image:: ../doc/img/gas_pipeline_figure.png +.. image:: img/gas_pipeline_figure.png .. _Biomass supply: @@ -374,7 +374,7 @@ Where process heat is required, our approach depends on the necessary temperatur The following figure shows the final consumption of energy and non-energy feedstocks in industry today in comparison to the scenario in 2050 assumed in `Neumann et al `__. -.. image:: ../doc/img/fec_industry_today_tomorrow.png +.. image:: img/fec_industry_today_tomorrow.png The following figure shows the process emissions in industry today (top bar) and in 2050 without @@ -383,12 +383,12 @@ carbon capture (bottom bar) assumed in `Neumann et al `__, which is illustrated in the figure below. This open database includes georeferenced industrial sites of energy-intensive industry sectors in EU28, including cement, basic chemicals, glass, iron and steel, non-ferrous metals, non-metallic minerals, paper, and refineries subsectors. The use of this spatial dataset enables the calculation of regional and process-specific energy demands. This approach assumes that there will be no significant migration of energy-intensive industries. -.. image:: ../doc/img/hotmaps.png +.. image:: img/hotmaps.png .. _Iron and Steel: diff --git a/doc/validation.rst b/doc/validation.rst index bfc8e40b..b32a786d 100644 --- a/doc/validation.rst +++ b/doc/validation.rst @@ -29,11 +29,11 @@ Results By the time of writing the comparison with the historical data shows partially accurate, partially improvable results. The following figures show the comparison of the dispatch of the different carriers. -.. image:: ../doc/img/validation_seasonal_operation_area_elec_s_37_ec_lv1.0_Ept.png +.. image:: img/validation_seasonal_operation_area_elec_s_37_ec_lv1.0_Ept.png :width: 100% :align: center -.. image:: ../doc/img/validation_production_bar_elec_s_37_ec_lv1.0_Ept.png +.. image:: img/validation_production_bar_elec_s_37_ec_lv1.0_Ept.png :width: 100% :align: center From 97035092acc13c87b5cd56b7e9e8d96bf0887439 Mon Sep 17 00:00:00 2001 From: Johannes Schmidt Date: Mon, 6 May 2024 13:20:53 +0200 Subject: [PATCH 086/164] Fix approximate_missing_eia_stats Function crasehd when 'ET' or 'PT' not present in list of countries. --- scripts/build_hydro_profile.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/scripts/build_hydro_profile.py b/scripts/build_hydro_profile.py index cd51ce90..f1e56532 100644 --- a/scripts/build_hydro_profile.py +++ b/scripts/build_hydro_profile.py @@ -139,7 +139,8 @@ def approximate_missing_eia_stats(eia_stats, runoff_fn, countries): runoff.index = runoff.index.astype(int) # fix outliers; exceptional floods in 1977-1979 in ES & PT - runoff.loc[1978, ["ES", "PT"]] = runoff.loc[1979, ["ES", "PT"]] + if ("ES" and "PT") in runoff: + runoff.loc[1978, ["ES", "PT"]] = runoff.loc[1979, ["ES", "PT"]] runoff_eia = runoff.loc[eia_stats.index] From 315f5ef64ffd701083b10b4c4f11b49473bb9826 Mon Sep 17 00:00:00 2001 From: Johannes Schmidt Date: Mon, 6 May 2024 13:25:13 +0200 Subject: [PATCH 087/164] Update release_notes.rst with hydro bugfix --- doc/release_notes.rst | 2 ++ 1 file changed, 2 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index dbc857bc..f65f4cf2 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -172,6 +172,8 @@ Upcoming Release * Bugfix: allow modelling sector-coupled landlocked regions. (Fixed handling of offshore wind.) +* Bugfix: approximation of hydro power generation if Portugal or Spain are not included works now. + * Adapt the disabling of transmission expansion in myopic foresight optimisations when limit is already reached to also handle cost limits. * Fix duplicated years and grouping years reference in `add_land_use_constraint_m`. From 9d36d2bc9b76bf25fa927d63173f6cb4b1226f62 Mon Sep 17 00:00:00 2001 From: Johannes Schmidt Date: Mon, 6 May 2024 13:37:32 +0200 Subject: [PATCH 088/164] Fix copy_timeslice copy timeslice would add data although country not present in load --- scripts/build_electricity_demand.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_electricity_demand.py b/scripts/build_electricity_demand.py index 7615bbc6..fc8af372 100755 --- a/scripts/build_electricity_demand.py +++ b/scripts/build_electricity_demand.py @@ -129,7 +129,7 @@ def copy_timeslice(load, cntry, start, stop, delta, fn_load=None): load.loc[start:stop, cntry] = load.loc[ start - delta : stop - delta, cntry ].values - elif fn_load is not None: + elif fn_load is not None and cntry in load: duration = pd.date_range(freq="h", start=start - delta, end=stop - delta) load_raw = load_timeseries(fn_load, duration, [cntry]) load.loc[start:stop, cntry] = load_raw.loc[ From a184f159c0653eaae71d6d64b634af0c60b4f9d1 Mon Sep 17 00:00:00 2001 From: Johannes Schmidt Date: Mon, 6 May 2024 13:38:36 +0200 Subject: [PATCH 089/164] Update release_notes.rst --- doc/release_notes.rst | 2 ++ 1 file changed, 2 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index f65f4cf2..b73b56f8 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -174,6 +174,8 @@ Upcoming Release * Bugfix: approximation of hydro power generation if Portugal or Spain are not included works now. +* Bugfix: copy_timeslice does not copy anymore, if country not present in load data. + * Adapt the disabling of transmission expansion in myopic foresight optimisations when limit is already reached to also handle cost limits. * Fix duplicated years and grouping years reference in `add_land_use_constraint_m`. From 3b77b4a370c869d927bf9710c0aeee34a48d7663 Mon Sep 17 00:00:00 2001 From: Johannes Schmidt Date: Mon, 6 May 2024 18:46:04 +0200 Subject: [PATCH 090/164] Fix that code works if either ES or PT is present --- scripts/build_hydro_profile.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/scripts/build_hydro_profile.py b/scripts/build_hydro_profile.py index f1e56532..ed3bbd1d 100644 --- a/scripts/build_hydro_profile.py +++ b/scripts/build_hydro_profile.py @@ -139,8 +139,10 @@ def approximate_missing_eia_stats(eia_stats, runoff_fn, countries): runoff.index = runoff.index.astype(int) # fix outliers; exceptional floods in 1977-1979 in ES & PT - if ("ES" and "PT") in runoff: - runoff.loc[1978, ["ES", "PT"]] = runoff.loc[1979, ["ES", "PT"]] + if "ES" in runoff: + runoff.loc[1978, ["ES"]] = runoff.loc[1979, ["ES"]] + if "PT" in runoff: + runoff.loc[1978, ["PT"]] = runoff.loc[1979, ["PT"]] runoff_eia = runoff.loc[eia_stats.index] From ff99db5cb5bf3a703d546a50961b23b5231421ed Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 7 May 2024 10:53:07 +0200 Subject: [PATCH 091/164] Update scripts/build_hydro_profile.py --- scripts/build_hydro_profile.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/scripts/build_hydro_profile.py b/scripts/build_hydro_profile.py index ed3bbd1d..6a0315c7 100644 --- a/scripts/build_hydro_profile.py +++ b/scripts/build_hydro_profile.py @@ -140,9 +140,9 @@ def approximate_missing_eia_stats(eia_stats, runoff_fn, countries): # fix outliers; exceptional floods in 1977-1979 in ES & PT if "ES" in runoff: - runoff.loc[1978, ["ES"]] = runoff.loc[1979, ["ES"]] + runoff.loc[1978, "ES"] = runoff.loc[1979, "ES"] if "PT" in runoff: - runoff.loc[1978, ["PT"]] = runoff.loc[1979, ["PT"]] + runoff.loc[1978, "PT"] = runoff.loc[1979, "PT"] runoff_eia = runoff.loc[eia_stats.index] From 25df71a5126ad80d520c3a87e324927ca26bac5d Mon Sep 17 00:00:00 2001 From: Philipp Glaum Date: Fri, 10 May 2024 17:37:42 +0200 Subject: [PATCH 092/164] [no ci] 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 b73b56f8..3158489e 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -9,6 +9,8 @@ Release Notes Upcoming Release ================ +* Add floating wind technology for water depths below 60m + * Group existing capacities to the earlier grouping_year for consistency with optimized capacities. * bugfix: installed heating capacities were 5% lower than existing heating capacities From f21c6f5e9ceb706f2bacf4a6cb57cf7b97c6ede2 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Sun, 12 May 2024 15:40:20 +0200 Subject: [PATCH 093/164] use master version of workflow graphic --- doc/img/workflow.png | Bin 680340 -> 716250 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/doc/img/workflow.png b/doc/img/workflow.png index 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ztw}Y+Qo`kOY!#jIG~}v7QB;6Zyl@!rxA7-M%`D`87OGiO#;1ke$t^tW%-=AWhke$&16KiTMzd;kCd From 1b1b4528bf785dc2262c4588b06089ce1e47d9fd Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Sun, 12 May 2024 13:53:36 +0000 Subject: [PATCH 094/164] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- doc/tutorial.rst | 2 +- doc/tutorial_sector.rst | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/tutorial.rst b/doc/tutorial.rst index b587e895..70c4c9e9 100644 --- a/doc/tutorial.rst +++ b/doc/tutorial.rst @@ -201,7 +201,7 @@ This triggers a workflow of multiple preceding jobs that depend on each rule's i 7 -> 18 20 -> 19 21 -> 19 - } + } | diff --git a/doc/tutorial_sector.rst b/doc/tutorial_sector.rst index 464d9f42..67b65a3e 100644 --- a/doc/tutorial_sector.rst +++ b/doc/tutorial_sector.rst @@ -829,7 +829,7 @@ workflow: 17 -> 88 73 -> 89 17 -> 89 - } + } | From 4dc350cbde6c760650a61f90cc49cae694514894 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Sun, 12 May 2024 16:10:02 +0200 Subject: [PATCH 095/164] use raw not blob github link --- 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 60308999..bc7cfd42 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -565,7 +565,7 @@ rule build_industrial_distribution_key: regions_onshore=resources("regions_onshore_elec_s{simpl}_{clusters}.geojson"), clustered_pop_layout=resources("pop_layout_elec_s{simpl}_{clusters}.csv"), hotmaps_industrial_database=storage( - "https://gitlab.com/hotmaps/industrial_sites/industrial_sites_Industrial_Database/-/blob/master/data/Industrial_Database.csv", + "https://gitlab.com/hotmaps/industrial_sites/industrial_sites_Industrial_Database/-/raw/master/data/Industrial_Database.csv", keep_local=True, ), output: From 2b0303e913e5c6de86bbab4140ad3c3aba35f4c8 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Sun, 12 May 2024 18:06:50 +0200 Subject: [PATCH 096/164] bump powerplantmatching to 0.5.15 --- doc/release_notes.rst | 3 +++ envs/environment.yaml | 2 +- 2 files changed, 4 insertions(+), 1 deletion(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index b73b56f8..9e9a4fa7 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -9,6 +9,9 @@ Release Notes Upcoming Release ================ + +* Bump minimum ``powerplantmatching`` version to v0.5.15. + * Group existing capacities to the earlier grouping_year for consistency with optimized capacities. * bugfix: installed heating capacities were 5% lower than existing heating capacities diff --git a/envs/environment.yaml b/envs/environment.yaml index cbb1a364..58835603 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -25,7 +25,7 @@ dependencies: - yaml - pytables - lxml -- powerplantmatching>=0.5.13 +- powerplantmatching>=0.5.15 - numpy - pandas>=2.1 - geopandas>=0.11.0 From a16b74f68acfe6668cc6b5a5781bfea7ae414a66 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 13 May 2024 10:04:05 +0200 Subject: [PATCH 097/164] Update config/config.default.yaml --- config/config.default.yaml | 1 - 1 file changed, 1 deletion(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index dad45cba..9c838493 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -233,7 +233,6 @@ renewable: excluder_resolution: 200 min_depth: 60 max_depth: 1000 - potential: simple # or conservative clip_p_max_pu: 1.e-2 solar: cutout: europe-2013-sarah From e023872d44467cfc09ea6727ff6ad9167432035d Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 13 May 2024 10:50:24 +0200 Subject: [PATCH 098/164] stop using wildcard by default --- config/config.default.yaml | 10 ++++------ config/config.entsoe-all.yaml | 2 +- config/test/config.electricity.yaml | 5 ++++- config/test/config.myopic.yaml | 7 ++++++- config/test/config.overnight.yaml | 7 ++++++- config/test/config.perfect.yaml | 7 ++++++- config/test/config.scenarios.yaml | 2 +- doc/configtables/sector-opts.csv | 2 +- doc/introduction.rst | 4 ++-- doc/release_notes.rst | 2 ++ doc/supply_demand.rst | 4 ++-- doc/tutorial.rst | 12 ++++++------ doc/wildcards.rst | 4 ++-- scripts/prepare_sector_network.py | 2 +- 14 files changed, 44 insertions(+), 26 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index b32031ea..5664f6e9 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -38,17 +38,15 @@ scenario: simpl: - '' ll: - - v1.5 + - vopt clusters: - 37 - 128 - 256 - - 512 - - 1024 opts: - '' sector_opts: - - Co2L0-3H-T-H-B-I-A-dist1 + - '' planning_horizons: # - 2020 # - 2030 @@ -91,8 +89,8 @@ electricity: voltages: [220., 300., 380., 500., 750.] gaslimit_enable: false gaslimit: false - co2limit_enable: false - co2limit: 7.75e+7 + co2limit_enable: true + co2limit: 0. co2base: 1.487e+9 agg_p_nom_limits: data/agg_p_nom_minmax.csv diff --git a/config/config.entsoe-all.yaml b/config/config.entsoe-all.yaml index 85eedb64..b26ea128 100644 --- a/config/config.entsoe-all.yaml +++ b/config/config.entsoe-all.yaml @@ -29,7 +29,7 @@ countries: ['AL', 'AT', 'BA', 'BE', 'BG', 'CH', 'CZ', 'DE', 'DK', 'EE', 'ES', 'F electricity: custom_powerplants: true - co2limit: 9.59e+7 + co2limit: 0 co2base: 1.918e+9 lines: diff --git a/config/test/config.electricity.yaml b/config/test/config.electricity.yaml index 979453cc..6fdb018f 100644 --- a/config/test/config.electricity.yaml +++ b/config/test/config.electricity.yaml @@ -15,7 +15,7 @@ scenario: clusters: - 5 opts: - - Co2L-24h + - '' countries: ['BE'] @@ -24,6 +24,7 @@ snapshots: end: "2013-03-08" electricity: + co2limit_enable: true co2limit: 100.e+6 extendable_carriers: @@ -63,6 +64,8 @@ renewable: clustering: exclude_carriers: ["OCGT", "offwind-ac", "coal"] + temporal: + resolution_elec: 24h lines: dynamic_line_rating: diff --git a/config/test/config.myopic.yaml b/config/test/config.myopic.yaml index a9335046..a44757ae 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-dist1 + - '' planning_horizons: - 2030 - 2040 @@ -34,6 +34,7 @@ sector: central_heat_vent: true electricity: + co2limit_enable: true co2limit: 100.e+6 extendable_carriers: @@ -69,6 +70,10 @@ renewable: solar: cutout: be-03-2013-era5 +clustering: + temporal: + resolution_sector: 24h + industry: St_primary_fraction: 2030: 0.6 diff --git a/config/test/config.overnight.yaml b/config/test/config.overnight.yaml index b02c0449..4ab03371 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-dist1 + - '' planning_horizons: - 2030 @@ -28,6 +28,7 @@ snapshots: end: "2013-03-08" electricity: + co2limit_enable: true co2limit: 100.e+6 extendable_carriers: @@ -63,6 +64,10 @@ renewable: solar: cutout: be-03-2013-era5 +clustering: + temporal: + resolution_sector: 24h + sector: gas_network: true H2_retrofit: true diff --git a/config/test/config.perfect.yaml b/config/test/config.perfect.yaml index 7fbfb630..4eacd945 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 + - '' planning_horizons: - 2030 - 2040 @@ -31,6 +31,7 @@ snapshots: end: "2013-03-08" electricity: + co2limit_enable: true co2limit: 100.e+6 extendable_carriers: @@ -70,6 +71,10 @@ renewable: solar: cutout: be-03-2013-era5 +clustering: + temporal: + resolution_sector: 8760h + industry: St_primary_fraction: 2020: 0.8 diff --git a/config/test/config.scenarios.yaml b/config/test/config.scenarios.yaml index 8ecbb91b..ca2ea439 100644 --- a/config/test/config.scenarios.yaml +++ b/config/test/config.scenarios.yaml @@ -19,7 +19,7 @@ scenario: clusters: - 5 opts: - - Co2L-24H + - '' countries: ['BE'] diff --git a/doc/configtables/sector-opts.csv b/doc/configtables/sector-opts.csv index fc9e8c10..5f5bb250 100644 --- a/doc/configtables/sector-opts.csv +++ b/doc/configtables/sector-opts.csv @@ -1,5 +1,5 @@ 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 +``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 ``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 ``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 ``T``,Add land transport sector,,In active use diff --git a/doc/introduction.rst b/doc/introduction.rst index 7cfa0e43..d0f7386d 100644 --- a/doc/introduction.rst +++ b/doc/introduction.rst @@ -35,7 +35,7 @@ For instance, an invocation to .. code:: bash - .../pypsa-eur % snakemake -call results/networks/elec_s_128_ec_lvopt_Co2L-3H.nc + .../pypsa-eur % snakemake -call results/networks/elec_s_128_ec_lvopt_.nc follows this dependency graph @@ -50,7 +50,7 @@ preceding rules which another rule takes as input data. .. note:: The dependency graph was generated using - ``snakemake --dag results/networks/elec_s_128_ec_lvopt_Co2L-3H.nc -F | sed -n "/digraph/,/}/p" | dot -Tpng -o doc/img/intro-workflow.png`` + ``snakemake --dag results/networks/elec_s_128_ec_lvopt_.nc -F | sed -n "/digraph/,/}/p" | dot -Tpng -o doc/img/intro-workflow.png`` For the use of ``snakemake``, it makes sense to familiarize yourself quickly with the `basic tutorial diff --git a/doc/release_notes.rst b/doc/release_notes.rst index dbbce365..3ef9d194 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -222,6 +222,8 @@ Upcoming Release * Clarify suffix usage in `add_existing_baseyear`. +* The ``{sector_opts}`` wildcard is now not used by default. All scenario definitions are now done in the ``config.yaml`` file. + PyPSA-Eur 0.10.0 (19th February 2024) ===================================== diff --git a/doc/supply_demand.rst b/doc/supply_demand.rst index ab58368f..bbb0217e 100644 --- a/doc/supply_demand.rst +++ b/doc/supply_demand.rst @@ -211,7 +211,7 @@ Today, most of the :math:`H_2` consumed globally is produced from natural gas by .. math:: - CH_4 + H_2O \xrightarrow{} CO + 3H_2 + CH_4 + H_2O \xrightarrow{} CO + 3h_2 combined with a water-gas shift reaction @@ -453,7 +453,7 @@ The basic chemicals consumption data from the `JRC IDEES `__ for every country. Ammonia can be made from hydrogen and nitrogen using the Haber-Bosch process. .. math:: - N_2 + 3H_2 \xrightarrow{} 2NH_3 + N_2 + 3h_2 \xrightarrow{} 2NH_3 diff --git a/doc/tutorial.rst b/doc/tutorial.rst index 70c4c9e9..bae8e3a3 100644 --- a/doc/tutorial.rst +++ b/doc/tutorial.rst @@ -32,7 +32,7 @@ configuration, execute .. code:: bash :class: full-width - snakemake -call results/test-elec/networks/elec_s_6_ec_lcopt_Co2L-24H.nc --configfile config/test/config.electricity.yaml + snakemake -call results/test-elec/networks/elec_s_6_ec_lcopt_.nc --configfile config/test/config.electricity.yaml This configuration is set to download a reduced cutout via the rule :mod:`retrieve_cutout`. For more information on the data dependencies of PyPSA-Eur, continue reading :ref:`data`. @@ -114,9 +114,9 @@ clustered down to 6 buses and every 24 hours aggregated to one snapshot. The com .. code:: bash - snakemake -call results/test-elec/networks/elec_s_6_ec_lcopt_Co2L-24H.nc --configfile config/test/config.electricity.yaml + snakemake -call results/test-elec/networks/elec_s_6_ec_lcopt_.nc --configfile config/test/config.electricity.yaml -orders ``snakemake`` to run the rule :mod:`solve_network` that produces the solved network and stores it in ``results/networks`` with the name ``elec_s_6_ec_lcopt_Co2L-24H.nc``: +orders ``snakemake`` to run the rule :mod:`solve_network` that produces the solved network and stores it in ``results/networks`` with the name ``elec_s_6_ec_lcopt_.nc``: .. literalinclude:: ../rules/solve_electricity.smk :start-at: rule solve_network: @@ -133,7 +133,7 @@ This triggers a workflow of multiple preceding jobs that depend on each rule's i node[shape=box, style=rounded, fontname=sans, fontsize=10, penwidth=2]; edge[penwidth=2, color=grey]; 0[label = "solve_network", color = "0.38 0.6 0.85", style="rounded"]; - 1[label = "prepare_network\nll: copt\nopts: Co2L-24H", color = "0.53 0.6 0.85", style="rounded"]; + 1[label = "prepare_network\nll: copt", color = "0.53 0.6 0.85", style="rounded"]; 2[label = "add_extra_components", color = "0.01 0.6 0.85", style="rounded"]; 3[label = "cluster_network\nclusters: 6", color = "0.03 0.6 0.85", style="rounded"]; 4[label = "simplify_network\nsimpl: ", color = "0.42 0.6 0.85", style="rounded"]; @@ -268,7 +268,7 @@ For example, you can explore the evolution of the PyPSA networks by running #. ``snakemake resources/networks/elec.nc -call --configfile config/test/config.electricity.yaml`` #. ``snakemake resources/networks/elec_s.nc -call --configfile config/test/config.electricity.yaml`` #. ``snakemake resources/networks/elec_s_6.nc -call --configfile config/test/config.electricity.yaml`` -#. ``snakemake resources/networks/elec_s_6_ec_lcopt_Co2L-24H.nc -call --configfile config/test/config.electricity.yaml`` +#. ``snakemake resources/networks/elec_s_6_ec_lcopt_.nc -call --configfile config/test/config.electricity.yaml`` To run all combinations of wildcard values provided in the ``config/config.yaml`` under ``scenario:``, you can use the collection rule ``solve_elec_networks``. @@ -306,6 +306,6 @@ Jupyter Notebooks). import pypsa - n = pypsa.Network("results/networks/elec_s_6_ec_lcopt_Co2L-24H.nc") + n = pypsa.Network("results/networks/elec_s_6_ec_lcopt_.nc") For inspiration, read the `examples section in the PyPSA documentation `__. diff --git a/doc/wildcards.rst b/doc/wildcards.rst index 16681e3d..f8e60e20 100644 --- a/doc/wildcards.rst +++ b/doc/wildcards.rst @@ -101,7 +101,7 @@ The ``{opts}`` wildcard The ``{opts}`` wildcard is used for electricity-only studies. It triggers optional constraints, which are activated in either :mod:`prepare_network` or the :mod:`solve_network` step. It may hold multiple triggers separated by ``-``, -i.e. ``Co2L-3H`` contains the ``Co2L`` trigger and the ``3H`` switch. There are +i.e. ``Co2L-3h`` contains the ``Co2L`` trigger and the ``3h`` switch. There are currently: @@ -121,7 +121,7 @@ The ``{sector_opts}`` wildcard # Co2Lx specifies the CO2 target in x% of the 1990 values; default will give default (5%); # Co2L0p25 will give 25% CO2 emissions; Co2Lm0p05 will give 5% negative emissions - # xH is the temporal resolution; 3H is 3-hourly, i.e. one snapshot every 3 hours + # xH is the temporal resolution; 3h is 3-hourly, i.e. one snapshot every 3 hours # single letters are sectors: T for land transport, H for building heating, # B for biomass supply, I for industry, shipping and aviation, # A for agriculture, forestry and fishing diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 9f53e317..432d9a82 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3578,7 +3578,7 @@ if __name__ == "__main__": opts="", clusters="37", ll="v1.0", - sector_opts="CO2L0-24H-T-H-B-I-A-dist1", + sector_opts="CO2L0-24h-T-H-B-I-A-dist1", planning_horizons="2030", ) From 85a2e97f1ed542cd855ec01e4e70ef63a7f73fbb Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 13 May 2024 08:51:19 +0000 Subject: [PATCH 099/164] [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 13644897..8eac44f6 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -285,7 +285,9 @@ def add_power_capacities_installed_before_baseyear(n, grouping_years, costs, bas i for i in inv_ind if (i + name_suffix_by) in n.generators.index ] - p_max_pu = n.generators_t.p_max_pu[[i + name_suffix_by for i in inv_ind]] + p_max_pu = n.generators_t.p_max_pu[ + [i + name_suffix_by for i in inv_ind] + ] p_max_pu.columns = [i + name_suffix for i in inv_ind] n.madd( From e75e3bd8d7e25812dfcb6364531c024f7e7dd46b Mon Sep 17 00:00:00 2001 From: toniseibold Date: Fri, 3 May 2024 11:28:41 +0200 Subject: [PATCH 100/164] allow excluding files from shared_resources --- Snakefile | 6 +++--- config/config.default.yaml | 2 ++ scripts/_helpers.py | 11 ++++++----- 3 files changed, 11 insertions(+), 8 deletions(-) diff --git a/Snakefile b/Snakefile index e6980708..ce178619 100644 --- a/Snakefile +++ b/Snakefile @@ -24,9 +24,9 @@ run = config["run"] scenarios = get_scenarios(run) RDIR = get_rdir(run) -logs = path_provider("logs/", RDIR, run["shared_resources"]) -benchmarks = path_provider("benchmarks/", RDIR, run["shared_resources"]) -resources = path_provider("resources/", RDIR, run["shared_resources"]) +logs = path_provider("logs/", RDIR, run["shared_resources"], run["exclude"]) +benchmarks = path_provider("benchmarks/", RDIR, run["shared_resources"], run["exclude"]) +resources = path_provider("resources/", RDIR, run["shared_resources"], run["exclude"]) CDIR = "" if run["shared_cutouts"] else RDIR RESULTS = "results/" + RDIR diff --git a/config/config.default.yaml b/config/config.default.yaml index b32031ea..c75d39dd 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -27,6 +27,8 @@ run: file: config/scenarios.yaml disable_progressbar: false shared_resources: false + exclude: + - "" shared_cutouts: true # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#foresight diff --git a/scripts/_helpers.py b/scripts/_helpers.py index 683828b2..02a0992c 100644 --- a/scripts/_helpers.py +++ b/scripts/_helpers.py @@ -67,7 +67,7 @@ def get_rdir(run): return RDIR -def get_run_path(fn, dir, rdir, shared_resources): +def get_run_path(fn, dir, rdir, shared_resources, exclude): """ Dynamically provide paths based on shared resources and filename. @@ -87,6 +87,8 @@ def get_run_path(fn, dir, rdir, shared_resources): - If string is "base", special handling for shared "base" resources (see notes). - If random string other than "base", this folder is used instead of the `rdir` keyword. - If boolean, directly specifies if the resource is shared. + exclude: list + List of filenames to exclude from shared resources. Only relevant if shared_resources is "base". Returns ------- @@ -105,8 +107,7 @@ def get_run_path(fn, dir, rdir, shared_resources): irrelevant_wildcards = {"technology", "year", "scope", "kind"} no_relevant_wildcards = not existing_wildcards - irrelevant_wildcards no_elec_rule = not fn.startswith("networks/elec") and not fn.startswith( - "add_electricity" - ) + "add_electricity") and not any(fn.startswith(ex) for ex in exclude) is_shared = no_relevant_wildcards and no_elec_rule rdir = "" if is_shared else rdir elif isinstance(shared_resources, str): @@ -121,7 +122,7 @@ def get_run_path(fn, dir, rdir, shared_resources): return f"{dir}{rdir}{fn}" -def path_provider(dir, rdir, shared_resources): +def path_provider(dir, rdir, shared_resources, exclude): """ Returns a partial function that dynamically provides paths based on shared resources and the filename. @@ -132,7 +133,7 @@ def path_provider(dir, rdir, shared_resources): A partial function that takes a filename as input and returns the path to the file based on the shared_resources parameter. """ - return partial(get_run_path, dir=dir, rdir=rdir, shared_resources=shared_resources) + return partial(get_run_path, dir=dir, rdir=rdir, shared_resources=shared_resources, exclude=exclude) def get_opt(opts, expr, flags=None): From 0fb68d11d844779d2137bfa897f87bb9249eee64 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 3 May 2024 09:29:35 +0000 Subject: [PATCH 101/164] [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, 12 insertions(+), 3 deletions(-) diff --git a/scripts/_helpers.py b/scripts/_helpers.py index 02a0992c..1301a296 100644 --- a/scripts/_helpers.py +++ b/scripts/_helpers.py @@ -106,8 +106,11 @@ def get_run_path(fn, dir, rdir, shared_resources, exclude): existing_wildcards = set(re.findall(pattern, fn)) irrelevant_wildcards = {"technology", "year", "scope", "kind"} no_relevant_wildcards = not existing_wildcards - irrelevant_wildcards - no_elec_rule = not fn.startswith("networks/elec") and not fn.startswith( - "add_electricity") and not any(fn.startswith(ex) for ex in exclude) + no_elec_rule = ( + not fn.startswith("networks/elec") + and not fn.startswith("add_electricity") + and not any(fn.startswith(ex) for ex in exclude) + ) is_shared = no_relevant_wildcards and no_elec_rule rdir = "" if is_shared else rdir elif isinstance(shared_resources, str): @@ -133,7 +136,13 @@ def path_provider(dir, rdir, shared_resources, exclude): A partial function that takes a filename as input and returns the path to the file based on the shared_resources parameter. """ - return partial(get_run_path, dir=dir, rdir=rdir, shared_resources=shared_resources, exclude=exclude) + return partial( + get_run_path, + dir=dir, + rdir=rdir, + shared_resources=shared_resources, + exclude=exclude, + ) def get_opt(opts, expr, flags=None): From 6cfe712ca510b9144fb4f5b464ca6f45b8e7152d Mon Sep 17 00:00:00 2001 From: toniseibold Date: Fri, 3 May 2024 11:36:17 +0200 Subject: [PATCH 102/164] documentation --- doc/configtables/run.csv | 1 + doc/release_notes.rst | 7 +++++++ 2 files changed, 8 insertions(+) diff --git a/doc/configtables/run.csv b/doc/configtables/run.csv index 44f06165..d938c04b 100644 --- a/doc/configtables/run.csv +++ b/doc/configtables/run.csv @@ -7,3 +7,4 @@ scenarios,,, disable_progressbar,bool,"{true, false}","Switch to select whether progressbar should be disabled." shared_resources,bool/str,,"Switch to select whether resources should be shared across runs. If a string is passed, this is used as a subdirectory name for shared resources. If set to 'base', only resources before creating the elec.nc file are shared." shared_cutouts,bool,"{true, false}","Switch to select whether cutouts should be shared across runs." +exclude,str,"Specify files that should be excluded from shared_resources. Only active if shared_resources=base" diff --git a/doc/release_notes.rst b/doc/release_notes.rst index dbbce365..517aa926 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -9,8 +9,15 @@ Release Notes Upcoming Release ================ + * Add floating wind technology for water depths below 60m +* Add config [run][exclude] to specify which files should be excluded from filesharing in case of [run][shared_resources]=base. + +* Add config land_transport_demand_factor to model growth in land transport demand for different time horizons. + +* Allow dictionary for the config aviation_demand_factor. + * Group existing capacities to the earlier grouping_year for consistency with optimized capacities. * Update data bundle: From 6321a698700f2e34fb471aaef57858846dbb57f6 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 13 May 2024 14:08:38 +0200 Subject: [PATCH 103/164] rearrange config settings under 'run: shared_resources:' --- Snakefile | 8 +++++--- config/config.default.yaml | 6 +++--- config/config.entsoe-all.yaml | 3 ++- config/test/config.electricity.yaml | 3 ++- config/test/config.myopic.yaml | 3 ++- config/test/config.overnight.yaml | 3 ++- config/test/config.perfect.yaml | 3 ++- config/test/config.scenarios.yaml | 3 ++- doc/configtables/run.csv | 5 +++-- doc/release_notes.rst | 4 +++- scripts/_helpers.py | 14 +++++++------- 11 files changed, 33 insertions(+), 22 deletions(-) diff --git a/Snakefile b/Snakefile index ce178619..9807c673 100644 --- a/Snakefile +++ b/Snakefile @@ -24,9 +24,11 @@ run = config["run"] scenarios = get_scenarios(run) RDIR = get_rdir(run) -logs = path_provider("logs/", RDIR, run["shared_resources"], run["exclude"]) -benchmarks = path_provider("benchmarks/", RDIR, run["shared_resources"], run["exclude"]) -resources = path_provider("resources/", RDIR, run["shared_resources"], run["exclude"]) +shared_resources = run["shared_resources"]["mode"] +exclude_from_shared = run["shared_resources"]["exclude"] +logs = path_provider("logs/", RDIR, shared_resources, exclude_from_shared) +benchmarks = path_provider("benchmarks/", RDIR, shared_resources, exclude_from_shared) +resources = path_provider("resources/", RDIR, shared_resources, exclude_from_shared) CDIR = "" if run["shared_cutouts"] else RDIR RESULTS = "results/" + RDIR diff --git a/config/config.default.yaml b/config/config.default.yaml index c75d39dd..92160d6a 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -26,9 +26,9 @@ run: enable: false file: config/scenarios.yaml disable_progressbar: false - shared_resources: false - exclude: - - "" + shared_resources: + policy: false + exclude: [] shared_cutouts: true # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#foresight diff --git a/config/config.entsoe-all.yaml b/config/config.entsoe-all.yaml index 85eedb64..4e7edd03 100644 --- a/config/config.entsoe-all.yaml +++ b/config/config.entsoe-all.yaml @@ -5,7 +5,8 @@ run: name: "entsoe-all" disable_progressbar: true - shared_resources: false + shared_resources: + policy: false shared_cutouts: true scenario: diff --git a/config/test/config.electricity.yaml b/config/test/config.electricity.yaml index 979453cc..249a2609 100644 --- a/config/test/config.electricity.yaml +++ b/config/test/config.electricity.yaml @@ -8,7 +8,8 @@ tutorial: true run: name: "test-elec" # use this to keep track of runs with different settings disable_progressbar: true - shared_resources: "test" + shared_resources: + policy: "test" shared_cutouts: true scenario: diff --git a/config/test/config.myopic.yaml b/config/test/config.myopic.yaml index a9335046..a0d67940 100644 --- a/config/test/config.myopic.yaml +++ b/config/test/config.myopic.yaml @@ -7,7 +7,8 @@ tutorial: true run: name: "test-sector-myopic" disable_progressbar: true - shared_resources: "test" + shared_resources: + policy: "test" shared_cutouts: true foresight: myopic diff --git a/config/test/config.overnight.yaml b/config/test/config.overnight.yaml index b02c0449..56206fda 100644 --- a/config/test/config.overnight.yaml +++ b/config/test/config.overnight.yaml @@ -7,7 +7,8 @@ tutorial: true run: name: "test-sector-overnight" disable_progressbar: true - shared_resources: "test" + shared_resources: + policy: "test" shared_cutouts: true diff --git a/config/test/config.perfect.yaml b/config/test/config.perfect.yaml index 7fbfb630..eaabe6ef 100644 --- a/config/test/config.perfect.yaml +++ b/config/test/config.perfect.yaml @@ -7,7 +7,8 @@ tutorial: true run: name: "test-sector-perfect" disable_progressbar: true - shared_resources: "test" + shared_resources: + policy: "test" shared_cutouts: true foresight: perfect diff --git a/config/test/config.scenarios.yaml b/config/test/config.scenarios.yaml index 8ecbb91b..06fe9f23 100644 --- a/config/test/config.scenarios.yaml +++ b/config/test/config.scenarios.yaml @@ -12,7 +12,8 @@ run: enable: true file: "config/test/scenarios.yaml" disable_progressbar: true - shared_resources: base + shared_resources: + policy: base shared_cutouts: true scenario: diff --git a/doc/configtables/run.csv b/doc/configtables/run.csv index d938c04b..f11a8d96 100644 --- a/doc/configtables/run.csv +++ b/doc/configtables/run.csv @@ -5,6 +5,7 @@ scenarios,,, -- enable,bool,"{true, false}","Switch to select whether workflow should generate scenarios based on ``file``." -- file,str,,"Path to the scenario yaml file. The scenario file contains config overrides for each scenario. In order to be taken account, ``run: scenarios`` has to be set to ``true`` and ``run: name`` has to be a subset of top level keys given in the scenario file. In order to automatically create a `scenario.yaml` file based on a combination of settings, alter and use the ``config/create_scenarios.py`` script in the ``config`` directory." disable_progressbar,bool,"{true, false}","Switch to select whether progressbar should be disabled." -shared_resources,bool/str,,"Switch to select whether resources should be shared across runs. If a string is passed, this is used as a subdirectory name for shared resources. If set to 'base', only resources before creating the elec.nc file are shared." +shared_resources,,, +-- policy,bool/str,,"Boolean switch to select whether resources should be shared across runs. If a string is passed, this is used as a subdirectory name for shared resources. If set to 'base', only resources before creating the elec.nc file are shared." +-- exclude,str,"For the case shared_resources=base, specify additional files that should not be shared across runs." shared_cutouts,bool,"{true, false}","Switch to select whether cutouts should be shared across runs." -exclude,str,"Specify files that should be excluded from shared_resources. Only active if shared_resources=base" diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 517aa926..9d210a79 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -12,7 +12,9 @@ Upcoming Release * Add floating wind technology for water depths below 60m -* Add config [run][exclude] to specify which files should be excluded from filesharing in case of [run][shared_resources]=base. +* Add config ``run: shared_resources: exclude:`` to specify additional files that should be excluded from shared resources with the setting ``run: shared_resources: base``. + +* Move switch ``run: shared_resources:`` to ``run: shared_resources: policy:``. * Add config land_transport_demand_factor to model growth in land transport demand for different time horizons. diff --git a/scripts/_helpers.py b/scripts/_helpers.py index 1301a296..5008b32a 100644 --- a/scripts/_helpers.py +++ b/scripts/_helpers.py @@ -67,7 +67,7 @@ def get_rdir(run): return RDIR -def get_run_path(fn, dir, rdir, shared_resources, exclude): +def get_run_path(fn, dir, rdir, shared_resources, exclude_from_shared): """ Dynamically provide paths based on shared resources and filename. @@ -87,7 +87,7 @@ def get_run_path(fn, dir, rdir, shared_resources, exclude): - If string is "base", special handling for shared "base" resources (see notes). - If random string other than "base", this folder is used instead of the `rdir` keyword. - If boolean, directly specifies if the resource is shared. - exclude: list + exclude_from_shared: list List of filenames to exclude from shared resources. Only relevant if shared_resources is "base". Returns @@ -106,12 +106,12 @@ def get_run_path(fn, dir, rdir, shared_resources, exclude): existing_wildcards = set(re.findall(pattern, fn)) irrelevant_wildcards = {"technology", "year", "scope", "kind"} no_relevant_wildcards = not existing_wildcards - irrelevant_wildcards - no_elec_rule = ( + not_shared_rule = ( not fn.startswith("networks/elec") and not fn.startswith("add_electricity") - and not any(fn.startswith(ex) for ex in exclude) + and not any(fn.startswith(ex) for ex in exclude_from_shared) ) - is_shared = no_relevant_wildcards and no_elec_rule + is_shared = no_relevant_wildcards and not_shared_rule rdir = "" if is_shared else rdir elif isinstance(shared_resources, str): rdir = shared_resources + "/" @@ -125,7 +125,7 @@ def get_run_path(fn, dir, rdir, shared_resources, exclude): return f"{dir}{rdir}{fn}" -def path_provider(dir, rdir, shared_resources, exclude): +def path_provider(dir, rdir, shared_resources, exclude_from_shared): """ Returns a partial function that dynamically provides paths based on shared resources and the filename. @@ -141,7 +141,7 @@ def path_provider(dir, rdir, shared_resources, exclude): dir=dir, rdir=rdir, shared_resources=shared_resources, - exclude=exclude, + exclude_from_shared=exclude_from_shared, ) From 1dbb7e911d1f1f6bfeccaea5228f2918ac368eeb Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 13 May 2024 14:11:39 +0200 Subject: [PATCH 104/164] extend release notes [no ci] --- doc/release_notes.rst | 9 ++++++++- 1 file changed, 8 insertions(+), 1 deletion(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 9d210a79..696a8179 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -12,7 +12,14 @@ Upcoming Release * Add floating wind technology for water depths below 60m -* Add config ``run: shared_resources: exclude:`` to specify additional files that should be excluded from shared resources with the setting ``run: shared_resources: base``. +* Add config ``run: shared_resources: exclude:`` to specify additional files + that should be excluded from shared resources with the setting ``run: + shared_resources: base``. The function ``_helpers/get_run_path()`` now takes + an additional keyword argument ``exclude_from_shared`` with a list of files + that should not be shared. This keyword argument accepts a list of strings + where the string only needs to match the start of a filename (e.g. + ``"transport_data"`` would exclude both ``transport_data.csv`` and + ``transport_data_{simpl}_{clusters}.csv`` from being shared across scenarios. * Move switch ``run: shared_resources:`` to ``run: shared_resources: policy:``. From 5364e7dfcc37ea5e100ce2f471f74e12198b30f9 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 13 May 2024 12:25:05 +0000 Subject: [PATCH 105/164] [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 13644897..8eac44f6 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -285,7 +285,9 @@ def add_power_capacities_installed_before_baseyear(n, grouping_years, costs, bas i for i in inv_ind if (i + name_suffix_by) in n.generators.index ] - p_max_pu = n.generators_t.p_max_pu[[i + name_suffix_by for i in inv_ind]] + p_max_pu = n.generators_t.p_max_pu[ + [i + name_suffix_by for i in inv_ind] + ] p_max_pu.columns = [i + name_suffix for i in inv_ind] n.madd( From 8706f0411ec17cf16f968bec889a4c15621531bf Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 13 May 2024 14:37:07 +0200 Subject: [PATCH 106/164] revert use of co2limit_enable for sector-coupled networks --- config/config.default.yaml | 4 ++-- config/test/config.electricity.yaml | 2 +- config/test/config.myopic.yaml | 2 +- config/test/config.overnight.yaml | 2 +- config/test/config.perfect.yaml | 2 +- doc/configtables/electricity.csv | 2 +- 6 files changed, 7 insertions(+), 7 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 5664f6e9..77732f52 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -89,8 +89,8 @@ electricity: voltages: [220., 300., 380., 500., 750.] gaslimit_enable: false gaslimit: false - co2limit_enable: true - co2limit: 0. + co2limit_enable: false + co2limit: 7.75e+7 co2base: 1.487e+9 agg_p_nom_limits: data/agg_p_nom_minmax.csv diff --git a/config/test/config.electricity.yaml b/config/test/config.electricity.yaml index 6fdb018f..c5303027 100644 --- a/config/test/config.electricity.yaml +++ b/config/test/config.electricity.yaml @@ -24,7 +24,7 @@ snapshots: end: "2013-03-08" electricity: - co2limit_enable: true + co2limit_enable: false co2limit: 100.e+6 extendable_carriers: diff --git a/config/test/config.myopic.yaml b/config/test/config.myopic.yaml index a44757ae..15537520 100644 --- a/config/test/config.myopic.yaml +++ b/config/test/config.myopic.yaml @@ -34,7 +34,7 @@ sector: central_heat_vent: true electricity: - co2limit_enable: true + co2limit_enable: false co2limit: 100.e+6 extendable_carriers: diff --git a/config/test/config.overnight.yaml b/config/test/config.overnight.yaml index 4ab03371..12e27b4d 100644 --- a/config/test/config.overnight.yaml +++ b/config/test/config.overnight.yaml @@ -28,7 +28,7 @@ snapshots: end: "2013-03-08" electricity: - co2limit_enable: true + co2limit_enable: false co2limit: 100.e+6 extendable_carriers: diff --git a/config/test/config.perfect.yaml b/config/test/config.perfect.yaml index 4eacd945..e32ae3c8 100644 --- a/config/test/config.perfect.yaml +++ b/config/test/config.perfect.yaml @@ -31,7 +31,7 @@ snapshots: end: "2013-03-08" electricity: - co2limit_enable: true + co2limit_enable: false co2limit: 100.e+6 extendable_carriers: diff --git a/doc/configtables/electricity.csv b/doc/configtables/electricity.csv index fd160a45..ac2eadea 100644 --- a/doc/configtables/electricity.csv +++ b/doc/configtables/electricity.csv @@ -2,7 +2,7 @@ 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_enable,bool,true or false,Add an overall absolute carbon-dioxide emissions limit configured in ``electricity: co2limit`` in :mod:`prepare_network`. **Warning:** This option should currently only be used with electricity-only networks, not for sector-coupled networks.. 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``. From 16b189501168ab3eb8ffcca83af49ff94d88f412 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 13 May 2024 14:40:43 +0200 Subject: [PATCH 107/164] revert further unintended changes --- config/config.entsoe-all.yaml | 2 +- config/test/config.electricity.yaml | 2 +- config/test/config.myopic.yaml | 2 -- config/test/config.overnight.yaml | 2 -- config/test/config.perfect.yaml | 2 -- doc/supply_demand.rst | 4 ++-- 6 files changed, 4 insertions(+), 10 deletions(-) diff --git a/config/config.entsoe-all.yaml b/config/config.entsoe-all.yaml index b26ea128..85eedb64 100644 --- a/config/config.entsoe-all.yaml +++ b/config/config.entsoe-all.yaml @@ -29,7 +29,7 @@ countries: ['AL', 'AT', 'BA', 'BE', 'BG', 'CH', 'CZ', 'DE', 'DK', 'EE', 'ES', 'F electricity: custom_powerplants: true - co2limit: 0 + co2limit: 9.59e+7 co2base: 1.918e+9 lines: diff --git a/config/test/config.electricity.yaml b/config/test/config.electricity.yaml index c5303027..6fdb018f 100644 --- a/config/test/config.electricity.yaml +++ b/config/test/config.electricity.yaml @@ -24,7 +24,7 @@ snapshots: end: "2013-03-08" electricity: - co2limit_enable: false + co2limit_enable: true co2limit: 100.e+6 extendable_carriers: diff --git a/config/test/config.myopic.yaml b/config/test/config.myopic.yaml index 15537520..0c3f360e 100644 --- a/config/test/config.myopic.yaml +++ b/config/test/config.myopic.yaml @@ -34,8 +34,6 @@ sector: central_heat_vent: true electricity: - co2limit_enable: false - co2limit: 100.e+6 extendable_carriers: Generator: [OCGT] diff --git a/config/test/config.overnight.yaml b/config/test/config.overnight.yaml index 12e27b4d..09342ae9 100644 --- a/config/test/config.overnight.yaml +++ b/config/test/config.overnight.yaml @@ -28,8 +28,6 @@ snapshots: end: "2013-03-08" electricity: - co2limit_enable: false - co2limit: 100.e+6 extendable_carriers: Generator: [OCGT] diff --git a/config/test/config.perfect.yaml b/config/test/config.perfect.yaml index e32ae3c8..c4dc963f 100644 --- a/config/test/config.perfect.yaml +++ b/config/test/config.perfect.yaml @@ -31,8 +31,6 @@ snapshots: end: "2013-03-08" electricity: - co2limit_enable: false - co2limit: 100.e+6 extendable_carriers: Generator: [OCGT] diff --git a/doc/supply_demand.rst b/doc/supply_demand.rst index bbb0217e..ab58368f 100644 --- a/doc/supply_demand.rst +++ b/doc/supply_demand.rst @@ -211,7 +211,7 @@ Today, most of the :math:`H_2` consumed globally is produced from natural gas by .. math:: - CH_4 + H_2O \xrightarrow{} CO + 3h_2 + CH_4 + H_2O \xrightarrow{} CO + 3H_2 combined with a water-gas shift reaction @@ -453,7 +453,7 @@ The basic chemicals consumption data from the `JRC IDEES `__ for every country. Ammonia can be made from hydrogen and nitrogen using the Haber-Bosch process. .. math:: - N_2 + 3h_2 \xrightarrow{} 2NH_3 + N_2 + 3H_2 \xrightarrow{} 2NH_3 From 3aaea4699b349842d759e2a520d64dfc7c6af16e Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 13 May 2024 14:50:38 +0200 Subject: [PATCH 108/164] fix missed renaming of mode to policy --- Snakefile | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Snakefile b/Snakefile index 9807c673..412d520d 100644 --- a/Snakefile +++ b/Snakefile @@ -24,7 +24,7 @@ run = config["run"] scenarios = get_scenarios(run) RDIR = get_rdir(run) -shared_resources = run["shared_resources"]["mode"] +shared_resources = run["shared_resources"]["policy"] exclude_from_shared = run["shared_resources"]["exclude"] logs = path_provider("logs/", RDIR, shared_resources, exclude_from_shared) benchmarks = path_provider("benchmarks/", RDIR, shared_resources, exclude_from_shared) From 27a6f619cd25bb4c206e7a729bc5cc6a2b0b2fab Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 13 May 2024 15:24:33 +0200 Subject: [PATCH 109/164] reduce min_part_load_fischer_tropsch to 50% --- 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 77732f52..42fe5e2a 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -551,7 +551,7 @@ sector: - nearshore # within 50 km of sea # - offshore ammonia: false - min_part_load_fischer_tropsch: 0.7 + min_part_load_fischer_tropsch: 0.5 min_part_load_methanolisation: 0.3 min_part_load_methanation: 0.3 use_fischer_tropsch_waste_heat: true From ac0d52e1c3542fd6d4fa0ebd639905bac0578a12 Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Fri, 1 Mar 2024 18:08:28 +0100 Subject: [PATCH 110/164] Allow some plastics sequestered in landfill or built environment I.e. assume some fraction of plastics don't end up being burned or decaying into air. --- config/config.default.yaml | 1 + scripts/prepare_sector_network.py | 13 +++++++++---- 2 files changed, 10 insertions(+), 4 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 42fe5e2a..d4a8d21d 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -667,6 +667,7 @@ industry: 2040: 0.12 2045: 0.16 2050: 0.20 + HVC_environment_sequestration_fraction: 0. sector_ratios_fraction_future: 2020: 0.0 2025: 0.1 diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 432d9a82..c308f786 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2865,7 +2865,7 @@ def add_industry(n, costs): if demand_factor != 1: logger.warning(f"Changing HVC demand by {demand_factor*100-100:+.2f}%.") - p_set_plastics = ( + p_set_naphtha = ( demand_factor * industrial_demand.loc[nodes, "naphtha"].rename( lambda x: x + " naphtha for industry" @@ -2874,7 +2874,7 @@ def add_industry(n, costs): ) if not options["regional_oil_demand"]: - p_set_plastics = p_set_plastics.sum() + p_set_naphtha = p_set_naphtha.sum() n.madd( "Bus", @@ -2889,7 +2889,7 @@ def add_industry(n, costs): spatial.oil.naphtha, bus=spatial.oil.naphtha, carrier="naphtha for industry", - p_set=p_set_plastics, + p_set=p_set_naphtha, ) # some CO2 from naphtha are process emissions from steam cracker @@ -2900,6 +2900,11 @@ def add_industry(n, costs): ) emitted_co2_per_naphtha = costs.at["oil", "CO2 intensity"] - process_co2_per_naphtha + non_sequestered = 1 - get( + snakemake.config["industry"]["HVC_environment_sequestration_fraction"], investment_year + ) + + n.madd( "Link", spatial.oil.naphtha, @@ -2909,7 +2914,7 @@ def add_industry(n, costs): bus3=spatial.co2.process_emissions, carrier="naphtha for industry", p_nom_extendable=True, - efficiency2=emitted_co2_per_naphtha, + efficiency2=emitted_co2_per_naphtha*non_sequestered, efficiency3=process_co2_per_naphtha, ) From f7dc8a7f22e3ec7f7a934acc093590504ac00591 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 1 Mar 2024 17:10:49 +0000 Subject: [PATCH 111/164] [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, 3 insertions(+), 3 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index c308f786..f88ab94a 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2901,10 +2901,10 @@ def add_industry(n, costs): emitted_co2_per_naphtha = costs.at["oil", "CO2 intensity"] - process_co2_per_naphtha non_sequestered = 1 - get( - snakemake.config["industry"]["HVC_environment_sequestration_fraction"], investment_year + snakemake.config["industry"]["HVC_environment_sequestration_fraction"], + investment_year, ) - n.madd( "Link", spatial.oil.naphtha, @@ -2914,7 +2914,7 @@ def add_industry(n, costs): bus3=spatial.co2.process_emissions, carrier="naphtha for industry", p_nom_extendable=True, - efficiency2=emitted_co2_per_naphtha*non_sequestered, + efficiency2=emitted_co2_per_naphtha * non_sequestered, efficiency3=process_co2_per_naphtha, ) From 2055fe68efaaa73b560bd2059db36c48ede40179 Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Fri, 1 Mar 2024 18:39:15 +0100 Subject: [PATCH 112/164] add extra bus for HVC, which can either go to air or waste CHP Here we explicitly add the option to generate energy and/or capture the CO2 from HVC (i.e. plastics). NB: Since waste CHP is expensive, it's not built. --- config/config.default.yaml | 4 ++ scripts/prepare_sector_network.py | 96 +++++++++++++++++++++++++++---- 2 files changed, 88 insertions(+), 12 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index d4a8d21d..05ffb75c 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -668,6 +668,7 @@ industry: 2045: 0.16 2050: 0.20 HVC_environment_sequestration_fraction: 0. + waste_to_energy: false sector_ratios_fraction_future: 2020: 0.0 2025: 0.1 @@ -1152,3 +1153,6 @@ plotting: DC-DC: "#8a1caf" DC link: "#8a1caf" load: "#dd2e23" + waste CHP: '#e3d37d' + waste CHP CC: '#e3d3ff' + HVC to air: 'k' diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index f88ab94a..54057b71 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2905,18 +2905,90 @@ def add_industry(n, costs): investment_year, ) - n.madd( - "Link", - spatial.oil.naphtha, - 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=emitted_co2_per_naphtha * non_sequestered, - efficiency3=process_co2_per_naphtha, - ) + if snakemake.config["industry"]["waste_to_energy"] and options["regional_oil_demand"]: + + n.madd( + "Bus", + spatial.oil.demand_locations + " non-sequestered HVC", + location=spatial.oil.demand_locations, + carrier="non-sequestered HVC", + unit="MWh_LHV", + ) + + n.madd( + "Link", + spatial.oil.naphtha, + bus0=spatial.oil.nodes, + bus1=spatial.oil.naphtha, + bus2=spatial.oil.demand_locations + " non-sequestered HVC", + bus3=spatial.co2.process_emissions, + carrier="naphtha for industry", + p_nom_extendable=True, + efficiency2=non_sequestered*emitted_co2_per_naphtha/costs.at["oil", "CO2 intensity"], + efficiency3=process_co2_per_naphtha, + ) + + n.madd( + "Link", + spatial.oil.demand_locations + " HVC to air", + bus0=spatial.oil.demand_locations + " non-sequestered HVC", + bus1="co2 atmosphere", + carrier="HVC to air", + p_nom_extendable=True, + efficiency=costs.at["oil", "CO2 intensity"], + ) + + #TODO add heat + n.madd( + "Link", + spatial.oil.demand_locations + " waste CHP", + bus0=spatial.oil.demand_locations + " non-sequestered HVC", + bus1=spatial.oil.demand_locations, + bus2="co2 atmosphere", + carrier="waste CHP", + p_nom_extendable=True, + # p_nom=biomass_potential['municipal solid waste'] / 8760, + capital_cost=costs.at['waste CHP', 'fixed'] * costs.at['waste CHP', 'efficiency'], + marginal_cost=costs.at['waste CHP', 'VOM'], + efficiency=costs.at['waste CHP', 'efficiency'], + #efficiency4=costs.at['waste CHP', 'efficiency-heat'], + efficiency2=costs.at['oil', 'CO2 intensity'], + lifetime=costs.at['waste CHP', 'lifetime']) + + #TODO add heat + n.madd( + "Link", + spatial.oil.demand_locations + " waste CHP CC", + bus0=spatial.oil.demand_locations + " non-sequestered HVC", + bus1=spatial.oil.demand_locations, + bus2="co2 atmosphere", + bus3=spatial.co2.nodes, + carrier="waste CHP CC", + p_nom_extendable=True, + # p_nom=biomass_potential['municipal solid waste'] / 8760, + capital_cost=costs.at['waste CHP CC', 'fixed'] * costs.at['waste CHP CC', 'efficiency'], + marginal_cost=costs.at['waste CHP CC', 'VOM'], + efficiency=costs.at['waste CHP CC', 'efficiency'], + #efficiency4=costs.at['waste CHP', 'efficiency-heat'], + efficiency2=costs.at['oil', 'CO2 intensity']*(1 - options["cc_fraction"]), + efficiency3=costs.at['oil', 'CO2 intensity']*options["cc_fraction"], + lifetime=costs.at['waste CHP CC', 'lifetime']) + + + else: + + n.madd( + "Link", + spatial.oil.naphtha, + 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=emitted_co2_per_naphtha*non_sequestered, + efficiency3=process_co2_per_naphtha, + ) # aviation demand_factor = options.get("aviation_demand_factor", 1) From 1d709913edd92fdb2569e9a5e1c0f69c9e29ac4a Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 1 Mar 2024 17:42:20 +0000 Subject: [PATCH 113/164] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 48 ++++++++++++++++++------------- 1 file changed, 28 insertions(+), 20 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 54057b71..a0a988a9 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2905,7 +2905,10 @@ def add_industry(n, costs): investment_year, ) - if snakemake.config["industry"]["waste_to_energy"] and options["regional_oil_demand"]: + if ( + snakemake.config["industry"]["waste_to_energy"] + and options["regional_oil_demand"] + ): n.madd( "Bus", @@ -2913,7 +2916,7 @@ def add_industry(n, costs): location=spatial.oil.demand_locations, carrier="non-sequestered HVC", unit="MWh_LHV", - ) + ) n.madd( "Link", @@ -2924,7 +2927,9 @@ def add_industry(n, costs): bus3=spatial.co2.process_emissions, carrier="naphtha for industry", p_nom_extendable=True, - efficiency2=non_sequestered*emitted_co2_per_naphtha/costs.at["oil", "CO2 intensity"], + efficiency2=non_sequestered + * emitted_co2_per_naphtha + / costs.at["oil", "CO2 intensity"], efficiency3=process_co2_per_naphtha, ) @@ -2938,7 +2943,7 @@ def add_industry(n, costs): efficiency=costs.at["oil", "CO2 intensity"], ) - #TODO add heat + # TODO add heat n.madd( "Link", spatial.oil.demand_locations + " waste CHP", @@ -2948,14 +2953,16 @@ def add_industry(n, costs): carrier="waste CHP", p_nom_extendable=True, # p_nom=biomass_potential['municipal solid waste'] / 8760, - capital_cost=costs.at['waste CHP', 'fixed'] * costs.at['waste CHP', 'efficiency'], - marginal_cost=costs.at['waste CHP', 'VOM'], - efficiency=costs.at['waste CHP', 'efficiency'], - #efficiency4=costs.at['waste CHP', 'efficiency-heat'], - efficiency2=costs.at['oil', 'CO2 intensity'], - lifetime=costs.at['waste CHP', 'lifetime']) + capital_cost=costs.at["waste CHP", "fixed"] + * costs.at["waste CHP", "efficiency"], + marginal_cost=costs.at["waste CHP", "VOM"], + efficiency=costs.at["waste CHP", "efficiency"], + # efficiency4=costs.at['waste CHP', 'efficiency-heat'], + efficiency2=costs.at["oil", "CO2 intensity"], + lifetime=costs.at["waste CHP", "lifetime"], + ) - #TODO add heat + # TODO add heat n.madd( "Link", spatial.oil.demand_locations + " waste CHP CC", @@ -2966,14 +2973,15 @@ def add_industry(n, costs): carrier="waste CHP CC", p_nom_extendable=True, # p_nom=biomass_potential['municipal solid waste'] / 8760, - capital_cost=costs.at['waste CHP CC', 'fixed'] * costs.at['waste CHP CC', 'efficiency'], - marginal_cost=costs.at['waste CHP CC', 'VOM'], - efficiency=costs.at['waste CHP CC', 'efficiency'], - #efficiency4=costs.at['waste CHP', 'efficiency-heat'], - efficiency2=costs.at['oil', 'CO2 intensity']*(1 - options["cc_fraction"]), - efficiency3=costs.at['oil', 'CO2 intensity']*options["cc_fraction"], - lifetime=costs.at['waste CHP CC', 'lifetime']) - + capital_cost=costs.at["waste CHP CC", "fixed"] + * costs.at["waste CHP CC", "efficiency"], + marginal_cost=costs.at["waste CHP CC", "VOM"], + efficiency=costs.at["waste CHP CC", "efficiency"], + # efficiency4=costs.at['waste CHP', 'efficiency-heat'], + efficiency2=costs.at["oil", "CO2 intensity"] * (1 - options["cc_fraction"]), + efficiency3=costs.at["oil", "CO2 intensity"] * options["cc_fraction"], + lifetime=costs.at["waste CHP CC", "lifetime"], + ) else: @@ -2986,7 +2994,7 @@ def add_industry(n, costs): bus3=spatial.co2.process_emissions, carrier="naphtha for industry", p_nom_extendable=True, - efficiency2=emitted_co2_per_naphtha*non_sequestered, + efficiency2=emitted_co2_per_naphtha * non_sequestered, efficiency3=process_co2_per_naphtha, ) From afa5cc5014e04f22f7573f8141f839a772ad3d18 Mon Sep 17 00:00:00 2001 From: Michael Lindner Date: Wed, 6 Mar 2024 11:29:37 +0100 Subject: [PATCH 114/164] add heating output, correct bus ordering --- scripts/prepare_sector_network.py | 22 +++++++++++----------- 1 file changed, 11 insertions(+), 11 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index a0a988a9..d2de7c71 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2907,7 +2907,7 @@ def add_industry(n, costs): if ( snakemake.config["industry"]["waste_to_energy"] - and options["regional_oil_demand"] + and options["regional_oil_demand"] # Should warn if regional_oil_demand is not true!!? ): n.madd( @@ -2943,13 +2943,13 @@ def add_industry(n, costs): efficiency=costs.at["oil", "CO2 intensity"], ) - # TODO add heat n.madd( "Link", spatial.oil.demand_locations + " waste CHP", bus0=spatial.oil.demand_locations + " non-sequestered HVC", bus1=spatial.oil.demand_locations, - bus2="co2 atmosphere", + bus2=spatial.oil.demand_locations + "urban central heat", + bus3="co2 atmosphere", carrier="waste CHP", p_nom_extendable=True, # p_nom=biomass_potential['municipal solid waste'] / 8760, @@ -2957,19 +2957,19 @@ def add_industry(n, costs): * costs.at["waste CHP", "efficiency"], marginal_cost=costs.at["waste CHP", "VOM"], efficiency=costs.at["waste CHP", "efficiency"], - # efficiency4=costs.at['waste CHP', 'efficiency-heat'], - efficiency2=costs.at["oil", "CO2 intensity"], + efficiency2=costs.at['waste CHP', 'efficiency-heat'], + efficiency3=costs.at["oil", "CO2 intensity"], lifetime=costs.at["waste CHP", "lifetime"], ) - # TODO add heat n.madd( "Link", spatial.oil.demand_locations + " waste CHP CC", bus0=spatial.oil.demand_locations + " non-sequestered HVC", bus1=spatial.oil.demand_locations, - bus2="co2 atmosphere", - bus3=spatial.co2.nodes, + bus2=spatial.oil.demand_locations + "urban central heat", + bus3="co2 atmosphere", + bus4=spatial.co2.nodes, carrier="waste CHP CC", p_nom_extendable=True, # p_nom=biomass_potential['municipal solid waste'] / 8760, @@ -2977,9 +2977,9 @@ def add_industry(n, costs): * costs.at["waste CHP CC", "efficiency"], marginal_cost=costs.at["waste CHP CC", "VOM"], efficiency=costs.at["waste CHP CC", "efficiency"], - # efficiency4=costs.at['waste CHP', 'efficiency-heat'], - efficiency2=costs.at["oil", "CO2 intensity"] * (1 - options["cc_fraction"]), - efficiency3=costs.at["oil", "CO2 intensity"] * options["cc_fraction"], + efficiency2=costs.at["waste CHP CC", 'efficiency-heat'], + efficiency3=costs.at["oil", "CO2 intensity"] * (1 - options["cc_fraction"]), + efficiency4=costs.at["oil", "CO2 intensity"] * options["cc_fraction"], lifetime=costs.at["waste CHP CC", "lifetime"], ) From a9d0f295fb5aebe44e86522f2c0c20a133796049 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 13 May 2024 13:41:39 +0000 Subject: [PATCH 115/164] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/make_summary.py | 49 ++++++++++++++++++------------- scripts/prepare_sector_network.py | 8 +++-- 2 files changed, 34 insertions(+), 23 deletions(-) diff --git a/scripts/make_summary.py b/scripts/make_summary.py index dc1aaac1..5746697b 100644 --- a/scripts/make_summary.py +++ b/scripts/make_summary.py @@ -415,8 +415,8 @@ def calculate_supply_energy(n, label, supply_energy): def calculate_nodal_supply_energy(n, label, nodal_supply_energy): """ - Calculate the total energy supply/consumption of each component at the buses - aggregated by carrier and node. + Calculate the total energy supply/consumption of each component at the + buses aggregated by carrier and node. """ bus_carriers = n.buses.carrier.unique() @@ -432,22 +432,27 @@ def calculate_nodal_supply_energy(n, label, nodal_supply_energy): continue s = ( - pd.concat([ - ( - c.pnl.p[items] - .multiply(n.snapshot_weightings.generators, axis=0) - .sum() - .multiply(c.df.loc[items, "sign"]) - ), - c.df.loc[items][["bus", "carrier"]] - ], axis=1) + pd.concat( + [ + ( + c.pnl.p[items] + .multiply(n.snapshot_weightings.generators, axis=0) + .sum() + .multiply(c.df.loc[items, "sign"]) + ), + c.df.loc[items][["bus", "carrier"]], + ], + axis=1, + ) .groupby(by=["bus", "carrier"]) .sum()[0] ) s = pd.concat([s], keys=[c.list_name]) s = pd.concat([s], keys=[i]) - nodal_supply_energy = nodal_supply_energy.reindex(s.index.union(nodal_supply_energy.index)) + nodal_supply_energy = nodal_supply_energy.reindex( + s.index.union(nodal_supply_energy.index) + ) nodal_supply_energy.loc[s.index, label] = s for c in n.iterate_components(n.branch_components): @@ -458,14 +463,18 @@ def calculate_nodal_supply_energy(n, label, nodal_supply_energy): continue s = ( - pd.concat([ - ( - (-1) * c.pnl["p" + end][items] - .multiply(n.snapshot_weightings.generators, axis=0) - .sum() - ), - c.df.loc[items][["bus0", "carrier"]] - ], axis=1) + pd.concat( + [ + ( + (-1) + * c.pnl["p" + end][items] + .multiply(n.snapshot_weightings.generators, axis=0) + .sum() + ), + c.df.loc[items][["bus0", "carrier"]], + ], + axis=1, + ) .groupby(by=["bus0", "carrier"]) .sum()[0] ) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index d2de7c71..c210c6da 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2907,7 +2907,9 @@ def add_industry(n, costs): if ( snakemake.config["industry"]["waste_to_energy"] - and options["regional_oil_demand"] # Should warn if regional_oil_demand is not true!!? + and options[ + "regional_oil_demand" + ] # Should warn if regional_oil_demand is not true!!? ): n.madd( @@ -2957,7 +2959,7 @@ def add_industry(n, costs): * costs.at["waste CHP", "efficiency"], marginal_cost=costs.at["waste CHP", "VOM"], efficiency=costs.at["waste CHP", "efficiency"], - efficiency2=costs.at['waste CHP', 'efficiency-heat'], + efficiency2=costs.at["waste CHP", "efficiency-heat"], efficiency3=costs.at["oil", "CO2 intensity"], lifetime=costs.at["waste CHP", "lifetime"], ) @@ -2977,7 +2979,7 @@ def add_industry(n, costs): * costs.at["waste CHP CC", "efficiency"], marginal_cost=costs.at["waste CHP CC", "VOM"], efficiency=costs.at["waste CHP CC", "efficiency"], - efficiency2=costs.at["waste CHP CC", 'efficiency-heat'], + efficiency2=costs.at["waste CHP CC", "efficiency-heat"], efficiency3=costs.at["oil", "CO2 intensity"] * (1 - options["cc_fraction"]), efficiency4=costs.at["oil", "CO2 intensity"] * options["cc_fraction"], lifetime=costs.at["waste CHP CC", "lifetime"], From 649e277c7d8fd90e89e81be0957598de0909ca64 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 13 May 2024 17:13:16 +0200 Subject: [PATCH 116/164] make waste-to-energy work without regional_oil_demand --- config/config.default.yaml | 1 + scripts/prepare_sector_network.py | 100 +++++++++++++++--------------- 2 files changed, 51 insertions(+), 50 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 05ffb75c..8b7ee474 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -669,6 +669,7 @@ industry: 2050: 0.20 HVC_environment_sequestration_fraction: 0. waste_to_energy: false + waste_to_energy_cc: false sector_ratios_fraction_future: 2020: 0.0 2025: 0.1 diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index d2de7c71..86c79026 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -906,8 +906,6 @@ def add_ammonia(n, costs): nodes = pop_layout.index - cf_industry = snakemake.params.industry - n.add("Carrier", "NH3") n.madd( @@ -2901,18 +2899,17 @@ def add_industry(n, costs): emitted_co2_per_naphtha = costs.at["oil", "CO2 intensity"] - process_co2_per_naphtha non_sequestered = 1 - get( - snakemake.config["industry"]["HVC_environment_sequestration_fraction"], + cf_industry["HVC_environment_sequestration_fraction"], investment_year, ) - if ( - snakemake.config["industry"]["waste_to_energy"] - and options["regional_oil_demand"] # Should warn if regional_oil_demand is not true!!? - ): + if cf_industry["waste_to_energy"] or cf_industry["waste_to_energy_cc"]: + + non_sequestered_hvc_locations = pd.Index(spatial.oil.demand_locations) + " non-sequestered HVC" n.madd( "Bus", - spatial.oil.demand_locations + " non-sequestered HVC", + non_sequestered_hvc_locations, location=spatial.oil.demand_locations, carrier="non-sequestered HVC", unit="MWh_LHV", @@ -2923,7 +2920,7 @@ def add_industry(n, costs): spatial.oil.naphtha, bus0=spatial.oil.nodes, bus1=spatial.oil.naphtha, - bus2=spatial.oil.demand_locations + " non-sequestered HVC", + bus2=non_sequestered_hvc_locations, bus3=spatial.co2.process_emissions, carrier="naphtha for industry", p_nom_extendable=True, @@ -2935,53 +2932,56 @@ def add_industry(n, costs): n.madd( "Link", - spatial.oil.demand_locations + " HVC to air", - bus0=spatial.oil.demand_locations + " non-sequestered HVC", + spatial.oil.demand_locations, + suffix=" HVC to air", + bus0=non_sequestered_hvc_locations, bus1="co2 atmosphere", carrier="HVC to air", p_nom_extendable=True, efficiency=costs.at["oil", "CO2 intensity"], ) - n.madd( - "Link", - spatial.oil.demand_locations + " waste CHP", - bus0=spatial.oil.demand_locations + " non-sequestered HVC", - bus1=spatial.oil.demand_locations, - bus2=spatial.oil.demand_locations + "urban central heat", - bus3="co2 atmosphere", - carrier="waste CHP", - p_nom_extendable=True, - # p_nom=biomass_potential['municipal solid waste'] / 8760, - capital_cost=costs.at["waste CHP", "fixed"] - * costs.at["waste CHP", "efficiency"], - marginal_cost=costs.at["waste CHP", "VOM"], - efficiency=costs.at["waste CHP", "efficiency"], - efficiency2=costs.at['waste CHP', 'efficiency-heat'], - efficiency3=costs.at["oil", "CO2 intensity"], - lifetime=costs.at["waste CHP", "lifetime"], - ) + if cf_industry["waste_to_energy"]: - n.madd( - "Link", - spatial.oil.demand_locations + " waste CHP CC", - bus0=spatial.oil.demand_locations + " non-sequestered HVC", - bus1=spatial.oil.demand_locations, - bus2=spatial.oil.demand_locations + "urban central heat", - bus3="co2 atmosphere", - bus4=spatial.co2.nodes, - carrier="waste CHP CC", - p_nom_extendable=True, - # p_nom=biomass_potential['municipal solid waste'] / 8760, - capital_cost=costs.at["waste CHP CC", "fixed"] - * costs.at["waste CHP CC", "efficiency"], - marginal_cost=costs.at["waste CHP CC", "VOM"], - efficiency=costs.at["waste CHP CC", "efficiency"], - efficiency2=costs.at["waste CHP CC", 'efficiency-heat'], - efficiency3=costs.at["oil", "CO2 intensity"] * (1 - options["cc_fraction"]), - efficiency4=costs.at["oil", "CO2 intensity"] * options["cc_fraction"], - lifetime=costs.at["waste CHP CC", "lifetime"], - ) + n.madd( + "Link", + spatial.nodes + " waste CHP", + bus0=non_sequestered_hvc_locations, + bus1=spatial.nodes, + bus2=spatial.nodes + " urban central heat", + bus3="co2 atmosphere", + carrier="waste CHP", + p_nom_extendable=True, + capital_cost=costs.at["waste CHP", "fixed"] + * costs.at["waste CHP", "efficiency"], + marginal_cost=costs.at["waste CHP", "VOM"], + efficiency=costs.at["waste CHP", "efficiency"], + efficiency2=costs.at['waste CHP', 'efficiency-heat'], + efficiency3=costs.at["oil", "CO2 intensity"], + lifetime=costs.at["waste CHP", "lifetime"], + ) + + if cf_industry["waste_to_energy_cc"]: + + n.madd( + "Link", + spatial.nodes + " waste CHP CC", + bus0=non_sequestered_hvc_locations, + bus1=spatial.nodes, + bus2=spatial.nodes + " urban central heat", + bus3="co2 atmosphere", + bus4=spatial.co2.nodes, + carrier="waste CHP CC", + p_nom_extendable=True, + capital_cost=costs.at["waste CHP CC", "fixed"] + * costs.at["waste CHP CC", "efficiency"], + marginal_cost=costs.at["waste CHP CC", "VOM"], + efficiency=costs.at["waste CHP CC", "efficiency"], + efficiency2=costs.at["waste CHP CC", 'efficiency-heat'], + efficiency3=costs.at["oil", "CO2 intensity"] * (1 - options["cc_fraction"]), + efficiency4=costs.at["oil", "CO2 intensity"] * options["cc_fraction"], + lifetime=costs.at["waste CHP CC", "lifetime"], + ) else: @@ -3207,7 +3207,6 @@ 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"] @@ -3672,6 +3671,7 @@ if __name__ == "__main__": update_config_from_wildcards(snakemake.config, snakemake.wildcards) options = snakemake.params.sector + cf_industry = snakemake.params.industry investment_year = int(snakemake.wildcards.planning_horizons[-4:]) From b529ab1d3c97ee5e30c753baa37ef83987c68e68 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 13 May 2024 15:14:33 +0000 Subject: [PATCH 117/164] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 11 +++++++---- 1 file changed, 7 insertions(+), 4 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 86c79026..89d5cd7d 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2905,7 +2905,9 @@ def add_industry(n, costs): if cf_industry["waste_to_energy"] or cf_industry["waste_to_energy_cc"]: - non_sequestered_hvc_locations = pd.Index(spatial.oil.demand_locations) + " non-sequestered HVC" + non_sequestered_hvc_locations = ( + pd.Index(spatial.oil.demand_locations) + " non-sequestered HVC" + ) n.madd( "Bus", @@ -2956,7 +2958,7 @@ def add_industry(n, costs): * costs.at["waste CHP", "efficiency"], marginal_cost=costs.at["waste CHP", "VOM"], efficiency=costs.at["waste CHP", "efficiency"], - efficiency2=costs.at['waste CHP', 'efficiency-heat'], + efficiency2=costs.at["waste CHP", "efficiency-heat"], efficiency3=costs.at["oil", "CO2 intensity"], lifetime=costs.at["waste CHP", "lifetime"], ) @@ -2977,8 +2979,9 @@ def add_industry(n, costs): * costs.at["waste CHP CC", "efficiency"], marginal_cost=costs.at["waste CHP CC", "VOM"], efficiency=costs.at["waste CHP CC", "efficiency"], - efficiency2=costs.at["waste CHP CC", 'efficiency-heat'], - efficiency3=costs.at["oil", "CO2 intensity"] * (1 - options["cc_fraction"]), + efficiency2=costs.at["waste CHP CC", "efficiency-heat"], + efficiency3=costs.at["oil", "CO2 intensity"] + * (1 - options["cc_fraction"]), efficiency4=costs.at["oil", "CO2 intensity"] * options["cc_fraction"], lifetime=costs.at["waste CHP CC", "lifetime"], ) From 49ca5a456437aabf5a6d62b28b21bf500a876223 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 13 May 2024 17:23:15 +0200 Subject: [PATCH 118/164] add release notes [no ci] --- doc/configtables/industry.csv | 3 +++ doc/release_notes.rst | 10 ++++++++++ 2 files changed, 13 insertions(+) diff --git a/doc/configtables/industry.csv b/doc/configtables/industry.csv index d1b560ed..cee06c97 100644 --- a/doc/configtables/industry.csv +++ b/doc/configtables/industry.csv @@ -16,6 +16,9 @@ petrochemical_process _emissions,MtCO2/a,float,The emission of petrochemical pro HVC_primary_fraction,--,float,The fraction of high value chemicals (HVC) produced via primary route HVC_mechanical_recycling _fraction,--,float,The fraction of high value chemicals (HVC) produced using mechanical recycling HVC_chemical_recycling _fraction,--,float,The fraction of high value chemicals (HVC) produced using chemical recycling +HVC_environment_sequestration_fraction,--,float,The fraction of high value chemicals (HVC) put into landfill resulting in additional carbon sequestration. The default value is 0. +waste_to_energy,--,bool,Switch to enable expansion of waste to energy CHPs for conversion of plastics. Default is false. +waste_to_energy_cc,--,bool,Switch to enable expansion of waste to energy CHPs for conversion of plastics with carbon capture. Default is false. ,,, sector_ratios_fraction_future,--,Dictionary with planning horizons as keys.,The fraction of total progress in fuel and process switching achieved in the industry sector. basic_chemicals_without_NH3_production_today,Mt/a,float,"The amount of basic chemicals produced without ammonia (= 86 Mtethylene-equiv - 17 MtNH3)." diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 2f21127b..c08d0bfe 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,16 @@ Release Notes Upcoming Release ================ +* Added option ``industry: HVC_environment_sequestration_fraction:`` to specify + the fraction of carbon contained plastics that is permanently sequestered in + landfill. The default assumption is that all carbon contained in plastics is + eventually released to the atmosphere. + +* Added option for building waste-to-energy plants with and without carbon + capture to consume non-recycled and non-sequestered plastics. The config + settings are ``industry: waste_to_energy:`` and ``industry: + waste_to_energy_cc``. This does not include municipal solid waste. + * Bump minimum ``powerplantmatching`` version to v0.5.15. * Add floating wind technology for water depths below 60m From da9beaa98f831095d3addbb1972fbafb423f8cef Mon Sep 17 00:00:00 2001 From: lisazeyen <35347358+lisazeyen@users.noreply.github.com> Date: Mon, 13 May 2024 17:33:07 +0200 Subject: [PATCH 119/164] rename Greece iso-code --- scripts/build_energy_totals.py | 1 + 1 file changed, 1 insertion(+) diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index b56d3294..e32a2193 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -142,6 +142,7 @@ def build_eurostat(input_eurostat, countries, nprocesses=1, disable_progressbar= "Domestic navigation": "Domestic Navigation", "International maritime bunkers": "Bunkers", "UK": "GB", + "EL": "GR", } columns_rename = {"Total": "Total all products"} df.rename(index=index_rename, columns=columns_rename, inplace=True) From c311f7bdf83b3b8d80c5ba103753da66daf967b0 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 13 May 2024 15:33:32 +0000 Subject: [PATCH 120/164] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/make_summary.py | 49 ++++++++++++++++++++++++----------------- 1 file changed, 29 insertions(+), 20 deletions(-) diff --git a/scripts/make_summary.py b/scripts/make_summary.py index dc1aaac1..5746697b 100644 --- a/scripts/make_summary.py +++ b/scripts/make_summary.py @@ -415,8 +415,8 @@ def calculate_supply_energy(n, label, supply_energy): def calculate_nodal_supply_energy(n, label, nodal_supply_energy): """ - Calculate the total energy supply/consumption of each component at the buses - aggregated by carrier and node. + Calculate the total energy supply/consumption of each component at the + buses aggregated by carrier and node. """ bus_carriers = n.buses.carrier.unique() @@ -432,22 +432,27 @@ def calculate_nodal_supply_energy(n, label, nodal_supply_energy): continue s = ( - pd.concat([ - ( - c.pnl.p[items] - .multiply(n.snapshot_weightings.generators, axis=0) - .sum() - .multiply(c.df.loc[items, "sign"]) - ), - c.df.loc[items][["bus", "carrier"]] - ], axis=1) + pd.concat( + [ + ( + c.pnl.p[items] + .multiply(n.snapshot_weightings.generators, axis=0) + .sum() + .multiply(c.df.loc[items, "sign"]) + ), + c.df.loc[items][["bus", "carrier"]], + ], + axis=1, + ) .groupby(by=["bus", "carrier"]) .sum()[0] ) s = pd.concat([s], keys=[c.list_name]) s = pd.concat([s], keys=[i]) - nodal_supply_energy = nodal_supply_energy.reindex(s.index.union(nodal_supply_energy.index)) + nodal_supply_energy = nodal_supply_energy.reindex( + s.index.union(nodal_supply_energy.index) + ) nodal_supply_energy.loc[s.index, label] = s for c in n.iterate_components(n.branch_components): @@ -458,14 +463,18 @@ def calculate_nodal_supply_energy(n, label, nodal_supply_energy): continue s = ( - pd.concat([ - ( - (-1) * c.pnl["p" + end][items] - .multiply(n.snapshot_weightings.generators, axis=0) - .sum() - ), - c.df.loc[items][["bus0", "carrier"]] - ], axis=1) + pd.concat( + [ + ( + (-1) + * c.pnl["p" + end][items] + .multiply(n.snapshot_weightings.generators, axis=0) + .sum() + ), + c.df.loc[items][["bus0", "carrier"]], + ], + axis=1, + ) .groupby(by=["bus0", "carrier"]) .sum()[0] ) From a9333458b316690d5c28da2e98e5972687e06dc0 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 13 May 2024 17:40:10 +0200 Subject: [PATCH 121/164] handle potentially diverging spatial resolutions of HVC --- config/test/config.overnight.yaml | 5 +++++ scripts/prepare_sector_network.py | 9 +++++++-- 2 files changed, 12 insertions(+), 2 deletions(-) diff --git a/config/test/config.overnight.yaml b/config/test/config.overnight.yaml index 09342ae9..813211be 100644 --- a/config/test/config.overnight.yaml +++ b/config/test/config.overnight.yaml @@ -70,6 +70,11 @@ sector: gas_network: true H2_retrofit: true +industry: + HVC_environment_sequestration_fraction: 0.5 + waste_to_energy: true + waste_to_energy_cc: true + solving: solver: name: glpk diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 89d5cd7d..d35af1c9 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2943,12 +2943,17 @@ def add_industry(n, costs): efficiency=costs.at["oil", "CO2 intensity"], ) + if len(non_sequestered_hvc_locations) == 1: + waste_source = non_sequestered_hvc_locations[0] + else: + waste_source = non_sequestered_hvc_locations + if cf_industry["waste_to_energy"]: n.madd( "Link", spatial.nodes + " waste CHP", - bus0=non_sequestered_hvc_locations, + bus0=waste_source, bus1=spatial.nodes, bus2=spatial.nodes + " urban central heat", bus3="co2 atmosphere", @@ -2968,7 +2973,7 @@ def add_industry(n, costs): n.madd( "Link", spatial.nodes + " waste CHP CC", - bus0=non_sequestered_hvc_locations, + bus0=waste_source, bus1=spatial.nodes, bus2=spatial.nodes + " urban central heat", bus3="co2 atmosphere", From 788e07a0d16729bfcf0b01353092cd0d7d86e9aa Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 13 May 2024 17:56:28 +0200 Subject: [PATCH 122/164] bugfix to avoid duplicated offshore regions (closes #396) --- doc/release_notes.rst | 2 ++ scripts/base_network.py | 2 +- 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index ef019ad6..012f1155 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,8 @@ Release Notes Upcoming Release ================ +* Bugfix to avoid duplicated offshore regions. + * Added option ``industry: HVC_environment_sequestration_fraction:`` to specify the fraction of carbon contained plastics that is permanently sequestered in landfill. The default assumption is that all carbon contained in plastics is diff --git a/scripts/base_network.py b/scripts/base_network.py index 432813cf..870fcf19 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -569,7 +569,7 @@ def _set_countries_and_substations(n, config, country_shapes, offshore_shapes): buses["substation_lv"] = ( lv_b & onshore_b & (~buses["under_construction"]) & has_connections_b ) - buses["substation_off"] = (offshore_b | (hv_b & onshore_b)) & ( + buses["substation_off"] = ((hv_b & offshore_b) | (hv_b & onshore_b)) & ( ~buses["under_construction"] ) From e42ccc2345119dce6ca2c7721c14581fad842949 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 13 May 2024 17:57:45 +0200 Subject: [PATCH 123/164] keep lines under_construction to avoid num_parallel=0 (closes #444) --- 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 90a086ab..255a5c1b 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -278,7 +278,7 @@ lines: 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 + under_construction: 'keep' # 'zero': set capacity to zero, 'remove': remove, 'keep': with full capacity dynamic_line_rating: activate: false cutout: europe-2013-era5 From cadd33431fba87c6a679519ef9e3f19d2955d517 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 13 May 2024 17:59:21 +0200 Subject: [PATCH 124/164] sanitize_locations: avoid attribute error for electricity-only runs (closes #939) --- scripts/add_extra_components.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/scripts/add_extra_components.py b/scripts/add_extra_components.py index eb14436e..90e7eaec 100644 --- a/scripts/add_extra_components.py +++ b/scripts/add_extra_components.py @@ -246,7 +246,8 @@ if __name__ == "__main__": attach_hydrogen_pipelines(n, costs, extendable_carriers) sanitize_carriers(n, snakemake.config) - sanitize_locations(n) + if "location" in n.buses: + sanitize_locations(n) n.meta = dict(snakemake.config, **dict(wildcards=dict(snakemake.wildcards))) n.export_to_netcdf(snakemake.output[0]) From 4f9a5d69462830aed04ccad2395ee6799586b2b7 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 13 May 2024 19:38:31 +0000 Subject: [PATCH 125/164] [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: v0.10.1 → v0.10.2](https://github.com/snakemake/snakefmt/compare/v0.10.1...v0.10.2) --- .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 3ffe8d9e..7acbef9b 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: v0.10.1 + rev: v0.10.2 hooks: - id: snakefmt From 985aecb0c4629c66337b86f3b31fd711099f3a72 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 13 May 2024 19:38:59 +0000 Subject: [PATCH 126/164] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/build_electricity.smk | 10 +++++----- rules/retrieve.smk | 4 ++-- scripts/add_brownfield.py | 12 ++++-------- 3 files changed, 11 insertions(+), 15 deletions(-) diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index 8b06f915..b415d2d9 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -396,7 +396,7 @@ rule add_electricity: else resources("networks/base.nc") ), tech_costs=lambda w: resources( - f"costs_{config_provider('costs', 'year') (w)}.csv" + f"costs_{config_provider('costs', 'year')(w)}.csv" ), regions=resources("regions_onshore.geojson"), powerplants=resources("powerplants.csv"), @@ -441,7 +441,7 @@ rule simplify_network: input: network=resources("networks/elec.nc"), tech_costs=lambda w: resources( - f"costs_{config_provider('costs', 'year') (w)}.csv" + f"costs_{config_provider('costs', 'year')(w)}.csv" ), regions_onshore=resources("regions_onshore.geojson"), regions_offshore=resources("regions_offshore.geojson"), @@ -489,7 +489,7 @@ rule cluster_network: else [] ), tech_costs=lambda w: resources( - f"costs_{config_provider('costs', 'year') (w)}.csv" + f"costs_{config_provider('costs', 'year')(w)}.csv" ), output: network=resources("networks/elec_s{simpl}_{clusters}.nc"), @@ -518,7 +518,7 @@ rule add_extra_components: input: network=resources("networks/elec_s{simpl}_{clusters}.nc"), tech_costs=lambda w: resources( - f"costs_{config_provider('costs', 'year') (w)}.csv" + f"costs_{config_provider('costs', 'year')(w)}.csv" ), output: resources("networks/elec_s{simpl}_{clusters}_ec.nc"), @@ -553,7 +553,7 @@ rule prepare_network: input: resources("networks/elec_s{simpl}_{clusters}_ec.nc"), tech_costs=lambda w: resources( - f"costs_{config_provider('costs', 'year') (w)}.csv" + f"costs_{config_provider('costs', 'year')(w)}.csv" ), co2_price=lambda w: resources("co2_price.csv") if "Ept" in w.opts else [], output: diff --git a/rules/retrieve.smk b/rules/retrieve.smk index 64afdc13..d9ba58e2 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -249,7 +249,7 @@ 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: @@ -272,7 +272,7 @@ 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}") diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index 6999cafe..76e16716 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -111,16 +111,12 @@ def add_brownfield(n, n_p, year): .groupby(level=0) .sum() ) - remaining_capacity = ( - pipe_capacity - - CH4_per_H2 - * already_retrofitted.reindex(index=pipe_capacity.index).fillna(0) - ) + remaining_capacity = pipe_capacity - CH4_per_H2 * already_retrofitted.reindex( + index=pipe_capacity.index + ).fillna(0) n.links.loc[gas_pipes_i, "p_nom"] = remaining_capacity else: - new_pipes = n.links.carrier.isin(pipe_carrier) & ( - n.links.build_year == year - ) + new_pipes = n.links.carrier.isin(pipe_carrier) & (n.links.build_year == year) n.links.loc[new_pipes, "p_nom"] = 0.0 n.links.loc[new_pipes, "p_nom_min"] = 0.0 From 6f84b68c4928cb80094fb4277ee3a3f07212f30a Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Tue, 14 May 2024 11:51:41 +0200 Subject: [PATCH 127/164] bump technology-data version to 0.9.0 --- 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 255a5c1b..1e7af9ea 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -697,7 +697,7 @@ industry: # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#costs costs: year: 2030 - version: v0.8.1 + version: v0.9.0 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 5d443c6c..6605f9a4 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,8 @@ Release Notes Upcoming Release ================ +* The technology-data version was updated to v0.9.0. + * Bugfix to avoid duplicated offshore regions. * Added option ``industry: HVC_environment_sequestration_fraction:`` to specify From 354fffe6f0f6c4777100e93dc2de465e27f49afe Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Tue, 14 May 2024 17:01:04 +0200 Subject: [PATCH 128/164] Split time agg into own rule; same agg for all planning horizons --- rules/build_sector.smk | 38 +++++++- scripts/prepare_sector_network.py | 149 +++++++----------------------- scripts/time_aggregation.py | 112 ++++++++++++++++++++++ 3 files changed, 184 insertions(+), 115 deletions(-) create mode 100644 scripts/time_aggregation.py diff --git a/rules/build_sector.smk b/rules/build_sector.smk index c2ca80c3..86784fe8 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -859,6 +859,40 @@ rule build_existing_heating_distribution: "../scripts/build_existing_heating_distribution.py" +rule time_aggregation: + params: + time_resolution=config_provider("clustering", "temporal", "resolution_sector"), + drop_leap_day=config_provider("enable", "drop_leap_day"), + solver_name=config_provider("solving", "solver", "name"), + input: + network=resources("networks/elec_s{simpl}_{clusters}_ec_l{ll}_{opts}.nc"), + hourly_heat_demand_total=lambda w: ( + resources("hourly_heat_demand_total_elec_s{simpl}_{clusters}.nc") + if config_provider("sector", "heating")(w) + else None + ), + solar_thermal_total=lambda w: ( + resources("solar_thermal_total_elec_s{simpl}_{clusters}.nc") + if config_provider("sector", "solar_thermal")(w) + else None + ), + output: + snapshot_weightings=resources( + "snapshot_weightings_elec_s{simpl}_{clusters}_ec_l{ll}_{opts}.csv" + ), + threads: 1 + resources: + mem_mb=5000, + log: + logs("time_aggregation_elec_s{simpl}_{clusters}_ec_l{ll}_{opts}.log"), + benchmark: + benchmarks("time_aggregation_elec_s{simpl}_{clusters}_ec_l{ll}_{opts}") + conda: + "../envs/environment.yaml" + script: + "../scripts/time_aggregation.py" + + def input_profile_offwind(w): return { f"profile_{tech}": resources(f"profile_{tech}.nc") @@ -870,7 +904,6 @@ def input_profile_offwind(w): rule prepare_sector_network: params: time_resolution=config_provider("clustering", "temporal", "resolution_sector"), - drop_leap_day=config_provider("enable", "drop_leap_day"), co2_budget=config_provider("co2_budget"), conventional_carriers=config_provider( "existing_capacities", "conventional_carriers" @@ -891,6 +924,9 @@ rule prepare_sector_network: unpack(input_profile_offwind), **rules.cluster_gas_network.output, **rules.build_gas_input_locations.output, + snapshot_weightings=resources( + "snapshot_weightings_elec_s{simpl}_{clusters}_ec_l{ll}_{opts}.csv" + ), retro_cost=lambda w: ( resources("retro_cost_elec_s{simpl}_{clusters}.csv") if config_provider("sector", "retrofitting", "retro_endogen")(w) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index d35af1c9..fb6af976 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -809,33 +809,6 @@ def add_co2limit(n, options, nyears=1.0, limit=0.0): ) -# TODO PyPSA-Eur merge issue -def average_every_nhours(n, offset): - logger.info(f"Resampling the network to {offset}") - m = n.copy(with_time=False) - - snapshot_weightings = n.snapshot_weightings.resample(offset).sum() - sns = snapshot_weightings.index - if snakemake.params.drop_leap_day: - sns = sns[~((sns.month == 2) & (sns.day == 29))] - snapshot_weightings = snapshot_weightings.loc[sns] - m.set_snapshots(snapshot_weightings.index) - m.snapshot_weightings = snapshot_weightings - - for c in n.iterate_components(): - pnl = getattr(m, c.list_name + "_t") - for k, df in c.pnl.items(): - if not df.empty: - if c.list_name == "stores" and k == "e_max_pu": - pnl[k] = df.resample(offset).min() - elif c.list_name == "stores" and k == "e_min_pu": - pnl[k] = df.resample(offset).max() - else: - pnl[k] = df.resample(offset).mean() - - return m - - def cycling_shift(df, steps=1): """ Cyclic shift on index of pd.Series|pd.DataFrame by number of steps. @@ -3513,100 +3486,48 @@ def cluster_heat_buses(n): import_components_from_dataframe(n, df.loc[to_add], c.name) -def apply_time_segmentation( - n, segments, solver_name="cbc", overwrite_time_dependent=True -): +def set_temporal_aggregation(n, resolution, snapshot_weightings): """ - 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 + Aggregate time-varying data to the given snapshots. """ - try: - import tsam.timeseriesaggregation as tsam - except ImportError: - 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) - - # normalise all time-dependent data - annual_max = raw.max().replace(0, 1) - raw = raw.div(annual_max, level=0) - - # get representative segments - agg = tsam.TimeSeriesAggregation( - raw, - hoursPerPeriod=len(raw), - 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.index[0] + pd.Timedelta(f"{offset}h") for offset in offsets] - snapshots = pd.DatetimeIndex(timesteps) - sn_weightings = pd.Series( - weightings, index=snapshots, name="weightings", dtype="float64" - ) - 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) - - # 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(n, resolution, solver_name): - """ - Aggregate network temporally. - """ - if not resolution: - return n - - # representative snapshots if "sn" in resolution.lower(): + # Representative snapshots are dealt with directly sn = int(resolution[:-2]) logger.info("Use every %s snapshot as representative", sn) n.set_snapshots(n.snapshots[::sn]) n.snapshot_weightings *= sn + else: + # Otherwise, use the provided snapshots + snapshot_weightings = pd.read_csv( + snapshot_weightings, index_col=0, parse_dates=True + ) - # segments with package tsam - elif "seg" in resolution.lower(): - segments = int(resolution[:-3]) - logger.info("Use temporal segmentation with %s segments", segments) - n = apply_time_segmentation(n, segments, solver_name=solver_name) + n.set_snapshots(snapshot_weightings.index) + n.snapshot_weightings = snapshot_weightings - # temporal averaging - elif "h" in resolution.lower(): - logger.info("Aggregate to frequency %s", resolution) - n = average_every_nhours(n, resolution) + # Define a series used for aggregation, mapping each hour in + # n.snapshots to the closest previous timestep in + # snapshot_weightings.index + aggregation_map = ( + pd.Series( + snapshot_weightings.index.get_indexer(n.snapshots), index=n.snapshots + ) + .replace(-1, np.nan) + .ffill() + .astype(int) + .map(lambda i: snapshot_weightings.index[i]) + ) - return n + # Aggregation all time-varying data. + for c in n.iterate_components(): + for k, df in c.pnl.items(): + if not df.empty: + if c.list_name == "stores" and k == "e_max_pu": + c.pnl[k] = df.groupby(aggregation_map).min() + elif c.list_name == "stores" and k == "e_min_pu": + c.pnl[k] = df.groupby(aggregation_map).max() + else: + c.pnl[k] = df.groupby(aggregation_map).mean() def lossy_bidirectional_links(n, carrier, efficiencies={}): @@ -3758,9 +3679,9 @@ if __name__ == "__main__": if options["allam_cycle"]: add_allam(n, costs) - solver_name = snakemake.config["solving"]["solver"]["name"] - resolution = snakemake.params.time_resolution - n = set_temporal_aggregation(n, resolution, solver_name) + set_temporal_aggregation( + n, snakemake.params.time_resolution, snakemake.input.snapshot_weightings + ) co2_budget = snakemake.params.co2_budget if isinstance(co2_budget, str) and co2_budget.startswith("cb"): diff --git a/scripts/time_aggregation.py b/scripts/time_aggregation.py new file mode 100644 index 00000000..3d908481 --- /dev/null +++ b/scripts/time_aggregation.py @@ -0,0 +1,112 @@ +# -*- coding: utf-8 -*- +import logging + +import numpy as np +import pandas as pd +import pypsa +import xarray as xr +from _helpers import ( + configure_logging, + set_scenario_config, + update_config_from_wildcards, +) + +if __name__ == "__main__": + if "snakemake" not in globals(): + from _helpers import mock_snakemake + + snakemake = mock_snakemake( + "time_aggregation", + configfiles="test/config.overnight.yaml", + simpl="", + opts="", + clusters="37", + ll="v1.0", + sector_opts="CO2L0-24h-T-H-B-I-A-dist1", + planning_horizons="2030", + ) + + configure_logging(snakemake) + set_scenario_config(snakemake) + update_config_from_wildcards(snakemake.config, snakemake.wildcards) + + n = pypsa.Network(snakemake.input.network) + resolution = snakemake.params.time_resolution + + # Representative snapshots + if "sn" in resolution.lower(): + logger.info("Use representative snapshots") + # Output an empty csv; this is taken care of in prepare_sector_network.py + pd.DataFrame().to_csv(snakemake.output.snapshot_weightings) + + # Plain resampling + elif "h" in resolution.lower(): + offset = resolution.lower() + logger.info(f"Averaging every {offset} hours") + snapshot_weightings = n.snapshot_weightings.resample(offset).sum() + sns = snapshot_weightings.index + if snakemake.params.drop_leap_day: + sns = sns[~((sns.month == 2) & (sns.day == 29))] + snapshot_weightings = snapshot_weightings.loc[sns] + snapshot_weightings.to_csv(snakemake.output.snapshot_weightings) + + # Temporal segmentation + elif "seg" in resolution.lower(): + segments = int(resolution[:-3]) + logger.info(f"Use temporal segmentation with {segments} segments") + + try: + import tsam.timeseriesaggregation as tsam + except ImportError: + raise ModuleNotFoundError( + "Optional dependency 'tsam' not found." "Install via 'pip install tsam'" + ) + + # Get all time-dependent data + dfs = [ + pnl + for c in n.iterate_components() + for attr, pnl in c.pnl.items() + if not pnl.empty and attr != "e_min_pu" + ] + dfs.append( + xr.open_dataset(snakemake.input.hourly_heat_demand_total) + .to_dataframe() + .unstack(level=1) + ) + dfs.append( + xr.open_dataset(snakemake.input.solar_thermal_total) + .to_dataframe() + .unstack(level=1) + ) + df = pd.concat(dfs, axis=1) + + # Reset columns to flat index + df = df.T.reset_index(drop=True).T + + # Normalise all time-dependent data + annual_max = df.max().replace(0, 1) + df = df.div(annual_max, level=0) + + # Get representative segments + agg = tsam.TimeSeriesAggregation( + df, + hoursPerPeriod=len(df), + noTypicalPeriods=1, + noSegments=segments, + segmentation=True, + solver=snakemake.params.solver_name, + ) + agg = agg.createTypicalPeriods() + + weightings = agg.index.get_level_values("Segment Duration") + offsets = np.insert(np.cumsum(weightings[:-1]), 0, 0) + snapshot_weightings = n.snapshot_weightings.loc[n.snapshots[offsets]].mul( + weightings, axis=0 + ) + + logger.info( + f"Distribution of snapshot durations:\n{snapshot_weightings.objective.value_counts()}" + ) + + snapshot_weightings.to_csv(snakemake.output.snapshot_weightings) From f8f0b4cea0a2c9b2ff54fa59f2a03036ddfeff51 Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Wed, 15 May 2024 13:34:20 +0200 Subject: [PATCH 129/164] Document the new time_aggregation rule --- doc/img/workflow.png | Bin 716250 -> 726494 bytes doc/release_notes.rst | 2 + doc/sector.rst | 5 + doc/tutorial_sector.rst | 884 ++++++++++++++---------------------- scripts/time_aggregation.py | 58 ++- 5 files changed, 391 insertions(+), 558 deletions(-) diff --git a/doc/img/workflow.png b/doc/img/workflow.png index 96ce7f378295fc0d71048e051bc10daf53742759..0b274af8e232b0c2fad4bfbffdedc206087c9768 100644 GIT binary patch literal 726494 zcmZsC2|QHq7xzd}G_;}YNfbgG*%LyAh#|X5)*1WQw`3_HBq?i%Fm^K-yJRb5XN(~< 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When using time step segmentation, time aggregation is constant over planning horizons of the same network. + PyPSA-Eur 0.10.0 (19th February 2024) ===================================== diff --git a/doc/sector.rst b/doc/sector.rst index bdfc5386..e186ccf7 100644 --- a/doc/sector.rst +++ b/doc/sector.rst @@ -183,6 +183,11 @@ Rule ``cluster_gas_network`` .. automodule:: cluster_gas_network +Rule ``time_aggregation`` +============================================================================== + +.. automodule:: time_aggregation + Rule ``prepare_sector_network`` ============================================================================== diff --git a/doc/tutorial_sector.rst b/doc/tutorial_sector.rst index 67b65a3e..70943ab0 100644 --- a/doc/tutorial_sector.rst +++ b/doc/tutorial_sector.rst @@ -71,12 +71,14 @@ which were already included in the electricity-only tutorial: add_electricity 1 add_extra_components 1 all 1 + base_network 1 build_ammonia_production 1 build_biomass_potentials 1 build_clustered_population_layouts 1 build_cop_profiles 1 build_daily_heat_demand 1 build_district_heat_share 1 + build_electricity_demand 1 build_energy_totals 1 build_gas_input_locations 1 build_gas_network 1 @@ -93,8 +95,10 @@ which were already included in the electricity-only tutorial: build_industry_sector_ratios_intermediate 1 build_population_layouts 1 build_population_weighted_energy_totals 2 - build_renewable_profiles 4 + build_powerplants 1 + build_renewable_profiles 5 build_salt_cavern_potentials 1 + build_shapes 1 build_ship_raster 1 build_shipping_demand 1 build_simplified_population_layouts 1 @@ -117,9 +121,12 @@ which were already included in the electricity-only tutorial: retrieve_electricity_demand 1 retrieve_eurostat_data 1 retrieve_gas_infrastructure_data 1 + retrieve_ship_raster 1 + retrieve_synthetic_electricity_demand 1 simplify_network 1 solve_sector_network 1 - total 63 + time_aggregation 1 + total 67 This covers the retrieval of additional raw data from online resources and preprocessing data about the transport, industry, and heating sectors as well as @@ -138,243 +145,203 @@ successfully. graph[bgcolor=white, margin=0]; node[shape=box, style=rounded, fontname=sans, fontsize=10, penwidth=2]; edge[penwidth=2, color=grey]; - 0[label = "all", color = "0.44 0.6 0.85", style="rounded"]; - 1[label = "plot_summary", color = "0.63 0.6 0.85", style="rounded"]; - 2[label = "make_summary", color = "0.59 0.6 0.85", style="rounded"]; - 3[label = "solve_sector_network", color = "0.47 0.6 0.85", style="rounded"]; - 4[label = "prepare_sector_network\nsector_opts: CO2L0-24h-T-H-B-I-A-dist1", color = "0.47 0.6 0.85", style="rounded"]; - 5[label = "build_renewable_profiles\ntechnology: offwind-ac", color = "0.62 0.6 0.85", style="rounded"]; - 6[label = "base_network", color = "0.27 0.6 0.85", style="rounded"]; - 7[label = "build_shapes", color = "0.43 0.6 0.85", style="rounded"]; - 8[label = "retrieve_databundle", color = "0.55 0.6 0.85", 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-> 5 - 13 -> 5 - 14 -> 5 - 27 -> 5 - 28 -> 5 - 30 -> 5 - 31 -> 5 - 35 -> 5 - 37 -> 5 - 38 -> 5 - 32 -> 5 - 9 -> 5 - 40 -> 5 - 22 -> 5 - 41 -> 5 - 18 -> 5 - 17 -> 5 + 35 -> 4 + 16 -> 4 + 20 -> 4 + 54 -> 4 + 55 -> 4 + 19 -> 4 + 5 -> 4 + 25 -> 5 33 -> 5 - 42 -> 5 - 43 -> 5 + 54 -> 5 + 40 -> 5 + 37 -> 5 + 41 -> 5 + 38 -> 5 53 -> 5 - 55 -> 5 + 34 -> 5 39 -> 5 - 56 -> 5 - 57 -> 5 - 58 -> 5 - 59 -> 5 - 60 -> 5 - 61 -> 5 + 13 -> 5 + 42 -> 5 + 26 -> 5 + 32 -> 5 + 28 -> 5 + 17 -> 5 + 16 -> 5 + 35 -> 5 + 24 -> 5 + 43 -> 5 + 6 -> 5 + 31 -> 5 + 9 -> 5 + 19 -> 5 + 8 -> 6 7 -> 6 9 -> 6 - 10 -> 6 - 8 -> 6 12 -> 6 + 10 -> 6 8 -> 7 9 -> 8 - 11 -> 10 12 -> 10 - 7 -> 13 - 9 -> 13 - 10 -> 13 - 8 -> 13 - 12 -> 13 + 11 -> 10 + 14 -> 13 + 16 -> 13 15 -> 14 - 17 -> 14 - 16 -> 15 + 17 -> 16 + 19 -> 16 18 -> 17 - 22 -> 17 - 19 -> 18 - 22 -> 18 + 7 -> 17 + 19 -> 17 + 8 -> 18 + 21 -> 18 7 -> 18 - 20 -> 19 - 21 -> 19 - 6 -> 19 - 13 -> 19 - 7 -> 19 - 22 -> 19 - 23 -> 19 - 24 -> 19 - 8 -> 19 + 20 -> 18 + 19 -> 18 + 6 -> 18 7 -> 20 - 9 -> 20 - 8 -> 20 - 12 -> 20 - 7 -> 21 - 9 -> 21 - 8 -> 21 - 12 -> 21 - 7 -> 23 - 25 -> 24 - 26 -> 24 + 22 -> 21 + 23 -> 21 + 15 -> 24 + 16 -> 24 + 31 -> 25 + 26 -> 25 + 28 -> 25 + 19 -> 26 + 27 -> 26 + 19 -> 27 16 -> 27 - 17 -> 27 29 -> 28 - 22 -> 28 - 17 -> 29 - 22 -> 29 - 32 -> 31 - 33 -> 31 - 8 -> 32 - 9 -> 32 - 30 -> 32 + 12 -> 29 + 16 -> 29 + 30 -> 29 + 12 -> 30 + 8 -> 30 + 12 -> 31 + 16 -> 31 + 30 -> 31 34 -> 33 - 17 -> 33 - 12 -> 33 + 36 -> 33 + 35 -> 33 + 9 -> 34 + 32 -> 34 8 -> 34 - 12 -> 34 - 36 -> 35 - 33 -> 35 - 32 -> 36 + 12 -> 35 + 16 -> 35 + 30 -> 35 + 34 -> 36 + 34 -> 37 8 -> 37 - 17 -> 37 - 32 -> 37 - 33 -> 38 - 31 -> 38 - 32 -> 38 - 9 -> 38 + 16 -> 37 39 -> 38 - 34 -> 39 - 17 -> 39 + 33 -> 38 + 35 -> 38 + 9 -> 38 + 34 -> 38 12 -> 39 + 16 -> 39 + 30 -> 39 9 -> 40 - 17 -> 40 8 -> 40 + 16 -> 40 9 -> 41 - 17 -> 41 - 34 -> 42 - 18 -> 42 + 16 -> 41 12 -> 42 - 44 -> 43 + 17 -> 42 + 30 -> 42 49 -> 43 52 -> 43 + 44 -> 43 45 -> 44 - 47 -> 44 48 -> 44 - 46 -> 45 + 47 -> 44 9 -> 45 + 46 -> 45 9 -> 46 9 -> 47 48 -> 47 - 46 -> 48 9 -> 48 - 30 -> 48 + 32 -> 48 + 46 -> 48 50 -> 49 51 -> 49 - 17 -> 50 - 33 -> 50 + 35 -> 50 + 16 -> 50 48 -> 51 - 50 -> 52 47 -> 52 - 54 -> 53 - 34 -> 54 - 17 -> 54 - 12 -> 54 - 32 -> 55 + 50 -> 52 + 34 -> 53 + 35 -> 53 + 39 -> 54 + 53 -> 55 + 35 -> 55 33 -> 55 - 34 -> 56 17 -> 56 - 12 -> 56 - 34 -> 57 - 17 -> 57 - 12 -> 57 - 39 -> 58 - 56 -> 58 - 57 -> 58 - 34 -> 59 - 17 -> 59 - 12 -> 59 - 34 -> 60 - 17 -> 60 - 12 -> 60 - 34 -> 61 - 17 -> 61 - 12 -> 61 - 33 -> 62 - 31 -> 62 - 55 -> 62 - 64 -> 63 - 67 -> 63 - 20 -> 64 - 21 -> 64 - 6 -> 64 - 13 -> 64 - 18 -> 64 - 17 -> 64 - 65 -> 64 - 3 -> 64 - 67 -> 64 - 58 -> 64 - 6 -> 65 - 13 -> 65 - 14 -> 65 - 27 -> 65 - 28 -> 65 - 30 -> 65 - 31 -> 65 - 35 -> 65 - 37 -> 65 - 38 -> 65 - 32 -> 65 - 9 -> 65 - 66 -> 65 - 67 -> 65 - 41 -> 65 - 18 -> 65 - 17 -> 65 - 33 -> 65 - 42 -> 65 - 68 -> 65 - 53 -> 65 - 72 -> 65 - 39 -> 65 - 56 -> 65 - 57 -> 65 - 58 -> 65 - 59 -> 65 - 60 -> 65 - 61 -> 65 - 9 -> 66 - 17 -> 66 - 8 -> 66 - 69 -> 68 - 70 -> 68 - 52 -> 68 - 45 -> 69 - 47 -> 69 - 48 -> 69 - 50 -> 70 - 71 -> 70 - 48 -> 71 - 32 -> 72 - 33 -> 72 - 74 -> 73 - 77 -> 73 - 20 -> 74 - 21 -> 74 - 6 -> 74 - 13 -> 74 - 18 -> 74 - 17 -> 74 - 75 -> 74 - 63 -> 74 - 77 -> 74 - 58 -> 74 - 6 -> 75 - 13 -> 75 - 14 -> 75 - 27 -> 75 - 28 -> 75 - 30 -> 75 - 31 -> 75 - 35 -> 75 - 37 -> 75 - 38 -> 75 - 32 -> 75 - 9 -> 75 - 76 -> 75 - 77 -> 75 - 41 -> 75 - 18 -> 75 - 17 -> 75 - 33 -> 75 - 42 -> 75 - 78 -> 75 - 53 -> 75 - 82 -> 75 - 39 -> 75 - 56 -> 75 - 57 -> 75 - 58 -> 75 - 59 -> 75 - 60 -> 75 - 61 -> 75 - 9 -> 76 - 17 -> 76 - 8 -> 76 - 79 -> 78 - 80 -> 78 - 52 -> 78 - 45 -> 79 - 47 -> 79 - 48 -> 79 - 50 -> 80 - 81 -> 80 - 48 -> 81 - 32 -> 82 - 33 -> 82 - 17 -> 83 - 3 -> 84 - 17 -> 84 - 63 -> 85 - 17 -> 85 - 73 -> 86 - 17 -> 86 - 3 -> 87 - 17 -> 87 - 63 -> 88 - 17 -> 88 - 73 -> 89 - 17 -> 89 + 3 -> 56 + 16 -> 56 + 54 -> 56 + 19 -> 56 + 5 -> 56 + 6 -> 56 + 16 -> 57 + 16 -> 58 + 3 -> 58 + 16 -> 59 + 3 -> 59 } | diff --git a/scripts/time_aggregation.py b/scripts/time_aggregation.py index 3d908481..93b41f3a 100644 --- a/scripts/time_aggregation.py +++ b/scripts/time_aggregation.py @@ -1,4 +1,40 @@ # -*- coding: utf-8 -*- +# SPDX-FileCopyrightText: : 2017-2024 The PyPSA-Eur Authors +# +# SPDX-License-Identifier: MIT +""" +Defines the time aggregation to be used for sector-coupled network. + +Relevant Settings +----------------- + +.. code:: yaml + + clustering: + temporal: + resolution_sector: + + enable: + drop_leap_day: + +Inputs +------ + +- ``networks/elec_s{simpl}_{clusters}_ec_l{ll}_{opts}.nc``: the network whose snapshots are to be aggregated +- ``resources/hourly_heat_demand_total_elec_s{simpl}_{clusters}.nc``: the total hourly heat demand +- ``resources/solar_thermal_total_elec_s{simpl}_{clusters}.nc``: the total hourly solar thermal generation + +Outputs +------- + +- ``snapshot_weightings_elec_s{simpl}_{clusters}_ec_l{ll}_{opts}.csv`` + +Description +----------- +Computes a time aggregation scheme for the given network, in the form of a CSV file with the snapshot weightings, indexed by the new subset of snapshots. This rule only computes said aggregation scheme; aggregation of time-varying network data is done in ``prepare_sector_network.py``. +""" + + import logging import numpy as np @@ -69,16 +105,18 @@ if __name__ == "__main__": for attr, pnl in c.pnl.items() if not pnl.empty and attr != "e_min_pu" ] - dfs.append( - xr.open_dataset(snakemake.input.hourly_heat_demand_total) - .to_dataframe() - .unstack(level=1) - ) - dfs.append( - xr.open_dataset(snakemake.input.solar_thermal_total) - .to_dataframe() - .unstack(level=1) - ) + if snakemake.input.hourly_heat_demand_total: + dfs.append( + xr.open_dataset(snakemake.input.hourly_heat_demand_total) + .to_dataframe() + .unstack(level=1) + ) + if snakemake.input.solar_thermal_total: + dfs.append( + xr.open_dataset(snakemake.input.solar_thermal_total) + .to_dataframe() + .unstack(level=1) + ) df = pd.concat(dfs, axis=1) # Reset columns to flat index From 26184e370bd3ec34ecfc8209c7c27909eb5625e7 Mon Sep 17 00:00:00 2001 From: JulianGeis Date: Wed, 17 Apr 2024 15:02:13 +0200 Subject: [PATCH 130/164] add functionality for post discretization of lines and transmission infrastructure links --- scripts/solve_network.py | 13 ++++++++----- 1 file changed, 8 insertions(+), 5 deletions(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 9a6384b5..2a64a0f8 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -45,6 +45,7 @@ from _helpers import ( ) from pypsa.descriptors import get_activity_mask from pypsa.descriptors import get_switchable_as_dense as get_as_dense +from pypsa.optimization.abstract import optimize_transmission_expansion_iteratively logger = logging.getLogger(__name__) pypsa.pf.logger.setLevel(logging.WARNING) @@ -919,11 +920,13 @@ def solve_network(n, config, solving, **kwargs): elif skip_iterations: status, condition = n.optimize(**kwargs) else: - kwargs["track_iterations"] = (cf_solving.get("track_iterations", False),) - kwargs["min_iterations"] = (cf_solving.get("min_iterations", 4),) - kwargs["max_iterations"] = (cf_solving.get("max_iterations", 6),) - status, condition = n.optimize.optimize_transmission_expansion_iteratively( - **kwargs + kwargs["track_iterations"] = cf_solving["track_iterations"] + kwargs["min_iterations"] = cf_solving["min_iterations"] + kwargs["max_iterations"] = cf_solving["max_iterations"] + kwargs["lines_disc"] = config["post-discretization"]["lines"] + kwargs["links_disc"] = config["post-discretization"]["links"] + status, condition = optimize_transmission_expansion_iteratively( + n, **kwargs ) if status != "ok" and not rolling_horizon: From 5dc2e6862b657266cef411824a46f5e0d7b6dfa2 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 17 Apr 2024 13:03:17 +0000 Subject: [PATCH 131/164] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/solve_network.py | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 2a64a0f8..0ca490f0 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -925,9 +925,7 @@ def solve_network(n, config, solving, **kwargs): kwargs["max_iterations"] = cf_solving["max_iterations"] kwargs["lines_disc"] = config["post-discretization"]["lines"] kwargs["links_disc"] = config["post-discretization"]["links"] - status, condition = optimize_transmission_expansion_iteratively( - n, **kwargs - ) + status, condition = optimize_transmission_expansion_iteratively(n, **kwargs) if status != "ok" and not rolling_horizon: logger.warning( From 84689e9257e575ff297df8cf17015258a29ad6f1 Mon Sep 17 00:00:00 2001 From: JulianGeis Date: Mon, 6 May 2024 13:43:55 +0200 Subject: [PATCH 132/164] add docu --- doc/configtables/post_discretization.csv | 10 ++++++++++ doc/release_notes.rst | 2 ++ 2 files changed, 12 insertions(+) create mode 100644 doc/configtables/post_discretization.csv diff --git a/doc/configtables/post_discretization.csv b/doc/configtables/post_discretization.csv new file mode 100644 index 00000000..77740076 --- /dev/null +++ b/doc/configtables/post_discretization.csv @@ -0,0 +1,10 @@ +,Unit,Values,Description +post-discretization,,, +-- AC,int,1700,Minimum capacity of discrete "AC" line expansion steps. +links,,, +-- DC,int,2000,Check +-- gas pipeline,int,1500,Minimum capacity of discrete "gas pipeline". +-- gas pipeline new,int,1500,Minimum capacity of discrete "new gas pipeline". +-- H2 pipeline,int,1200,Minimum capacity of discrete "H2 pipeline". +-- H2 pipeline (Kernnetz),int,1200,Minimum capacity of discrete "H2 pipeline (Kernnetz)". +-- H2 pipeline retrofitted,int,1200,Minimum capacity of discrete "retrofitted H2 pipeline". diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 6605f9a4..c2216d03 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -43,6 +43,8 @@ Upcoming Release * Allow dictionary for the config aviation_demand_factor. +* Post discretize network infrastructure like lines and links. + * Group existing capacities to the earlier grouping_year for consistency with optimized capacities. * Update data bundle: From 9b50c846a09254588d7e96cc8c1e36618482606c Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 15 May 2024 14:56:50 +0200 Subject: [PATCH 133/164] solve: add option for post-discretization of lines and links --- config/config.default.yaml | 13 +++++++++++-- doc/configtables/post_discretization.csv | 10 ---------- doc/configtables/solving.csv | 7 +++++++ doc/release_notes.rst | 5 ++++- envs/environment.yaml | 2 +- scripts/solve_network.py | 9 +++++---- 6 files changed, 28 insertions(+), 18 deletions(-) delete mode 100644 doc/configtables/post_discretization.csv diff --git a/config/config.default.yaml b/config/config.default.yaml index 1e7af9ea..e04ac2a3 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -770,11 +770,20 @@ solving: # 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 - max_iterations: 6 + min_iterations: 2 + max_iterations: 3 transmission_losses: 2 linearized_unit_commitment: true horizon: 365 + post_discretization: + enable: false + line_unit_size: 1700 + link_unit_size: + DC: 2000 + H2 pipeline: 1200 + gas pipeline: 1500 + line_threshold: 0.3 + link_threshold: 0.3 constraints: CCL: false diff --git a/doc/configtables/post_discretization.csv b/doc/configtables/post_discretization.csv deleted file mode 100644 index 77740076..00000000 --- a/doc/configtables/post_discretization.csv +++ /dev/null @@ -1,10 +0,0 @@ -,Unit,Values,Description -post-discretization,,, --- AC,int,1700,Minimum capacity of discrete "AC" line expansion steps. -links,,, --- DC,int,2000,Check --- gas pipeline,int,1500,Minimum capacity of discrete "gas pipeline". --- gas pipeline new,int,1500,Minimum capacity of discrete "new gas pipeline". --- H2 pipeline,int,1200,Minimum capacity of discrete "H2 pipeline". --- H2 pipeline (Kernnetz),int,1200,Minimum capacity of discrete "H2 pipeline (Kernnetz)". --- H2 pipeline retrofitted,int,1200,Minimum capacity of discrete "retrofitted H2 pipeline". diff --git a/doc/configtables/solving.csv b/doc/configtables/solving.csv index 4d245195..1fb2c692 100644 --- a/doc/configtables/solving.csv +++ b/doc/configtables/solving.csv @@ -14,6 +14,13 @@ 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. +-- post_discretization,,, +-- -- enable,bool,"{'true','false'}",Switch to enable post-discretization of the network. Disabled by default. +-- -- line_unit_size,MW,float,Discrete unit size of lines in MW. +-- -- link_unit_size,MW,float,Discrete unit size of links in MW by carrier (given in dictionary style. +-- -- -- {carrier},,, +-- -- line_threshold,,float,The threshold relative to the discrete line unit size beyond which to round up to the next unit. Defaults to 0.3. +-- -- link_threshold,,float,The threshold relative to the discrete link unit size beyond which to round up to the next unit. Defaults to 0.3. 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',`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. diff --git a/doc/release_notes.rst b/doc/release_notes.rst index c2216d03..f7e816ee 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -43,7 +43,10 @@ Upcoming Release * Allow dictionary for the config aviation_demand_factor. -* Post discretize network infrastructure like lines and links. +* Add option to post-discretize line and link capacities based on unit sizes and + rounding thresholds specified in the configuration under ``solving: options: + post_discretization:`` when iterative solving is enables (``solving: optiosn: + skip_iterations: false``). This option is disabled by default. * Group existing capacities to the earlier grouping_year for consistency with optimized capacities. diff --git a/envs/environment.yaml b/envs/environment.yaml index 58835603..dc5fad2b 100644 --- a/envs/environment.yaml +++ b/envs/environment.yaml @@ -11,7 +11,7 @@ dependencies: - pip - atlite>=0.2.9 -- pypsa>=0.26.1 +- pypsa>=0.28 - linopy - dask diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 0ca490f0..67c5e805 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -45,7 +45,6 @@ from _helpers import ( ) from pypsa.descriptors import get_activity_mask from pypsa.descriptors import get_switchable_as_dense as get_as_dense -from pypsa.optimization.abstract import optimize_transmission_expansion_iteratively logger = logging.getLogger(__name__) pypsa.pf.logger.setLevel(logging.WARNING) @@ -923,9 +922,11 @@ def solve_network(n, config, solving, **kwargs): kwargs["track_iterations"] = cf_solving["track_iterations"] kwargs["min_iterations"] = cf_solving["min_iterations"] kwargs["max_iterations"] = cf_solving["max_iterations"] - kwargs["lines_disc"] = config["post-discretization"]["lines"] - kwargs["links_disc"] = config["post-discretization"]["links"] - status, condition = optimize_transmission_expansion_iteratively(n, **kwargs) + if cf_solving["post_discretization"].pop("enable"): + kwargs.update(cf_solving["post_discretization"]) + status, condition = n.optimize.optimize_transmission_expansion_iteratively( + **kwargs + ) if status != "ok" and not rolling_horizon: logger.warning( From a9be2825ecfa043166883826bbf5d258a7be51da Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 15 May 2024 14:59:34 +0200 Subject: [PATCH 134/164] reforumlate constraint --- scripts/solve_network.py | 131 ++++++++++++++++++--------------------- 1 file changed, 61 insertions(+), 70 deletions(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 302f1be2..665274b7 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -230,79 +230,70 @@ def add_solar_potential_constraints(n, config): } rename = {"Generator-ext": "Generator"} - gen_index = n.generators[n.generators.p_nom_extendable].index - filters = [ - ("solar", True), - ("thermal", False), - ("rooftop", False), - ] ## filter all utility solar generation except solar thermal - solar = reduce( - lambda gen_index, f: gen_index[gen_index.str.contains(f[0]) == f[1]], - filters, - gen_index, - ) + solar_carriers = ["solar", "solar-hsat"] + solar = n.generators[n.generators.carrier.isin(solar_carriers) + & n.generators.p_nom_extendable].index + solar_today = n.generators[ (n.generators.carrier == "solar") & (n.generators.p_nom_extendable) ].index solar_hsat = n.generators[(n.generators.carrier == "solar-hsat")].index - if not solar.empty: + if solar.empty: return - land_use = pd.DataFrame(1, index=solar, columns=["land_use_factor"]) - for key in land_use_factors.keys(): - land_use = land_use.apply( - lambda x: (x * land_use_factors[key]) if key in x.name else x, axis=1 - ) - - if "m" in snakemake.wildcards.clusters: - location = pd.Series( - [" ".join(i.split(" ")[:2]) for i in n.generators.index], - index=n.generators.index, - ) - ggrouper = pd.Series( - n.generators.loc[solar].index.rename("bus").map(location), - index=n.generators.loc[solar].index, - ).to_xarray() - rhs = ( - n.generators.loc[solar_today, "p_nom_max"] - .groupby( - n.generators.loc[solar_today].index.rename("bus").map(location) - ) - .sum() - - n.generators.loc[solar_hsat, "p_nom_opt"] - .groupby(n.generators.loc[solar_hsat].index.rename("bus").map(location)) - .sum() - * land_use_factors["solar-hsat"] - ).clip(lower=0) - - else: - location = ( - n.buses.location - if "location" in n.buses.columns - else pd.Series(n.buses.index, index=n.buses.index) - ) - ggrouper = n.generators.loc[solar].bus - rhs = ( - n.generators.loc[solar_today, "p_nom_max"] - .groupby(n.generators.loc[solar_today].bus.map(location)) - .sum() - - n.generators.loc[solar_hsat, "p_nom_opt"] - .groupby(n.generators.loc[solar_hsat].bus.map(location)) - .sum() - * land_use_factors["solar-hsat"] - ).clip(lower=0) - - lhs = ( - ( - n.model["Generator-p_nom"].rename(rename).loc[solar] - * land_use.squeeze().values - ) - .groupby(ggrouper) - .sum() + land_use = pd.DataFrame(1, index=solar, columns=["land_use_factor"]) + for carrier, factor in land_use_factors.items(): + land_use = land_use.apply( + lambda x: (x * factor) if carrier in x.name else x, axis=1 ) - print("adding solar rooftop constraints...") - n.model.add_constraints(lhs <= rhs, name="solar_potential") + if "m" in snakemake.wildcards.clusters: + location = pd.Series( + [" ".join(i.split(" ")[:2]) for i in n.generators.index], + index=n.generators.index, + ) + ggrouper = pd.Series( + n.generators.loc[solar].index.rename("bus").map(location), + index=n.generators.loc[solar].index, + ).to_xarray() + rhs = ( + n.generators.loc[solar_today, "p_nom_max"] + .groupby( + n.generators.loc[solar_today].index.rename("bus").map(location) + ) + .sum() + - n.generators.loc[solar_hsat, "p_nom_opt"] + .groupby(n.generators.loc[solar_hsat].index.rename("bus").map(location)) + .sum() + * land_use_factors["solar-hsat"] + ).clip(lower=0) + + else: + location = ( + pd.Series(n.buses.index, index=n.buses.index) + ) + ggrouper = n.generators.loc[solar].bus + rhs = ( + n.generators.loc[solar_today, "p_nom_max"] + .groupby(n.generators.loc[solar_today].bus.map(location)) + .sum() + - n.generators.loc[solar_hsat, "p_nom_opt"] + .groupby(n.generators.loc[solar_hsat].bus.map(location)) + .sum() + * land_use_factors["solar-hsat"] + ).clip(lower=0) + + lhs = ( + ( + n.model["Generator-p_nom"].rename(rename).loc[solar] + * land_use.squeeze() + ) + .groupby(ggrouper) + .sum() + ) + + print("adding solar rooftop constraints...") + n.model.add_constraints(lhs <= rhs, name="solar_potential") def add_co2_sequestration_limit(n, limit=200): @@ -1053,13 +1044,13 @@ if __name__ == "__main__": from _helpers import mock_snakemake snakemake = mock_snakemake( - "solve_sector_network", - configfiles="../config/test/config.perfect.yaml", + "solve_network", + configfiles="../config/test/config.electricity.yaml", simpl="", opts="", - clusters="37", - ll="v1.0", - sector_opts="CO2L0-1H-T-H-B-I-A-dist1", + clusters="5", + ll="v1.5", + sector_opts="Co2L-24h", planning_horizons="2030", ) configure_logging(snakemake) From 541e267a838ff74fa29516597b6301e3200effab Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 15 May 2024 15:00:42 +0200 Subject: [PATCH 135/164] replace print with logger.info --- scripts/prepare_sector_network.py | 2 +- scripts/solve_network.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index f5eecf3d..f6f41876 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3323,7 +3323,7 @@ def remove_h2_network(n): def remove_solar_tracking(n): for tech in ["solar-hsat"]: - print("removing " + tech) + logger.info("removing " + tech) n.mremove("Generator", n.generators.index[n.generators.carrier == tech]) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 665274b7..b0cef3ca 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -292,7 +292,7 @@ def add_solar_potential_constraints(n, config): .sum() ) - print("adding solar rooftop constraints...") + logger.info("Adding solar potential constraint.") n.model.add_constraints(lhs <= rhs, name="solar_potential") From 6723191031b9e4b873d8431fa0d98d5eb7fc11f4 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 15 May 2024 15:04:04 +0200 Subject: [PATCH 136/164] simplify if statement --- scripts/add_brownfield.py | 11 ++++------- 1 file changed, 4 insertions(+), 7 deletions(-) diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index 4559f80f..7b0c4d39 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -199,13 +199,10 @@ def adjust_renewable_profiles(n, input_profiles, params, year): ) for carrier in params["carriers"]: - if carrier == "hydro": - continue - if ( - carrier == "solar-hsat" - and not snakemake.config["sector"]["solar_utility_singla_axis_tracking"] - ): - continue + if carrier == "hydro" or (carrier == "solar-hsat" and + not snakemake.config["sector"]["solar_utility_singla_axis_tracking"] + ): continue + with xr.open_dataset(getattr(input_profiles, "profile_" + carrier)) as ds: if ds.indexes["bus"].empty or "year" not in ds.indexes: continue From e4bc92592c4bb813d940ca47e18673756e312703 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 15 May 2024 15:06:32 +0200 Subject: [PATCH 137/164] add solar-hsat to tests --- config/test/config.electricity.yaml | 3 ++- config/test/config.myopic.yaml | 2 +- config/test/config.overnight.yaml | 2 +- config/test/config.perfect.yaml | 2 +- 4 files changed, 5 insertions(+), 4 deletions(-) diff --git a/config/test/config.electricity.yaml b/config/test/config.electricity.yaml index 57964415..c58965c8 100644 --- a/config/test/config.electricity.yaml +++ b/config/test/config.electricity.yaml @@ -32,7 +32,8 @@ electricity: Store: [H2] Link: [H2 pipeline] - renewable_carriers: [solar, onwind, offwind-ac, offwind-dc] + renewable_carriers: [solar, solar-hsat, onwind, offwind-ac, offwind-dc] + atlite: diff --git a/config/test/config.myopic.yaml b/config/test/config.myopic.yaml index 5abae36d..2f7cede7 100644 --- a/config/test/config.myopic.yaml +++ b/config/test/config.myopic.yaml @@ -42,7 +42,7 @@ electricity: Store: [H2] Link: [H2 pipeline] - renewable_carriers: [solar, onwind, offwind-ac, offwind-dc] + renewable_carriers: [solar, solar-hsat, onwind, offwind-ac, offwind-dc] atlite: default_cutout: be-03-2013-era5 diff --git a/config/test/config.overnight.yaml b/config/test/config.overnight.yaml index 7fb53e42..864e89d0 100644 --- a/config/test/config.overnight.yaml +++ b/config/test/config.overnight.yaml @@ -36,7 +36,7 @@ electricity: Store: [H2] Link: [H2 pipeline] - renewable_carriers: [solar, onwind, offwind-ac, offwind-dc] + renewable_carriers: [solar, solar-hsat, onwind, offwind-ac, offwind-dc] atlite: default_cutout: be-03-2013-era5 diff --git a/config/test/config.perfect.yaml b/config/test/config.perfect.yaml index 5d77c9c5..aacf552b 100644 --- a/config/test/config.perfect.yaml +++ b/config/test/config.perfect.yaml @@ -39,7 +39,7 @@ electricity: Store: [H2] Link: [H2 pipeline] - renewable_carriers: [solar, onwind, offwind-ac, offwind-dc] + renewable_carriers: [solar, solar-hsat, onwind, offwind-ac, offwind-dc] sector: min_part_load_fischer_tropsch: 0 From e8de4f308f25e656fc6957b8c6a5d8b9ca5e31b7 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 15 May 2024 15:08:52 +0200 Subject: [PATCH 138/164] rename solar-hsat in config --- config/config.default.yaml | 2 +- scripts/add_brownfield.py | 2 +- scripts/prepare_sector_network.py | 2 +- scripts/solve_network.py | 2 +- 4 files changed, 4 insertions(+), 4 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 11890db0..1fd69b33 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -589,7 +589,7 @@ sector: biogas_upgrading_cc: false conventional_generation: OCGT: gas - solar_utility_singla_axis_tracking: true + solar_utility_horizontal_axis_tracking: true biomass_to_liquid: false biosng: false limit_max_growth: diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index 7b0c4d39..f1874b24 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -200,7 +200,7 @@ def adjust_renewable_profiles(n, input_profiles, params, year): for carrier in params["carriers"]: if carrier == "hydro" or (carrier == "solar-hsat" and - not snakemake.config["sector"]["solar_utility_singla_axis_tracking"] + not snakemake.config["sector"]["solar_utility_horizontal_axis_tracking"] ): continue with xr.open_dataset(getattr(input_profiles, "profile_" + carrier)) as ds: diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index f6f41876..53a8c961 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3703,7 +3703,7 @@ if __name__ == "__main__": if options["electricity_distribution_grid"]: insert_electricity_distribution_grid(n, costs) - if not options["solar_utility_singla_axis_tracking"]: + if not options["solar_utility_horizontal_axis_tracking"]: remove_solar_tracking(n) maybe_adjust_costs_and_potentials(n, snakemake.params["adjustments"]) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index b0cef3ca..822d226d 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -959,7 +959,7 @@ def extra_functionality(n, snapshots): if EQ_o := constraints["EQ"]: add_EQ_constraints(n, EQ_o.replace("EQ", "")) - if config["sector"]["solar_utility_singla_axis_tracking"]: + if config["sector"]["solar_utility_horizontal_axis_tracking"]: add_solar_potential_constraints(n, config) add_battery_constraints(n) From ea8fc31a30fd158dede9255c8a542d707acc25d9 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 15 May 2024 15:15:09 +0200 Subject: [PATCH 139/164] link_thresholds as dictionary, not float, more logging messages --- config/config.default.yaml | 7 +++++-- doc/configtables/solving.csv | 7 ++++--- scripts/solve_network.py | 1 + 3 files changed, 10 insertions(+), 5 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index e04ac2a3..b26e73ce 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -778,12 +778,15 @@ solving: post_discretization: enable: false line_unit_size: 1700 + line_threshold: 0.3 link_unit_size: DC: 2000 H2 pipeline: 1200 gas pipeline: 1500 - line_threshold: 0.3 - link_threshold: 0.3 + link_threshold: + DC: 0.3 + H2 pipeline: 0.3 + gas pipeline: 0.3 constraints: CCL: false diff --git a/doc/configtables/solving.csv b/doc/configtables/solving.csv index 1fb2c692..ad8778a3 100644 --- a/doc/configtables/solving.csv +++ b/doc/configtables/solving.csv @@ -17,10 +17,11 @@ options,,, -- post_discretization,,, -- -- enable,bool,"{'true','false'}",Switch to enable post-discretization of the network. Disabled by default. -- -- line_unit_size,MW,float,Discrete unit size of lines in MW. --- -- link_unit_size,MW,float,Discrete unit size of links in MW by carrier (given in dictionary style. +-- -- line_threshold,,float,The threshold relative to the discrete line unit size beyond which to round up to the next unit. +-- -- link_unit_size,MW,float,Discrete unit size of links in MW by carrier (given in dictionary style). +-- -- -- {carrier},,, +-- -- link_threshold,,float,The threshold relative to the discrete link unit size beyond which to round up to the next unit by carrier (given in dictionary style). -- -- -- {carrier},,, --- -- line_threshold,,float,The threshold relative to the discrete line unit size beyond which to round up to the next unit. Defaults to 0.3. --- -- link_threshold,,float,The threshold relative to the discrete link unit size beyond which to round up to the next unit. Defaults to 0.3. 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',`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. diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 67c5e805..6438d275 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -923,6 +923,7 @@ def solve_network(n, config, solving, **kwargs): kwargs["min_iterations"] = cf_solving["min_iterations"] kwargs["max_iterations"] = cf_solving["max_iterations"] if cf_solving["post_discretization"].pop("enable"): + logger.info("Add post-discretization parameters.") kwargs.update(cf_solving["post_discretization"]) status, condition = n.optimize.optimize_transmission_expansion_iteratively( **kwargs From 6a4e49d5cbe1d26c3e0f1899bebe70dc172bbcf1 Mon Sep 17 00:00:00 2001 From: lisazeyen Date: Wed, 15 May 2024 16:14:40 +0200 Subject: [PATCH 140/164] add 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 6605f9a4..b653d0e8 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -9,6 +9,9 @@ Release Notes Upcoming Release ================ +* New technology, solar PV with single-axis horizontal tracking (on a N-S axis), + with a carrier called ``solar-hsat`` to the networks. The default option for adding + this technology is set to ``true`` in the ``config.yaml``. * The technology-data version was updated to v0.9.0. From a352cc346b57912cac9734148c4b6e70648fc23c Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 15 May 2024 14:18:16 +0000 Subject: [PATCH 141/164] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- config/test/config.myopic.yaml | 4 +-- config/test/config.overnight.yaml | 2 +- config/test/config.perfect.yaml | 2 +- scripts/add_brownfield.py | 8 +++--- scripts/solve_network.py | 44 ++++++++++++++++++------------- 5 files changed, 35 insertions(+), 25 deletions(-) diff --git a/config/test/config.myopic.yaml b/config/test/config.myopic.yaml index 9cc5a293..3a3a7856 100644 --- a/config/test/config.myopic.yaml +++ b/config/test/config.myopic.yaml @@ -42,7 +42,7 @@ electricity: Store: [H2] Link: [H2 pipeline] - renewable_carriers: [solar,solar-hsat, onwind, offwind-ac, offwind-dc, offwind-float] + renewable_carriers: [solar, solar-hsat, onwind, offwind-ac, offwind-dc, offwind-float] atlite: default_cutout: be-03-2013-era5 @@ -69,7 +69,7 @@ renewable: solar: cutout: be-03-2013-era5 solar-hsat: - cutout: be-03-2013-era5 + cutout: be-03-2013-era5 clustering: temporal: diff --git a/config/test/config.overnight.yaml b/config/test/config.overnight.yaml index e1da7a77..92379ae2 100644 --- a/config/test/config.overnight.yaml +++ b/config/test/config.overnight.yaml @@ -63,7 +63,7 @@ renewable: solar: cutout: be-03-2013-era5 solar-hsat: - cutout: be-03-2013-era5 + cutout: be-03-2013-era5 clustering: temporal: diff --git a/config/test/config.perfect.yaml b/config/test/config.perfect.yaml index 3170611d..781b3fd4 100644 --- a/config/test/config.perfect.yaml +++ b/config/test/config.perfect.yaml @@ -70,7 +70,7 @@ renewable: solar: cutout: be-03-2013-era5 solar-hsat: - cutout: be-03-2013-era5 + cutout: be-03-2013-era5 clustering: temporal: diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index 1c7a62c8..f54b24dd 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -195,9 +195,11 @@ def adjust_renewable_profiles(n, input_profiles, params, year): ) for carrier in params["carriers"]: - if carrier == "hydro" or (carrier == "solar-hsat" and - not snakemake.config["sector"]["solar_utility_horizontal_axis_tracking"] - ): continue + if carrier == "hydro" or ( + carrier == "solar-hsat" + and not snakemake.config["sector"]["solar_utility_horizontal_axis_tracking"] + ): + continue with xr.open_dataset(getattr(input_profiles, "profile_" + carrier)) as ds: if ds.indexes["bus"].empty or "year" not in ds.indexes: diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 30275926..92028f1e 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -124,8 +124,15 @@ def add_land_use_constraint_perfect(n): def _add_land_use_constraint(n): # warning: this will miss existing offwind which is not classed AC-DC and has carrier 'offwind' - for carrier in ["solar","solar rooftop", - "solar-hsat", "onwind", "offwind-ac", "offwind-dc", "offwind-float"]: + for carrier in [ + "solar", + "solar rooftop", + "solar-hsat", + "onwind", + "offwind-ac", + "offwind-dc", + "offwind-float", + ]: extendable_i = (n.generators.carrier == carrier) & n.generators.p_nom_extendable n.generators.loc[extendable_i, "p_nom_min"] = 0 @@ -160,8 +167,14 @@ def _add_land_use_constraint_m(n, planning_horizons, config): grouping_years = config["existing_capacities"]["grouping_years_power"] current_horizon = snakemake.wildcards.planning_horizons - for carrier in ["solar", "solar rooftop", - "solar-hsat", "onwind", "offwind-ac", "offwind-dc"]: + for carrier in [ + "solar", + "solar rooftop", + "solar-hsat", + "onwind", + "offwind-ac", + "offwind-dc", + ]: extendable_i = (n.generators.carrier == carrier) & n.generators.p_nom_extendable n.generators.loc[extendable_i, "p_nom_min"] = 0 @@ -219,15 +232,17 @@ def add_solar_potential_constraints(n, config): rename = {"Generator-ext": "Generator"} solar_carriers = ["solar", "solar-hsat"] - solar = n.generators[n.generators.carrier.isin(solar_carriers) - & n.generators.p_nom_extendable].index - + solar = n.generators[ + n.generators.carrier.isin(solar_carriers) & n.generators.p_nom_extendable + ].index + solar_today = n.generators[ (n.generators.carrier == "solar") & (n.generators.p_nom_extendable) ].index solar_hsat = n.generators[(n.generators.carrier == "solar-hsat")].index - if solar.empty: return + if solar.empty: + return land_use = pd.DataFrame(1, index=solar, columns=["land_use_factor"]) for carrier, factor in land_use_factors.items(): @@ -246,9 +261,7 @@ def add_solar_potential_constraints(n, config): ).to_xarray() rhs = ( n.generators.loc[solar_today, "p_nom_max"] - .groupby( - n.generators.loc[solar_today].index.rename("bus").map(location) - ) + .groupby(n.generators.loc[solar_today].index.rename("bus").map(location)) .sum() - n.generators.loc[solar_hsat, "p_nom_opt"] .groupby(n.generators.loc[solar_hsat].index.rename("bus").map(location)) @@ -257,9 +270,7 @@ def add_solar_potential_constraints(n, config): ).clip(lower=0) else: - location = ( - pd.Series(n.buses.index, index=n.buses.index) - ) + location = pd.Series(n.buses.index, index=n.buses.index) ggrouper = n.generators.loc[solar].bus rhs = ( n.generators.loc[solar_today, "p_nom_max"] @@ -272,10 +283,7 @@ def add_solar_potential_constraints(n, config): ).clip(lower=0) lhs = ( - ( - n.model["Generator-p_nom"].rename(rename).loc[solar] - * land_use.squeeze() - ) + (n.model["Generator-p_nom"].rename(rename).loc[solar] * land_use.squeeze()) .groupby(ggrouper) .sum() ) From 5b5be713416bdfa1a83cff4f4c250cabebc099ec Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 15 May 2024 16:41:49 +0200 Subject: [PATCH 142/164] use loads instead of links where possible --- .gitignore | 2 + config/config.default.yaml | 1 - doc/configtables/sector.csv | 6 +- scripts/prepare_sector_network.py | 144 ++++++++++++------------------ 4 files changed, 60 insertions(+), 93 deletions(-) diff --git a/.gitignore b/.gitignore index 95ba5524..21062dd3 100644 --- a/.gitignore +++ b/.gitignore @@ -2,6 +2,8 @@ # # SPDX-License-Identifier: CC0-1.0 +master + .snakemake* .ipynb_checkpoints __pycache__ diff --git a/config/config.default.yaml b/config/config.default.yaml index 497971dc..e1fce90f 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -417,7 +417,6 @@ sector: 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 diff --git a/doc/configtables/sector.csv b/doc/configtables/sector.csv index 58ccd9bf..703652b5 100644 --- a/doc/configtables/sector.csv +++ b/doc/configtables/sector.csv @@ -24,7 +24,6 @@ bev_dsm,--,"{true, false}",Add the option for battery electric vehicles (BEV) to bev_availability,--,float,The share for battery electric vehicles (BEV) that are able to do demand side management (DSM) bev_energy,--,float,The average size of battery electric vehicles (BEV) in MWh bev_charge_efficiency,--,float,Battery electric vehicles (BEV) charge and discharge efficiency -bev_plug_to_wheel _efficiency,km/kWh,float,The distance battery electric vehicles (BEV) can travel in km per kWh of energy charge in battery. Base value comes from `Tesla Model S `_ bev_charge_rate,MWh,float,The power consumption for one electric vehicle (EV) in MWh. Value derived from 3-phase charger with 11 kW. bev_avail_max,--,float,The maximum share plugged-in availability for passenger electric vehicles. bev_avail_mean,--,float,The average share plugged-in availability for passenger electric vehicles. @@ -32,8 +31,9 @@ v2g,--,"{true, false}",Allows feed-in to grid from EV battery land_transport_fuel_cell _share,--,Dictionary with planning horizons as keys.,The share of vehicles that uses fuel cells in a given year land_transport_electric _share,--,Dictionary with planning horizons as keys.,The share of vehicles that uses electric vehicles (EV) in a given year land_transport_ice _share,--,Dictionary with planning horizons as keys.,The share of vehicles that uses internal combustion engines (ICE) in a given year. What is not EV or FCEV is oil-fuelled ICE. -transport_fuel_cell _efficiency,--,float,The H2 conversion efficiencies of fuel cells in transport -transport_internal _combustion_efficiency,--,float,The oil conversion efficiencies of internal combustion engine (ICE) in transport +transport_electric_efficiency,MWh/100km,float,The conversion efficiencies of electric vehicles in transport +transport_fuel_cell_efficiency,MWh/100km,float,The H2 conversion efficiencies of fuel cells in transport +transport_ice_efficiency,MWh/100km,float,The oil conversion efficiencies of internal combustion engine (ICE) in transport agriculture_machinery _electric_share,--,float,The share for agricultural machinery that uses electricity agriculture_machinery _oil_share,--,float,The share for agricultural machinery that uses oil agriculture_machinery _fuel_efficiency,--,float,The efficiency of electric-powered machinery in the conversion of electricity to meet agricultural needs. diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 583de9e3..0ef99f62 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1540,7 +1540,6 @@ def get_temp_efficency( def add_EVs( n, - nodes, avail_profile, dsm_profile, p_set, @@ -1553,9 +1552,9 @@ def add_EVs( n.madd( "Bus", - nodes, + spatial.nodes, suffix=" EV battery", - location=nodes, + location=spatial.nodes, carrier="Li ion", unit="MWh_el", ) @@ -1571,7 +1570,6 @@ def add_EVs( options["EV_lower_degree_factor"], options["EV_upper_degree_factor"], ) - suffix = " land transport EV" p_shifted = (p_set + cycling_shift(p_set, 1) + cycling_shift(p_set, 2)) / 3 @@ -1579,36 +1577,28 @@ def add_EVs( efficiency *= cyclic_eff - p_nom = electric_share * p_set.div(efficiency).max() - - profile = p_set.div(efficiency) / p_set.div(efficiency).max() + profile = electric_share * p_set.div(efficiency) n.madd( - "Link", - nodes, - suffix=suffix, - bus0=nodes + " EV battery", - bus1=nodes + " land transport", + "Load", + spatial.nodes, + suffix=" land transport EV", + bus=spatial.nodes + " EV battery", carrier="land transport EV", - efficiency=efficiency, - p_min_pu=profile, - p_max_pu=profile, - p_nom=p_nom, - p_nom_extendable=False, - lifetime=1, + p_set=profile, ) p_nom = number_cars * options.get("bev_charge_rate", 0.011) * electric_share n.madd( "Link", - nodes, + spatial.nodes, suffix=" BEV charger", - bus0=nodes, - bus1=nodes + " EV battery", + bus0=spatial.nodes, + bus1=spatial.nodes + " EV battery", p_nom=p_nom, carrier="BEV charger", - p_max_pu=avail_profile[nodes], + p_max_pu=avail_profile[spatial.nodes], lifetime=1, efficiency=options.get("bev_charge_efficiency", 0.9), ) @@ -1616,13 +1606,13 @@ def add_EVs( if options["v2g"]: n.madd( "Link", - nodes, + spatial.nodes, suffix=" V2G", - bus1=nodes, - bus0=nodes + " EV battery", + bus1=spatial.nodes, + bus0=spatial.nodes + " EV battery", p_nom=p_nom, carrier="V2G", - p_max_pu=avail_profile[nodes], + p_max_pu=avail_profile[spatial.nodes], lifetime=1, efficiency=options.get("bev_charge_efficiency", 0.9), ) @@ -1637,18 +1627,18 @@ def add_EVs( n.madd( "Store", - nodes, + spatial.nodes, suffix=" battery storage", - bus=nodes + " EV battery", + bus=spatial.nodes + " EV battery", carrier="battery storage", e_cyclic=True, e_nom=e_nom, e_max_pu=1, - e_min_pu=dsm_profile[nodes], + e_min_pu=dsm_profile[spatial.nodes], ) -def add_fuel_cell_cars(n, nodes, p_set, fuel_cell_share, temperature): +def add_fuel_cell_cars(n, p_set, fuel_cell_share, temperature): car_efficiency = options["transport_fuel_cell_efficiency"] @@ -1662,29 +1652,19 @@ def add_fuel_cell_cars(n, nodes, p_set, fuel_cell_share, temperature): options["ICE_upper_degree_factor"], ) - suffix = " land transport fuel cell" - - p_nom = fuel_cell_share * p_set.div(efficiency).max() - - profile = p_set.div(efficiency) / p_set.div(efficiency).max() + profile = fuel_cell_share * p_set.div(efficiency) n.madd( - "Link", - nodes, - suffix=suffix, - bus0=spatial.h2.nodes, - bus1=nodes + " land transport", + "Load", + spatial.nodes, + suffix=" land transport fuel cell", + bus=spatial.h2.nodes, carrier="land transport fuel cell", - efficiency=efficiency, - p_nom_extendable=False, - p_nom=p_nom, - p_min_pu=profile, - p_max_pu=profile, - lifetime=1, + p_set=profile, ) -def add_ice_cars(n, nodes, p_set, ice_share, temperature): +def add_ice_cars(n, p_set, ice_share, temperature): add_carrier_buses(n, "oil") @@ -1699,32 +1679,43 @@ def add_ice_cars(n, nodes, p_set, ice_share, temperature): options["ICE_lower_degree_factor"], options["ICE_upper_degree_factor"], ) - suffix = " land transport ICE" - p_nom = ice_share * p_set.div(efficiency).max() + profile = ice_share * p_set.div(efficiency).rename( + columns=lambda x: x + " land transport oil" + ) - profile = p_set.div(efficiency) / p_set.div(efficiency).max() + if not options["regional_oil_demand"]: + profile = profile.sum(axis=1).to_frame(name="EU land transport oil") + + n.madd( + "Bus", + spatial.oil.land_transport, + location=spatial.oil.demand_locations, + carrier="land transport oil", + unit="land transport", + ) + + n.madd( + "Load", + spatial.oil.land_transport, + bus=spatial.oil.land_transport, + carrier="land transport oil", + p_set=profile, + ) n.madd( "Link", - nodes, - suffix=suffix, + spatial.oil.land_transport, bus0=spatial.oil.nodes, - bus1=nodes + " land transport", - bus2=["co2 atmosphere"], + bus1=spatial.oil.land_transport, + bus2="co2 atmosphere", carrier="land transport oil", - efficiency=efficiency, efficiency2=costs.at["oil", "CO2 intensity"], - p_nom_extendable=False, - p_nom=p_nom, - p_min_pu=profile, - p_max_pu=profile, - lifetime=1, + p_nom_extendable=True, ) def add_land_transport(n, costs): - # TODO options? logger.info("Add land transport") @@ -1751,31 +1742,7 @@ def add_land_transport(n, costs): check_land_transport_shares(shares) - nodes = spatial.nodes - - # Add load for transport demand - n.add("Carrier", "land transport demand") - - n.madd( - "Bus", - nodes, - location=nodes, - suffix=" land transport", - carrier="land transport demand", - unit="100 km", - ) - - p_set = transport[nodes] - - # add demand - n.madd( - "Load", - nodes, - suffix=" land transport", - bus=nodes + " land transport", - carrier="land transport demand", - p_set=p_set, - ) + p_set = transport[spatial.nodes] # temperature for correction factor for heating/cooling temperature = xr.open_dataarray(snakemake.input.temp_air_total).to_pandas() @@ -1783,7 +1750,6 @@ def add_land_transport(n, costs): if shares["electric"] > 0: add_EVs( n, - nodes, avail_profile, dsm_profile, p_set, @@ -1793,10 +1759,10 @@ def add_land_transport(n, costs): ) if shares["fuel_cell"] > 0: - add_fuel_cell_cars(n, nodes, p_set, shares["fuel_cell"], temperature) + add_fuel_cell_cars(n, p_set, shares["fuel_cell"], temperature) if shares["ice"] > 0: - add_ice_cars(n, nodes, p_set, shares["ice"], temperature) + add_ice_cars(n, p_set, shares["ice"], temperature) def build_heat_demand(n): From 1aa4f12c5e21546a850d11de9c4c4eb466b9853b Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 15 May 2024 16:49:26 +0200 Subject: [PATCH 143/164] remove adjust_transport_temporal_agg --- scripts/prepare_perfect_foresight.py | 2 -- scripts/prepare_sector_network.py | 28 ---------------------------- 2 files changed, 30 deletions(-) diff --git a/scripts/prepare_perfect_foresight.py b/scripts/prepare_perfect_foresight.py index b4b7ddec..fea0cef4 100644 --- a/scripts/prepare_perfect_foresight.py +++ b/scripts/prepare_perfect_foresight.py @@ -18,7 +18,6 @@ from _helpers import ( update_config_from_wildcards, ) from add_existing_baseyear import add_build_year_to_new_assets -from prepare_sector_network import adjust_transport_temporal_agg from pypsa.descriptors import expand_series from pypsa.io import import_components_from_dataframe from six import iterkeys @@ -521,7 +520,6 @@ if __name__ == "__main__": segments = snakemake.params.time_resolution if isinstance(segments, (int, float)): n = apply_time_segmentation_perfect(n, segments, solver_name=solver_name) - adjust_transport_temporal_agg(n) # adjust global constraints lv limit if the same for all years n = adjust_lvlimit(n) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 0ef99f62..af9491b0 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3751,32 +3751,6 @@ def lossy_bidirectional_links(n, carrier, efficiencies={}): ) -def adjust_transport_temporal_agg(n): - - engine_types = { - "fuel_cell": "land transport fuel cell", - "electric": "land transport EV", - "ice": "land transport oil", - } - - p_set = n.loads_t.p_set.loc[:, n.loads.carrier == "land transport demand"] - - for engine, carrier in engine_types.items(): - share = get(options[f"land_transport_{engine}_share"], investment_year) - - if share == 0: - continue - links_i = n.links[n.links.carrier == carrier].index - efficiency = n.links_t.efficiency.loc[:, links_i] - p_set.columns = efficiency.columns - p_nom = share * p_set.div(efficiency).max() - profile = p_set.div(efficiency) / p_set.div(efficiency).max() - - n.links.loc[links_i, "p_nom"] = p_nom - n.links_t.p_max_pu[links_i] = profile - n.links_t.p_min_pu[links_i] = profile - - # %% if __name__ == "__main__": if "snakemake" not in globals(): @@ -3881,8 +3855,6 @@ if __name__ == "__main__": resolution = snakemake.params.time_resolution n = set_temporal_aggregation(n, resolution, solver_name) - adjust_transport_temporal_agg(n) - co2_budget = snakemake.params.co2_budget if isinstance(co2_budget, str) and co2_budget.startswith("cb"): fn = "results/" + snakemake.params.RDIR + "/csvs/carbon_budget_distribution.csv" From 438f651ea0ec2faef70a163e839009413ac84cb9 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 15 May 2024 17:13:37 +0200 Subject: [PATCH 144/164] amend release note [no ci] --- doc/release_notes.rst | 8 ++------ 1 file changed, 2 insertions(+), 6 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 5b830d2c..fefaf0e6 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -78,12 +78,8 @@ Upcoming Release * bugfix: convert Strings to pathlib.Path objects as input to ConfigSettings - - -* fix bug in land transport for temperature correction of ICEs and fuel cell cars - -* restructure land transport, demand is now attached to one single node, the -different car types (ICE, EV, fuel cell) are modelled as links +* bugfix: fix distinction of temperature-dependent correction factors for the + energy demand of electric vehicles, ICES fuel cell cars. * Allow the use of more solvers in clustering (Xpress, COPT, Gurobi, CPLEX, SCIP, MOSEK). From e8779fa5a4d35d2b7b20ea7aa228541062a84caf Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 15 May 2024 18:02:15 +0200 Subject: [PATCH 145/164] small follow-up to #1066 solar-hsat --- config/config.default.yaml | 7 +++++-- scripts/add_brownfield.py | 5 +---- scripts/prepare_sector_network.py | 10 ---------- scripts/solve_network.py | 2 +- 4 files changed, 7 insertions(+), 17 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 3e6cc138..43a21a9e 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -117,7 +117,7 @@ electricity: everywhere_powerplants: [nuclear, oil, OCGT, CCGT, coal, lignite, geothermal, biomass] conventional_carriers: [nuclear, oil, OCGT, CCGT, coal, lignite, geothermal, biomass] - renewable_carriers: [solar, solar-hsat, onwind, offwind-ac, offwind-dc, hydro] + renewable_carriers: [solar, solar-hsat, onwind, offwind-ac, offwind-dc, offwind-float, hydro] estimate_renewable_capacities: enable: true @@ -339,6 +339,8 @@ pypsa_eur: - onwind - offwind-ac - offwind-dc + - offwind-float + - solar-hsat - solar - ror - nuclear @@ -602,7 +604,6 @@ sector: biogas_upgrading_cc: false conventional_generation: OCGT: gas - solar_utility_horizontal_axis_tracking: true biomass_to_liquid: false biosng: false limit_max_growth: @@ -1185,4 +1186,6 @@ plotting: DC-DC: "#8a1caf" DC link: "#8a1caf" load: "#dd2e23" + waste CHP: '#e3d37d' + waste CHP CC: '#e3d3ff' HVC to air: 'k' diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index f54b24dd..0f2d6aa3 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -195,10 +195,7 @@ def adjust_renewable_profiles(n, input_profiles, params, year): ) for carrier in params["carriers"]: - if carrier == "hydro" or ( - carrier == "solar-hsat" - and not snakemake.config["sector"]["solar_utility_horizontal_axis_tracking"] - ): + if carrier == "hydro": continue with xr.open_dataset(getattr(input_profiles, "profile_" + carrier)) as ds: diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 2d0e560e..0bcdfd7f 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3504,13 +3504,6 @@ def remove_h2_network(n): n.stores.drop("EU H2 Store", inplace=True) -def remove_solar_tracking(n): - - for tech in ["solar-hsat"]: - logger.info("removing " + tech) - n.mremove("Generator", n.generators.index[n.generators.carrier == tech]) - - def limit_individual_line_extension(n, maxext): logger.info(f"Limiting new HVAC and HVDC extensions to {maxext} MW") n.lines["s_nom_max"] = n.lines["s_nom"] + maxext @@ -3889,9 +3882,6 @@ if __name__ == "__main__": if options["electricity_distribution_grid"]: insert_electricity_distribution_grid(n, costs) - if not options["solar_utility_horizontal_axis_tracking"]: - remove_solar_tracking(n) - maybe_adjust_costs_and_potentials(n, snakemake.params["adjustments"]) if options["gas_distribution_grid"]: diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 92028f1e..11de6151 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -955,7 +955,7 @@ def extra_functionality(n, snapshots): if EQ_o := constraints["EQ"]: add_EQ_constraints(n, EQ_o.replace("EQ", "")) - if config["sector"]["solar_utility_horizontal_axis_tracking"]: + if {"solar-hsat", "solar"}.issubset(config["renewable"].keys()): add_solar_potential_constraints(n, config) add_battery_constraints(n) From e4d70fdf4a10364687bab33f6407634858488865 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 15 May 2024 18:12:02 +0200 Subject: [PATCH 146/164] remove exogenous rooftop_share --- config/config.default.yaml | 1 - doc/configtables/costs.csv | 1 - doc/configuration.rst | 3 --- doc/release_notes.rst | 5 +++++ scripts/add_electricity.py | 5 +---- 5 files changed, 6 insertions(+), 9 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 43a21a9e..0ac06847 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -714,7 +714,6 @@ industry: costs: year: 2030 version: v0.9.0 - 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 diff --git a/doc/configtables/costs.csv b/doc/configtables/costs.csv index 03933c18..38079e34 100644 --- a/doc/configtables/costs.csv +++ b/doc/configtables/costs.csv @@ -1,7 +1,6 @@ ,Unit,Values,Description year,--,YYYY; e.g. '2030',Year for which to retrieve cost assumptions of ``resources/costs.csv``. version,--,vX.X.X or //vX.X.X; e.g. 'v0.5.0',Version of ``technology-data`` repository to use. If this string is of the form // then costs are instead retrieved from ``github.com//`` at the tag. -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``." diff --git a/doc/configuration.rst b/doc/configuration.rst index a6917eca..f34e9109 100644 --- a/doc/configuration.rst +++ b/doc/configuration.rst @@ -550,9 +550,6 @@ The list of available biomass is given by the category in `ENSPRESO_BIOMASS Date: Wed, 15 May 2024 18:18:15 +0200 Subject: [PATCH 147/164] double solar rooftop PV potentials (closes #935) --- doc/release_notes.rst | 4 ++++ scripts/prepare_sector_network.py | 6 +++--- 2 files changed, 7 insertions(+), 3 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 2cb95beb..b70a27f6 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,10 @@ Release Notes Upcoming Release ================ +* Doubled solar rooftop potentials to roughly 1 TW for Europe based on `recent + European Commission reports + `_. + * Remove exogenously set share of rooftop PV (``costs: rooftop_share:``). Rooftop and utility-scale PV are now largely handled as separate technologies with endogenous shares. diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 0bcdfd7f..d99cceaa 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1024,9 +1024,9 @@ def insert_electricity_distribution_grid(n, costs): else: pop_solar = pop_layout.total.rename(index=lambda x: x + " solar") - # add max solar rooftop potential assuming 0.1 kW/m2 and 10 m2/person, - # i.e. 1 kW/person (population data is in thousands of people) so we get MW - potential = 0.1 * 10 * pop_solar + # add max solar rooftop potential assuming 0.1 kW/m2 and 20 m2/person, + # i.e. 2 kW/person (population data is in thousands of people) so we get MW + potential = 0.1 * 20 * pop_solar n.madd( "Generator", From ce14cd664767dd65738bf28d7119d41ead55350c Mon Sep 17 00:00:00 2001 From: Parisra <102019906+Parisra@users.noreply.github.com> Date: Thu, 16 May 2024 17:06:28 +0200 Subject: [PATCH 148/164] Update plot_summary.py -Add 2022 emissions to plot carbon budget -Add UK emissions to the previous numbers --- scripts/plot_summary.py | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/scripts/plot_summary.py b/scripts/plot_summary.py index 8d983ce9..c8449027 100644 --- a/scripts/plot_summary.py +++ b/scripts/plot_summary.py @@ -477,9 +477,10 @@ def plot_carbon_budget_distribution(input_eurostat, options): ) 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 + emissions.loc[2019] = 3.414362 + emissions.loc[2020] = 3.092434 + emissions.loc[2021] = 3.290418 + emissions.loc[2022] = 3.213025 if snakemake.config["foresight"] == "myopic": path_cb = "results/" + snakemake.params.RDIR + "/csvs/" From ac48fdaaf43c4ca200efd913af3e6773ec5cd501 Mon Sep 17 00:00:00 2001 From: Philipp Glaum Date: Fri, 17 May 2024 14:46:20 +0200 Subject: [PATCH 149/164] base_network.py: connect new tyndp links only to closest AC bus --- scripts/base_network.py | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/scripts/base_network.py b/scripts/base_network.py index 870fcf19..b811f625 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -272,14 +272,15 @@ def _add_links_from_tyndp(buses, links, links_tyndp, europe_shape): if links_tyndp.empty: return buses, links - tree = spatial.KDTree(buses[["x", "y"]]) + tree_buses = buses.query("carrier=='AC'") + tree = spatial.KDTree(tree_buses[["x", "y"]]) _, ind0 = tree.query(links_tyndp[["x1", "y1"]]) - ind0_b = ind0 < len(buses) - links_tyndp.loc[ind0_b, "bus0"] = buses.index[ind0[ind0_b]] + ind0_b = ind0 < len(tree_buses) + links_tyndp.loc[ind0_b, "bus0"] = tree_buses.index[ind0[ind0_b]] _, ind1 = tree.query(links_tyndp[["x2", "y2"]]) - ind1_b = ind1 < len(buses) - links_tyndp.loc[ind1_b, "bus1"] = buses.index[ind1[ind1_b]] + ind1_b = ind1 < len(tree_buses) + links_tyndp.loc[ind1_b, "bus1"] = tree_buses.index[ind1[ind1_b]] links_tyndp_located_b = ( links_tyndp["bus0"].notnull() & links_tyndp["bus1"].notnull() From c3dcff8a35ce24e7256142fe8f33f041e4f24264 Mon Sep 17 00:00:00 2001 From: Thomas Gilon Date: Tue, 14 May 2024 16:40:31 +0200 Subject: [PATCH 150/164] Define methanol energy demand for industry --- config/config.default.yaml | 2 + doc/configtables/industry.csv | 1 + doc/configtables/sector.csv | 2 +- doc/release_notes.rst | 2 + doc/supply_demand.rst | 7 +- scripts/build_industry_sector_ratios.py | 4 +- scripts/prepare_sector_network.py | 124 ++++++++++++++++-------- 7 files changed, 95 insertions(+), 47 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 0ac06847..87ff3780 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -706,6 +706,7 @@ industry: methanol_production_today: 1.5 MWh_elec_per_tMeOH: 0.167 MWh_CH4_per_tMeOH: 10.25 + MWh_MeOH_per_tMeOH: 5.528 hotmaps_locate_missing: false reference_year: 2015 @@ -1146,6 +1147,7 @@ plotting: methanolisation: '#83d6d5' methanol: '#468c8b' shipping methanol: '#468c8b' + industry methanol: '#468c8b' # co2 CC: '#f29dae' CCS: '#f29dae' diff --git a/doc/configtables/industry.csv b/doc/configtables/industry.csv index cee06c97..4187e118 100644 --- a/doc/configtables/industry.csv +++ b/doc/configtables/industry.csv @@ -32,5 +32,6 @@ MWh_H2_per_tCl,MWhH2/tCl,float,"The energy amount of hydrogen needed to produce methanol_production _today,MtMeOH/a,float,"The amount of methanol produced. From `DECHEMA (2017) `_, page 62" MWh_elec_per_tMeOH,MWh/tMeOH,float,"The energy amount of electricity needed to produce a ton of methanol. From `DECHEMA (2017) `_, Table 14, page 65" MWh_CH4_per_tMeOH,MWhCH4/tMeOH,float,"The energy amount of methane needed to produce a ton of methanol. From `DECHEMA (2017) `_, Table 14, page 65" +MWh_MeOH_per_tMeOH,LHV,float,"The energy amount per ton of methanol. From `DECHEMA (2017) `_, page 74." hotmaps_locate_missing,--,"{true,false}",Locate industrial sites without valid locations based on city and countries. reference_year,year,YYYY,The year used as the baseline for industrial energy demand and production. Data extracted from `JRC-IDEES 2015 `_ diff --git a/doc/configtables/sector.csv b/doc/configtables/sector.csv index 703652b5..90168888 100644 --- a/doc/configtables/sector.csv +++ b/doc/configtables/sector.csv @@ -39,7 +39,7 @@ agriculture_machinery _oil_share,--,float,The share for agricultural machinery t agriculture_machinery _fuel_efficiency,--,float,The efficiency of electric-powered machinery in the conversion of electricity to meet agricultural needs. agriculture_machinery _electric_efficiency,--,float,The efficiency of oil-powered machinery in the conversion of oil to meet agricultural needs. Mwh_MeOH_per_MWh_H2,LHV,float,"The energy amount of the produced methanol per energy amount of hydrogen. From `DECHEMA (2017) `_, page 64." -MWh_MeOH_per_tCO2,LHV,float,"The energy amount of the produced methanol per ton of CO2. From `DECHEMA (2017) `_, page 64." +MWh_MeOH_per_tCO2,LHV,float,"The energy amount of the produced methanol per ton of CO2. From `DECHEMA (2017) `_, page 66." MWh_MeOH_per_MWh_e,LHV,float,"The energy amount of the produced methanol per energy amount of electricity. From `DECHEMA (2017) `_, page 64." shipping_hydrogen _liquefaction,--,"{true, false}",Whether to include liquefaction costs for hydrogen demand in shipping. ,,, diff --git a/doc/release_notes.rst b/doc/release_notes.rst index b70a27f6..72d34f30 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -280,6 +280,8 @@ Upcoming Release * Fix gas network retrofitting in `add_brownfield`. +* Change the methanol energy demand of industry to the low-carbon route defined by `DECHEMA report `__. + PyPSA-Eur 0.10.0 (19th February 2024) ===================================== diff --git a/doc/supply_demand.rst b/doc/supply_demand.rst index ab58368f..e5646fcb 100644 --- a/doc/supply_demand.rst +++ b/doc/supply_demand.rst @@ -459,8 +459,7 @@ Statistics for the production of ammonia, which is commonly used as a fertilizer The Haber-Bosch process is not explicitly represented in the model, such that demand for ammonia enters the model as a demand for hydrogen ( 6.5 MWh :math:`_{H_2}` / t :math:`_{NH_3}` ) and electricity ( 1.17 MWh :math:`_{el}` /t :math:`_{NH_3}` ) (see `Wang et. al `__). Today, natural gas dominates in Europe as the source for the hydrogen used in the Haber-Bosch process, but the model can choose among the various hydrogen supply options described in the hydrogen section (see :ref:`Hydrogen supply`) -The total production and specific energy consumption of chlorine and methanol is taken from a `DECHEMA report `__. According to this source, the production of chlorine amounts to 9.58 MtCl/a, which is assumed to require electricity at 3.6 MWh :math:`_{el}`/t of chlorine and yield hydrogen at 0.937 MWh :math:`_{H_2}`/t of chlorine in the chloralkali process. The production of methanol adds up to 1.5 MtMeOH/a, requiring electricity at 0.167 MWh :math:`_{el}`/t of methanol and methane at 10.25 MWh :math:`_{CH_4}`/t of methanol. - +The total production and specific energy consumption of chlorine and methanol is taken from a `DECHEMA report `__. According to this source, the production of chlorine amounts to 9.58 MtCl/a, which is assumed to require electricity at 3.6 MWh :math:`_{el}`/t of chlorine and yield hydrogen at 0.937 MWh :math:`_{H_2}`/t of chlorine in the chloralkali process. The production of methanol adds up to 1.5 MtMeOH/a. Low-carbon methanol production (or methanolisation) by hydrogenation of :math:`CO_2` requires hydrogen at 6.299 MWh :math:`_{H_2}`/t of methanol, carbon dioxide at 1.373 t :math:`_{CO_2}`/t of methanol and electricity at 1.5 MWh :math:`_{el}`/t of methanol. The energy content of methanol is 5.528 MWh :math:`_{MeOH}`/t of methanol. These values are set exogenously in the config file. The production of ammonia, methanol, and chlorine production is deducted from the JRC IDEES basic chemicals, leaving the production totals of high-value chemicals. For this, we assume that the liquid hydrocarbon feedstock comes from synthetic or fossil- origin naphtha (14 MWh :math:`_{naphtha}`/t of HVC, similar to `Lechtenböhmer et al `__), ignoring the methanol-to-olefin route. Furthermore, we assume the following transformations of the energy-consuming processes in the production of plastics: the final energy consumption in steam processing is converted to methane since requires temperature above 500 °C (4.1 MWh :math:`_{CH_4}` /t of HVC, see `Rehfeldt et al. `__); and the remaining processes are electrified using the current efficiency of microwave for high-enthalpy heat processing, electric furnaces, electric process cooling and electric generic processes (2.85 MWh :math:`_{el}`/t of HVC). @@ -573,7 +572,7 @@ The `demand for aviation `__. +Shipping energy demand is covered by a combination of oil, hydrogen and methanol. Other fuel options, like ammonia, are currently not included in PyPSA-Eur-Sec. The share of shipping that is assumed to be supplied by hydrogen or methanol can be selected in the `config file `__. To estimate the `hydrogen demand `__, the average fuel efficiency of the fleet is used in combination with the efficiency of the fuel cell defined in the technology-data repository. The average fuel efficiency is set in the `config file `__. @@ -581,6 +580,8 @@ The consumed hydrogen comes from the general hydrogen bus where it can be produc The energy demand for liquefaction of the hydrogen used for shipping can be `included `__. If this option is selected, liquifaction will happen at the `node where the shipping demand occurs `__. +The consumed methanol comes from the general methanol bus where it is produced through methanolisation (see :ref:`Chemicals Industry`). + .. _Carbon dioxide capture, usage and sequestration (CCU/S): Carbon dioxide capture, usage and sequestration (CCU/S) diff --git a/scripts/build_industry_sector_ratios.py b/scripts/build_industry_sector_ratios.py index 87c80c0d..06c8ecb7 100644 --- a/scripts/build_industry_sector_ratios.py +++ b/scripts/build_industry_sector_ratios.py @@ -68,6 +68,7 @@ index = [ "heat", "naphtha", "ammonia", + "methanol", "process emission", "process emission from feedstock", ] @@ -456,8 +457,7 @@ def chemicals_industry(): sector = "Methanol" df[sector] = 0.0 - df.loc["methane", sector] = params["MWh_CH4_per_tMeOH"] - df.loc["elec", sector] = params["MWh_elec_per_tMeOH"] + df.loc["methanol", sector] = params["MWh_MeOH_per_tMeOH"] # Other chemicals diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index d99cceaa..f8d7dc22 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -146,10 +146,12 @@ def define_spatial(nodes, options): if options["regional_methanol_demand"]: spatial.methanol.demand_locations = nodes + spatial.methanol.industry = nodes + " industry methanol" spatial.methanol.shipping = nodes + " shipping methanol" else: spatial.methanol.demand_locations = ["EU"] spatial.methanol.shipping = ["EU shipping methanol"] + spatial.methanol.industry = ["EU industry methanol"] # oil spatial.oil = SimpleNamespace() @@ -2760,57 +2762,97 @@ def add_industry(n, costs): p_set=p_set_hydrogen, ) + n.madd( + "Bus", + spatial.methanol.nodes, + carrier="methanol", + location=spatial.methanol.locations, + unit="MWh_LHV", + ) + + n.madd( + "Store", + spatial.methanol.nodes, + suffix=" Store", + bus=spatial.methanol.nodes, + e_nom_extendable=True, + e_cyclic=True, + carrier="methanol", + ) + + n.madd( + "Bus", + spatial.methanol.industry, + carrier="industry methanol", + location=spatial.methanol.demand_locations, + unit="MWh_LHV", + ) + + p_set_methanol = ( + industrial_demand["methanol"] + .rename(lambda x: x + " industry methanol") + / nhours + ) + + if not options["regional_methanol_demand"]: + p_set_methanol = p_set_methanol.sum() + + n.madd( + "Load", + spatial.methanol.industry, + bus=spatial.methanol.industry, + carrier="industry methanol", + p_set=p_set_methanol, + ) + + n.madd( + "Link", + spatial.methanol.industry, + bus0=spatial.methanol.nodes, + bus1=spatial.methanol.industry, + bus2="co2 atmosphere", + carrier="industry 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 + ) + + n.madd( + "Link", + spatial.h2.locations + " methanolisation", + bus0=spatial.h2.nodes, + bus1=spatial.methanol.nodes, + bus2=nodes, + bus3=spatial.co2.nodes, + carrier="methanolisation", + p_nom_extendable=True, + 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"], + efficiency3=-options["MWh_MeOH_per_MWh_H2"] / options["MWh_MeOH_per_tCO2"], + ) + if shipping_methanol_share: - n.madd( - "Bus", - spatial.methanol.nodes, - carrier="methanol", - location=spatial.methanol.locations, - unit="MWh_LHV", - ) - - n.madd( - "Store", - spatial.methanol.nodes, - suffix=" Store", - bus=spatial.methanol.nodes, - e_nom_extendable=True, - e_cyclic=True, - carrier="methanol", - ) - - n.madd( - "Link", - spatial.h2.locations + " methanolisation", - bus0=spatial.h2.nodes, - bus1=spatial.methanol.nodes, - bus2=nodes, - bus3=spatial.co2.nodes, - carrier="methanolisation", - p_nom_extendable=True, - 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"], - efficiency3=-options["MWh_MeOH_per_MWh_H2"] / options["MWh_MeOH_per_tCO2"], - ) - efficiency = ( options["shipping_oil_efficiency"] / options["shipping_methanol_efficiency"] ) - p_set_methanol = ( + p_set_methanol_shipping = ( 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() + p_set_methanol_shipping = p_set_methanol_shipping.sum() n.madd( "Bus", @@ -2825,7 +2867,7 @@ def add_industry(n, costs): spatial.methanol.shipping, bus=spatial.methanol.shipping, carrier="shipping methanol", - p_set=p_set_methanol, + p_set=p_set_methanol_shipping, ) n.madd( From b890149d39aa05cd91d52d792a2b395e5aae06cb Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Sat, 18 May 2024 12:22:28 +0000 Subject: [PATCH 151/164] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/plot_summary.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/scripts/plot_summary.py b/scripts/plot_summary.py index c8449027..39fbba03 100644 --- a/scripts/plot_summary.py +++ b/scripts/plot_summary.py @@ -477,9 +477,9 @@ def plot_carbon_budget_distribution(input_eurostat, options): ) emissions = historical_emissions(countries) # add other years https://sdi.eea.europa.eu/data/0569441f-2853-4664-a7cd-db969ef54de0 - emissions.loc[2019] = 3.414362 - emissions.loc[2020] = 3.092434 - emissions.loc[2021] = 3.290418 + emissions.loc[2019] = 3.414362 + emissions.loc[2020] = 3.092434 + emissions.loc[2021] = 3.290418 emissions.loc[2022] = 3.213025 if snakemake.config["foresight"] == "myopic": From 9152425936d36882093e9e2237fff228e38c1759 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 20 May 2024 11:51:24 +0200 Subject: [PATCH 152/164] remove handling of tsam as optional dependency --- scripts/time_aggregation.py | 7 ------- 1 file changed, 7 deletions(-) diff --git a/scripts/time_aggregation.py b/scripts/time_aggregation.py index 93b41f3a..3ccc9a67 100644 --- a/scripts/time_aggregation.py +++ b/scripts/time_aggregation.py @@ -91,13 +91,6 @@ if __name__ == "__main__": segments = int(resolution[:-3]) logger.info(f"Use temporal segmentation with {segments} segments") - try: - import tsam.timeseriesaggregation as tsam - except ImportError: - raise ModuleNotFoundError( - "Optional dependency 'tsam' not found." "Install via 'pip install tsam'" - ) - # Get all time-dependent data dfs = [ pnl From bf33518135280d4a155518e6f0d4fc648574a4c5 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 20 May 2024 11:51:45 +0200 Subject: [PATCH 153/164] time_aggregation: add missing logger object --- scripts/time_aggregation.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/scripts/time_aggregation.py b/scripts/time_aggregation.py index 3ccc9a67..d7d07212 100644 --- a/scripts/time_aggregation.py +++ b/scripts/time_aggregation.py @@ -47,6 +47,8 @@ from _helpers import ( update_config_from_wildcards, ) +logger = logging.getLogger(__name__) + if __name__ == "__main__": if "snakemake" not in globals(): from _helpers import mock_snakemake From 60441ddfdd29d4811b87d21e9cfd63bae8bf95d8 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 20 May 2024 11:52:23 +0200 Subject: [PATCH 154/164] pre-commit formatting [no ci] --- scripts/time_aggregation.py | 14 ++++++++++---- 1 file changed, 10 insertions(+), 4 deletions(-) diff --git a/scripts/time_aggregation.py b/scripts/time_aggregation.py index d7d07212..a8ad7aaa 100644 --- a/scripts/time_aggregation.py +++ b/scripts/time_aggregation.py @@ -20,9 +20,12 @@ Relevant Settings Inputs ------ -- ``networks/elec_s{simpl}_{clusters}_ec_l{ll}_{opts}.nc``: the network whose snapshots are to be aggregated -- ``resources/hourly_heat_demand_total_elec_s{simpl}_{clusters}.nc``: the total hourly heat demand -- ``resources/solar_thermal_total_elec_s{simpl}_{clusters}.nc``: the total hourly solar thermal generation +- ``networks/elec_s{simpl}_{clusters}_ec_l{ll}_{opts}.nc``: the network whose + snapshots are to be aggregated +- ``resources/hourly_heat_demand_total_elec_s{simpl}_{clusters}.nc``: the total + hourly heat demand +- ``resources/solar_thermal_total_elec_s{simpl}_{clusters}.nc``: the total + hourly solar thermal generation Outputs ------- @@ -31,7 +34,10 @@ Outputs Description ----------- -Computes a time aggregation scheme for the given network, in the form of a CSV file with the snapshot weightings, indexed by the new subset of snapshots. This rule only computes said aggregation scheme; aggregation of time-varying network data is done in ``prepare_sector_network.py``. +Computes a time aggregation scheme for the given network, in the form of a CSV +file with the snapshot weightings, indexed by the new subset of snapshots. This +rule only computes said aggregation scheme; aggregation of time-varying network +data is done in ``prepare_sector_network.py``. """ From d7435b6214a6fb27415730646a3eab72c46b279f Mon Sep 17 00:00:00 2001 From: Sermisha Date: Mon, 20 May 2024 14:57:18 +0530 Subject: [PATCH 155/164] Modification to function "add_operational_reserve_margin" in solve_network.py Typecasted pandas dataframes to xarray datasets to allow for multiplication with pypsa variables --- 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 11de6151..4028a156 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -735,7 +735,7 @@ def add_operational_reserve_margin(n, sns, config): .loc[vres_i.intersection(ext_i)] .rename({"Generator-ext": "Generator"}) ) - lhs = summed_reserve + (p_nom_vres * (-EPSILON_VRES * capacity_factor)).sum( + lhs = summed_reserve + (p_nom_vres * (-EPSILON_VRES * xr.DataArray(capacity_factor))).sum( "Generator" ) @@ -767,7 +767,7 @@ def add_operational_reserve_margin(n, sns, config): p_max_pu = get_as_dense(n, "Generator", "p_max_pu") - lhs = dispatch + reserve - capacity_variable * p_max_pu[ext_i] + lhs = dispatch + reserve - capacity_variable * xr.DataArray(p_max_pu[ext_i]) rhs = (p_max_pu[fix_i] * capacity_fixed).reindex(columns=gen_i, fill_value=0) From 6722e584ba179a99ae5684c2fff93dab3d418934 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 20 May 2024 10:03:41 +0000 Subject: [PATCH 156/164] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/solve_network.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 4028a156..8a577e23 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -735,9 +735,9 @@ def add_operational_reserve_margin(n, sns, config): .loc[vres_i.intersection(ext_i)] .rename({"Generator-ext": "Generator"}) ) - lhs = summed_reserve + (p_nom_vres * (-EPSILON_VRES * xr.DataArray(capacity_factor))).sum( - "Generator" - ) + lhs = summed_reserve + ( + p_nom_vres * (-EPSILON_VRES * xr.DataArray(capacity_factor)) + ).sum("Generator") # Total demand per t demand = get_as_dense(n, "Load", "p_set").sum(axis=1) From 7ce15931e50a712c2cc59cd8f1ea3e859cce93ec Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 20 May 2024 12:41:54 +0200 Subject: [PATCH 157/164] add simplified power distribution grid losses --- config/config.default.yaml | 2 ++ doc/release_notes.rst | 9 +++++++++ scripts/prepare_sector_network.py | 10 ++++++++++ 3 files changed, 21 insertions(+) diff --git a/config/config.default.yaml b/config/config.default.yaml index 0ac06847..5e08a0dd 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -592,6 +592,8 @@ sector: gas pipeline: efficiency_per_1000km: 1 #0.977 compression_per_1000km: 0.01 + electricity distribution grid: + efficiency_static: 0.97 H2_network: true gas_network: false H2_retrofit: false diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 1affc00e..b9722464 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,15 @@ Release Notes Upcoming Release ================ +* Added default values for power distribution losses, assuming uniform losses of + 3% on distribution grid links (cf. ``sector: transmission_efficiency: + electricity distribution grid: efficiency_static: 0.97``). Since distribution + losses are included in national load reports (cf. `this report + `_), + these are deducted from the national load time series to avoid double counting + of losses. Further extensions to country-specific loss factors and + developments by planning horizon are planned. + * Doubled solar rooftop potentials to roughly 1 TW for Europe based on `recent European Commission reports `_. diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 2718465e..1eb3783b 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -966,6 +966,16 @@ def insert_electricity_distribution_grid(n, costs): capital_cost=costs.at["electricity distribution grid", "fixed"] * cost_factor, ) + # deduct distribution losses from electricity demand as these are included in total load + # https://nbviewer.org/github/Open-Power-System-Data/datapackage_timeseries/blob/2020-10-06/main.ipynb + if ( + efficiency := options["transmission_efficiency"] + .get("electricity distribution grid", {}) + .get("efficiency_static") + ): + logger.info(f"Deducting distribution losses from electricity demand: {100*(1-efficiency)}%") + n.loads_t.p_set.loc[:, n.loads.carrier == "electricity"] *= efficiency + # this catches regular electricity load and "industry electricity" and # "agriculture machinery electric" and "agriculture electricity" loads = n.loads.index[n.loads.carrier.str.contains("electric")] From c89ce9f04512cf4a61c3bff6cb1b19fd9ff2aaf0 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 20 May 2024 15:00:46 +0200 Subject: [PATCH 158/164] bugfix: correctly distinguish existing OCGT and CCGT --- config/config.default.yaml | 2 +- doc/release_notes.rst | 3 +++ scripts/add_electricity.py | 1 - scripts/build_powerplants.py | 2 +- 4 files changed, 5 insertions(+), 3 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 5e08a0dd..ddca9f80 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -107,7 +107,7 @@ electricity: H2: 168 extendable_carriers: - Generator: [solar, solar-hsat, onwind, offwind-ac, offwind-dc, offwind-float, OCGT] + Generator: [solar, solar-hsat, onwind, offwind-ac, offwind-dc, offwind-float, OCGT, CCGT] StorageUnit: [] # battery, H2 Store: [battery, H2] Link: [] # H2 pipeline diff --git a/doc/release_notes.rst b/doc/release_notes.rst index b9722464..ebb07b2a 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,9 @@ Release Notes Upcoming Release ================ +* Bugfix: Make sure that gas-fired power plants are correctly added as OCGT or + CCGT in :mod:`add_electricity`. Previously they were always added as OCGT. + * Added default values for power distribution losses, assuming uniform losses of 3% on distribution grid links (cf. ``sector: transmission_efficiency: electricity distribution grid: efficiency_static: 0.97``). Since distribution diff --git a/scripts/add_electricity.py b/scripts/add_electricity.py index 0685e42f..7a856b95 100755 --- a/scripts/add_electricity.py +++ b/scripts/add_electricity.py @@ -270,7 +270,6 @@ def load_powerplants(ppl_fn): "bioenergy": "biomass", "ccgt, thermal": "CCGT", "hard coal": "coal", - "natural gas": "OCGT", } return ( pd.read_csv(ppl_fn, index_col=0, dtype={"bus": "str"}) diff --git a/scripts/build_powerplants.py b/scripts/build_powerplants.py index 66a01624..c4bf10bc 100755 --- a/scripts/build_powerplants.py +++ b/scripts/build_powerplants.py @@ -148,7 +148,7 @@ def add_everywhere_powerplants(ppl, substations, everywhere_powerplants): def replace_natural_gas_technology(df): - mapping = {"Steam Turbine": "CCGT", "Combustion Engine": "OCGT"} + mapping = {"Steam Turbine": "CCGT", "Combustion Engine": "OCGT", "Not Found": "CCGT"} tech = df.Technology.replace(mapping).fillna("CCGT") return df.Technology.mask(df.Fueltype == "Natural Gas", tech) From f25c594a07d21ea207421dd35b168707b7342433 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 20 May 2024 15:37:54 +0200 Subject: [PATCH 159/164] bugfix: include total heavy-duty road freight; do not treat total transport as other but including electricity --- scripts/build_energy_totals.py | 37 +++++++++++++--------------------- 1 file changed, 14 insertions(+), 23 deletions(-) diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index 2f4f29b6..f40d7e1a 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -842,7 +842,7 @@ def rescale_idees_from_eurostat( "total": [ "total agriculture heat", "total agriculture machinery", - "total agriculture", # = sum of all other agriculture categories + "total agriculture", ], "elec": [ "total agriculture electricity", @@ -850,10 +850,11 @@ def rescale_idees_from_eurostat( }, "Road": { "total": [ - "total road", # = sum of all other road categories + "total road", "total passenger cars", "total other road passenger", "total light duty road freight", + "total heavy duty road freight", ], "elec": [ "electricity road", @@ -941,31 +942,21 @@ def rescale_idees_from_eurostat( energy.loc[slicer_source, navigation].squeeze(axis=0), ).values - # set the total of agriculture/road to the sum of all agriculture/road categories (corresponding to the IDEES data) - energy.loc[country, "total agriculture"] = energy.loc[ - country, - [ + # set the total of agriculture/road to the sum of all agriculture/road categories (corresponding to the IDEES data) + sel = [ "total agriculture electricity", "total agriculture heat", "total agriculture machinery", - ], - ].sum(axis=1) - - energy.loc[country, "total road"] = ( - energy[ - [ - "total passenger cars", - "total other road passenger", - "total light duty road freight", - "electricity road", - "electricity passenger cars", - "electricity other road passenger", - "electricity light duty road freight", - ] ] - .loc[country, :] - .sum(axis=1) - ) + energy.loc[country, "total agriculture"] = energy.loc[country, sel].sum(axis=1) + + sel = [ + "total passenger cars", + "total other road passenger", + "total light duty road freight", + "total heavy duty road freight", + ] + energy.loc[country, "total road"] = energy.loc[country, sel].sum(axis=1) return energy From a2012d89373b9a6f2e8911f84e52299b1d4cae76 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 20 May 2024 15:49:40 +0200 Subject: [PATCH 160/164] pre-commit formatting [no ci] --- data/agg_p_nom_minmax.csv | 2 +- scripts/build_powerplants.py | 6 +++++- scripts/prepare_sector_network.py | 4 +++- scripts/solve_network.py | 25 ++++++++++++++++++------- 4 files changed, 27 insertions(+), 10 deletions(-) diff --git a/data/agg_p_nom_minmax.csv b/data/agg_p_nom_minmax.csv index 974b13a2..a3a10dc2 100644 --- a/data/agg_p_nom_minmax.csv +++ b/data/agg_p_nom_minmax.csv @@ -30,4 +30,4 @@ DK,solar,,,,,, BE,onwind,,,,,, BE,offwind-ac,,,,,, BE,offwind-dc,,,,,, -BE,solar,,,,,, \ No newline at end of file +BE,solar,,,,,, diff --git a/scripts/build_powerplants.py b/scripts/build_powerplants.py index c4bf10bc..4e2bb88f 100755 --- a/scripts/build_powerplants.py +++ b/scripts/build_powerplants.py @@ -148,7 +148,11 @@ def add_everywhere_powerplants(ppl, substations, everywhere_powerplants): def replace_natural_gas_technology(df): - mapping = {"Steam Turbine": "CCGT", "Combustion Engine": "OCGT", "Not Found": "CCGT"} + mapping = { + "Steam Turbine": "CCGT", + "Combustion Engine": "OCGT", + "Not Found": "CCGT", + } tech = df.Technology.replace(mapping).fillna("CCGT") return df.Technology.mask(df.Fueltype == "Natural Gas", tech) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 1eb3783b..fee927a2 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -973,7 +973,9 @@ def insert_electricity_distribution_grid(n, costs): .get("electricity distribution grid", {}) .get("efficiency_static") ): - logger.info(f"Deducting distribution losses from electricity demand: {100*(1-efficiency)}%") + logger.info( + f"Deducting distribution losses from electricity demand: {100*(1-efficiency)}%" + ) n.loads_t.p_set.loc[:, n.loads.carrier == "electricity"] *= efficiency # this catches regular electricity load and "industry electricity" and diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 689d4de5..a0b28b90 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -531,28 +531,39 @@ def add_CCL_constraints(n, config): agg_p_nom_limits: data/agg_p_nom_minmax.csv """ agg_p_nom_minmax = pd.read_csv( - config["solving"]["agg_p_nom_limits"]["file"], - index_col=[0, 1], header=[0, 1] + config["solving"]["agg_p_nom_limits"]["file"], index_col=[0, 1], header=[0, 1] )[snakemake.wildcards.planning_horizons] logger.info("Adding generation capacity constraints per carrier and country") p_nom = n.model["Generator-p_nom"] gens = n.generators.query("p_nom_extendable").rename_axis(index="Generator-ext") if config["solving"]["agg_p_nom_limits"]["agg_offwind"]: - rename_offwind = {"offwind-ac": "offwind-all", "offwind-dc": "offwind-all", "offwind": "offwind-all"} + rename_offwind = { + "offwind-ac": "offwind-all", + "offwind-dc": "offwind-all", + "offwind": "offwind-all", + } gens = gens.replace(rename_offwind) grouper = pd.concat([gens.bus.map(n.buses.country), gens.carrier], axis=1) lhs = p_nom.groupby(grouper).sum().rename(bus="country") if config["solving"]["agg_p_nom_limits"]["include_existing"]: - gens_cst = n.generators.query("~p_nom_extendable").rename_axis(index="Generator-cst") + gens_cst = n.generators.query("~p_nom_extendable").rename_axis( + index="Generator-cst" + ) gens_cst = gens_cst[ - (gens_cst["build_year"] + gens_cst["lifetime"]) >= int(snakemake.wildcards.planning_horizons)] + (gens_cst["build_year"] + gens_cst["lifetime"]) + >= int(snakemake.wildcards.planning_horizons) + ] if config["solving"]["agg_p_nom_limits"]["agg_offwind"]: gens_cst = gens_cst.replace(rename_offwind) rhs_cst = ( - pd.concat([gens_cst.bus.map(n.buses.country), gens_cst[["carrier", "p_nom"]]], axis=1) - .groupby(["bus", "carrier"]).sum() + pd.concat( + [gens_cst.bus.map(n.buses.country), gens_cst[["carrier", "p_nom"]]], + axis=1, + ) + .groupby(["bus", "carrier"]) + .sum() ) rhs_cst.index = rhs_cst.index.rename({"bus": "country"}) rhs_min = agg_p_nom_minmax["min"].dropna() From c7d8af998cff59ce265dd285080e5e7330cf097c Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 20 May 2024 17:00:56 +0200 Subject: [PATCH 161/164] only apply rolling horizon setting in (closes #864) --- doc/configtables/solving.csv | 2 +- doc/release_notes.rst | 2 ++ scripts/solve_network.py | 2 +- 3 files changed, 4 insertions(+), 2 deletions(-) diff --git a/doc/configtables/solving.csv b/doc/configtables/solving.csv index e4e15f1d..4cfb9065 100644 --- a/doc/configtables/solving.csv +++ b/doc/configtables/solving.csv @@ -4,7 +4,7 @@ options,,, -- load_shedding,bool/float,"{'true','false', float}","Add generators with very high marginal cost to simulate load shedding and avoid problem infeasibilities. If load shedding is a float, it denotes the marginal cost in EUR/kWh." -- noisy_costs,bool,"{'true','false'}","Add random noise to marginal cost of generators by :math:`\mathcal{U}(0.009,0,011)` and capital cost of lines and links by :math:`\mathcal{U}(0.09,0,11)`." -- 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." +-- rolling_horizon,bool,"{'true','false'}","Switch for rule :mod:`solve_operations_network` 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. This setting has currently no effect on sector-coupled networks." -- 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. diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 256694ec..9a882629 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -303,6 +303,8 @@ Upcoming Release * Time aggregation for sector-coupled networks have been split into its own rule. When using time step segmentation, time aggregation is constant over planning horizons of the same network. +* Clarify that the rolling-horizon setting ``solving: rolling_horizon:`` only works for the rule :mod:`solve_operations_network` and not for networks with sector-coupling or investment variables. + PyPSA-Eur 0.10.0 (19th February 2024) ===================================== diff --git a/scripts/solve_network.py b/scripts/solve_network.py index a0b28b90..6aedf54b 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -1050,7 +1050,7 @@ def solve_network(n, config, solving, **kwargs): # add to network for extra_functionality n.config = config - if rolling_horizon: + if rolling_horizon and snakemake.rule == 'solve_operations_network': kwargs["horizon"] = cf_solving.get("horizon", 365) kwargs["overlap"] = cf_solving.get("overlap", 0) n.optimize.optimize_with_rolling_horizon(**kwargs) From a8cd1186b84f0337ec3eeee03761bc36202545d1 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 20 May 2024 17:18:55 +0200 Subject: [PATCH 162/164] clarify differences between Co2L in {sector_opts} and {opts} wildcard (closes #865) --- doc/configtables/co2_budget.csv | 2 +- doc/configtables/sector-opts.csv | 2 +- doc/configuration.rst | 2 +- scripts/time_aggregation.py | 2 +- 4 files changed, 4 insertions(+), 4 deletions(-) diff --git a/doc/configtables/co2_budget.csv b/doc/configtables/co2_budget.csv index 21b42f05..8f11f9c6 100644 --- a/doc/configtables/co2_budget.csv +++ b/doc/configtables/co2_budget.csv @@ -1,2 +1,2 @@ ,Unit,Values,Description -co2_budget,--,Dictionary with planning horizons as keys.,CO2 budget as a fraction of 1990 emissions. Overwritten if ``CO2Lx`` or ``cb`` are set in ``{sector_opts}`` wildcard"doc/configtables/othertoplevel.csv +co2_budget,--,Dictionary with planning horizons as keys.,CO2 budget as a fraction of 1990 emissions. Overwritten if ``Co2Lx`` or ``cb`` are set in ``{sector_opts}`` wildcard"doc/configtables/othertoplevel.csv diff --git a/doc/configtables/sector-opts.csv b/doc/configtables/sector-opts.csv index 5f5bb250..afe631fa 100644 --- a/doc/configtables/sector-opts.csv +++ b/doc/configtables/sector-opts.csv @@ -1,6 +1,6 @@ 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 -``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 +``Co2L`` + ``n``, Add an overall absolute carbon-dioxide emissions limit of ``n`` times of the 1990 base emissions (e.g. ``Co2L0.05`` limits emissisions to 5% of what is calculated in the rule :mod:``prepare_sector_network`` in the function ``co2_emissions_year()``),:mod:``prepare_sector_network`` in the function ``co2_emissions_year()`` , In active use ``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 ``T``,Add land transport sector,,In active use ``H``,Add heating sector,,In active use diff --git a/doc/configuration.rst b/doc/configuration.rst index f34e9109..8695d4bb 100644 --- a/doc/configuration.rst +++ b/doc/configuration.rst @@ -174,7 +174,7 @@ Switches for some rules and optional features. :file: configtables/co2_budget.csv .. note:: - this parameter is over-ridden if ``CO2Lx`` or ``cb`` is set in + this parameter is over-ridden if ``Co2Lx`` or ``cb`` is set in sector_opts. .. _electricity_cf: diff --git a/scripts/time_aggregation.py b/scripts/time_aggregation.py index a8ad7aaa..3792a39f 100644 --- a/scripts/time_aggregation.py +++ b/scripts/time_aggregation.py @@ -66,7 +66,7 @@ if __name__ == "__main__": opts="", clusters="37", ll="v1.0", - sector_opts="CO2L0-24h-T-H-B-I-A-dist1", + sector_opts="Co2L0-24h-T-H-B-I-A-dist1", planning_horizons="2030", ) From 60a26a67a0194186325e53f3f933fbbcdac05408 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 20 May 2024 21:08:44 +0200 Subject: [PATCH 163/164] simplify check for coal/coke industry demand --- 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 0368397e..0d359e0d 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3240,7 +3240,7 @@ def add_industry(n, costs): p_set=p_set, ) - if (industrial_demand["coke"].sum() + industrial_demand["coal"].sum()) != 0: + if industrial_demand[["coke", "coal"]].sum().sum() > 0: add_carrier_buses(n, "coal") mwh_coal_per_mwh_coke = 1.366 # from eurostat energy balance From 00efffcc13f85ab61e64abdaf596f1f7e74cbbfc Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Mon, 20 May 2024 22:06:31 +0200 Subject: [PATCH 164/164] move up methanol for industry, to before shipping --- scripts/prepare_sector_network.py | 136 +++++++++++++++--------------- 1 file changed, 69 insertions(+), 67 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index ecb1f2a2..0e4367d1 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2679,73 +2679,7 @@ def add_industry(n, costs): p_set=industrial_demand.loc[nodes, "hydrogen"] / nhours, ) - shipping_hydrogen_share = get(options["shipping_hydrogen_share"], investment_year) - shipping_methanol_share = get(options["shipping_methanol_share"], investment_year) - shipping_oil_share = get(options["shipping_oil_share"], investment_year) - - total_share = shipping_hydrogen_share + shipping_methanol_share + shipping_oil_share - if total_share != 1: - logger.warning( - f"Total shipping shares sum up to {total_share:.2%}, corresponding to increased or decreased demand assumptions." - ) - - domestic_navigation = pop_weighted_energy_totals.loc[ - nodes, "total domestic navigation" - ].squeeze() - international_navigation = ( - pd.read_csv(snakemake.input.shipping_demand, index_col=0).squeeze() * nyears - ) - all_navigation = domestic_navigation + international_navigation - p_set = all_navigation * 1e6 / nhours - - if shipping_hydrogen_share: - oil_efficiency = options.get( - "shipping_oil_efficiency", options.get("shipping_average_efficiency", 0.4) - ) - efficiency = oil_efficiency / costs.at["fuel cell", "efficiency"] - shipping_hydrogen_share = get( - options["shipping_hydrogen_share"], investment_year - ) - - if options["shipping_hydrogen_liquefaction"]: - n.madd( - "Bus", - nodes, - suffix=" H2 liquid", - carrier="H2 liquid", - location=nodes, - unit="MWh_LHV", - ) - - n.madd( - "Link", - nodes + " H2 liquefaction", - bus0=nodes + " H2", - bus1=nodes + " H2 liquid", - carrier="H2 liquefaction", - efficiency=costs.at["H2 liquefaction", "efficiency"], - capital_cost=costs.at["H2 liquefaction", "fixed"], - p_nom_extendable=True, - lifetime=costs.at["H2 liquefaction", "lifetime"], - ) - - shipping_bus = nodes + " H2 liquid" - else: - shipping_bus = nodes + " H2" - - efficiency = ( - options["shipping_oil_efficiency"] / costs.at["fuel cell", "efficiency"] - ) - p_set_hydrogen = shipping_hydrogen_share * p_set * efficiency - - n.madd( - "Load", - nodes, - suffix=" H2 for shipping", - bus=shipping_bus, - carrier="H2 for shipping", - p_set=p_set_hydrogen, - ) + # methanol for industry n.madd( "Bus", @@ -2825,6 +2759,74 @@ def add_industry(n, costs): efficiency3=-options["MWh_MeOH_per_MWh_H2"] / options["MWh_MeOH_per_tCO2"], ) + shipping_hydrogen_share = get(options["shipping_hydrogen_share"], investment_year) + shipping_methanol_share = get(options["shipping_methanol_share"], investment_year) + shipping_oil_share = get(options["shipping_oil_share"], investment_year) + + total_share = shipping_hydrogen_share + shipping_methanol_share + shipping_oil_share + if total_share != 1: + logger.warning( + f"Total shipping shares sum up to {total_share:.2%}, corresponding to increased or decreased demand assumptions." + ) + + domestic_navigation = pop_weighted_energy_totals.loc[ + nodes, "total domestic navigation" + ].squeeze() + international_navigation = ( + pd.read_csv(snakemake.input.shipping_demand, index_col=0).squeeze() * nyears + ) + all_navigation = domestic_navigation + international_navigation + p_set = all_navigation * 1e6 / nhours + + if shipping_hydrogen_share: + oil_efficiency = options.get( + "shipping_oil_efficiency", options.get("shipping_average_efficiency", 0.4) + ) + efficiency = oil_efficiency / costs.at["fuel cell", "efficiency"] + shipping_hydrogen_share = get( + options["shipping_hydrogen_share"], investment_year + ) + + if options["shipping_hydrogen_liquefaction"]: + n.madd( + "Bus", + nodes, + suffix=" H2 liquid", + carrier="H2 liquid", + location=nodes, + unit="MWh_LHV", + ) + + n.madd( + "Link", + nodes + " H2 liquefaction", + bus0=nodes + " H2", + bus1=nodes + " H2 liquid", + carrier="H2 liquefaction", + efficiency=costs.at["H2 liquefaction", "efficiency"], + capital_cost=costs.at["H2 liquefaction", "fixed"], + p_nom_extendable=True, + lifetime=costs.at["H2 liquefaction", "lifetime"], + ) + + shipping_bus = nodes + " H2 liquid" + else: + shipping_bus = nodes + " H2" + + efficiency = ( + options["shipping_oil_efficiency"] / costs.at["fuel cell", "efficiency"] + ) + p_set_hydrogen = shipping_hydrogen_share * p_set * efficiency + + n.madd( + "Load", + nodes, + suffix=" H2 for shipping", + bus=shipping_bus, + carrier="H2 for shipping", + p_set=p_set_hydrogen, + ) + if shipping_methanol_share: efficiency = ( options["shipping_oil_efficiency"] / options["shipping_methanol_efficiency"]

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