From 823df52309d1a1a44bb449802c2fdbaee8cb0d95 Mon Sep 17 00:00:00 2001 From: virio-andreyana Date: Mon, 11 Sep 2023 22:51:31 +0200 Subject: [PATCH 001/114] add backward compatible config in wildcards --- config/config.default.yaml | 52 +++++++++++++ rules/build_electricity.smk | 4 + rules/build_sector.smk | 2 + scripts/_helpers.py | 14 ++++ scripts/prepare_network.py | 119 ++++++++++++++++++------------ scripts/prepare_sector_network.py | 103 ++++++++++++++++---------- 6 files changed, 204 insertions(+), 90 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index b162b75d..fcc74981 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -60,6 +60,14 @@ snapshots: end: "2014-01-01" inclusive: 'left' +snapshot_opts: + average_every_nhours: + enable: false + hour: 2 + time_segmentation: + enable: false + hour: 4380 + # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#enable enable: retrieve: auto @@ -73,6 +81,22 @@ enable: retrieve_natura_raster: true custom_busmap: false +enable_sector: + no_heat_district: false + land_transport: false + heating: false + waste_heat: false + biomass: false + biomass_transport: false + agriculture_machinery: false + industry: false + decentral: false + #wave_energy: false + #wave_energy_factor: + noH2network: false + carbon_budget: false + co2limit_sector: false + # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#co2-budget co2_budget: 2020: 0.701 @@ -83,10 +107,22 @@ co2_budget: 2045: 0.032 2050: 0.000 +co2_budget_opts: + from_descrete_value: + enable: true + from_beta_decay: + enable: false # TODO: move to own rule with sector-opts wildcard? + value: 1 + from_exp_decay: + enable: false + value: 1 + # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#electricity electricity: voltages: [220., 300., 380.] + gaslimit_enable: false gaslimit: false + co2limit_enable: false co2limit: 7.75e+7 co2base: 1.487e+9 agg_p_nom_limits: data/agg_p_nom_minmax.csv @@ -123,6 +159,17 @@ electricity: Onshore: [onwind] PV: [solar] + adjust_carrier: # This is the solar+c0.5 thing + enable: false + #solar: + # p_nom_max: + # capital_cost: + # marginal_cost: + + autarky: + enable: false + by_country: false + # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#atlite atlite: default_cutout: europe-2013-era5 @@ -573,6 +620,11 @@ costs: emission_prices: co2: 0. + enable: + emission_prices: false + monthly_prices: false + + # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#clustering clustering: simplify_network: diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index f9fdc3ac..6b9cde24 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -473,10 +473,14 @@ rule prepare_network: links=config["links"], lines=config["lines"], co2base=config["electricity"]["co2base"], + co2limit_enable=config["electricity"].get("co2limit_enable", False), co2limit=config["electricity"]["co2limit"], + gaslimit_enable=config["electricity"].get("gaslimit_enable", False), gaslimit=config["electricity"].get("gaslimit"), max_hours=config["electricity"]["max_hours"], costs=config["costs"], + snapshot_opts=config.get("snapshot_opts",{}), + autarky=config["electricity"].get("autarky",{}), input: RESOURCES + "networks/elec_s{simpl}_{clusters}_ec.nc", tech_costs=COSTS, diff --git a/rules/build_sector.smk b/rules/build_sector.smk index 10a5f821..9845ac13 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -705,6 +705,7 @@ rule build_transport_demand: rule prepare_sector_network: params: + enable_sector=config.get("enable_sector", {}), co2_budget=config["co2_budget"], conventional_carriers=config["existing_capacities"]["conventional_carriers"], foresight=config["foresight"], @@ -717,6 +718,7 @@ rule prepare_sector_network: countries=config["countries"], emissions_scope=config["energy"]["emissions"], eurostat_report_year=config["energy"]["eurostat_report_year"], + snapshot_opts=config.get("snapshot_opts",{}), RDIR=RDIR, input: **build_retro_cost_output, diff --git a/scripts/_helpers.py b/scripts/_helpers.py index fc7bc9e0..714bf33f 100644 --- a/scripts/_helpers.py +++ b/scripts/_helpers.py @@ -7,6 +7,7 @@ import contextlib import logging import os import urllib +import re from pathlib import Path import pandas as pd @@ -21,6 +22,19 @@ logger = logging.getLogger(__name__) REGION_COLS = ["geometry", "name", "x", "y", "country"] +def get_opt(opts, expr, flags=None): + """ + Return the first option matching the regular expression. + The regular expression is case-insensitive by default. + """ + if flags is None: + flags = re.IGNORECASE + for o in opts: + match = re.match(expr, o, flags=flags) + if match: + return match.group(0) + return None + # Define a context manager to temporarily mute print statements @contextlib.contextmanager def mute_print(): diff --git a/scripts/prepare_network.py b/scripts/prepare_network.py index a5a00a3c..c3fe74b1 100755 --- a/scripts/prepare_network.py +++ b/scripts/prepare_network.py @@ -63,7 +63,7 @@ import re import numpy as np import pandas as pd import pypsa -from _helpers import configure_logging +from _helpers import configure_logging, get_opt from add_electricity import load_costs, update_transmission_costs from pypsa.descriptors import expand_series @@ -71,6 +71,18 @@ idx = pd.IndexSlice logger = logging.getLogger(__name__) +def find_opt(opts, expr): + """ + Return if available the float after the expression. + """ + for o in opts: + if expr in o: + m = re.findall("[0-9]*\.?[0-9]+$", o) + if len(m) > 0: + return True, float(m[0]) + else: + return True, None + return False, None def add_co2limit(n, co2limit, Nyears=1.0): n.add( @@ -296,43 +308,47 @@ if __name__ == "__main__": ) set_line_s_max_pu(n, snakemake.params.lines["s_max_pu"]) + + # temporal averaging + nhours_opts_config = snakemake.params.snapshot_opts.get("average_every_nhours",{}) + nhours_enable_config = nhours_opts_config.get("enable",None) + nhours_config = str(nhours_opts_config.get("hour",None)) + "h" + nhours_wildcard = get_opt(opts, r"^\d+h$") + if nhours_wildcard is not None or (nhours_enable_config and nhours_config is not None): + nhours = nhours_wildcard or nhours_config + n = average_every_nhours(n, nhours) - for o in opts: - m = re.match(r"^\d+h$", o, re.IGNORECASE) - if m is not None: - n = average_every_nhours(n, m.group(0)) - break + # segments with package tsam + time_seg_opts_config = snakemake.params.snapshot_opts.get("time_segmentation",{}) + time_seg_enable_config = nhours_opts_config.get("enable",None) + time_seg_config = str(nhours_opts_config.get("hour",None)) + "seg" + time_seg_wildcard = get_opt(opts, r"^\d+seg$") + if time_seg_wildcard is not None or (time_seg_enable_config and time_seg_config is not None): + time_seg = time_seg_wildcard or time_seg_config + solver_name = snakemake.config["solving"]["solver"]["name"] + n = apply_time_segmentation(n, time_seg, solver_name) - for o in opts: - m = re.match(r"^\d+seg$", o, re.IGNORECASE) - if m is not None: - solver_name = snakemake.config["solving"]["solver"]["name"] - n = apply_time_segmentation(n, m.group(0)[:-3], solver_name) - break + Co2L_config = snakemake.params.co2limit_enable and isinstance(snakemake.params.co2limit,float) + Co2L_wildcard, co2limit_wildcard = find_opt(opts, "Co2L") + if Co2L_wildcard or Co2L_config: + if co2limit_wildcard is not None: # TODO: what if you wat to determine the factor through the wildcard? + co2limit = co2limit_wildcard * snakemake.params.co2base + add_co2limit(n, co2limit, Nyears) + logger.info("Setting CO2 limit according to wildcard value.") + else: + add_co2limit(n, snakemake.params.co2limit, Nyears) + logger.info("Setting CO2 limit according to config value.") - for o in opts: - if "Co2L" in o: - m = re.findall("[0-9]*\.?[0-9]+$", o) - if len(m) > 0: - co2limit = float(m[0]) * snakemake.params.co2base - add_co2limit(n, co2limit, Nyears) - logger.info("Setting CO2 limit according to wildcard value.") - else: - add_co2limit(n, snakemake.params.co2limit, Nyears) - logger.info("Setting CO2 limit according to config value.") - break - - for o in opts: - if "CH4L" in o: - m = re.findall("[0-9]*\.?[0-9]+$", o) - if len(m) > 0: - limit = float(m[0]) * 1e6 - add_gaslimit(n, limit, Nyears) - logger.info("Setting gas usage limit according to wildcard value.") - else: - add_gaslimit(n, snakemake.params.gaslimit, Nyears) - logger.info("Setting gas usage limit according to config value.") - break + CH4L_config = snakemake.params.gaslimit_enable and isinstance(snakemake.params.gaslimit,float) + CH4L_wildcard, gaslimit_wildcard = find_opt(opts, "CH4L") + if CH4L_wildcard or CH4L_config: + if gaslimit_wildcard is not None: # TODO: what if you wat to determine the factor through the wildcard? + gaslimit = gaslimit_wildcard * 1e6 + add_gaslimit(n, gaslimit, Nyears) + logger.info("Setting gas usage limit according to wildcard value.") + else: + add_gaslimit(n, snakemake.params.gaslimit, Nyears) + logger.info("Setting gas usage limit according to config value.") for o in opts: if "+" not in o: @@ -353,21 +369,24 @@ if __name__ == "__main__": sel = c.df.carrier.str.contains(carrier) c.df.loc[sel, attr] *= factor + Ept_config = snakemake.params.costs.get("enable",{}).get("monthly_prices", False) for o in opts: - if "Ept" in o: + if "Ept" in o or Ept_config: logger.info( "Setting time dependent emission prices according spot market price" ) add_dynamic_emission_prices(n) - elif "Ep" in o: - m = re.findall("[0-9]*\.?[0-9]+$", o) - if len(m) > 0: - logger.info("Setting emission prices according to wildcard value.") - add_emission_prices(n, dict(co2=float(m[0]))) - else: - logger.info("Setting emission prices according to config value.") - add_emission_prices(n, snakemake.params.costs["emission_prices"]) - break + Ept_config = True + + Ep_config = snakemake.params.costs.get("enable",{}).get("emission_prices", False) + Ep_wildcard, co2_wildcard = find_opt(opts, "Ep") + if (Ep_wildcard or Ep_config) and not Ept_config: + if co2_wildcard is not None: + logger.info("Setting emission prices according to wildcard value.") + add_emission_prices(n, dict(co2=co2_wildcard)) + else: + logger.info("Setting emission prices according to config value.") + add_emission_prices(n, snakemake.params.costs["emission_prices"]) ll_type, factor = snakemake.wildcards.ll[0], snakemake.wildcards.ll[1:] set_transmission_limit(n, ll_type, factor, costs, Nyears) @@ -380,10 +399,12 @@ if __name__ == "__main__": p_nom_max_ext=snakemake.params.links.get("max_extension", np.inf), ) - if "ATK" in opts: - enforce_autarky(n) - elif "ATKc" in opts: - enforce_autarky(n, only_crossborder=True) + autarky_config = snakemake.params.autarky + if "ATK" in opts or autarky_config.get("enable", False): + only_crossborder = False + if "ATKc" in opts or autarky_config.get("by_country", False): + only_crossborder = True + enforce_autarky(n, only_crossborder=only_crossborder) n.meta = dict(snakemake.config, **dict(wildcards=dict(snakemake.wildcards))) n.export_to_netcdf(snakemake.output[0]) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 11406bff..af666f5d 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -17,7 +17,7 @@ import numpy as np import pandas as pd import pypsa import xarray as xr -from _helpers import generate_periodic_profiles, update_config_with_sector_opts +from _helpers import generate_periodic_profiles, update_config_with_sector_opts, get_opt from add_electricity import calculate_annuity, sanitize_carriers from build_energy_totals import build_co2_totals, build_eea_co2, build_eurostat_co2 from networkx.algorithms import complement @@ -161,11 +161,11 @@ spatial = SimpleNamespace() def emission_sectors_from_opts(opts): sectors = ["electricity"] - if "T" in opts: + if "T" in opts or opts_config.get("land_transport",False): sectors += ["rail non-elec", "road non-elec"] - if "H" in opts: + if "H" in opts or opts_config.get("heating",False): sectors += ["residential non-elec", "services non-elec"] - if "I" in opts: + if "I" in opts or opts_config.get("industry",False): sectors += [ "industrial non-elec", "industrial processes", @@ -174,7 +174,10 @@ def emission_sectors_from_opts(opts): "domestic navigation", "international navigation", ] - if "A" in opts: + + heat_and_industry = opts_config.get("industry",False) and opts_config.get("heating",False) + + if ("I" in opts and "H" in opts and"A" in opts) or (heat_and_industry and opts_config.get("agriculture_machinery",False)): sectors += ["agriculture"] return sectors @@ -3256,27 +3259,39 @@ def set_temporal_aggregation(n, opts, solver_name): """ Aggregate network temporally. """ - for o in opts: - # temporal averaging - m = re.match(r"^\d+h$", o, re.IGNORECASE) - if m is not None: - n = average_every_nhours(n, m.group(0)) - break - # representative snapshots - m = re.match(r"(^\d+)sn$", o, re.IGNORECASE) - if m is not None: - sn = int(m[1]) - logger.info(f"Use every {sn} snapshot as representative") - n.set_snapshots(n.snapshots[::sn]) - n.snapshot_weightings *= sn - break - # segments with package tsam - m = re.match(r"^(\d+)seg$", o, re.IGNORECASE) - if m is not None: - segments = int(m[1]) - logger.info(f"Use temporal segmentation with {segments} segments") - n = apply_time_segmentation(n, segments, solver_name=solver_name) - break + # temporal averaging + nhours_opts_config = snakemake.params.snapshot_opts.get("average_every_nhours",{}) + nhours_enable_config = nhours_opts_config.get("enable",None) + nhours_config = str(nhours_opts_config.get("hour",None)) + "H" + nhours_wildcard = get_opt(opts, r"^\d+h$") + if nhours_wildcard is not None or (nhours_enable_config and nhours_config is not None): + nhours = nhours_wildcard or nhours_config + n = average_every_nhours(n, nhours) + return n + + # representative snapshots + snapshots_opts_config = snakemake.params.snapshot_opts.get("set_snapshots",{}) + snapshots_enable_config = snapshots_opts_config.get("enable",None) + snapshots_config = snapshots_opts_config.get("hour",None) + snapshots_wildcard = get_opt(opts, r"(^\d+)sn$") + if snapshots_wildcard is not None or (snapshots_enable_config and snapshots_config is not None): + sn = int(snapshots_wildcard[:-2]) or snapshots_config + logger.info(f"Use every {sn} snapshot as representative") + n.set_snapshots(n.snapshots[::sn]) + n.snapshot_weightings *= sn + return n + + # segments with package tsam + time_seg_opts_config = snakemake.params.snapshot_opts.get("time_segmentation",{}) + time_seg_enable_config = nhours_opts_config.get("enable",None) + time_seg_config = nhours_opts_config.get("hour",None) + time_seg_wildcard = get_opt(opts, r"^(\d+)seg$") + if time_seg_wildcard is not None or (time_seg_enable_config and time_seg_config is not None): + segments = int(time_seg_wildcard[:-3]) or time_seg_config + logger.info(f"Use temporal segmentation with {segments} segments") + n = apply_time_segmentation(n, segments, solver_name=solver_name) + return n + return n @@ -3303,6 +3318,10 @@ if __name__ == "__main__": opts = snakemake.wildcards.sector_opts.split("-") + opts_config = snakemake.params.enable_sector + + heat_and_industry = opts_config.get("industry",False) and opts_config.get("heating",False) + investment_year = int(snakemake.wildcards.planning_horizons[-4:]) n = pypsa.Network(snakemake.input.network) @@ -3340,51 +3359,53 @@ if __name__ == "__main__": # TODO merge with opts cost adjustment below for o in opts: - if o[:4] == "wave": + if o[:4] == "wave": # TODO: add config wildcard options or depreciated? wave_cost_factor = float(o[4:].replace("p", ".").replace("m", "-")) logger.info( f"Including wave generators with cost factor of {wave_cost_factor}" ) add_wave(n, wave_cost_factor) - if o[:4] == "dist": + if o[:4] == "dist": # TODO: add config wildcard options options["electricity_distribution_grid"] = True options["electricity_distribution_grid_cost_factor"] = float( o[4:].replace("p", ".").replace("m", "-") ) - if o == "biomasstransport": + for o in opts: + if o == "biomasstransport" or opts_config.get("biomass_transport",False): options["biomass_transport"] = True + break - if "nodistrict" in opts: + if "nodistrict" in opts or opts_config.get("no_heat_district",False): options["district_heating"]["progress"] = 0.0 - if "T" in opts: + if "T" in opts or opts_config.get("land_transport",False): add_land_transport(n, costs) - if "H" in opts: + if "H" in opts or opts_config.get("heating",False): add_heat(n, costs) - if "B" in opts: + if "B" in opts or opts_config.get("biomass",False): add_biomass(n, costs) if options["ammonia"]: add_ammonia(n, costs) - if "I" in opts: + if "I" in opts or opts_config.get("industry",False): add_industry(n, costs) - if "I" in opts and "H" in opts: + if ("I" in opts and "H" in opts) or (heat_and_industry and opts_config.get("waste_heat",False)): add_waste_heat(n) - if "A" in opts: # requires H and I + if ("I" in opts and "H" in opts and"A" in opts) or (heat_and_industry and opts_config.get("agriculture_machinery",False)): # requires H and I add_agriculture(n, costs) if options["dac"]: add_dac(n, costs) - if "decentral" in opts: + if "decentral" in opts or opts_config.get("decentral",False): decentral(n) - if "noH2network" in opts: + if "noH2network" in opts or opts_config.get("noH2network",False): remove_h2_network(n) if options["co2network"]: @@ -3399,7 +3420,7 @@ if __name__ == "__main__": limit_type = "config" limit = get(snakemake.params.co2_budget, investment_year) for o in opts: - if "cb" not in o: + if "cb" not in o or opts_config.get("carbon_budget",False) is False: continue limit_type = "carbon budget" fn = "results/" + snakemake.params.RDIR + "csvs/carbon_budget_distribution.csv" @@ -3419,7 +3440,7 @@ if __name__ == "__main__": limit = co2_cap.loc[investment_year] break for o in opts: - if "Co2L" not in o: + if "Co2L" not in o or opts_config.get("co2limit_sector",False) is False: continue limit_type = "wildcard" limit = o[o.find("Co2L") + 4 :] @@ -3428,7 +3449,7 @@ if __name__ == "__main__": logger.info(f"Add CO2 limit from {limit_type}") add_co2limit(n, nyears, limit) - for o in opts: + for o in opts: # TODO: add config wildcard options or depreciated? if not o[:10] == "linemaxext": continue maxext = float(o[10:]) * 1e3 From 3eed3410448c93426af03e2fce23aaa7db986e73 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 11 Sep 2023 21:03:58 +0000 Subject: [PATCH 002/114] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/build_electricity.smk | 4 +- rules/build_sector.smk | 2 +- scripts/_helpers.py | 4 +- scripts/prepare_network.py | 50 +++++++++++------- scripts/prepare_sector_network.py | 84 ++++++++++++++++++------------- 5 files changed, 88 insertions(+), 56 deletions(-) diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index 6b9cde24..b15796c9 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -479,8 +479,8 @@ rule prepare_network: gaslimit=config["electricity"].get("gaslimit"), max_hours=config["electricity"]["max_hours"], costs=config["costs"], - snapshot_opts=config.get("snapshot_opts",{}), - autarky=config["electricity"].get("autarky",{}), + snapshot_opts=config.get("snapshot_opts", {}), + autarky=config["electricity"].get("autarky", {}), input: RESOURCES + "networks/elec_s{simpl}_{clusters}_ec.nc", tech_costs=COSTS, diff --git a/rules/build_sector.smk b/rules/build_sector.smk index 9845ac13..1bee1ed0 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -718,7 +718,7 @@ rule prepare_sector_network: countries=config["countries"], emissions_scope=config["energy"]["emissions"], eurostat_report_year=config["energy"]["eurostat_report_year"], - snapshot_opts=config.get("snapshot_opts",{}), + snapshot_opts=config.get("snapshot_opts", {}), RDIR=RDIR, input: **build_retro_cost_output, diff --git a/scripts/_helpers.py b/scripts/_helpers.py index 714bf33f..01349e08 100644 --- a/scripts/_helpers.py +++ b/scripts/_helpers.py @@ -6,8 +6,8 @@ import contextlib import logging import os -import urllib import re +import urllib from pathlib import Path import pandas as pd @@ -25,6 +25,7 @@ REGION_COLS = ["geometry", "name", "x", "y", "country"] def get_opt(opts, expr, flags=None): """ Return the first option matching the regular expression. + The regular expression is case-insensitive by default. """ if flags is None: @@ -35,6 +36,7 @@ def get_opt(opts, expr, flags=None): return match.group(0) return None + # Define a context manager to temporarily mute print statements @contextlib.contextmanager def mute_print(): diff --git a/scripts/prepare_network.py b/scripts/prepare_network.py index c3fe74b1..2a2d73f8 100755 --- a/scripts/prepare_network.py +++ b/scripts/prepare_network.py @@ -71,6 +71,7 @@ idx = pd.IndexSlice logger = logging.getLogger(__name__) + def find_opt(opts, expr): """ Return if available the float after the expression. @@ -84,6 +85,7 @@ def find_opt(opts, expr): return True, None return False, None + def add_co2limit(n, co2limit, Nyears=1.0): n.add( "GlobalConstraint", @@ -308,45 +310,57 @@ if __name__ == "__main__": ) set_line_s_max_pu(n, snakemake.params.lines["s_max_pu"]) - + # temporal averaging - nhours_opts_config = snakemake.params.snapshot_opts.get("average_every_nhours",{}) - nhours_enable_config = nhours_opts_config.get("enable",None) - nhours_config = str(nhours_opts_config.get("hour",None)) + "h" + nhours_opts_config = snakemake.params.snapshot_opts.get("average_every_nhours", {}) + nhours_enable_config = nhours_opts_config.get("enable", None) + nhours_config = str(nhours_opts_config.get("hour", None)) + "h" nhours_wildcard = get_opt(opts, r"^\d+h$") - if nhours_wildcard is not None or (nhours_enable_config and nhours_config is not None): + if nhours_wildcard is not None or ( + nhours_enable_config and nhours_config is not None + ): nhours = nhours_wildcard or nhours_config n = average_every_nhours(n, nhours) # segments with package tsam - time_seg_opts_config = snakemake.params.snapshot_opts.get("time_segmentation",{}) - time_seg_enable_config = nhours_opts_config.get("enable",None) - time_seg_config = str(nhours_opts_config.get("hour",None)) + "seg" + time_seg_opts_config = snakemake.params.snapshot_opts.get("time_segmentation", {}) + time_seg_enable_config = nhours_opts_config.get("enable", None) + time_seg_config = str(nhours_opts_config.get("hour", None)) + "seg" time_seg_wildcard = get_opt(opts, r"^\d+seg$") - if time_seg_wildcard is not None or (time_seg_enable_config and time_seg_config is not None): + if time_seg_wildcard is not None or ( + time_seg_enable_config and time_seg_config is not None + ): time_seg = time_seg_wildcard or time_seg_config solver_name = snakemake.config["solving"]["solver"]["name"] n = apply_time_segmentation(n, time_seg, solver_name) - Co2L_config = snakemake.params.co2limit_enable and isinstance(snakemake.params.co2limit,float) + Co2L_config = snakemake.params.co2limit_enable and isinstance( + snakemake.params.co2limit, float + ) Co2L_wildcard, co2limit_wildcard = find_opt(opts, "Co2L") if Co2L_wildcard or Co2L_config: - if co2limit_wildcard is not None: # TODO: what if you wat to determine the factor through the wildcard? + if ( + co2limit_wildcard is not None + ): # TODO: what if you wat to determine the factor through the wildcard? co2limit = co2limit_wildcard * snakemake.params.co2base add_co2limit(n, co2limit, Nyears) logger.info("Setting CO2 limit according to wildcard value.") - else: + else: add_co2limit(n, snakemake.params.co2limit, Nyears) logger.info("Setting CO2 limit according to config value.") - CH4L_config = snakemake.params.gaslimit_enable and isinstance(snakemake.params.gaslimit,float) + CH4L_config = snakemake.params.gaslimit_enable and isinstance( + snakemake.params.gaslimit, float + ) CH4L_wildcard, gaslimit_wildcard = find_opt(opts, "CH4L") if CH4L_wildcard or CH4L_config: - if gaslimit_wildcard is not None: # TODO: what if you wat to determine the factor through the wildcard? + if ( + gaslimit_wildcard is not None + ): # TODO: what if you wat to determine the factor through the wildcard? gaslimit = gaslimit_wildcard * 1e6 add_gaslimit(n, gaslimit, Nyears) logger.info("Setting gas usage limit according to wildcard value.") - else: + else: add_gaslimit(n, snakemake.params.gaslimit, Nyears) logger.info("Setting gas usage limit according to config value.") @@ -369,7 +383,7 @@ if __name__ == "__main__": sel = c.df.carrier.str.contains(carrier) c.df.loc[sel, attr] *= factor - Ept_config = snakemake.params.costs.get("enable",{}).get("monthly_prices", False) + Ept_config = snakemake.params.costs.get("enable", {}).get("monthly_prices", False) for o in opts: if "Ept" in o or Ept_config: logger.info( @@ -378,13 +392,13 @@ if __name__ == "__main__": add_dynamic_emission_prices(n) Ept_config = True - Ep_config = snakemake.params.costs.get("enable",{}).get("emission_prices", False) + Ep_config = snakemake.params.costs.get("enable", {}).get("emission_prices", False) Ep_wildcard, co2_wildcard = find_opt(opts, "Ep") if (Ep_wildcard or Ep_config) and not Ept_config: if co2_wildcard is not None: logger.info("Setting emission prices according to wildcard value.") add_emission_prices(n, dict(co2=co2_wildcard)) - else: + else: logger.info("Setting emission prices according to config value.") add_emission_prices(n, snakemake.params.costs["emission_prices"]) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index af666f5d..a2ffc3da 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -17,7 +17,7 @@ import numpy as np import pandas as pd import pypsa import xarray as xr -from _helpers import generate_periodic_profiles, update_config_with_sector_opts, get_opt +from _helpers import generate_periodic_profiles, get_opt, update_config_with_sector_opts from add_electricity import calculate_annuity, sanitize_carriers from build_energy_totals import build_co2_totals, build_eea_co2, build_eurostat_co2 from networkx.algorithms import complement @@ -161,11 +161,11 @@ spatial = SimpleNamespace() def emission_sectors_from_opts(opts): sectors = ["electricity"] - if "T" in opts or opts_config.get("land_transport",False): + if "T" in opts or opts_config.get("land_transport", False): sectors += ["rail non-elec", "road non-elec"] - if "H" in opts or opts_config.get("heating",False): + if "H" in opts or opts_config.get("heating", False): sectors += ["residential non-elec", "services non-elec"] - if "I" in opts or opts_config.get("industry",False): + if "I" in opts or opts_config.get("industry", False): sectors += [ "industrial non-elec", "industrial processes", @@ -175,9 +175,13 @@ def emission_sectors_from_opts(opts): "international navigation", ] - heat_and_industry = opts_config.get("industry",False) and opts_config.get("heating",False) + heat_and_industry = opts_config.get("industry", False) and opts_config.get( + "heating", False + ) - if ("I" in opts and "H" in opts and"A" in opts) or (heat_and_industry and opts_config.get("agriculture_machinery",False)): + if ("I" in opts and "H" in opts and "A" in opts) or ( + heat_and_industry and opts_config.get("agriculture_machinery", False) + ): sectors += ["agriculture"] return sectors @@ -3260,21 +3264,25 @@ def set_temporal_aggregation(n, opts, solver_name): Aggregate network temporally. """ # temporal averaging - nhours_opts_config = snakemake.params.snapshot_opts.get("average_every_nhours",{}) - nhours_enable_config = nhours_opts_config.get("enable",None) - nhours_config = str(nhours_opts_config.get("hour",None)) + "H" + nhours_opts_config = snakemake.params.snapshot_opts.get("average_every_nhours", {}) + nhours_enable_config = nhours_opts_config.get("enable", None) + nhours_config = str(nhours_opts_config.get("hour", None)) + "H" nhours_wildcard = get_opt(opts, r"^\d+h$") - if nhours_wildcard is not None or (nhours_enable_config and nhours_config is not None): + if nhours_wildcard is not None or ( + nhours_enable_config and nhours_config is not None + ): nhours = nhours_wildcard or nhours_config n = average_every_nhours(n, nhours) return n # representative snapshots - snapshots_opts_config = snakemake.params.snapshot_opts.get("set_snapshots",{}) - snapshots_enable_config = snapshots_opts_config.get("enable",None) - snapshots_config = snapshots_opts_config.get("hour",None) + snapshots_opts_config = snakemake.params.snapshot_opts.get("set_snapshots", {}) + snapshots_enable_config = snapshots_opts_config.get("enable", None) + snapshots_config = snapshots_opts_config.get("hour", None) snapshots_wildcard = get_opt(opts, r"(^\d+)sn$") - if snapshots_wildcard is not None or (snapshots_enable_config and snapshots_config is not None): + if snapshots_wildcard is not None or ( + snapshots_enable_config and snapshots_config is not None + ): sn = int(snapshots_wildcard[:-2]) or snapshots_config logger.info(f"Use every {sn} snapshot as representative") n.set_snapshots(n.snapshots[::sn]) @@ -3282,11 +3290,13 @@ def set_temporal_aggregation(n, opts, solver_name): return n # segments with package tsam - time_seg_opts_config = snakemake.params.snapshot_opts.get("time_segmentation",{}) - time_seg_enable_config = nhours_opts_config.get("enable",None) - time_seg_config = nhours_opts_config.get("hour",None) + time_seg_opts_config = snakemake.params.snapshot_opts.get("time_segmentation", {}) + time_seg_enable_config = nhours_opts_config.get("enable", None) + time_seg_config = nhours_opts_config.get("hour", None) time_seg_wildcard = get_opt(opts, r"^(\d+)seg$") - if time_seg_wildcard is not None or (time_seg_enable_config and time_seg_config is not None): + if time_seg_wildcard is not None or ( + time_seg_enable_config and time_seg_config is not None + ): segments = int(time_seg_wildcard[:-3]) or time_seg_config logger.info(f"Use temporal segmentation with {segments} segments") n = apply_time_segmentation(n, segments, solver_name=solver_name) @@ -3320,7 +3330,9 @@ if __name__ == "__main__": opts_config = snakemake.params.enable_sector - heat_and_industry = opts_config.get("industry",False) and opts_config.get("heating",False) + heat_and_industry = opts_config.get("industry", False) and opts_config.get( + "heating", False + ) investment_year = int(snakemake.wildcards.planning_horizons[-4:]) @@ -3359,53 +3371,57 @@ if __name__ == "__main__": # TODO merge with opts cost adjustment below for o in opts: - if o[:4] == "wave": # TODO: add config wildcard options or depreciated? + if o[:4] == "wave": # TODO: add config wildcard options or depreciated? wave_cost_factor = float(o[4:].replace("p", ".").replace("m", "-")) logger.info( f"Including wave generators with cost factor of {wave_cost_factor}" ) add_wave(n, wave_cost_factor) - if o[:4] == "dist": # TODO: add config wildcard options + if o[:4] == "dist": # TODO: add config wildcard options options["electricity_distribution_grid"] = True options["electricity_distribution_grid_cost_factor"] = float( o[4:].replace("p", ".").replace("m", "-") ) for o in opts: - if o == "biomasstransport" or opts_config.get("biomass_transport",False): + if o == "biomasstransport" or opts_config.get("biomass_transport", False): options["biomass_transport"] = True break - if "nodistrict" in opts or opts_config.get("no_heat_district",False): + if "nodistrict" in opts or opts_config.get("no_heat_district", False): options["district_heating"]["progress"] = 0.0 - if "T" in opts or opts_config.get("land_transport",False): + if "T" in opts or opts_config.get("land_transport", False): add_land_transport(n, costs) - if "H" in opts or opts_config.get("heating",False): + if "H" in opts or opts_config.get("heating", False): add_heat(n, costs) - if "B" in opts or opts_config.get("biomass",False): + if "B" in opts or opts_config.get("biomass", False): add_biomass(n, costs) if options["ammonia"]: add_ammonia(n, costs) - if "I" in opts or opts_config.get("industry",False): + if "I" in opts or opts_config.get("industry", False): add_industry(n, costs) - if ("I" in opts and "H" in opts) or (heat_and_industry and opts_config.get("waste_heat",False)): + if ("I" in opts and "H" in opts) or ( + heat_and_industry and opts_config.get("waste_heat", False) + ): add_waste_heat(n) - if ("I" in opts and "H" in opts and"A" in opts) or (heat_and_industry and opts_config.get("agriculture_machinery",False)): # requires H and I + if ("I" in opts and "H" in opts and "A" in opts) or ( + heat_and_industry and opts_config.get("agriculture_machinery", False) + ): # requires H and I add_agriculture(n, costs) if options["dac"]: add_dac(n, costs) - if "decentral" in opts or opts_config.get("decentral",False): + if "decentral" in opts or opts_config.get("decentral", False): decentral(n) - if "noH2network" in opts or opts_config.get("noH2network",False): + if "noH2network" in opts or opts_config.get("noH2network", False): remove_h2_network(n) if options["co2network"]: @@ -3420,7 +3436,7 @@ if __name__ == "__main__": limit_type = "config" limit = get(snakemake.params.co2_budget, investment_year) for o in opts: - if "cb" not in o or opts_config.get("carbon_budget",False) is False: + if "cb" not in o or opts_config.get("carbon_budget", False) is False: continue limit_type = "carbon budget" fn = "results/" + snakemake.params.RDIR + "csvs/carbon_budget_distribution.csv" @@ -3440,7 +3456,7 @@ if __name__ == "__main__": limit = co2_cap.loc[investment_year] break for o in opts: - if "Co2L" not in o or opts_config.get("co2limit_sector",False) is False: + if "Co2L" not in o or opts_config.get("co2limit_sector", False) is False: continue limit_type = "wildcard" limit = o[o.find("Co2L") + 4 :] @@ -3449,7 +3465,7 @@ if __name__ == "__main__": logger.info(f"Add CO2 limit from {limit_type}") add_co2limit(n, nyears, limit) - for o in opts: # TODO: add config wildcard options or depreciated? + for o in opts: # TODO: add config wildcard options or depreciated? if not o[:10] == "linemaxext": continue maxext = float(o[10:]) * 1e3 From 7be8cc0773380915dccc06c227574528611a2ff9 Mon Sep 17 00:00:00 2001 From: virio-andreyana Date: Fri, 15 Sep 2023 11:55:52 +0200 Subject: [PATCH 003/114] undo changes in sector networks and simplify config --- config/config.default.yaml | 50 ++----------- rules/build_electricity.smk | 23 +++++- rules/build_sector.smk | 26 +++++-- rules/postprocess.smk | 6 +- rules/validate.smk | 18 ++++- scripts/prepare_network.py | 26 +++---- scripts/prepare_sector_network.py | 119 ++++++++++-------------------- 7 files changed, 114 insertions(+), 154 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index fcc74981..75de9437 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -59,14 +59,9 @@ snapshots: start: "2013-01-01" end: "2014-01-01" inclusive: 'left' - -snapshot_opts: - average_every_nhours: - enable: false - hour: 2 - time_segmentation: - enable: false - hour: 4380 + resolution: false + segmentation: false + #representative: false # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#enable enable: @@ -81,21 +76,6 @@ enable: retrieve_natura_raster: true custom_busmap: false -enable_sector: - no_heat_district: false - land_transport: false - heating: false - waste_heat: false - biomass: false - biomass_transport: false - agriculture_machinery: false - industry: false - decentral: false - #wave_energy: false - #wave_energy_factor: - noH2network: false - carbon_budget: false - co2limit_sector: false # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#co2-budget co2_budget: @@ -107,16 +87,6 @@ co2_budget: 2045: 0.032 2050: 0.000 -co2_budget_opts: - from_descrete_value: - enable: true - from_beta_decay: - enable: false # TODO: move to own rule with sector-opts wildcard? - value: 1 - from_exp_decay: - enable: false - value: 1 - # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#electricity electricity: voltages: [220., 300., 380.] @@ -159,13 +129,6 @@ electricity: Onshore: [onwind] PV: [solar] - adjust_carrier: # This is the solar+c0.5 thing - enable: false - #solar: - # p_nom_max: - # capital_cost: - # marginal_cost: - autarky: enable: false by_country: false @@ -618,12 +581,9 @@ costs: battery: 0. battery inverter: 0. emission_prices: + enable: false co2: 0. - - enable: - emission_prices: false - monthly_prices: false - + co2_monthly_prices: false # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#clustering clustering: diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index b15796c9..bfbc1bd2 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -20,7 +20,11 @@ if config["enable"].get("prepare_links_p_nom", False): rule build_electricity_demand: params: - snapshots=config["snapshots"], + snapshots={ + "start":config["snapshots"]["start"], + "end":config["snapshots"]["end"], + "inclusive":config["snapshots"]["inclusive"], + }, countries=config["countries"], load=config["load"], input: @@ -61,7 +65,11 @@ rule build_powerplants: rule base_network: params: countries=config["countries"], - snapshots=config["snapshots"], + snapshots={ + "start":config["snapshots"]["start"], + "end":config["snapshots"]["end"], + "inclusive":config["snapshots"]["inclusive"], + }, lines=config["lines"], links=config["links"], transformers=config["transformers"], @@ -144,7 +152,11 @@ if config["enable"].get("build_cutout", False): rule build_cutout: params: - snapshots=config["snapshots"], + snapshots={ + "start":config["snapshots"]["start"], + "end":config["snapshots"]["end"], + "inclusive":config["snapshots"]["inclusive"], + }, cutouts=config["atlite"]["cutouts"], input: regions_onshore=RESOURCES + "regions_onshore.geojson", @@ -470,6 +482,10 @@ rule add_extra_components: rule prepare_network: params: + snapshots={ + "resolution":config["snapshots"].get("resolution", False), + "segmentation":config["snapshots"].get("segmentation", False), + }, links=config["links"], lines=config["lines"], co2base=config["electricity"]["co2base"], @@ -479,7 +495,6 @@ rule prepare_network: gaslimit=config["electricity"].get("gaslimit"), max_hours=config["electricity"]["max_hours"], costs=config["costs"], - snapshot_opts=config.get("snapshot_opts", {}), autarky=config["electricity"].get("autarky", {}), input: RESOURCES + "networks/elec_s{simpl}_{clusters}_ec.nc", diff --git a/rules/build_sector.smk b/rules/build_sector.smk index 1bee1ed0..56a6b532 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -141,7 +141,11 @@ if not (config["sector"]["gas_network"] or config["sector"]["H2_retrofit"]): rule build_heat_demands: params: - snapshots=config["snapshots"], + snapshots={ + "start":config["snapshots"]["start"], + "end":config["snapshots"]["end"], + "inclusive":config["snapshots"]["inclusive"], + }, input: pop_layout=RESOURCES + "pop_layout_{scope}.nc", regions_onshore=RESOURCES + "regions_onshore_elec_s{simpl}_{clusters}.geojson", @@ -163,7 +167,11 @@ rule build_heat_demands: rule build_temperature_profiles: params: - snapshots=config["snapshots"], + snapshots={ + "start":config["snapshots"]["start"], + "end":config["snapshots"]["end"], + "inclusive":config["snapshots"]["inclusive"], + }, input: pop_layout=RESOURCES + "pop_layout_{scope}.nc", regions_onshore=RESOURCES + "regions_onshore_elec_s{simpl}_{clusters}.geojson", @@ -215,7 +223,11 @@ rule build_cop_profiles: rule build_solar_thermal_profiles: params: - snapshots=config["snapshots"], + snapshots={ + "start":config["snapshots"]["start"], + "end":config["snapshots"]["end"], + "inclusive":config["snapshots"]["inclusive"], + }, solar_thermal=config["solar_thermal"], input: pop_layout=RESOURCES + "pop_layout_{scope}.nc", @@ -677,7 +689,11 @@ rule build_shipping_demand: rule build_transport_demand: params: - snapshots=config["snapshots"], + snapshots={ + "start":config["snapshots"]["start"], + "end":config["snapshots"]["end"], + "inclusive":config["snapshots"]["inclusive"], + }, sector=config["sector"], input: clustered_pop_layout=RESOURCES + "pop_layout_elec_s{simpl}_{clusters}.csv", @@ -705,7 +721,6 @@ rule build_transport_demand: rule prepare_sector_network: params: - enable_sector=config.get("enable_sector", {}), co2_budget=config["co2_budget"], conventional_carriers=config["existing_capacities"]["conventional_carriers"], foresight=config["foresight"], @@ -718,7 +733,6 @@ rule prepare_sector_network: countries=config["countries"], emissions_scope=config["energy"]["emissions"], eurostat_report_year=config["energy"]["eurostat_report_year"], - snapshot_opts=config.get("snapshot_opts", {}), RDIR=RDIR, input: **build_retro_cost_output, diff --git a/rules/postprocess.smk b/rules/postprocess.smk index cf0038a3..42f0722e 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -55,7 +55,11 @@ rule make_summary: params: foresight=config["foresight"], costs=config["costs"], - snapshots=config["snapshots"], + snapshots={ + "start":config["snapshots"]["start"], + "end":config["snapshots"]["end"], + "inclusive":config["snapshots"]["inclusive"], + }, scenario=config["scenario"], RDIR=RDIR, input: diff --git a/rules/validate.smk b/rules/validate.smk index cfb8c959..ece9bebd 100644 --- a/rules/validate.smk +++ b/rules/validate.smk @@ -17,7 +17,11 @@ rule build_electricity_production: The data is used for validation of the optimization results. """ params: - snapshots=config["snapshots"], + snapshots={ + "start":config["snapshots"]["start"], + "end":config["snapshots"]["end"], + "inclusive":config["snapshots"]["inclusive"], + }, countries=config["countries"], output: RESOURCES + "historical_electricity_production.csv", @@ -35,7 +39,11 @@ rule build_cross_border_flows: The data is used for validation of the optimization results. """ params: - snapshots=config["snapshots"], + snapshots={ + "start":config["snapshots"]["start"], + "end":config["snapshots"]["end"], + "inclusive":config["snapshots"]["inclusive"], + }, countries=config["countries"], input: network=RESOURCES + "networks/base.nc", @@ -55,7 +63,11 @@ rule build_electricity_prices: The data is used for validation of the optimization results. """ params: - snapshots=config["snapshots"], + snapshots={ + "start":config["snapshots"]["start"], + "end":config["snapshots"]["end"], + "inclusive":config["snapshots"]["inclusive"], + }, countries=config["countries"], output: RESOURCES + "historical_electricity_prices.csv", diff --git a/scripts/prepare_network.py b/scripts/prepare_network.py index 2a2d73f8..f89db024 100755 --- a/scripts/prepare_network.py +++ b/scripts/prepare_network.py @@ -312,24 +312,16 @@ if __name__ == "__main__": set_line_s_max_pu(n, snakemake.params.lines["s_max_pu"]) # temporal averaging - nhours_opts_config = snakemake.params.snapshot_opts.get("average_every_nhours", {}) - nhours_enable_config = nhours_opts_config.get("enable", None) - nhours_config = str(nhours_opts_config.get("hour", None)) + "h" + nhours_config = snakemake.params.snapshots.get("resolution",False) nhours_wildcard = get_opt(opts, r"^\d+h$") - if nhours_wildcard is not None or ( - nhours_enable_config and nhours_config is not None - ): + if nhours_wildcard is not None or isinstance(nhours_config, str): nhours = nhours_wildcard or nhours_config n = average_every_nhours(n, nhours) # segments with package tsam - time_seg_opts_config = snakemake.params.snapshot_opts.get("time_segmentation", {}) - time_seg_enable_config = nhours_opts_config.get("enable", None) - time_seg_config = str(nhours_opts_config.get("hour", None)) + "seg" + time_seg_config = snakemake.params.snapshots.get("segmentation",False) time_seg_wildcard = get_opt(opts, r"^\d+seg$") - if time_seg_wildcard is not None or ( - time_seg_enable_config and time_seg_config is not None - ): + if time_seg_wildcard is not None or isinstance(time_seg_config, str): time_seg = time_seg_wildcard or time_seg_config solver_name = snakemake.config["solving"]["solver"]["name"] n = apply_time_segmentation(n, time_seg, solver_name) @@ -383,7 +375,7 @@ if __name__ == "__main__": sel = c.df.carrier.str.contains(carrier) c.df.loc[sel, attr] *= factor - Ept_config = snakemake.params.costs.get("enable", {}).get("monthly_prices", False) + Ept_config = snakemake.params.costs["emission_prices"].get("co2_monthly_prices", False) for o in opts: if "Ept" in o or Ept_config: logger.info( @@ -392,15 +384,15 @@ if __name__ == "__main__": add_dynamic_emission_prices(n) Ept_config = True - Ep_config = snakemake.params.costs.get("enable", {}).get("emission_prices", False) + Ep_config = snakemake.params.costs["emission_prices"].get("enable", False) Ep_wildcard, co2_wildcard = find_opt(opts, "Ep") if (Ep_wildcard or Ep_config) and not Ept_config: if co2_wildcard is not None: - logger.info("Setting emission prices according to wildcard value.") + logger.info("Setting CO2 prices according to wildcard value.") add_emission_prices(n, dict(co2=co2_wildcard)) else: - logger.info("Setting emission prices according to config value.") - add_emission_prices(n, snakemake.params.costs["emission_prices"]) + logger.info("Setting CO2 prices according to config value.") + add_emission_prices(n, dict(co2=snakemake.params.costs["emission_prices"]["co2"])) ll_type, factor = snakemake.wildcards.ll[0], snakemake.wildcards.ll[1:] set_transmission_limit(n, ll_type, factor, costs, Nyears) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index a2ffc3da..11406bff 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -17,7 +17,7 @@ import numpy as np import pandas as pd import pypsa import xarray as xr -from _helpers import generate_periodic_profiles, get_opt, update_config_with_sector_opts +from _helpers import generate_periodic_profiles, update_config_with_sector_opts from add_electricity import calculate_annuity, sanitize_carriers from build_energy_totals import build_co2_totals, build_eea_co2, build_eurostat_co2 from networkx.algorithms import complement @@ -161,11 +161,11 @@ spatial = SimpleNamespace() def emission_sectors_from_opts(opts): sectors = ["electricity"] - if "T" in opts or opts_config.get("land_transport", False): + if "T" in opts: sectors += ["rail non-elec", "road non-elec"] - if "H" in opts or opts_config.get("heating", False): + if "H" in opts: sectors += ["residential non-elec", "services non-elec"] - if "I" in opts or opts_config.get("industry", False): + if "I" in opts: sectors += [ "industrial non-elec", "industrial processes", @@ -174,14 +174,7 @@ def emission_sectors_from_opts(opts): "domestic navigation", "international navigation", ] - - heat_and_industry = opts_config.get("industry", False) and opts_config.get( - "heating", False - ) - - if ("I" in opts and "H" in opts and "A" in opts) or ( - heat_and_industry and opts_config.get("agriculture_machinery", False) - ): + if "A" in opts: sectors += ["agriculture"] return sectors @@ -3263,45 +3256,27 @@ def set_temporal_aggregation(n, opts, solver_name): """ Aggregate network temporally. """ - # temporal averaging - nhours_opts_config = snakemake.params.snapshot_opts.get("average_every_nhours", {}) - nhours_enable_config = nhours_opts_config.get("enable", None) - nhours_config = str(nhours_opts_config.get("hour", None)) + "H" - nhours_wildcard = get_opt(opts, r"^\d+h$") - if nhours_wildcard is not None or ( - nhours_enable_config and nhours_config is not None - ): - nhours = nhours_wildcard or nhours_config - n = average_every_nhours(n, nhours) - return n - - # representative snapshots - snapshots_opts_config = snakemake.params.snapshot_opts.get("set_snapshots", {}) - snapshots_enable_config = snapshots_opts_config.get("enable", None) - snapshots_config = snapshots_opts_config.get("hour", None) - snapshots_wildcard = get_opt(opts, r"(^\d+)sn$") - if snapshots_wildcard is not None or ( - snapshots_enable_config and snapshots_config is not None - ): - sn = int(snapshots_wildcard[:-2]) or snapshots_config - logger.info(f"Use every {sn} snapshot as representative") - n.set_snapshots(n.snapshots[::sn]) - n.snapshot_weightings *= sn - return n - - # segments with package tsam - time_seg_opts_config = snakemake.params.snapshot_opts.get("time_segmentation", {}) - time_seg_enable_config = nhours_opts_config.get("enable", None) - time_seg_config = nhours_opts_config.get("hour", None) - time_seg_wildcard = get_opt(opts, r"^(\d+)seg$") - if time_seg_wildcard is not None or ( - time_seg_enable_config and time_seg_config is not None - ): - segments = int(time_seg_wildcard[:-3]) or time_seg_config - logger.info(f"Use temporal segmentation with {segments} segments") - n = apply_time_segmentation(n, segments, solver_name=solver_name) - return n - + for o in opts: + # temporal averaging + m = re.match(r"^\d+h$", o, re.IGNORECASE) + if m is not None: + n = average_every_nhours(n, m.group(0)) + break + # representative snapshots + m = re.match(r"(^\d+)sn$", o, re.IGNORECASE) + if m is not None: + sn = int(m[1]) + logger.info(f"Use every {sn} snapshot as representative") + n.set_snapshots(n.snapshots[::sn]) + n.snapshot_weightings *= sn + break + # segments with package tsam + m = re.match(r"^(\d+)seg$", o, re.IGNORECASE) + if m is not None: + segments = int(m[1]) + logger.info(f"Use temporal segmentation with {segments} segments") + n = apply_time_segmentation(n, segments, solver_name=solver_name) + break return n @@ -3328,12 +3303,6 @@ if __name__ == "__main__": opts = snakemake.wildcards.sector_opts.split("-") - opts_config = snakemake.params.enable_sector - - heat_and_industry = opts_config.get("industry", False) and opts_config.get( - "heating", False - ) - investment_year = int(snakemake.wildcards.planning_horizons[-4:]) n = pypsa.Network(snakemake.input.network) @@ -3371,57 +3340,51 @@ if __name__ == "__main__": # TODO merge with opts cost adjustment below for o in opts: - if o[:4] == "wave": # TODO: add config wildcard options or depreciated? + if o[:4] == "wave": wave_cost_factor = float(o[4:].replace("p", ".").replace("m", "-")) logger.info( f"Including wave generators with cost factor of {wave_cost_factor}" ) add_wave(n, wave_cost_factor) - if o[:4] == "dist": # TODO: add config wildcard options + if o[:4] == "dist": options["electricity_distribution_grid"] = True options["electricity_distribution_grid_cost_factor"] = float( o[4:].replace("p", ".").replace("m", "-") ) - for o in opts: - if o == "biomasstransport" or opts_config.get("biomass_transport", False): + if o == "biomasstransport": options["biomass_transport"] = True - break - if "nodistrict" in opts or opts_config.get("no_heat_district", False): + if "nodistrict" in opts: options["district_heating"]["progress"] = 0.0 - if "T" in opts or opts_config.get("land_transport", False): + if "T" in opts: add_land_transport(n, costs) - if "H" in opts or opts_config.get("heating", False): + if "H" in opts: add_heat(n, costs) - if "B" in opts or opts_config.get("biomass", False): + if "B" in opts: add_biomass(n, costs) if options["ammonia"]: add_ammonia(n, costs) - if "I" in opts or opts_config.get("industry", False): + if "I" in opts: add_industry(n, costs) - if ("I" in opts and "H" in opts) or ( - heat_and_industry and opts_config.get("waste_heat", False) - ): + if "I" in opts and "H" in opts: add_waste_heat(n) - if ("I" in opts and "H" in opts and "A" in opts) or ( - heat_and_industry and opts_config.get("agriculture_machinery", False) - ): # requires H and I + if "A" in opts: # requires H and I add_agriculture(n, costs) if options["dac"]: add_dac(n, costs) - if "decentral" in opts or opts_config.get("decentral", False): + if "decentral" in opts: decentral(n) - if "noH2network" in opts or opts_config.get("noH2network", False): + if "noH2network" in opts: remove_h2_network(n) if options["co2network"]: @@ -3436,7 +3399,7 @@ if __name__ == "__main__": limit_type = "config" limit = get(snakemake.params.co2_budget, investment_year) for o in opts: - if "cb" not in o or opts_config.get("carbon_budget", False) is False: + if "cb" not in o: continue limit_type = "carbon budget" fn = "results/" + snakemake.params.RDIR + "csvs/carbon_budget_distribution.csv" @@ -3456,7 +3419,7 @@ if __name__ == "__main__": limit = co2_cap.loc[investment_year] break for o in opts: - if "Co2L" not in o or opts_config.get("co2limit_sector", False) is False: + if "Co2L" not in o: continue limit_type = "wildcard" limit = o[o.find("Co2L") + 4 :] @@ -3465,7 +3428,7 @@ if __name__ == "__main__": logger.info(f"Add CO2 limit from {limit_type}") add_co2limit(n, nyears, limit) - for o in opts: # TODO: add config wildcard options or depreciated? + for o in opts: if not o[:10] == "linemaxext": continue maxext = float(o[10:]) * 1e3 From 668ec9efad33af2897484f9bba8dc0c1352603aa Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 15 Sep 2023 09:56:15 +0000 Subject: [PATCH 004/114] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/build_electricity.smk | 22 +++++++++++----------- rules/build_sector.smk | 24 ++++++++++++------------ rules/postprocess.smk | 6 +++--- rules/validate.smk | 18 +++++++++--------- scripts/prepare_network.py | 12 ++++++++---- 5 files changed, 43 insertions(+), 39 deletions(-) diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index bfbc1bd2..c52404bf 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -21,9 +21,9 @@ if config["enable"].get("prepare_links_p_nom", False): rule build_electricity_demand: params: snapshots={ - "start":config["snapshots"]["start"], - "end":config["snapshots"]["end"], - "inclusive":config["snapshots"]["inclusive"], + "start": config["snapshots"]["start"], + "end": config["snapshots"]["end"], + "inclusive": config["snapshots"]["inclusive"], }, countries=config["countries"], load=config["load"], @@ -66,9 +66,9 @@ rule base_network: params: countries=config["countries"], snapshots={ - "start":config["snapshots"]["start"], - "end":config["snapshots"]["end"], - "inclusive":config["snapshots"]["inclusive"], + "start": config["snapshots"]["start"], + "end": config["snapshots"]["end"], + "inclusive": config["snapshots"]["inclusive"], }, lines=config["lines"], links=config["links"], @@ -153,9 +153,9 @@ if config["enable"].get("build_cutout", False): rule build_cutout: params: snapshots={ - "start":config["snapshots"]["start"], - "end":config["snapshots"]["end"], - "inclusive":config["snapshots"]["inclusive"], + "start": config["snapshots"]["start"], + "end": config["snapshots"]["end"], + "inclusive": config["snapshots"]["inclusive"], }, cutouts=config["atlite"]["cutouts"], input: @@ -483,8 +483,8 @@ rule add_extra_components: rule prepare_network: params: snapshots={ - "resolution":config["snapshots"].get("resolution", False), - "segmentation":config["snapshots"].get("segmentation", False), + "resolution": config["snapshots"].get("resolution", False), + "segmentation": config["snapshots"].get("segmentation", False), }, links=config["links"], lines=config["lines"], diff --git a/rules/build_sector.smk b/rules/build_sector.smk index 56a6b532..53a19852 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -142,9 +142,9 @@ if not (config["sector"]["gas_network"] or config["sector"]["H2_retrofit"]): rule build_heat_demands: params: snapshots={ - "start":config["snapshots"]["start"], - "end":config["snapshots"]["end"], - "inclusive":config["snapshots"]["inclusive"], + "start": config["snapshots"]["start"], + "end": config["snapshots"]["end"], + "inclusive": config["snapshots"]["inclusive"], }, input: pop_layout=RESOURCES + "pop_layout_{scope}.nc", @@ -168,9 +168,9 @@ rule build_heat_demands: rule build_temperature_profiles: params: snapshots={ - "start":config["snapshots"]["start"], - "end":config["snapshots"]["end"], - "inclusive":config["snapshots"]["inclusive"], + "start": config["snapshots"]["start"], + "end": config["snapshots"]["end"], + "inclusive": config["snapshots"]["inclusive"], }, input: pop_layout=RESOURCES + "pop_layout_{scope}.nc", @@ -224,9 +224,9 @@ rule build_cop_profiles: rule build_solar_thermal_profiles: params: snapshots={ - "start":config["snapshots"]["start"], - "end":config["snapshots"]["end"], - "inclusive":config["snapshots"]["inclusive"], + "start": config["snapshots"]["start"], + "end": config["snapshots"]["end"], + "inclusive": config["snapshots"]["inclusive"], }, solar_thermal=config["solar_thermal"], input: @@ -690,9 +690,9 @@ rule build_shipping_demand: rule build_transport_demand: params: snapshots={ - "start":config["snapshots"]["start"], - "end":config["snapshots"]["end"], - "inclusive":config["snapshots"]["inclusive"], + "start": config["snapshots"]["start"], + "end": config["snapshots"]["end"], + "inclusive": config["snapshots"]["inclusive"], }, sector=config["sector"], input: diff --git a/rules/postprocess.smk b/rules/postprocess.smk index 42f0722e..02ac219a 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -56,9 +56,9 @@ rule make_summary: foresight=config["foresight"], costs=config["costs"], snapshots={ - "start":config["snapshots"]["start"], - "end":config["snapshots"]["end"], - "inclusive":config["snapshots"]["inclusive"], + "start": config["snapshots"]["start"], + "end": config["snapshots"]["end"], + "inclusive": config["snapshots"]["inclusive"], }, scenario=config["scenario"], RDIR=RDIR, diff --git a/rules/validate.smk b/rules/validate.smk index ece9bebd..1c0fe10a 100644 --- a/rules/validate.smk +++ b/rules/validate.smk @@ -18,9 +18,9 @@ rule build_electricity_production: """ params: snapshots={ - "start":config["snapshots"]["start"], - "end":config["snapshots"]["end"], - "inclusive":config["snapshots"]["inclusive"], + "start": config["snapshots"]["start"], + "end": config["snapshots"]["end"], + "inclusive": config["snapshots"]["inclusive"], }, countries=config["countries"], output: @@ -40,9 +40,9 @@ rule build_cross_border_flows: """ params: snapshots={ - "start":config["snapshots"]["start"], - "end":config["snapshots"]["end"], - "inclusive":config["snapshots"]["inclusive"], + "start": config["snapshots"]["start"], + "end": config["snapshots"]["end"], + "inclusive": config["snapshots"]["inclusive"], }, countries=config["countries"], input: @@ -64,9 +64,9 @@ rule build_electricity_prices: """ params: snapshots={ - "start":config["snapshots"]["start"], - "end":config["snapshots"]["end"], - "inclusive":config["snapshots"]["inclusive"], + "start": config["snapshots"]["start"], + "end": config["snapshots"]["end"], + "inclusive": config["snapshots"]["inclusive"], }, countries=config["countries"], output: diff --git a/scripts/prepare_network.py b/scripts/prepare_network.py index f89db024..30ac41bf 100755 --- a/scripts/prepare_network.py +++ b/scripts/prepare_network.py @@ -312,14 +312,14 @@ if __name__ == "__main__": set_line_s_max_pu(n, snakemake.params.lines["s_max_pu"]) # temporal averaging - nhours_config = snakemake.params.snapshots.get("resolution",False) + nhours_config = snakemake.params.snapshots.get("resolution", False) nhours_wildcard = get_opt(opts, r"^\d+h$") if nhours_wildcard is not None or isinstance(nhours_config, str): nhours = nhours_wildcard or nhours_config n = average_every_nhours(n, nhours) # segments with package tsam - time_seg_config = snakemake.params.snapshots.get("segmentation",False) + time_seg_config = snakemake.params.snapshots.get("segmentation", False) time_seg_wildcard = get_opt(opts, r"^\d+seg$") if time_seg_wildcard is not None or isinstance(time_seg_config, str): time_seg = time_seg_wildcard or time_seg_config @@ -375,7 +375,9 @@ if __name__ == "__main__": sel = c.df.carrier.str.contains(carrier) c.df.loc[sel, attr] *= factor - Ept_config = snakemake.params.costs["emission_prices"].get("co2_monthly_prices", False) + Ept_config = snakemake.params.costs["emission_prices"].get( + "co2_monthly_prices", False + ) for o in opts: if "Ept" in o or Ept_config: logger.info( @@ -392,7 +394,9 @@ if __name__ == "__main__": add_emission_prices(n, dict(co2=co2_wildcard)) else: logger.info("Setting CO2 prices according to config value.") - add_emission_prices(n, dict(co2=snakemake.params.costs["emission_prices"]["co2"])) + add_emission_prices( + n, dict(co2=snakemake.params.costs["emission_prices"]["co2"]) + ) ll_type, factor = snakemake.wildcards.ll[0], snakemake.wildcards.ll[1:] set_transmission_limit(n, ll_type, factor, costs, Nyears) From a14e751ed86afc669456cde779c2f82a88cf1230 Mon Sep 17 00:00:00 2001 From: virio-andreyana Date: Fri, 15 Sep 2023 12:16:53 +0200 Subject: [PATCH 005/114] fix snapshot bugs --- scripts/base_network.py | 7 ++++++- scripts/build_line_rating.py | 8 +++++++- scripts/build_renewable_profiles.py | 7 ++++++- 3 files changed, 19 insertions(+), 3 deletions(-) diff --git a/scripts/base_network.py b/scripts/base_network.py index b4ac1d8c..f40b0395 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -709,11 +709,16 @@ def base_network( transformers = _set_electrical_parameters_transformers(transformers, config) links = _set_electrical_parameters_links(links, config, links_p_nom) converters = _set_electrical_parameters_converters(converters, config) + snapshots = { + "start":config["snapshots"]["start"], + "end":config["snapshots"]["end"], + "inclusive":config["snapshots"]["inclusive"], + } n = pypsa.Network() n.name = "PyPSA-Eur" - n.set_snapshots(pd.date_range(freq="h", **config["snapshots"])) + n.set_snapshots(pd.date_range(freq="h", **snapshots)) n.madd("Carrier", ["AC", "DC"]) n.import_components_from_dataframe(buses, "Bus") diff --git a/scripts/build_line_rating.py b/scripts/build_line_rating.py index 7f842d43..cf6b56c4 100755 --- a/scripts/build_line_rating.py +++ b/scripts/build_line_rating.py @@ -148,8 +148,14 @@ if __name__ == "__main__": ) configure_logging(snakemake) + snapshots = { + "start":snakemake.config["snapshots"]["start"], + "end":snakemake.config["snapshots"]["end"], + "inclusive":snakemake.config["snapshots"]["inclusive"], + } + n = pypsa.Network(snakemake.input.base_network) - time = pd.date_range(freq="h", **snakemake.config["snapshots"]) + time = pd.date_range(freq="h", **snapshots) cutout = atlite.Cutout(snakemake.input.cutout).sel(time=time) da = calculate_line_rating(n, cutout) diff --git a/scripts/build_renewable_profiles.py b/scripts/build_renewable_profiles.py index 7b08325b..863ba4e4 100644 --- a/scripts/build_renewable_profiles.py +++ b/scripts/build_renewable_profiles.py @@ -211,6 +211,11 @@ if __name__ == "__main__": correction_factor = params.get("correction_factor", 1.0) capacity_per_sqkm = params["capacity_per_sqkm"] p_nom_max_meth = params.get("potential", "conservative") + snapshots = { + "start":snakemake.config["snapshots"]["start"], + "end":snakemake.config["snapshots"]["end"], + "inclusive":snakemake.config["snapshots"]["inclusive"], + } if isinstance(params.get("corine", {}), list): params["corine"] = {"grid_codes": params["corine"]} @@ -223,7 +228,7 @@ if __name__ == "__main__": else: client = None - sns = pd.date_range(freq="h", **snakemake.config["snapshots"]) + sns = pd.date_range(freq="h", **snapshots) cutout = atlite.Cutout(snakemake.input.cutout).sel(time=sns) regions = gpd.read_file(snakemake.input.regions) assert not regions.empty, ( From b2c19eda40e6409257e616ccc9995ed3063733bd Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 15 Sep 2023 10:18:01 +0000 Subject: [PATCH 006/114] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/base_network.py | 8 ++++---- scripts/build_line_rating.py | 8 ++++---- scripts/build_renewable_profiles.py | 8 ++++---- 3 files changed, 12 insertions(+), 12 deletions(-) diff --git a/scripts/base_network.py b/scripts/base_network.py index f40b0395..a176028f 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -710,10 +710,10 @@ def base_network( links = _set_electrical_parameters_links(links, config, links_p_nom) converters = _set_electrical_parameters_converters(converters, config) snapshots = { - "start":config["snapshots"]["start"], - "end":config["snapshots"]["end"], - "inclusive":config["snapshots"]["inclusive"], - } + "start": config["snapshots"]["start"], + "end": config["snapshots"]["end"], + "inclusive": config["snapshots"]["inclusive"], + } n = pypsa.Network() n.name = "PyPSA-Eur" diff --git a/scripts/build_line_rating.py b/scripts/build_line_rating.py index cf6b56c4..51c779e5 100755 --- a/scripts/build_line_rating.py +++ b/scripts/build_line_rating.py @@ -149,10 +149,10 @@ if __name__ == "__main__": configure_logging(snakemake) snapshots = { - "start":snakemake.config["snapshots"]["start"], - "end":snakemake.config["snapshots"]["end"], - "inclusive":snakemake.config["snapshots"]["inclusive"], - } + "start": snakemake.config["snapshots"]["start"], + "end": snakemake.config["snapshots"]["end"], + "inclusive": snakemake.config["snapshots"]["inclusive"], + } n = pypsa.Network(snakemake.input.base_network) time = pd.date_range(freq="h", **snapshots) diff --git a/scripts/build_renewable_profiles.py b/scripts/build_renewable_profiles.py index 863ba4e4..1d3b9956 100644 --- a/scripts/build_renewable_profiles.py +++ b/scripts/build_renewable_profiles.py @@ -212,10 +212,10 @@ if __name__ == "__main__": capacity_per_sqkm = params["capacity_per_sqkm"] p_nom_max_meth = params.get("potential", "conservative") snapshots = { - "start":snakemake.config["snapshots"]["start"], - "end":snakemake.config["snapshots"]["end"], - "inclusive":snakemake.config["snapshots"]["inclusive"], - } + "start": snakemake.config["snapshots"]["start"], + "end": snakemake.config["snapshots"]["end"], + "inclusive": snakemake.config["snapshots"]["inclusive"], + } if isinstance(params.get("corine", {}), list): params["corine"] = {"grid_codes": params["corine"]} From 01cd1bbb74a5af95b89f9b492ffd0c6190f3d1dd Mon Sep 17 00:00:00 2001 From: virio-andreyana Date: Sat, 23 Sep 2023 18:39:11 +0200 Subject: [PATCH 007/114] add Fabians suggestion --- rules/build_electricity.smk | 21 ++++--------- rules/build_sector.smk | 24 +++------------ rules/postprocess.smk | 6 +--- rules/validate.smk | 18 ++--------- scripts/base_network.py | 6 +--- scripts/build_line_rating.py | 6 +--- scripts/build_renewable_profiles.py | 6 +--- scripts/prepare_network.py | 48 ++++++++++++----------------- 8 files changed, 36 insertions(+), 99 deletions(-) diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index c52404bf..dc5ce1c6 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -20,11 +20,7 @@ if config["enable"].get("prepare_links_p_nom", False): rule build_electricity_demand: params: - snapshots={ - "start": config["snapshots"]["start"], - "end": config["snapshots"]["end"], - "inclusive": config["snapshots"]["inclusive"], - }, + snapshots={k: config["snapshots"][k] for k in ["start", "end", "inclusive"]}, countries=config["countries"], load=config["load"], input: @@ -65,11 +61,7 @@ rule build_powerplants: rule base_network: params: countries=config["countries"], - snapshots={ - "start": config["snapshots"]["start"], - "end": config["snapshots"]["end"], - "inclusive": config["snapshots"]["inclusive"], - }, + snapshots={k: config["snapshots"][k] for k in ["start", "end", "inclusive"]}, lines=config["lines"], links=config["links"], transformers=config["transformers"], @@ -152,11 +144,7 @@ if config["enable"].get("build_cutout", False): rule build_cutout: params: - snapshots={ - "start": config["snapshots"]["start"], - "end": config["snapshots"]["end"], - "inclusive": config["snapshots"]["inclusive"], - }, + snapshots={k: config["snapshots"][k] for k in ["start", "end", "inclusive"]}, cutouts=config["atlite"]["cutouts"], input: regions_onshore=RESOURCES + "regions_onshore.geojson", @@ -220,6 +208,7 @@ rule build_ship_raster: rule build_renewable_profiles: params: + snapshots={k: config["snapshots"][k] for k in ["start", "end", "inclusive"]}, renewable=config["renewable"], input: base_network=RESOURCES + "networks/base.nc", @@ -310,6 +299,8 @@ rule build_hydro_profile: if config["lines"]["dynamic_line_rating"]["activate"]: rule build_line_rating: + params: + snapshots={k: config["snapshots"][k] for k in ["start", "end", "inclusive"]}, input: base_network=RESOURCES + "networks/base.nc", cutout="cutouts/" diff --git a/rules/build_sector.smk b/rules/build_sector.smk index 53a19852..c148bc9f 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -141,11 +141,7 @@ if not (config["sector"]["gas_network"] or config["sector"]["H2_retrofit"]): rule build_heat_demands: params: - snapshots={ - "start": config["snapshots"]["start"], - "end": config["snapshots"]["end"], - "inclusive": config["snapshots"]["inclusive"], - }, + snapshots={k: config["snapshots"][k] for k in ["start", "end", "inclusive"]}, input: pop_layout=RESOURCES + "pop_layout_{scope}.nc", regions_onshore=RESOURCES + "regions_onshore_elec_s{simpl}_{clusters}.geojson", @@ -167,11 +163,7 @@ rule build_heat_demands: rule build_temperature_profiles: params: - snapshots={ - "start": config["snapshots"]["start"], - "end": config["snapshots"]["end"], - "inclusive": config["snapshots"]["inclusive"], - }, + snapshots={k: config["snapshots"][k] for k in ["start", "end", "inclusive"]}, input: pop_layout=RESOURCES + "pop_layout_{scope}.nc", regions_onshore=RESOURCES + "regions_onshore_elec_s{simpl}_{clusters}.geojson", @@ -223,11 +215,7 @@ rule build_cop_profiles: rule build_solar_thermal_profiles: params: - snapshots={ - "start": config["snapshots"]["start"], - "end": config["snapshots"]["end"], - "inclusive": config["snapshots"]["inclusive"], - }, + snapshots={k: config["snapshots"][k] for k in ["start", "end", "inclusive"]}, solar_thermal=config["solar_thermal"], input: pop_layout=RESOURCES + "pop_layout_{scope}.nc", @@ -689,11 +677,7 @@ rule build_shipping_demand: rule build_transport_demand: params: - snapshots={ - "start": config["snapshots"]["start"], - "end": config["snapshots"]["end"], - "inclusive": config["snapshots"]["inclusive"], - }, + snapshots={k: config["snapshots"][k] for k in ["start", "end", "inclusive"]}, sector=config["sector"], input: clustered_pop_layout=RESOURCES + "pop_layout_elec_s{simpl}_{clusters}.csv", diff --git a/rules/postprocess.smk b/rules/postprocess.smk index 02ac219a..795ea1b1 100644 --- a/rules/postprocess.smk +++ b/rules/postprocess.smk @@ -55,11 +55,7 @@ rule make_summary: params: foresight=config["foresight"], costs=config["costs"], - snapshots={ - "start": config["snapshots"]["start"], - "end": config["snapshots"]["end"], - "inclusive": config["snapshots"]["inclusive"], - }, + snapshots={k: config["snapshots"][k] for k in ["start", "end", "inclusive"]}, scenario=config["scenario"], RDIR=RDIR, input: diff --git a/rules/validate.smk b/rules/validate.smk index 1c0fe10a..0fa1f607 100644 --- a/rules/validate.smk +++ b/rules/validate.smk @@ -17,11 +17,7 @@ rule build_electricity_production: The data is used for validation of the optimization results. """ params: - snapshots={ - "start": config["snapshots"]["start"], - "end": config["snapshots"]["end"], - "inclusive": config["snapshots"]["inclusive"], - }, + snapshots={k: config["snapshots"][k] for k in ["start", "end", "inclusive"]}, countries=config["countries"], output: RESOURCES + "historical_electricity_production.csv", @@ -39,11 +35,7 @@ rule build_cross_border_flows: The data is used for validation of the optimization results. """ params: - snapshots={ - "start": config["snapshots"]["start"], - "end": config["snapshots"]["end"], - "inclusive": config["snapshots"]["inclusive"], - }, + snapshots={k: config["snapshots"][k] for k in ["start", "end", "inclusive"]}, countries=config["countries"], input: network=RESOURCES + "networks/base.nc", @@ -63,11 +55,7 @@ rule build_electricity_prices: The data is used for validation of the optimization results. """ params: - snapshots={ - "start": config["snapshots"]["start"], - "end": config["snapshots"]["end"], - "inclusive": config["snapshots"]["inclusive"], - }, + snapshots={k: config["snapshots"][k] for k in ["start", "end", "inclusive"]}, countries=config["countries"], output: RESOURCES + "historical_electricity_prices.csv", diff --git a/scripts/base_network.py b/scripts/base_network.py index a176028f..372f9a20 100644 --- a/scripts/base_network.py +++ b/scripts/base_network.py @@ -709,11 +709,7 @@ def base_network( transformers = _set_electrical_parameters_transformers(transformers, config) links = _set_electrical_parameters_links(links, config, links_p_nom) converters = _set_electrical_parameters_converters(converters, config) - snapshots = { - "start": config["snapshots"]["start"], - "end": config["snapshots"]["end"], - "inclusive": config["snapshots"]["inclusive"], - } + snapshots = snakemake.params.snapshots n = pypsa.Network() n.name = "PyPSA-Eur" diff --git a/scripts/build_line_rating.py b/scripts/build_line_rating.py index 51c779e5..1767ebc8 100755 --- a/scripts/build_line_rating.py +++ b/scripts/build_line_rating.py @@ -148,11 +148,7 @@ if __name__ == "__main__": ) configure_logging(snakemake) - snapshots = { - "start": snakemake.config["snapshots"]["start"], - "end": snakemake.config["snapshots"]["end"], - "inclusive": snakemake.config["snapshots"]["inclusive"], - } + snapshots = snakemake.params.snapshots n = pypsa.Network(snakemake.input.base_network) time = pd.date_range(freq="h", **snapshots) diff --git a/scripts/build_renewable_profiles.py b/scripts/build_renewable_profiles.py index 1d3b9956..a8432219 100644 --- a/scripts/build_renewable_profiles.py +++ b/scripts/build_renewable_profiles.py @@ -211,11 +211,7 @@ if __name__ == "__main__": correction_factor = params.get("correction_factor", 1.0) capacity_per_sqkm = params["capacity_per_sqkm"] p_nom_max_meth = params.get("potential", "conservative") - snapshots = { - "start": snakemake.config["snapshots"]["start"], - "end": snakemake.config["snapshots"]["end"], - "inclusive": snakemake.config["snapshots"]["inclusive"], - } + snapshots = snakemake.params.snapshots if isinstance(params.get("corine", {}), list): params["corine"] = {"grid_codes": params["corine"]} diff --git a/scripts/prepare_network.py b/scripts/prepare_network.py index 30ac41bf..2a15cb0c 100755 --- a/scripts/prepare_network.py +++ b/scripts/prepare_network.py @@ -314,26 +314,22 @@ if __name__ == "__main__": # temporal averaging nhours_config = snakemake.params.snapshots.get("resolution", False) nhours_wildcard = get_opt(opts, r"^\d+h$") - if nhours_wildcard is not None or isinstance(nhours_config, str): - nhours = nhours_wildcard or nhours_config + nhours = nhours_wildcard or nhours_config + if nhours: n = average_every_nhours(n, nhours) # segments with package tsam time_seg_config = snakemake.params.snapshots.get("segmentation", False) time_seg_wildcard = get_opt(opts, r"^\d+seg$") - if time_seg_wildcard is not None or isinstance(time_seg_config, str): - time_seg = time_seg_wildcard or time_seg_config + time_seg = time_seg_wildcard or time_seg_config + if time_seg: solver_name = snakemake.config["solving"]["solver"]["name"] n = apply_time_segmentation(n, time_seg, solver_name) - Co2L_config = snakemake.params.co2limit_enable and isinstance( - snakemake.params.co2limit, float - ) + Co2L_config = snakemake.params.co2limit_enable Co2L_wildcard, co2limit_wildcard = find_opt(opts, "Co2L") if Co2L_wildcard or Co2L_config: - if ( - co2limit_wildcard is not None - ): # TODO: what if you wat to determine the factor through the wildcard? + if co2limit_wildcard is not None: co2limit = co2limit_wildcard * snakemake.params.co2base add_co2limit(n, co2limit, Nyears) logger.info("Setting CO2 limit according to wildcard value.") @@ -341,14 +337,10 @@ if __name__ == "__main__": add_co2limit(n, snakemake.params.co2limit, Nyears) logger.info("Setting CO2 limit according to config value.") - CH4L_config = snakemake.params.gaslimit_enable and isinstance( - snakemake.params.gaslimit, float - ) + CH4L_config = snakemake.params.gaslimit_enable CH4L_wildcard, gaslimit_wildcard = find_opt(opts, "CH4L") if CH4L_wildcard or CH4L_config: - if ( - gaslimit_wildcard is not None - ): # TODO: what if you wat to determine the factor through the wildcard? + if gaslimit_wildcard is not None: gaslimit = gaslimit_wildcard * 1e6 add_gaslimit(n, gaslimit, Nyears) logger.info("Setting gas usage limit according to wildcard value.") @@ -375,20 +367,18 @@ if __name__ == "__main__": sel = c.df.carrier.str.contains(carrier) c.df.loc[sel, attr] *= factor - Ept_config = snakemake.params.costs["emission_prices"].get( - "co2_monthly_prices", False - ) - for o in opts: - if "Ept" in o or Ept_config: - logger.info( - "Setting time dependent emission prices according spot market price" - ) - add_dynamic_emission_prices(n) - Ept_config = True - - Ep_config = snakemake.params.costs["emission_prices"].get("enable", False) + emission_prices = snakemake.params.costs["emission_prices"] + Ept_config = emission_prices.get("co2_monthly_prices", False) + Ept_wildcard = "Ept" in opts + Ep_config = emission_prices.get("enable", False) Ep_wildcard, co2_wildcard = find_opt(opts, "Ep") - if (Ep_wildcard or Ep_config) and not Ept_config: + + if Ept_wildcard or Ept_config: + logger.info( + "Setting time dependent emission prices according spot market price" + ) + add_dynamic_emission_prices(n) + elif Ep_wildcard or Ep_config: if co2_wildcard is not None: logger.info("Setting CO2 prices according to wildcard value.") add_emission_prices(n, dict(co2=co2_wildcard)) From 05535590348118ef14a17652b5f7f7f8635bfa3b Mon Sep 17 00:00:00 2001 From: virio-andreyana Date: Sat, 23 Sep 2023 19:00:01 +0200 Subject: [PATCH 008/114] add documentations --- doc/configtables/costs.csv | 20 +++++++++++--------- doc/configtables/electricity.csv | 5 +++++ doc/configtables/snapshots.csv | 10 ++++++---- 3 files changed, 22 insertions(+), 13 deletions(-) diff --git a/doc/configtables/costs.csv b/doc/configtables/costs.csv index 9797d77e..e307985d 100644 --- a/doc/configtables/costs.csv +++ b/doc/configtables/costs.csv @@ -1,9 +1,11 @@ -,Unit,Values,Description -year,--,"YYYY; e.g. '2030'","Year for which to retrieve cost assumptions of ``resources/costs.csv``." -version,--,"vX.X.X; e.g. 'v0.5.0'","Version of ``technology-data`` repository to use." -rooftop_share,--,float,"Share of rooftop PV when calculating capital cost of solar (joint rooftop and utility-scale PV)." -fill_values,--,float,"Default values if not specified for a technology in ``resources/costs.csv``." -capital_cost,EUR/MW,"Keys should be in the 'technology' column of ``resources/costs.csv``. Values can be any float.","For the given technologies, assumptions about their capital investment costs are set to the corresponding value. Optional; overwrites cost assumptions from ``resources/costs.csv``." -marginal_cost,EUR/MWh,"Keys should be in the 'technology' column of ``resources/costs.csv``. Values can be any float.","For the given technologies, assumptions about their marginal operating costs are set to the corresponding value. Optional; overwrites cost assumptions from ``resources/costs.csv``." -emission_prices,,,"Specify exogenous prices for emission types listed in ``network.carriers`` to marginal costs." --- co2,EUR/t,float,"Exogenous price of carbon-dioxide added to the marginal costs of fossil-fuelled generators according to their carbon intensity. Added through the keyword ``Ep`` in the ``{opts}`` wildcard only in the rule :mod:`prepare_network``." +,Unit,Values,Description +year,--,YYYY; e.g. '2030',Year for which to retrieve cost assumptions of ``resources/costs.csv``. +version,--,vX.X.X; e.g. 'v0.5.0',Version of ``technology-data`` repository to use. +rooftop_share,--,float,Share of rooftop PV when calculating capital cost of solar (joint rooftop and utility-scale PV). +fill_values,--,float,Default values if not specified for a technology in ``resources/costs.csv``. +capital_cost,EUR/MW,Keys should be in the 'technology' column of ``resources/costs.csv``. Values can be any float.,"For the given technologies, assumptions about their capital investment costs are set to the corresponding value. Optional; overwrites cost assumptions from ``resources/costs.csv``." +marginal_cost,EUR/MWh,Keys should be in the 'technology' column of ``resources/costs.csv``. Values can be any float.,"For the given technologies, assumptions about their marginal operating costs are set to the corresponding value. Optional; overwrites cost assumptions from ``resources/costs.csv``." +emission_prices,,,Specify exogenous prices for emission types listed in ``network.carriers`` to marginal costs. +-- enable,bool,true or false,Add cost for a carbon-dioxide price configured in ``costs: emission_prices: co2`` to ``marginal_cost`` of generators (other emission types listed in ``network.carriers`` possible as well) +-- co2,EUR/t,float,Exogenous price of carbon-dioxide added to the marginal costs of fossil-fuelled generators according to their carbon intensity. Added through the keyword ``Ep`` in the ``{opts}`` wildcard only in the rule :mod:`prepare_network``. +-- co2_monthly_price,bool,true or false,Add monthly cost for a carbon-dioxide price based on historical values built by the rule ``build_monthly_prices`` diff --git a/doc/configtables/electricity.csv b/doc/configtables/electricity.csv index 4c04fee6..00eec0c4 100644 --- a/doc/configtables/electricity.csv +++ b/doc/configtables/electricity.csv @@ -1,6 +1,8 @@ ,Unit,Values,Description voltages,kV,"Any subset of {220., 300., 380.}",Voltage levels to consider +gaslimit_enable,bool,true or false,Add an overall absolute gas limit configured in ``electricity: gaslimit``. gaslimit,MWhth,float or false,Global gas usage limit +co2limit_enable,bool,true or false,Add an overall absolute carbon-dioxide emissions limit configured in ``electricity: co2limit``. co2limit,:math:`t_{CO_2-eq}/a`,float,Cap on total annual system carbon dioxide emissions co2base,:math:`t_{CO_2-eq}/a`,float,Reference value of total annual system carbon dioxide emissions if relative emission reduction target is specified in ``{opts}`` wildcard. agg_p_nom_limits,file,path,Reference to ``.csv`` file specifying per carrier generator nominal capacity constraints for individual countries if ``'CCL'`` is in ``{opts}`` wildcard. Defaults to ``data/agg_p_nom_minmax.csv``. @@ -34,3 +36,6 @@ estimate_renewable_capacities,,, -- -- Offshore,--,"Any subset of {offwind-ac, offwind-dc}","List of PyPSA-Eur carriers that is considered as (IRENA, OPSD) onshore technology." -- -- Offshore,--,{onwind},"List of PyPSA-Eur carriers that is considered as (IRENA, OPSD) offshore technology." -- -- PV,--,{solar},"List of PyPSA-Eur carriers that is considered as (IRENA, OPSD) PV technology." +autarky,,, +-- enable,bool,true or false,Require each node to be autarkic by removing all lines and links. +-- by_country,bool,true or false,Require each country to be autarkic by removing all cross-border lines and links. ``electricity: autarky`` must be enabled. diff --git a/doc/configtables/snapshots.csv b/doc/configtables/snapshots.csv index d60c78dc..769e6cb0 100644 --- a/doc/configtables/snapshots.csv +++ b/doc/configtables/snapshots.csv @@ -1,4 +1,6 @@ -,Unit,Values,Description -start,--,"str or datetime-like; e.g. YYYY-MM-DD","Left bound of date range" -end,--,"str or datetime-like; e.g. YYYY-MM-DD","Right bound of date range" -inclusive,--,"One of {'neither', 'both', ‘left’, ‘right’}","Make the time interval closed to the ``left``, ``right``, or both sides ``both`` or neither side ``None``." +,Unit,Values,Description +start,--,str or datetime-like; e.g. YYYY-MM-DD,Left bound of date range +end,--,str or datetime-like; e.g. YYYY-MM-DD,Right bound of date range +inclusive,--,"One of {'neither', 'both', ‘left’, ‘right’}","Make the time interval closed to the ``left``, ``right``, or both sides ``both`` or neither side ``None``." +resolution ,--,"{false,``nH``; i.e. ``2H``-``6H``}",Resample the time-resolution by averaging over every ``n`` snapshots +segmentation,--,"{false,``nSEG``; e.g. ``4380SEG``}","Apply time series segmentation with `tsam `_ package to ``n`` adjacent snapshots of varying lengths based on capacity factors of varying renewables, hydro inflow and load." From 0d1339b1d3fabebf22cc1f5e3bfe5fcda6677d70 Mon Sep 17 00:00:00 2001 From: virio-andreyana Date: Wed, 27 Sep 2023 08:22:28 +0200 Subject: [PATCH 009/114] add wildcard options in config for solve network --- config/config.default.yaml | 6 ++++++ doc/configtables/opts.csv | 26 +++++++++++++------------- doc/configtables/solving.csv | 5 +++++ scripts/solve_network.py | 21 ++++++++++++++------- 4 files changed, 38 insertions(+), 20 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 75de9437..620c04af 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -622,6 +622,12 @@ solving: transmission_losses: 0 linearized_unit_commitment: true horizon: 365 + + constraints: + CCL: false + EQ: false + BAU: false + SAFE: false solver: name: gurobi diff --git a/doc/configtables/opts.csv b/doc/configtables/opts.csv index 8c8a706f..b133c718 100644 --- a/doc/configtables/opts.csv +++ b/doc/configtables/opts.csv @@ -1,13 +1,13 @@ -Trigger, Description, Definition, Status -``nH``; i.e. ``2H``-``6H``, Resample the time-resolution by averaging over every ``n`` snapshots, ``prepare_network``: `average_every_nhours() `_ and its `caller `__), In active use -``nSEG``; e.g. ``4380SEG``, "Apply time series segmentation with `tsam `_ package to ``n`` adjacent snapshots of varying lengths based on capacity factors of varying renewables, hydro inflow and load.", ``prepare_network``: apply_time_segmentation(), In active use -``Co2L``, Add an overall absolute carbon-dioxide emissions limit configured in ``electricity: co2limit``. If a float is appended an overall emission limit relative to the emission level given in ``electricity: co2base`` is added (e.g. ``Co2L0.05`` limits emissisions to 5% of what is given in ``electricity: co2base``), ``prepare_network``: `add_co2limit() `_ and its `caller `__, In active use -``Ep``, Add cost for a carbon-dioxide price configured in ``costs: emission_prices: co2`` to ``marginal_cost`` of generators (other emission types listed in ``network.carriers`` possible as well), ``prepare_network``: `add_emission_prices() `_ and its `caller `__, In active use -``Ept``, Add monthly cost for a carbon-dioxide price based on historical values built by the rule ``build_monthly_prices``, In active use -``CCL``, Add minimum and maximum levels of generator nominal capacity per carrier for individual countries. These can be specified in the file linked at ``electricity: agg_p_nom_limits`` in the configuration. File defaults to ``data/agg_p_nom_minmax.csv``., ``solve_network``, In active use -``EQ``, "Require each country or node to on average produce a minimal share of its total consumption itself. Example: ``EQ0.5c`` demands each country to produce on average at least 50% of its consumption; ``EQ0.5`` demands each node to produce on average at least 50% of its consumption.", ``solve_network``, In active use -``ATK``, "Require each node to be autarkic. Example: ``ATK`` removes all lines and links. ``ATKc`` removes all cross-border lines and links.", ``prepare_network``, In active use -``BAU``, Add a per-``carrier`` minimal overall capacity; i.e. at least ``40GW`` of ``OCGT`` in Europe; configured in ``electricity: BAU_mincapacities``, ``solve_network``: `add_opts_constraints() `__, Untested -``SAFE``, Add a capacity reserve margin of a certain fraction above the peak demand to which renewable generators and storage do *not* contribute. Ignores network., ``solve_network`` `add_opts_constraints() `__, Untested -``carrier+{c|p|m}factor``,"Alter the capital cost (``c``), installable potential (``p``) or marginal costs (``m``) of a carrier by a factor. Example: ``solar+c0.5`` reduces the capital cost of solar to 50\% of original values.", ``prepare_network``, In active use -``CH4L``,"Add an overall absolute gas limit. If configured in ``electricity: gaslimit`` it is given in MWh thermal, if a float is appended, the overall gaslimit is assumed to be given in TWh thermal (e.g. ``CH4L200`` limits gas dispatch to 200 TWh termal)", ``prepare_network``: ``add_gaslimit()``, In active use +Trigger, Description, Definition, Status +``nH``; i.e. ``2H``-``6H``, Resample the time-resolution by averaging over every ``n`` snapshots, ``prepare_network``: `average_every_nhours() `_ and its `caller `__), In active use +``nSEG``; e.g. ``4380SEG``,"Apply time series segmentation with `tsam `_ package to ``n`` adjacent snapshots of varying lengths based on capacity factors of varying renewables, hydro inflow and load.", ``prepare_network``: apply_time_segmentation(), In active use +``Co2L``,Add an overall absolute carbon-dioxide emissions limit configured in ``electricity: co2limit``. If a float is appended an overall emission limit relative to the emission level given in ``electricity: co2base`` is added (e.g. ``Co2L0.05`` limits emissisions to 5% of what is given in ``electricity: co2base``), ``prepare_network``: `add_co2limit() `_ and its `caller `__, In active use +``Ep``,Add cost for a carbon-dioxide price configured in ``costs: emission_prices: co2`` to ``marginal_cost`` of generators (other emission types listed in ``network.carriers`` possible as well), ``prepare_network``: `add_emission_prices() `_ and its `caller `__, In active use +``Ept``,Add monthly cost for a carbon-dioxide price based on historical values built by the rule ``build_monthly_prices``, In active use, +``CCL``,Add minimum and maximum levels of generator nominal capacity per carrier for individual countries. These can be specified in the file linked at ``electricity: agg_p_nom_limits`` in the configuration. File defaults to ``data/agg_p_nom_minmax.csv``., ``solve_network``, In active use +``EQ``,Require each country or node to on average produce a minimal share of its total consumption itself. Example: ``EQ0.5c`` demands each country to produce on average at least 50% of its consumption; ``EQ0.5`` demands each node to produce on average at least 50% of its consumption., ``solve_network``, In active use +``ATK``,Require each node to be autarkic. Example: ``ATK`` removes all lines and links. ``ATKc`` removes all cross-border lines and links., ``prepare_network``, In active use +``BAU``,Add a per-``carrier`` minimal overall capacity; i.e. at least ``40GW`` of ``OCGT`` in Europe; configured in ``electricity: BAU_mincapacities``, ``solve_network``: `add_opts_constraints() `__, Untested +``SAFE``,Add a capacity reserve margin of a certain fraction above the peak demand to which renewable generators and storage do *not* contribute. Ignores network., ``solve_network`` `add_opts_constraints() `__, Untested +``carrier+{c|p|m}factor``,"Alter the capital cost (``c``), installable potential (``p``) or marginal costs (``m``) of a carrier by a factor. Example: ``solar+c0.5`` reduces the capital cost of solar to 50\% of original values.", ``prepare_network``, In active use +``CH4L``,"Add an overall absolute gas limit. If configured in ``electricity: gaslimit`` it is given in MWh thermal, if a float is appended, the overall gaslimit is assumed to be given in TWh thermal (e.g. ``CH4L200`` limits gas dispatch to 200 TWh termal)", ``prepare_network``: ``add_gaslimit()``, In active use diff --git a/doc/configtables/solving.csv b/doc/configtables/solving.csv index 45d50d84..344bf73f 100644 --- a/doc/configtables/solving.csv +++ b/doc/configtables/solving.csv @@ -12,6 +12,11 @@ options,,, -- transmission_losses,int,[0-9],"Add piecewise linear approximation of transmission losses based on n tangents. Defaults to 0, which means losses are ignored." -- linearized_unit_commitment,bool,"{'true','false'}",Whether to optimise using the linearized unit commitment formulation. -- horizon,--,int,Number of snapshots to consider in each iteration. Defaults to 100. +constraints ,,, +-- CCL,bool,"{'true','false'}",Add minimum and maximum levels of generator nominal capacity per carrier for individual countries. These can be specified in the file linked at ``electricity: agg_p_nom_limits`` in the configuration. File defaults to ``data/agg_p_nom_minmax.csv``. +-- EQ,bool/string,"{'false',`EQn(c| )``; i.e. ``EQ0.5``-``EQ0.7c``}",Require each country or node to on average produce a minimal share of its total consumption itself. Example: ``EQ0.5c`` demands each country to produce on average at least 50% of its consumption; ``EQ0.5`` demands each node to produce on average at least 50% of its consumption. +-- BAU,bool,"{'true','false'}",Add a per-``carrier`` minimal overall capacity; i.e. at least ``40GW`` of ``OCGT`` in Europe; configured in ``electricity: BAU_mincapacities`` +-- SAFE,bool,"{'true','false'}",Add a capacity reserve margin of a certain fraction above the peak demand to which renewable generators and storage do *not* contribute. Ignores network. solver,,, -- name,--,"One of {'gurobi', 'cplex', 'cbc', 'glpk', 'ipopt'}; potentially more possible",Solver to use for optimisation problems in the workflow; e.g. clustering and linear optimal power flow. -- options,--,Key listed under ``solver_options``.,Link to specific parameter settings. diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 836544b4..c1c170ce 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -33,7 +33,7 @@ import numpy as np import pandas as pd import pypsa import xarray as xr -from _helpers import configure_logging, update_config_with_sector_opts +from _helpers import configure_logging, update_config_with_sector_opts, get_opt logger = logging.getLogger(__name__) pypsa.pf.logger.setLevel(logging.WARNING) @@ -542,6 +542,7 @@ def add_chp_constraints(n): # back-pressure if not electric.empty: lhs = ( + p.loc[:, heat] * (n.links.efficiency[heat] * n.links.c_b[electric].values) - p.loc[:, electric] * n.links.efficiency[electric] ) @@ -580,18 +581,24 @@ def extra_functionality(n, snapshots): """ opts = n.opts config = n.config - if "BAU" in opts and n.generators.p_nom_extendable.any(): + constraints = config["solving"].get("constraints", {}) + if ("BAU" in opts or constraints.get("BAU",False)) and n.generators.p_nom_extendable.any(): add_BAU_constraints(n, config) - if "SAFE" in opts and n.generators.p_nom_extendable.any(): + if ("SAFE" in opts or constraints.get("SAFE",False)) and n.generators.p_nom_extendable.any(): add_SAFE_constraints(n, config) - if "CCL" in opts and n.generators.p_nom_extendable.any(): + if ("CCL" in opts or constraints.get("CCL",False)) and n.generators.p_nom_extendable.any(): add_CCL_constraints(n, config) + reserve = config["electricity"].get("operational_reserve", {}) if reserve.get("activate"): add_operational_reserve_margin(n, snapshots, config) - for o in opts: - if "EQ" in o: - add_EQ_constraints(n, o) + + EQ_config = constraints.get("EQ",False) + EQ_wildcard = get_opt(opts, r"^EQ+[0-9]*\.?[0-9]+(c|)") + EQ_o = EQ_wildcard or EQ_config + if EQ_o: + add_EQ_constraints(n, EQ_o) + add_battery_constraints(n) add_pipe_retrofit_constraint(n) From 1e87cf0eebd447d98676f361829bd05b898013dc Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 27 Sep 2023 06:22:55 +0000 Subject: [PATCH 010/114] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- config/config.default.yaml | 2 +- scripts/solve_network.py | 17 +++++++++++------ 2 files changed, 12 insertions(+), 7 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 620c04af..76490e6b 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -622,7 +622,7 @@ solving: transmission_losses: 0 linearized_unit_commitment: true horizon: 365 - + constraints: CCL: false EQ: false diff --git a/scripts/solve_network.py b/scripts/solve_network.py index c1c170ce..ca542bba 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -33,7 +33,7 @@ import numpy as np import pandas as pd import pypsa import xarray as xr -from _helpers import configure_logging, update_config_with_sector_opts, get_opt +from _helpers import configure_logging, get_opt, update_config_with_sector_opts logger = logging.getLogger(__name__) pypsa.pf.logger.setLevel(logging.WARNING) @@ -542,7 +542,6 @@ def add_chp_constraints(n): # back-pressure if not electric.empty: lhs = ( - p.loc[:, heat] * (n.links.efficiency[heat] * n.links.c_b[electric].values) - p.loc[:, electric] * n.links.efficiency[electric] ) @@ -582,18 +581,24 @@ def extra_functionality(n, snapshots): opts = n.opts config = n.config constraints = config["solving"].get("constraints", {}) - if ("BAU" in opts or constraints.get("BAU",False)) and n.generators.p_nom_extendable.any(): + if ( + "BAU" in opts or constraints.get("BAU", False) + ) and n.generators.p_nom_extendable.any(): add_BAU_constraints(n, config) - if ("SAFE" in opts or constraints.get("SAFE",False)) and n.generators.p_nom_extendable.any(): + if ( + "SAFE" in opts or constraints.get("SAFE", False) + ) and n.generators.p_nom_extendable.any(): add_SAFE_constraints(n, config) - if ("CCL" in opts or constraints.get("CCL",False)) and n.generators.p_nom_extendable.any(): + if ( + "CCL" in opts or constraints.get("CCL", False) + ) and n.generators.p_nom_extendable.any(): add_CCL_constraints(n, config) reserve = config["electricity"].get("operational_reserve", {}) if reserve.get("activate"): add_operational_reserve_margin(n, snapshots, config) - EQ_config = constraints.get("EQ",False) + EQ_config = constraints.get("EQ", False) EQ_wildcard = get_opt(opts, r"^EQ+[0-9]*\.?[0-9]+(c|)") EQ_o = EQ_wildcard or EQ_config if EQ_o: From a3a7e19b07a51ca2c0a9a8f8de4f9573a6194647 Mon Sep 17 00:00:00 2001 From: virio-andreyana Date: Thu, 28 Sep 2023 21:11:22 +0200 Subject: [PATCH 011/114] add finishing touches --- doc/configtables/snapshots.csv | 2 +- doc/configtables/solving.csv | 2 +- scripts/_helpers.py | 12 ++++++++++++ scripts/prepare_network.py | 18 ++---------------- scripts/solve_network.py | 4 ++-- 5 files changed, 18 insertions(+), 20 deletions(-) diff --git a/doc/configtables/snapshots.csv b/doc/configtables/snapshots.csv index 769e6cb0..4a3e1212 100644 --- a/doc/configtables/snapshots.csv +++ b/doc/configtables/snapshots.csv @@ -3,4 +3,4 @@ start,--,str or datetime-like; e.g. YYYY-MM-DD,Left bound of date range end,--,str or datetime-like; e.g. YYYY-MM-DD,Right bound of date range inclusive,--,"One of {'neither', 'both', ‘left’, ‘right’}","Make the time interval closed to the ``left``, ``right``, or both sides ``both`` or neither side ``None``." resolution ,--,"{false,``nH``; i.e. ``2H``-``6H``}",Resample the time-resolution by averaging over every ``n`` snapshots -segmentation,--,"{false,``nSEG``; e.g. ``4380SEG``}","Apply time series segmentation with `tsam `_ package to ``n`` adjacent snapshots of varying lengths based on capacity factors of varying renewables, hydro inflow and load." +segmentation,--,"{false,``n``; e.g. ``4380``}","Apply time series segmentation with `tsam `_ package to ``n`` adjacent snapshots of varying lengths based on capacity factors of varying renewables, hydro inflow and load." diff --git a/doc/configtables/solving.csv b/doc/configtables/solving.csv index 344bf73f..940deba9 100644 --- a/doc/configtables/solving.csv +++ b/doc/configtables/solving.csv @@ -14,7 +14,7 @@ options,,, -- horizon,--,int,Number of snapshots to consider in each iteration. Defaults to 100. constraints ,,, -- CCL,bool,"{'true','false'}",Add minimum and maximum levels of generator nominal capacity per carrier for individual countries. These can be specified in the file linked at ``electricity: agg_p_nom_limits`` in the configuration. File defaults to ``data/agg_p_nom_minmax.csv``. --- EQ,bool/string,"{'false',`EQn(c| )``; i.e. ``EQ0.5``-``EQ0.7c``}",Require each country or node to on average produce a minimal share of its total consumption itself. Example: ``EQ0.5c`` demands each country to produce on average at least 50% of its consumption; ``EQ0.5`` demands each node to produce on average at least 50% of its consumption. +-- EQ,bool/string,"{'false',`n(c| )``; i.e. ``0.5``-``0.7c``}",Require each country or node to on average produce a minimal share of its total consumption itself. Example: ``EQ0.5c`` demands each country to produce on average at least 50% of its consumption; ``EQ0.5`` demands each node to produce on average at least 50% of its consumption. -- BAU,bool,"{'true','false'}",Add a per-``carrier`` minimal overall capacity; i.e. at least ``40GW`` of ``OCGT`` in Europe; configured in ``electricity: BAU_mincapacities`` -- SAFE,bool,"{'true','false'}",Add a capacity reserve margin of a certain fraction above the peak demand to which renewable generators and storage do *not* contribute. Ignores network. solver,,, diff --git a/scripts/_helpers.py b/scripts/_helpers.py index 01349e08..559997ad 100644 --- a/scripts/_helpers.py +++ b/scripts/_helpers.py @@ -36,6 +36,18 @@ def get_opt(opts, expr, flags=None): return match.group(0) return None +def find_opt(opts, expr): + """ + Return if available the float after the expression. + """ + for o in opts: + if expr in o: + m = re.findall("[0-9]*\.?[0-9]+$", o) + if len(m) > 0: + return True, float(m[0]) + else: + return True, None + return False, None # Define a context manager to temporarily mute print statements @contextlib.contextmanager diff --git a/scripts/prepare_network.py b/scripts/prepare_network.py index 2a15cb0c..c91097ba 100755 --- a/scripts/prepare_network.py +++ b/scripts/prepare_network.py @@ -63,7 +63,7 @@ import re import numpy as np import pandas as pd import pypsa -from _helpers import configure_logging, get_opt +from _helpers import configure_logging, get_opt, find_opt from add_electricity import load_costs, update_transmission_costs from pypsa.descriptors import expand_series @@ -72,20 +72,6 @@ idx = pd.IndexSlice logger = logging.getLogger(__name__) -def find_opt(opts, expr): - """ - Return if available the float after the expression. - """ - for o in opts: - if expr in o: - m = re.findall("[0-9]*\.?[0-9]+$", o) - if len(m) > 0: - return True, float(m[0]) - else: - return True, None - return False, None - - def add_co2limit(n, co2limit, Nyears=1.0): n.add( "GlobalConstraint", @@ -320,7 +306,7 @@ if __name__ == "__main__": # segments with package tsam time_seg_config = snakemake.params.snapshots.get("segmentation", False) - time_seg_wildcard = get_opt(opts, r"^\d+seg$") + time_seg_wildcard = get_opt(opts, r"^\d+seg$")[:-3] time_seg = time_seg_wildcard or time_seg_config if time_seg: solver_name = snakemake.config["solving"]["solver"]["name"] diff --git a/scripts/solve_network.py b/scripts/solve_network.py index ca542bba..2335c86d 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -598,8 +598,8 @@ def extra_functionality(n, snapshots): if reserve.get("activate"): add_operational_reserve_margin(n, snapshots, config) - EQ_config = constraints.get("EQ", False) - EQ_wildcard = get_opt(opts, r"^EQ+[0-9]*\.?[0-9]+(c|)") + EQ_config = constraints.get("EQ",False) + EQ_wildcard = get_opt(opts, r"^EQ+[0-9]*\.?[0-9]+(c|)")[2:] EQ_o = EQ_wildcard or EQ_config if EQ_o: add_EQ_constraints(n, EQ_o) From d75b0ae8abfea19c1da69085af58003a653ac547 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 28 Sep 2023 19:11:51 +0000 Subject: [PATCH 012/114] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/_helpers.py | 2 ++ scripts/prepare_network.py | 2 +- scripts/solve_network.py | 2 +- 3 files changed, 4 insertions(+), 2 deletions(-) diff --git a/scripts/_helpers.py b/scripts/_helpers.py index 559997ad..a32e8f05 100644 --- a/scripts/_helpers.py +++ b/scripts/_helpers.py @@ -36,6 +36,7 @@ def get_opt(opts, expr, flags=None): return match.group(0) return None + def find_opt(opts, expr): """ Return if available the float after the expression. @@ -49,6 +50,7 @@ def find_opt(opts, expr): return True, None return False, None + # Define a context manager to temporarily mute print statements @contextlib.contextmanager def mute_print(): diff --git a/scripts/prepare_network.py b/scripts/prepare_network.py index c91097ba..7ddf805b 100755 --- a/scripts/prepare_network.py +++ b/scripts/prepare_network.py @@ -63,7 +63,7 @@ import re import numpy as np import pandas as pd import pypsa -from _helpers import configure_logging, get_opt, find_opt +from _helpers import configure_logging, find_opt, get_opt from add_electricity import load_costs, update_transmission_costs from pypsa.descriptors import expand_series diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 2335c86d..08bb51d5 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -598,7 +598,7 @@ def extra_functionality(n, snapshots): if reserve.get("activate"): add_operational_reserve_margin(n, snapshots, config) - EQ_config = constraints.get("EQ",False) + EQ_config = constraints.get("EQ", False) EQ_wildcard = get_opt(opts, r"^EQ+[0-9]*\.?[0-9]+(c|)")[2:] EQ_o = EQ_wildcard or EQ_config if EQ_o: From 4ac664b8718d36c87d655d523d8f6263d8c7e358 Mon Sep 17 00:00:00 2001 From: virio-andreyana Date: Fri, 29 Sep 2023 21:24:29 +0200 Subject: [PATCH 013/114] use .replace to fix type error --- scripts/prepare_network.py | 4 ++-- scripts/solve_network.py | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/scripts/prepare_network.py b/scripts/prepare_network.py index 7ddf805b..59668453 100755 --- a/scripts/prepare_network.py +++ b/scripts/prepare_network.py @@ -306,11 +306,11 @@ if __name__ == "__main__": # segments with package tsam time_seg_config = snakemake.params.snapshots.get("segmentation", False) - time_seg_wildcard = get_opt(opts, r"^\d+seg$")[:-3] + time_seg_wildcard = get_opt(opts, r"^\d+seg$") time_seg = time_seg_wildcard or time_seg_config if time_seg: solver_name = snakemake.config["solving"]["solver"]["name"] - n = apply_time_segmentation(n, time_seg, solver_name) + n = apply_time_segmentation(n, time_seg.replace("seg",""), solver_name) Co2L_config = snakemake.params.co2limit_enable Co2L_wildcard, co2limit_wildcard = find_opt(opts, "Co2L") diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 08bb51d5..963a85a9 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -599,10 +599,10 @@ def extra_functionality(n, snapshots): add_operational_reserve_margin(n, snapshots, config) EQ_config = constraints.get("EQ", False) - EQ_wildcard = get_opt(opts, r"^EQ+[0-9]*\.?[0-9]+(c|)")[2:] + EQ_wildcard = get_opt(opts, r"^EQ+[0-9]*\.?[0-9]+(c|)") EQ_o = EQ_wildcard or EQ_config if EQ_o: - add_EQ_constraints(n, EQ_o) + add_EQ_constraints(n, EQ_o.replace("EQ","")) add_battery_constraints(n) add_pipe_retrofit_constraint(n) From d2f8dc25fd3fa7497d3c3c8b6a7d820f593fc09b Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 29 Sep 2023 19:24:53 +0000 Subject: [PATCH 014/114] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_network.py | 2 +- scripts/solve_network.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/scripts/prepare_network.py b/scripts/prepare_network.py index 59668453..f2c6556e 100755 --- a/scripts/prepare_network.py +++ b/scripts/prepare_network.py @@ -310,7 +310,7 @@ if __name__ == "__main__": time_seg = time_seg_wildcard or time_seg_config if time_seg: solver_name = snakemake.config["solving"]["solver"]["name"] - n = apply_time_segmentation(n, time_seg.replace("seg",""), solver_name) + n = apply_time_segmentation(n, time_seg.replace("seg", ""), solver_name) Co2L_config = snakemake.params.co2limit_enable Co2L_wildcard, co2limit_wildcard = find_opt(opts, "Co2L") diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 963a85a9..012e440b 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -602,7 +602,7 @@ def extra_functionality(n, snapshots): EQ_wildcard = get_opt(opts, r"^EQ+[0-9]*\.?[0-9]+(c|)") EQ_o = EQ_wildcard or EQ_config if EQ_o: - add_EQ_constraints(n, EQ_o.replace("EQ","")) + add_EQ_constraints(n, EQ_o.replace("EQ", "")) add_battery_constraints(n) add_pipe_retrofit_constraint(n) From 9b9090c76cb1fbd601626342ce569d87e490d9d0 Mon Sep 17 00:00:00 2001 From: chrstphtrs Date: Wed, 18 Oct 2023 16:59:49 +0200 Subject: [PATCH 015/114] add option for additional national carbon budget constraints --- config/config.default.yaml | 17 +++++++ rules/solve_myopic.smk | 2 + scripts/solve_network.py | 99 ++++++++++++++++++++++++++++++++++++++ 3 files changed, 118 insertions(+) diff --git a/config/config.default.yaml b/config/config.default.yaml index 7dc0cf76..325bbbaa 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -84,6 +84,22 @@ co2_budget: 2045: 0.032 2050: 0.000 +co2_budget_national: + 2030: + 'DE': 0.350 + 'AT': 0.450 + 'BE': 0.450 + 'CH': 0.450 + 'CZ': 0.450 + 'DK': 0.450 + 'FR': 0.450 + 'GB': 0.450 + 'LU': 0.450 + 'NL': 0.450 + 'NO': 0.450 + 'PL': 0.450 + 'SE': 0.450 + # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#electricity electricity: voltages: [220., 300., 380.] @@ -454,6 +470,7 @@ sector: hydrogen_turbine: false SMR: true SMR_cc: true + co2_budget_national: false regional_co2_sequestration_potential: enable: false attribute: 'conservative estimate Mt' diff --git a/rules/solve_myopic.smk b/rules/solve_myopic.smk index 8a93d24a..06fd9b79 100644 --- a/rules/solve_myopic.smk +++ b/rules/solve_myopic.smk @@ -88,11 +88,13 @@ rule solve_sector_network_myopic: co2_sequestration_potential=config["sector"].get( "co2_sequestration_potential", 200 ), + countries=config["countries"], input: network=RESULTS + "prenetworks-brownfield/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", costs="data/costs_{planning_horizons}.csv", config=RESULTS + "config.yaml", + co2_totals_name=RESOURCES + "co2_totals.csv", output: RESULTS + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc", diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 224d4714..f5dd79e0 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -41,6 +41,8 @@ logger = logging.getLogger(__name__) pypsa.pf.logger.setLevel(logging.WARNING) from pypsa.descriptors import get_switchable_as_dense as get_as_dense +from prepare_sector_network import emission_sectors_from_opts + def add_land_use_constraint(n, planning_horizons, config): if "m" in snakemake.wildcards.clusters: @@ -762,6 +764,92 @@ def add_pipe_retrofit_constraint(n): n.model.add_constraints(lhs == rhs, name="Link-pipe_retrofit") +def add_co2limit_country(n, config, limit_countries, nyears=1.0): + """ + Add a set of emissions limit constraints for specified countries. + + The countries and emissions limits are specified in the config file entry 'co2_budget_country_{investment_year}'. + + Parameters + ---------- + n : pypsa.Network + config : dict + limit_countries : dict + nyears: float, optional + Used to scale the emissions constraint to the number of snapshots of the base network. + """ + logger.info(f"Adding CO2 budget limit for each country as per unit of 1990 levels") + + # TODO: n.config (submodule) vs snakemake.config (main module, overwrite/overwritten config)? + # countries = config.countries + # print(config) + countries = ['AT', 'BE', 'CH', 'CZ', 'DE', 'DK', 'FR', 'GB', 'LU', 'NL', 'NO', 'PL', 'SE'] + + # TODO: import function from prepare_sector_network? Move to common place? + sectors = emission_sectors_from_opts(opts) + + # convert Mt to tCO2 + co2_totals = 1e6 * pd.read_csv(snakemake.input.co2_totals_name, index_col=0) + + co2_limit_countries = co2_totals.loc[countries, sectors].sum(axis=1) + co2_limit_countries = co2_limit_countries.loc[co2_limit_countries.index.isin(limit_countries.keys())] + + co2_limit_countries *= co2_limit_countries.index.map(limit_countries) * nyears + + p = n.model["Link-p"] # dimension: (time, component) + + # NB: Most country-specific links retain their locational information in bus1 (except for DAC, where it is in bus2) + country = n.links.bus1.map(n.buses.location).map(n.buses.country) + country_DAC = ( + n.links[n.links.carrier == "DAC"] + .bus2.map(n.buses.location) + .map(n.buses.country) + ) + country[country_DAC.index] = country_DAC + + lhs = [] + for port in [col[3:] for col in n.links if col.startswith("bus")]: + if port == str(0): + efficiency = ( + n.links["efficiency"].apply(lambda x: 1.0).rename("efficiency0") + ) + elif port == str(1): + efficiency = n.links["efficiency"].rename("efficiency1") + else: + efficiency = n.links[f"efficiency{port}"] + mask = n.links[f"bus{port}"].map(n.buses.carrier).eq("co2") + + idx = n.links[mask].index + + grouping = country.loc[idx] + + if not grouping.isnull().all(): + expr = ( + (p.loc[:, idx] * efficiency[idx]) + .groupby(grouping, axis=1) + .sum() + .sum(dims="snapshot") + ) + lhs.append(expr) + + lhs = sum(lhs) # dimension: (country) + lhs = lhs.rename({list(lhs.dims.keys())[0]: "country"}) + rhs = pd.Series(co2_limit_countries) # dimension: (country) + + for ct in lhs.indexes["country"]: + n.model.add_constraints( + lhs.loc[ct] <= rhs[ct], + name=f"GlobalConstraint-co2_limit_per_country{ct}", + ) + n.add( + "GlobalConstraint", + f"co2_limit_per_country{ct}", + constant=rhs[ct], + sense="<=", + type="", + ) + + def extra_functionality(n, snapshots): """ Collects supplementary constraints which will be passed to @@ -792,6 +880,17 @@ def extra_functionality(n, snapshots): add_carbon_budget_constraint(n, snapshots) add_retrofit_gas_boiler_constraint(n, snapshots) + if n.config["sector"]["co2_budget_national"]: + # prepare co2 constraint + nhours = n.snapshot_weightings.generators.sum() + nyears = nhours / 8760 + investment_year = int(snakemake.wildcards.planning_horizons[-4:]) + limit_countries = snakemake.config["co2_budget_national"][investment_year] + + # add co2 constraint for each country + logger.info(f"Add CO2 limit for each country") + add_co2limit_country(n, config, limit_countries, nyears) + def solve_network(n, config, solving, opts="", **kwargs): set_of_options = solving["solver"]["options"] From a35f5479aedd933773634a931e407d0535a6da64 Mon Sep 17 00:00:00 2001 From: chrstphtrs Date: Tue, 24 Oct 2023 14:06:17 +0200 Subject: [PATCH 016/114] add links instead of equal-and-opposite fuel/emissions load pairs for land transport oil (ICEs), naphtha for industry and kerosene for aviation (before summed as 'oil'), shipping oil, shipping methanol, agriculture machinery oil --- scripts/prepare_sector_network.py | 256 +++++++++++++++++++----------- 1 file changed, 165 insertions(+), 91 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index ee2f0e3c..989bdb78 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -135,6 +135,7 @@ def define_spatial(nodes, options): spatial.oil = SimpleNamespace() spatial.oil.nodes = ["EU oil"] spatial.oil.locations = ["EU"] + spatial.oil.land_transport = nodes + " land transport oil" # uranium spatial.uranium = SimpleNamespace() @@ -1467,8 +1468,8 @@ def add_land_transport(n, costs): n.madd( "Bus", nodes, - location=nodes, suffix=" EV battery", + location=nodes, carrier="Li ion", unit="MWh_el", ) @@ -1568,28 +1569,31 @@ def add_land_transport(n, costs): ice_efficiency = options["transport_internal_combustion_efficiency"] n.madd( - "Load", - nodes, - suffix=" land transport oil", - bus=spatial.oil.nodes, + "Bus", + spatial.oil.land_transport, + location=nodes, carrier="land transport oil", - p_set=ice_share / ice_efficiency * transport[nodes], + unit="land transport", ) - co2 = ( - ice_share - / ice_efficiency - * transport[nodes].sum().sum() - / nhours - * costs.at["oil", "CO2 intensity"] - ) - - n.add( + n.madd( "Load", - "land transport oil emissions", - bus="co2 atmosphere", - carrier="land transport oil emissions", - p_set=-co2, + spatial.oil.land_transport, + bus=spatial.oil.land_transport, + carrier="land transport oil", + p_set=ice_share / ice_efficiency * transport[nodes].rename(columns=lambda x: x + " land transport oil"), + ) + + n.madd( + "Link", + spatial.oil.land_transport, + bus0=spatial.oil.nodes, + bus1=spatial.oil.land_transport, + bus2="co2 atmosphere", + carrier="land transport oil", + efficiency=ice_efficiency, + efficiency2=costs.at["oil", "CO2 intensity"], + p_nom_extendable=True, ) @@ -2611,46 +2615,36 @@ def add_industry(n, costs): ) p_set_methanol = shipping_methanol_share * p_set.sum() * efficiency - n.madd( + n.add( + "Bus", + "EU shipping methanol", + location="EU", + carrier="shipping methanol", + unit="MWh_LHV", + ) + + n.add( "Load", - spatial.methanol.nodes, - suffix=" shipping methanol", - bus=spatial.methanol.nodes, + "shipping methanol", + bus="EU shipping methanol", carrier="shipping methanol", p_set=p_set_methanol, ) - # CO2 intensity methanol based on stoichiometric calculation with 22.7 GJ/t methanol (32 g/mol), CO2 (44 g/mol), 277.78 MWh/TJ = 0.218 t/MWh - co2 = p_set_methanol / options["MWh_MeOH_per_tCO2"] - - n.add( - "Load", - "shipping methanol emissions", - bus="co2 atmosphere", - carrier="shipping methanol emissions", - p_set=-co2, - ) - - if shipping_oil_share: - p_set_oil = shipping_oil_share * p_set.sum() + if len(spatial.methanol.nodes) == 1: + link_names = ["EU shipping methanol"] + else: + link_names = nodes + " shipping methanol" n.madd( - "Load", - spatial.oil.nodes, - suffix=" shipping oil", - bus=spatial.oil.nodes, - carrier="shipping oil", - p_set=p_set_oil, - ) - - co2 = p_set_oil * costs.at["oil", "CO2 intensity"] - - n.add( - "Load", - "shipping oil emissions", - bus="co2 atmosphere", - carrier="shipping oil emissions", - p_set=-co2, + "Link", + link_names, + bus0=spatial.methanol.nodes, + bus1="EU shipping methanol", + bus2="co2 atmosphere", + carrier="shipping methanol", + p_nom_extendable=True, + efficiency2=1 / options["MWh_MeOH_per_tCO2"], # CO2 intensity methanol based on stoichiometric calculation with 22.7 GJ/t methanol (32 g/mol), CO2 (44 g/mol), 277.78 MWh/TJ = 0.218 t/MWh ) if "oil" not in n.buses.carrier.unique(): @@ -2683,6 +2677,41 @@ def add_industry(n, costs): marginal_cost=costs.at["oil", "fuel"], ) + if shipping_oil_share: + p_set_oil = shipping_oil_share * p_set.sum() + + n.add( + "Bus", + "EU shipping oil", + location="EU", + carrier="shipping oil", + unit="MWh_LHV", + ) + + n.add( + "Load", + "shipping oil", + bus="EU shipping oil", + carrier="shipping oil", + p_set=p_set_oil, + ) + + if len(spatial.oil.nodes) == 1: + link_names = ["EU shipping oil"] + else: + link_names = nodes + " shipping oil" + + n.madd( + "Link", + link_names, + bus0=spatial.oil.nodes, + bus1="EU shipping oil", + bus2="co2 atmosphere", + carrier="shipping oil", + p_nom_extendable=True, + efficiency2=costs.at["oil", "CO2 intensity"], + ) + if options["oil_boilers"]: nodes_heat = create_nodes_for_heat_sector()[0] @@ -2724,19 +2753,49 @@ def add_industry(n, costs): lifetime=costs.at["Fischer-Tropsch", "lifetime"], ) + # naphtha demand_factor = options.get("HVC_demand_factor", 1) - p_set = demand_factor * industrial_demand.loc[nodes, "naphtha"].sum() / nhours if demand_factor != 1: logger.warning(f"Changing HVC demand by {demand_factor*100-100:+.2f}%.") - n.madd( + # NB: CO2 gets released again to atmosphere when plastics decay + # except for the process emissions when naphtha is used for petrochemicals, which can be captured with other industry process emissions + # convert process emissions from feedstock from MtCO2 to energy demand + p_set = demand_factor * (industrial_demand.loc[nodes, "naphtha"] - industrial_demand.loc[nodes, "process emission from feedstock"] / costs.at["oil", "CO2 intensity"]).sum() / nhours + + n.add( + "Bus", + "EU naphtha for industry", + location="EU", + carrier="naphtha for industry", + unit="MWh_LHV", + ) + + n.add( "Load", - ["naphtha for industry"], - bus=spatial.oil.nodes, + "naphtha for industry", + bus="EU naphtha for industry", carrier="naphtha for industry", p_set=p_set, ) + if len(spatial.oil.nodes) == 1: + link_names = ["EU naphtha for industry"] + else: + link_names = nodes + " naphtha for industry" + + n.madd( + "Link", + link_names, + bus0=spatial.oil.nodes, + bus1="EU naphtha for industry", + bus2="co2 atmosphere", + carrier="naphtha for industry", + p_nom_extendable=True, + efficiency2=costs.at["oil", "CO2 intensity"], + ) + + # aviation demand_factor = options.get("aviation_demand_factor", 1) all_aviation = ["total international aviation", "total domestic aviation"] p_set = ( @@ -2748,29 +2807,36 @@ def add_industry(n, costs): if demand_factor != 1: logger.warning(f"Changing aviation demand by {demand_factor*100-100:+.2f}%.") - n.madd( - "Load", - ["kerosene for aviation"], - bus=spatial.oil.nodes, + n.add( + "Bus", + "EU kerosene for aviation", + location="EU", carrier="kerosene for aviation", - p_set=p_set, - ) - - # NB: CO2 gets released again to atmosphere when plastics decay or kerosene is burned - # except for the process emissions when naphtha is used for petrochemicals, which can be captured with other industry process emissions - # tco2 per hour - co2_release = ["naphtha for industry", "kerosene for aviation"] - co2 = ( - n.loads.loc[co2_release, "p_set"].sum() * costs.at["oil", "CO2 intensity"] - - industrial_demand.loc[nodes, "process emission from feedstock"].sum() / nhours + unit="MWh_LHV", ) n.add( "Load", - "oil emissions", - bus="co2 atmosphere", - carrier="oil emissions", - p_set=-co2, + "kerosene for aviation", + bus="EU kerosene for aviation", + carrier="kerosene for aviation", + p_set=p_set, + ) + + if len(spatial.oil.nodes) == 1: + link_names = ["EU kerosene for aviation"] + else: + link_names = nodes + " kerosene for aviation" + + n.madd( + "Link", + link_names, + bus0=spatial.oil.nodes, + bus1="EU kerosene for aviation", + bus2="co2 atmosphere", + carrier="kerosene for aviation", + p_nom_extendable=True, + efficiency2=costs.at["oil", "CO2 intensity"], ) # TODO simplify bus expression @@ -3018,28 +3084,36 @@ def add_agriculture(n, costs): ) if oil_share > 0: - n.madd( - "Load", - ["agriculture machinery oil"], - bus=spatial.oil.nodes, + n.add( + "Bus", + "EU agriculture machinery oil", + location="EU", carrier="agriculture machinery oil", - p_set=oil_share * machinery_nodal_energy.sum() * 1e6 / nhours, - ) - - co2 = ( - oil_share - * machinery_nodal_energy.sum() - * 1e6 - / nhours - * costs.at["oil", "CO2 intensity"] + unit="MWh_LHV", ) n.add( "Load", - "agriculture machinery oil emissions", - bus="co2 atmosphere", - carrier="agriculture machinery oil emissions", - p_set=-co2, + "agriculture machinery oil", + bus="EU agriculture machinery oil", + carrier="agriculture machinery oil", + p_set=oil_share * machinery_nodal_energy.sum() * 1e6 / nhours, + ) + + if len(spatial.oil.nodes) == 1: + link_names = ["EU agriculture machinery oil"] + else: + link_names = nodes + " agriculture machinery oil" + + n.madd( + "Link", + link_names, + bus0=spatial.oil.nodes, + bus1="EU agriculture machinery oil", + bus2="co2 atmosphere", + carrier="agriculture machinery oil", + p_nom_extendable=True, + efficiency2=costs.at["oil", "CO2 intensity"], ) From 94afba7c5d195b2cf6d7d17016e78040c4659440 Mon Sep 17 00:00:00 2001 From: chrstphtrs Date: Tue, 24 Oct 2023 16:39:33 +0200 Subject: [PATCH 017/114] add coal tech_color to config --- config/config.default.yaml | 1 + 1 file changed, 1 insertion(+) diff --git a/config/config.default.yaml b/config/config.default.yaml index 325bbbaa..cafb9d1d 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -816,6 +816,7 @@ plotting: Coal: '#545454' coal: '#545454' Coal marginal: '#545454' + coal for industry: '#343434' solid: '#545454' Lignite: '#826837' lignite: '#826837' From 7cb677d0e6056f52560e6ddb53e88f76861d8fc2 Mon Sep 17 00:00:00 2001 From: chrstphtrs Date: Tue, 24 Oct 2023 16:39:58 +0200 Subject: [PATCH 018/114] clean up function add_co2limit_country --- scripts/solve_network.py | 11 ++++------- 1 file changed, 4 insertions(+), 7 deletions(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index f5dd79e0..b372b366 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -764,7 +764,7 @@ def add_pipe_retrofit_constraint(n): n.model.add_constraints(lhs == rhs, name="Link-pipe_retrofit") -def add_co2limit_country(n, config, limit_countries, nyears=1.0): +def add_co2limit_country(n, limit_countries, nyears=1.0): """ Add a set of emissions limit constraints for specified countries. @@ -780,10 +780,7 @@ def add_co2limit_country(n, config, limit_countries, nyears=1.0): """ logger.info(f"Adding CO2 budget limit for each country as per unit of 1990 levels") - # TODO: n.config (submodule) vs snakemake.config (main module, overwrite/overwritten config)? - # countries = config.countries - # print(config) - countries = ['AT', 'BE', 'CH', 'CZ', 'DE', 'DK', 'FR', 'GB', 'LU', 'NL', 'NO', 'PL', 'SE'] + countries = n.config["countries"] # TODO: import function from prepare_sector_network? Move to common place? sectors = emission_sectors_from_opts(opts) @@ -814,7 +811,7 @@ def add_co2limit_country(n, config, limit_countries, nyears=1.0): n.links["efficiency"].apply(lambda x: 1.0).rename("efficiency0") ) elif port == str(1): - efficiency = n.links["efficiency"].rename("efficiency1") + efficiency = n.links["efficiency"] else: efficiency = n.links[f"efficiency{port}"] mask = n.links[f"bus{port}"].map(n.buses.carrier).eq("co2") @@ -889,7 +886,7 @@ def extra_functionality(n, snapshots): # add co2 constraint for each country logger.info(f"Add CO2 limit for each country") - add_co2limit_country(n, config, limit_countries, nyears) + add_co2limit_country(n, limit_countries, nyears) def solve_network(n, config, solving, opts="", **kwargs): From e2b2eafbc12e17254a0a517c87ae76bf08962585 Mon Sep 17 00:00:00 2001 From: chrstphtrs Date: Tue, 24 Oct 2023 16:46:58 +0200 Subject: [PATCH 019/114] add geographical resolution to oil and methanol for options['co2_budget_national'] to include all necessary links in national co2 budget constraints --- scripts/add_existing_baseyear.py | 2 +- scripts/prepare_sector_network.py | 187 +++++++++++++++++------------- 2 files changed, 106 insertions(+), 83 deletions(-) diff --git a/scripts/add_existing_baseyear.py b/scripts/add_existing_baseyear.py index 1474b004..7ddc6b1d 100644 --- a/scripts/add_existing_baseyear.py +++ b/scripts/add_existing_baseyear.py @@ -303,7 +303,7 @@ def add_power_capacities_installed_before_baseyear(n, grouping_years, costs, bas else: bus0 = vars(spatial)[carrier[generator]].nodes if "EU" not in vars(spatial)[carrier[generator]].locations: - bus0 = bus0.intersection(capacity.index + " gas") + bus0 = bus0.intersection(capacity.index + " " + carrier[generator]) # check for missing bus missing_bus = pd.Index(bus0).difference(n.buses.index) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 989bdb78..34bfdce7 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -128,13 +128,33 @@ def define_spatial(nodes, options): # methanol spatial.methanol = SimpleNamespace() - spatial.methanol.nodes = ["EU methanol"] - spatial.methanol.locations = ["EU"] + + if options["co2_budget_national"]: + spatial.methanol.nodes = nodes + " methanol" + spatial.methanol.locations = nodes + spatial.methanol.shipping = nodes + " shipping methanol" + else: + spatial.methanol.nodes = ["EU methanol"] + spatial.methanol.locations = ["EU"] + spatial.methanol.shipping = ["EU shipping methanol"] # oil spatial.oil = SimpleNamespace() - spatial.oil.nodes = ["EU oil"] - spatial.oil.locations = ["EU"] + + if options["co2_budget_national"]: + spatial.oil.nodes = nodes + " oil" + spatial.oil.locations = nodes + spatial.oil.naphtha = nodes + " naphtha for industry" + spatial.oil.kerosene = nodes + " kerosene for aviation" + spatial.oil.shipping = nodes + " shipping oil" + spatial.oil.agriculture_machinery = nodes + " agriculture machinery oil" + else: + spatial.oil.nodes = ["EU oil"] + spatial.oil.locations = ["EU"] + spatial.oil.naphtha = ["EU naphtha for industry"] + spatial.oil.kerosene = ["EU kerosene for aviation"] + spatial.oil.shipping = ["EU shipping oil"] + spatial.oil.agriculture_machinery = ["EU agriculture machinery oil"] spatial.oil.land_transport = nodes + " land transport oil" # uranium @@ -2613,34 +2633,34 @@ def add_industry(n, costs): efficiency = ( options["shipping_oil_efficiency"] / options["shipping_methanol_efficiency"] ) - p_set_methanol = shipping_methanol_share * p_set.sum() * efficiency - n.add( + # need to aggregate potentials if methanol not nodally resolved + if options["co2_budget_national"]: + p_set_methanol = shipping_methanol_share * p_set * efficiency + else: + p_set_methanol = shipping_methanol_share * p_set.sum() * efficiency + + n.madd( "Bus", - "EU shipping methanol", - location="EU", + spatial.methanol.shipping, + location=spatial.methanol.locations, carrier="shipping methanol", unit="MWh_LHV", ) - n.add( + n.madd( "Load", - "shipping methanol", - bus="EU shipping methanol", + spatial.methanol.shipping, + bus=spatial.methanol.shipping, carrier="shipping methanol", p_set=p_set_methanol, ) - if len(spatial.methanol.nodes) == 1: - link_names = ["EU shipping methanol"] - else: - link_names = nodes + " shipping methanol" - n.madd( "Link", - link_names, + spatial.methanol.shipping, bus0=spatial.methanol.nodes, - bus1="EU shipping methanol", + bus1=spatial.methanol.shipping, bus2="co2 atmosphere", carrier="shipping methanol", p_nom_extendable=True, @@ -2678,34 +2698,33 @@ def add_industry(n, costs): ) if shipping_oil_share: - p_set_oil = shipping_oil_share * p_set.sum() + # need to aggregate potentials if oil not nodally resolved + if options["co2_budget_national"]: + p_set_oil = shipping_oil_share * p_set + else: + p_set_oil = shipping_oil_share * p_set.sum() - n.add( + n.madd( "Bus", - "EU shipping oil", - location="EU", + spatial.oil.shipping, + location=spatial.oil.locations, carrier="shipping oil", unit="MWh_LHV", ) - n.add( + n.madd( "Load", - "shipping oil", - bus="EU shipping oil", + spatial.oil.shipping, + bus=spatial.oil.shipping, carrier="shipping oil", p_set=p_set_oil, ) - if len(spatial.oil.nodes) == 1: - link_names = ["EU shipping oil"] - else: - link_names = nodes + " shipping oil" - n.madd( "Link", - link_names, + spatial.oil.shipping, bus0=spatial.oil.nodes, - bus1="EU shipping oil", + bus1=spatial.oil.shipping, bus2="co2 atmosphere", carrier="shipping oil", p_nom_extendable=True, @@ -2761,34 +2780,33 @@ def add_industry(n, costs): # NB: CO2 gets released again to atmosphere when plastics decay # except for the process emissions when naphtha is used for petrochemicals, which can be captured with other industry process emissions # convert process emissions from feedstock from MtCO2 to energy demand - p_set = demand_factor * (industrial_demand.loc[nodes, "naphtha"] - industrial_demand.loc[nodes, "process emission from feedstock"] / costs.at["oil", "CO2 intensity"]).sum() / nhours + # need to aggregate potentials if oil not nodally resolved + if options["co2_budget_national"]: + p_set = demand_factor * (industrial_demand.loc[nodes, "naphtha"] - industrial_demand.loc[nodes, "process emission from feedstock"] / costs.at["oil", "CO2 intensity"]) / nhours + else: + p_set = demand_factor * (industrial_demand.loc[nodes, "naphtha"] - industrial_demand.loc[nodes, "process emission from feedstock"] / costs.at["oil", "CO2 intensity"]).sum() / nhours - n.add( + n.madd( "Bus", - "EU naphtha for industry", - location="EU", + spatial.oil.naphtha, + location=spatial.oil.locations, carrier="naphtha for industry", unit="MWh_LHV", ) - n.add( + n.madd( "Load", - "naphtha for industry", - bus="EU naphtha for industry", + spatial.oil.naphtha, + bus=spatial.oil.naphtha, carrier="naphtha for industry", p_set=p_set, ) - if len(spatial.oil.nodes) == 1: - link_names = ["EU naphtha for industry"] - else: - link_names = nodes + " naphtha for industry" - n.madd( "Link", - link_names, + spatial.oil.naphtha, bus0=spatial.oil.nodes, - bus1="EU naphtha for industry", + bus1=spatial.oil.naphtha, bus2="co2 atmosphere", carrier="naphtha for industry", p_nom_extendable=True, @@ -2797,42 +2815,47 @@ def add_industry(n, costs): # aviation demand_factor = options.get("aviation_demand_factor", 1) - all_aviation = ["total international aviation", "total domestic aviation"] - p_set = ( - demand_factor - * pop_weighted_energy_totals.loc[nodes, all_aviation].sum(axis=1).sum() - * 1e6 - / nhours - ) if demand_factor != 1: logger.warning(f"Changing aviation demand by {demand_factor*100-100:+.2f}%.") - n.add( + all_aviation = ["total international aviation", "total domestic aviation"] + # need to aggregate potentials if oil not nodally resolved + if options["co2_budget_national"]: + p_set = ( + demand_factor + * pop_weighted_energy_totals.loc[nodes, all_aviation].sum(axis=1) + * 1e6 + / nhours + ) + else: + p_set = ( + demand_factor + * pop_weighted_energy_totals.loc[nodes, all_aviation].sum(axis=1).sum() + * 1e6 + / nhours + ) + + n.madd( "Bus", - "EU kerosene for aviation", - location="EU", + spatial.oil.kerosene, + location=spatial.oil.locations, carrier="kerosene for aviation", unit="MWh_LHV", ) - n.add( + n.madd( "Load", - "kerosene for aviation", - bus="EU kerosene for aviation", + spatial.oil.kerosene, + bus=spatial.oil.kerosene, carrier="kerosene for aviation", p_set=p_set, ) - if len(spatial.oil.nodes) == 1: - link_names = ["EU kerosene for aviation"] - else: - link_names = nodes + " kerosene for aviation" - n.madd( "Link", - link_names, + spatial.oil.kerosene, bus0=spatial.oil.nodes, - bus1="EU kerosene for aviation", + bus1=spatial.oil.kerosene, bus2="co2 atmosphere", carrier="kerosene for aviation", p_nom_extendable=True, @@ -3062,7 +3085,7 @@ def add_agriculture(n, costs): machinery_nodal_energy = pop_weighted_energy_totals.loc[ nodes, "total agriculture machinery" - ] + ] * 1e6 if electric_share > 0: efficiency_gain = ( @@ -3079,37 +3102,37 @@ def add_agriculture(n, costs): p_set=electric_share / efficiency_gain * machinery_nodal_energy - * 1e6 / nhours, ) if oil_share > 0: - n.add( + # need to aggregate potentials if oil not nodally resolved + if options["co2_budget_national"]: + p_set = oil_share * machinery_nodal_energy / nhours + else: + p_set = oil_share * machinery_nodal_energy.sum() / nhours + + n.madd( "Bus", - "EU agriculture machinery oil", - location="EU", + spatial.oil.agriculture_machinery, + location=spatial.oil.locations, carrier="agriculture machinery oil", unit="MWh_LHV", ) - n.add( + n.madd( "Load", - "agriculture machinery oil", - bus="EU agriculture machinery oil", + spatial.oil.agriculture_machinery, + bus=spatial.oil.agriculture_machinery, carrier="agriculture machinery oil", - p_set=oil_share * machinery_nodal_energy.sum() * 1e6 / nhours, + p_set=p_set, ) - if len(spatial.oil.nodes) == 1: - link_names = ["EU agriculture machinery oil"] - else: - link_names = nodes + " agriculture machinery oil" - n.madd( "Link", - link_names, + spatial.oil.agriculture_machinery, bus0=spatial.oil.nodes, - bus1="EU agriculture machinery oil", + bus1=spatial.oil.agriculture_machinery, bus2="co2 atmosphere", carrier="agriculture machinery oil", p_nom_extendable=True, From 2ad9ca8f7b10155d2b8f738d11a4948ac5f17fb1 Mon Sep 17 00:00:00 2001 From: chrstphtrs Date: Thu, 26 Oct 2023 11:17:57 +0200 Subject: [PATCH 020/114] add regionalised oil load for process emissions from naphtha as feedstock --- scripts/prepare_sector_network.py | 30 +++++++++++++++++++++++++++--- 1 file changed, 27 insertions(+), 3 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 34bfdce7..54830106 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2782,9 +2782,25 @@ def add_industry(n, costs): # convert process emissions from feedstock from MtCO2 to energy demand # need to aggregate potentials if oil not nodally resolved if options["co2_budget_national"]: - p_set = demand_factor * (industrial_demand.loc[nodes, "naphtha"] - industrial_demand.loc[nodes, "process emission from feedstock"] / costs.at["oil", "CO2 intensity"]) / nhours + p_set_plastics = demand_factor * (industrial_demand.loc[nodes, "naphtha"] - industrial_demand.loc[nodes, "process emission from feedstock"] / costs.at["oil", "CO2 intensity"]) / nhours else: - p_set = demand_factor * (industrial_demand.loc[nodes, "naphtha"] - industrial_demand.loc[nodes, "process emission from feedstock"] / costs.at["oil", "CO2 intensity"]).sum() / nhours + p_set_plastics = demand_factor * (industrial_demand.loc[nodes, "naphtha"] - industrial_demand.loc[nodes, "process emission from feedstock"] / costs.at["oil", "CO2 intensity"]).sum() / nhours + + if options["co2_budget_national"]: + p_set_process_emissions = ( + demand_factor + * (industrial_demand.loc[nodes, "process emission from feedstock"] + / costs.at["oil", "CO2 intensity"]) + / nhours + ) + else: + p_set_process_emissions = ( + demand_factor + * (industrial_demand.loc[nodes, "process emission from feedstock"] + / costs.at["oil", "CO2 intensity"] + ).sum() + / nhours + ) n.madd( "Bus", @@ -2799,7 +2815,15 @@ def add_industry(n, costs): spatial.oil.naphtha, bus=spatial.oil.naphtha, carrier="naphtha for industry", - p_set=p_set, + p_set=p_set_plastics, + ) + + n.madd( + "Load", + ["naphtha for industry into process emissions from feedstock"], + bus=spatial.oil.nodes, + carrier="naphtha for industry", + p_set=p_set_process_emissions, ) n.madd( From 82ac430fd92f2724918ff0e25568fdd57b75a9a5 Mon Sep 17 00:00:00 2001 From: chrstphtrs Date: Wed, 8 Nov 2023 09:57:24 +0100 Subject: [PATCH 021/114] fix spatial resolution for solid biomass links and naphtha oil loads under 'co2_spatial: true' flag --- scripts/prepare_sector_network.py | 11 +++++++++-- 1 file changed, 9 insertions(+), 2 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 54830106..a5ca8941 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -145,6 +145,7 @@ def define_spatial(nodes, options): spatial.oil.nodes = nodes + " oil" spatial.oil.locations = nodes spatial.oil.naphtha = nodes + " naphtha for industry" + spatial.oil.naphtha_process_emissions = nodes + " naphtha process emissions" spatial.oil.kerosene = nodes + " kerosene for aviation" spatial.oil.shipping = nodes + " shipping oil" spatial.oil.agriculture_machinery = nodes + " agriculture machinery oil" @@ -152,6 +153,7 @@ def define_spatial(nodes, options): spatial.oil.nodes = ["EU oil"] spatial.oil.locations = ["EU"] spatial.oil.naphtha = ["EU naphtha for industry"] + spatial.oil.naphtha_process_emissions = "EU naphtha process emissions" spatial.oil.kerosene = ["EU kerosene for aviation"] spatial.oil.shipping = ["EU shipping oil"] spatial.oil.agriculture_machinery = ["EU agriculture machinery oil"] @@ -2443,9 +2445,14 @@ def add_industry(n, costs): efficiency=1.0, ) + if len(spatial.biomass.industry_cc)<=1 and len(spatial.co2.nodes)>1: + link_names = nodes + " " + spatial.biomass.industry_cc + else: + link_names = spatial.biomass.industry_cc + n.madd( "Link", - spatial.biomass.industry_cc, + link_names, bus0=spatial.biomass.nodes, bus1=spatial.biomass.industry, bus2="co2 atmosphere", @@ -2820,7 +2827,7 @@ def add_industry(n, costs): n.madd( "Load", - ["naphtha for industry into process emissions from feedstock"], + spatial.oil.naphtha_process_emissions, bus=spatial.oil.nodes, carrier="naphtha for industry", p_set=p_set_process_emissions, From d9ec127f996f854cc775cdfcc6db18cd26cf3ea5 Mon Sep 17 00:00:00 2001 From: chrstphtrs Date: Tue, 21 Nov 2023 14:55:32 +0100 Subject: [PATCH 022/114] Add process emissions to country emissions constraint, fix snapshot weighting --- scripts/solve_network.py | 19 +++++++++++++++++-- 1 file changed, 17 insertions(+), 2 deletions(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index b372b366..e2edb2eb 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -795,7 +795,7 @@ def add_co2limit_country(n, limit_countries, nyears=1.0): p = n.model["Link-p"] # dimension: (time, component) - # NB: Most country-specific links retain their locational information in bus1 (except for DAC, where it is in bus2) + # NB: Most country-specific links retain their locational information in bus1 (except for DAC, where it is in bus2, and process emissions, where it is in bus0) country = n.links.bus1.map(n.buses.location).map(n.buses.country) country_DAC = ( n.links[n.links.carrier == "DAC"] @@ -803,6 +803,12 @@ def add_co2limit_country(n, limit_countries, nyears=1.0): .map(n.buses.country) ) country[country_DAC.index] = country_DAC + country_process_emissions = ( + n.links[n.links.carrier.str.contains("process emissions")] + .bus0.map(n.buses.location) + .map(n.buses.country) + ) + country[country_process_emissions.index] = country_process_emissions lhs = [] for port in [col[3:] for col in n.links if col.startswith("bus")]: @@ -818,13 +824,18 @@ def add_co2limit_country(n, limit_countries, nyears=1.0): idx = n.links[mask].index + international = n.links.carrier.map( + lambda x: 0.4 if x in ["kerosene for aviation", "shipping oil"] else 1.0 + ) grouping = country.loc[idx] if not grouping.isnull().all(): expr = ( - (p.loc[:, idx] * efficiency[idx]) + ((p.loc[:, idx] * efficiency[idx] * international[idx]) .groupby(grouping, axis=1) .sum() + *n.snapshot_weightings.generators + ) .sum(dims="snapshot") ) lhs.append(expr) @@ -935,6 +946,10 @@ def solve_network(n, config, solving, opts="", **kwargs): f"Solving status '{status}' with termination condition '{condition}'" ) if "infeasible" in condition: + m = n.model + labels = m.compute_infeasibilities() + print(labels) + m.print_infeasibilities() raise RuntimeError("Solving status 'infeasible'") return n From e8324b9c2788339837caf8718898b14f879ea4d8 Mon Sep 17 00:00:00 2001 From: lisazeyen <35347358+lisazeyen@users.noreply.github.com> Date: Fri, 24 Nov 2023 09:58:24 +0100 Subject: [PATCH 023/114] fix bug when oil copper plated --- scripts/prepare_sector_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index a5ca8941..81e4d6e3 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -153,7 +153,7 @@ def define_spatial(nodes, options): spatial.oil.nodes = ["EU oil"] spatial.oil.locations = ["EU"] spatial.oil.naphtha = ["EU naphtha for industry"] - spatial.oil.naphtha_process_emissions = "EU naphtha process emissions" + spatial.oil.naphtha_process_emissions = ["EU naphtha process emissions"] spatial.oil.kerosene = ["EU kerosene for aviation"] spatial.oil.shipping = ["EU shipping oil"] spatial.oil.agriculture_machinery = ["EU agriculture machinery oil"] From 3ff925e797574afc11193d7f63316fdbdde03e12 Mon Sep 17 00:00:00 2001 From: lisazeyen <35347358+lisazeyen@users.noreply.github.com> Date: Fri, 24 Nov 2023 10:00:07 +0100 Subject: [PATCH 024/114] add load shedding for all energy carriers --- scripts/solve_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index e2edb2eb..97c78dad 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -352,7 +352,7 @@ def prepare_network( # http://journal.frontiersin.org/article/10.3389/fenrg.2015.00055/full # TODO: retrieve color and nice name from config n.add("Carrier", "load", color="#dd2e23", nice_name="Load shedding") - buses_i = n.buses.query("carrier == 'AC'").index + buses_i = n.buses.index if not np.isscalar(load_shedding): # TODO: do not scale via sign attribute (use Eur/MWh instead of Eur/kWh) load_shedding = 1e2 # Eur/kWh From cea62de438b7c358bf23ad306dccb300b13beab7 Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Mon, 4 Dec 2023 16:46:11 +0100 Subject: [PATCH 025/114] solve_network: quick fix so duals can be read from CO2 constrain --- scripts/solve_network.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 97c78dad..2413f4c9 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -841,10 +841,10 @@ def add_co2limit_country(n, limit_countries, nyears=1.0): lhs.append(expr) lhs = sum(lhs) # dimension: (country) - lhs = lhs.rename({list(lhs.dims.keys())[0]: "country"}) + lhs = lhs.rename({list(lhs.dims.keys())[0]: "snapshot"}) rhs = pd.Series(co2_limit_countries) # dimension: (country) - for ct in lhs.indexes["country"]: + for ct in lhs.indexes["snapshot"]: n.model.add_constraints( lhs.loc[ct] <= rhs[ct], name=f"GlobalConstraint-co2_limit_per_country{ct}", From 66178a5a27625b7055d029403c66bd7ac6df1da5 Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Mon, 4 Dec 2023 16:46:45 +0100 Subject: [PATCH 026/114] solve_network: fix sign for country CO2 when bus0=atmosphere So that DAC extracts CO2 rather than pumping into air; for p>0, link withdraws from bus0, but injects into bus1/2/3, so you have to take account of this sign difference- --- scripts/solve_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 2413f4c9..53170da9 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -814,7 +814,7 @@ def add_co2limit_country(n, limit_countries, nyears=1.0): for port in [col[3:] for col in n.links if col.startswith("bus")]: if port == str(0): efficiency = ( - n.links["efficiency"].apply(lambda x: 1.0).rename("efficiency0") + n.links["efficiency"].apply(lambda x: -1.0).rename("efficiency0") ) elif port == str(1): efficiency = n.links["efficiency"] From bbf9ca2d9be0af6fe80ffcc667556405ab0bddbc Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Fri, 8 Dec 2023 11:58:28 +0100 Subject: [PATCH 027/114] bug fix: naming of p_set when co2_national is True Without this naming fix, the p_set is a NaN once added --- scripts/prepare_sector_network.py | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 81e4d6e3..606e17b3 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2643,7 +2643,7 @@ def add_industry(n, costs): # need to aggregate potentials if methanol not nodally resolved if options["co2_budget_national"]: - p_set_methanol = shipping_methanol_share * p_set * efficiency + p_set_methanol = shipping_methanol_share * p_set.rename(lambda x : x + " shipping methanol") * efficiency else: p_set_methanol = shipping_methanol_share * p_set.sum() * efficiency @@ -2707,7 +2707,7 @@ def add_industry(n, costs): if shipping_oil_share: # need to aggregate potentials if oil not nodally resolved if options["co2_budget_national"]: - p_set_oil = shipping_oil_share * p_set + p_set_oil = shipping_oil_share * p_set.rename(lambda x: x + " shipping oil") else: p_set_oil = shipping_oil_share * p_set.sum() @@ -2789,15 +2789,16 @@ def add_industry(n, costs): # convert process emissions from feedstock from MtCO2 to energy demand # need to aggregate potentials if oil not nodally resolved if options["co2_budget_national"]: - p_set_plastics = demand_factor * (industrial_demand.loc[nodes, "naphtha"] - industrial_demand.loc[nodes, "process emission from feedstock"] / costs.at["oil", "CO2 intensity"]) / nhours + p_set_plastics = demand_factor * (industrial_demand.loc[nodes, "naphtha"] - industrial_demand.loc[nodes, "process emission from feedstock"] / costs.at["oil", "CO2 intensity"]).rename(lambda x: x + " naphtha for industry") / nhours else: p_set_plastics = demand_factor * (industrial_demand.loc[nodes, "naphtha"] - industrial_demand.loc[nodes, "process emission from feedstock"] / costs.at["oil", "CO2 intensity"]).sum() / nhours + if options["co2_budget_national"]: p_set_process_emissions = ( demand_factor * (industrial_demand.loc[nodes, "process emission from feedstock"] - / costs.at["oil", "CO2 intensity"]) + / costs.at["oil", "CO2 intensity"]).rename(lambda x: x + " naphtha process emissions") / nhours ) else: @@ -2857,7 +2858,7 @@ def add_industry(n, costs): * pop_weighted_energy_totals.loc[nodes, all_aviation].sum(axis=1) * 1e6 / nhours - ) + ).rename(lambda x: x + " kerosene for aviation") else: p_set = ( demand_factor @@ -3139,7 +3140,7 @@ def add_agriculture(n, costs): if oil_share > 0: # need to aggregate potentials if oil not nodally resolved if options["co2_budget_national"]: - p_set = oil_share * machinery_nodal_energy / nhours + p_set = oil_share * machinery_nodal_energy.rename(lambda x: x + " agriculture machinery oil") / nhours else: p_set = oil_share * machinery_nodal_energy.sum() / nhours From 2d323d1b879751bc96303bd6c6a54fda2c90eccb Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Fri, 8 Dec 2023 12:27:07 +0100 Subject: [PATCH 028/114] bug fix: ICE efficiency for land transport was applied twice This was overestimating ICE oil demand by factor 1/0.3. --- scripts/prepare_sector_network.py | 1 - 1 file changed, 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 606e17b3..342a6b15 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1613,7 +1613,6 @@ def add_land_transport(n, costs): bus1=spatial.oil.land_transport, bus2="co2 atmosphere", carrier="land transport oil", - efficiency=ice_efficiency, efficiency2=costs.at["oil", "CO2 intensity"], p_nom_extendable=True, ) From 00e86e6435816fe007fb25d62de90cf58fbc01c4 Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Fri, 8 Dec 2023 13:28:08 +0100 Subject: [PATCH 029/114] bug fix: route process emissions from steam cracker to correct bus Now naphtha demand causes process emissions from steak crackers to route to process emissions bus, then rest of CO2 goes to atmosphere. --- scripts/prepare_sector_network.py | 46 +++++++------------------------ 1 file changed, 10 insertions(+), 36 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 342a6b15..8e995dd6 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -145,7 +145,6 @@ def define_spatial(nodes, options): spatial.oil.nodes = nodes + " oil" spatial.oil.locations = nodes spatial.oil.naphtha = nodes + " naphtha for industry" - spatial.oil.naphtha_process_emissions = nodes + " naphtha process emissions" spatial.oil.kerosene = nodes + " kerosene for aviation" spatial.oil.shipping = nodes + " shipping oil" spatial.oil.agriculture_machinery = nodes + " agriculture machinery oil" @@ -153,7 +152,6 @@ def define_spatial(nodes, options): spatial.oil.nodes = ["EU oil"] spatial.oil.locations = ["EU"] spatial.oil.naphtha = ["EU naphtha for industry"] - spatial.oil.naphtha_process_emissions = ["EU naphtha process emissions"] spatial.oil.kerosene = ["EU kerosene for aviation"] spatial.oil.shipping = ["EU shipping oil"] spatial.oil.agriculture_machinery = ["EU agriculture machinery oil"] @@ -2783,31 +2781,10 @@ def add_industry(n, costs): if demand_factor != 1: logger.warning(f"Changing HVC demand by {demand_factor*100-100:+.2f}%.") - # NB: CO2 gets released again to atmosphere when plastics decay - # except for the process emissions when naphtha is used for petrochemicals, which can be captured with other industry process emissions - # convert process emissions from feedstock from MtCO2 to energy demand - # need to aggregate potentials if oil not nodally resolved if options["co2_budget_national"]: - p_set_plastics = demand_factor * (industrial_demand.loc[nodes, "naphtha"] - industrial_demand.loc[nodes, "process emission from feedstock"] / costs.at["oil", "CO2 intensity"]).rename(lambda x: x + " naphtha for industry") / nhours + p_set_plastics = demand_factor * industrial_demand.loc[nodes, "naphtha"].rename(lambda x: x + " naphtha for industry") / nhours else: - p_set_plastics = demand_factor * (industrial_demand.loc[nodes, "naphtha"] - industrial_demand.loc[nodes, "process emission from feedstock"] / costs.at["oil", "CO2 intensity"]).sum() / nhours - - - if options["co2_budget_national"]: - p_set_process_emissions = ( - demand_factor - * (industrial_demand.loc[nodes, "process emission from feedstock"] - / costs.at["oil", "CO2 intensity"]).rename(lambda x: x + " naphtha process emissions") - / nhours - ) - else: - p_set_process_emissions = ( - demand_factor - * (industrial_demand.loc[nodes, "process emission from feedstock"] - / costs.at["oil", "CO2 intensity"] - ).sum() - / nhours - ) + p_set_plastics = demand_factor * industrial_demand.loc[nodes, "naphtha"].sum() / nhours n.madd( "Bus", @@ -2825,13 +2802,10 @@ def add_industry(n, costs): p_set=p_set_plastics, ) - n.madd( - "Load", - spatial.oil.naphtha_process_emissions, - bus=spatial.oil.nodes, - carrier="naphtha for industry", - p_set=p_set_process_emissions, - ) + # some CO2 from naphtha are process emissions from steam cracker + # rest of CO2 released to atmosphere either in waste-to-energy or decay + process_co2_per_naphtha = industrial_demand.loc[nodes, "process emission from feedstock"].sum() / industrial_demand.loc[nodes, "naphtha"].sum() + emitted_co2_per_naphtha = costs.at["oil", "CO2 intensity"] - process_co2_per_naphtha n.madd( "Link", @@ -2839,9 +2813,11 @@ def add_industry(n, costs): bus0=spatial.oil.nodes, bus1=spatial.oil.naphtha, bus2="co2 atmosphere", + bus3=spatial.co2.process_emissions, carrier="naphtha for industry", p_nom_extendable=True, - efficiency2=costs.at["oil", "CO2 intensity"], + efficiency2=emitted_co2_per_naphtha, + efficiency3=process_co2_per_naphtha, ) # aviation @@ -2941,7 +2917,7 @@ def add_industry(n, costs): unit="t_co2", ) - sel = ["process emission", "process emission from feedstock"] + sel = ["process emission"] if options["co2_spatial"] or options["co2network"]: p_set = ( -industrial_demand.loc[nodes, sel] @@ -2952,8 +2928,6 @@ def add_industry(n, costs): else: p_set = -industrial_demand.loc[nodes, sel].sum(axis=1).sum() / nhours - # this should be process emissions fossil+feedstock - # then need load on atmosphere for feedstock emissions that are currently going to atmosphere via Link Fischer-Tropsch demand n.madd( "Load", spatial.co2.process_emissions, From 326ed63329d55d5a84f9230840161cdb3673e27a Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Fri, 8 Dec 2023 17:53:28 +0100 Subject: [PATCH 030/114] add_brownfield: disable grid expansion if LV already hit Numerical problems were causing infeasibilities otherwise --- scripts/add_brownfield.py | 28 ++++++++++++++++++++++++++++ 1 file changed, 28 insertions(+) diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index 74102580..fb1453fd 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -119,6 +119,32 @@ def add_brownfield(n, n_p, year): n.links.loc[new_pipes, "p_nom"] = 0.0 n.links.loc[new_pipes, "p_nom_min"] = 0.0 +def disable_grid_expansion_if_LV_limit_hit(n): + if not "lv_limit" in n.global_constraints.index: + return + + #calculate minimum LV + attr = "nom_min" + dc = n.links.index[n.links.carrier == "DC"] + tot = (n.lines["s_" + attr]*n.lines["length"]).sum() + (n.links.loc[dc,"p_" + attr]*n.links.loc[dc,"length"]).sum() + + diff = n.global_constraints.at["lv_limit","constant"]-tot + + #allow small numerical differences + limit = 1 + + if diff < limit: + logger.info(f"LV is already reached (gap {diff}), disabling expansion and LV limit") + expandable_acs = n.lines.index[n.lines.s_nom_extendable] + n.lines.loc[expandable_acs,"s_nom_extendable"] = False + n.lines.loc[expandable_acs,"s_nom"] = n.lines.loc[expandable_acs,"s_nom_min"] + + expandable_dcs = n.links.index[n.links.p_nom_extendable & (n.links.carrier == "DC")] + n.links.loc[expandable_dcs,"p_nom_extendable"] = False + n.links.loc[expandable_dcs,"p_nom"] = n.links.loc[expandable_dcs,"p_nom_min"] + + n.global_constraints.drop("lv_limit", + inplace=True) if __name__ == "__main__": if "snakemake" not in globals(): @@ -150,5 +176,7 @@ if __name__ == "__main__": add_brownfield(n, n_p, year) + disable_grid_expansion_if_LV_limit_hit(n) + n.meta = dict(snakemake.config, **dict(wildcards=dict(snakemake.wildcards))) n.export_to_netcdf(snakemake.output[0]) From 830019a6e5d5ced3403bd4d5d9e28e2d66fe621b Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Fri, 15 Dec 2023 09:50:47 +0100 Subject: [PATCH 031/114] add rule that allows cost data to be modified --- rules/build_sector.smk | 4 ++-- rules/retrieve.smk | 14 ++++++++++++++ scripts/modify_cost_data.py | 12 ++++++++++++ 3 files changed, 28 insertions(+), 2 deletions(-) create mode 100644 scripts/modify_cost_data.py diff --git a/rules/build_sector.smk b/rules/build_sector.smk index 5a9e8646..596c0305 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -743,9 +743,9 @@ rule prepare_sector_network: else RESOURCES + "biomass_potentials_s{simpl}_{clusters}_{planning_horizons}.csv", heat_profile="data/heat_load_profile_BDEW.csv", - costs="data/costs_{}.csv".format(config["costs"]["year"]) + costs="data/costs_{}-modified.csv".format(config["costs"]["year"]) if config["foresight"] == "overnight" - else "data/costs_{planning_horizons}.csv", + else "data/costs_{planning_horizons}-modified.csv", profile_offwind_ac=RESOURCES + "profile_offwind-ac.nc", profile_offwind_dc=RESOURCES + "profile_offwind-dc.nc", h2_cavern=RESOURCES + "salt_cavern_potentials_s{simpl}_{clusters}.csv", diff --git a/rules/retrieve.smk b/rules/retrieve.smk index b830be25..18b424ff 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -259,3 +259,17 @@ if config["enable"]["retrieve"]: "../envs/environment.yaml" script: "../scripts/retrieve_monthly_fuel_prices.py" + + +rule modify_cost_data: + input: + costs="data/costs_{year}.csv", + output: + "data/costs_{year}-modified.csv" + log: + LOGS + "modify_cost_data_{year}.log", + resources: + mem_mb=1000, + retries: 2 + script: + "../scripts/modify_cost_data.py" diff --git a/scripts/modify_cost_data.py b/scripts/modify_cost_data.py new file mode 100644 index 00000000..3e1f12f4 --- /dev/null +++ b/scripts/modify_cost_data.py @@ -0,0 +1,12 @@ + +import pandas as pd + +costs = pd.read_csv(snakemake.input.costs, index_col=[0, 1]).sort_index() + +if "modifications" in snakemake.input.keys(): + modifications = pd.read_csv(snakemake.input.modifications, index_col=[0, 1]).sort_index() + costs.loc[modifications.index] = modifications + print(modifications) + print( costs.loc[modifications.index]) + +costs.to_csv(snakemake.output[0]) From c5a123b4f443a29e8f0f7446ed45ab48230ed1a9 Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Fri, 15 Dec 2023 14:57:03 +0100 Subject: [PATCH 032/114] allow additional functionality for solving to be added by file To add this, overwrite the rule with a new argument: snakemake.input.additional_functionality --- scripts/solve_network.py | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 53170da9..dce63efe 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -44,6 +44,7 @@ from pypsa.descriptors import get_switchable_as_dense as get_as_dense from prepare_sector_network import emission_sectors_from_opts + def add_land_use_constraint(n, planning_horizons, config): if "m" in snakemake.wildcards.clusters: _add_land_use_constraint_m(n, planning_horizons, config) @@ -899,6 +900,13 @@ def extra_functionality(n, snapshots): logger.info(f"Add CO2 limit for each country") add_co2limit_country(n, limit_countries, nyears) + if "additional_functionality" in snakemake.input.keys(): + import importlib, os, sys + sys.path.append(os.path.dirname(snakemake.input.additional_functionality)) + additional_functionality = importlib.import_module(os.path.splitext(os.path.basename(snakemake.input.additional_functionality))[0]) + + additional_functionality.additional_functionality(n, snapshots, snakemake.wildcards.planning_horizons) + def solve_network(n, config, solving, opts="", **kwargs): set_of_options = solving["solver"]["options"] From 1a7f093e037ed177468c163863a7bbd929d322c3 Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Fri, 15 Dec 2023 17:18:36 +0100 Subject: [PATCH 033/114] solve: pass wildcards and config to additional_functionality --- scripts/solve_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index dce63efe..6f88b904 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -905,7 +905,7 @@ def extra_functionality(n, snapshots): sys.path.append(os.path.dirname(snakemake.input.additional_functionality)) additional_functionality = importlib.import_module(os.path.splitext(os.path.basename(snakemake.input.additional_functionality))[0]) - additional_functionality.additional_functionality(n, snapshots, snakemake.wildcards.planning_horizons) + additional_functionality.additional_functionality(n, snapshots, snakemake.wildcards, config) def solve_network(n, config, solving, opts="", **kwargs): From b3753d73d75eedaddb8da9f6dcfc4bcf8793831a Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Wed, 20 Dec 2023 09:22:40 +0100 Subject: [PATCH 034/114] undo addition of script to allow cost modifications This undoes commit 830019a6e5d5ced3403bd4d5d9e28e2d66fe621b. Reason: this was introduced for the PyPSA-Ariadne derivative, but can be handled more elegantly within the derivative repository. --- rules/build_sector.smk | 4 ++-- rules/retrieve.smk | 14 -------------- scripts/modify_cost_data.py | 12 ------------ 3 files changed, 2 insertions(+), 28 deletions(-) delete mode 100644 scripts/modify_cost_data.py diff --git a/rules/build_sector.smk b/rules/build_sector.smk index 596c0305..5a9e8646 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -743,9 +743,9 @@ rule prepare_sector_network: else RESOURCES + "biomass_potentials_s{simpl}_{clusters}_{planning_horizons}.csv", heat_profile="data/heat_load_profile_BDEW.csv", - costs="data/costs_{}-modified.csv".format(config["costs"]["year"]) + costs="data/costs_{}.csv".format(config["costs"]["year"]) if config["foresight"] == "overnight" - else "data/costs_{planning_horizons}-modified.csv", + else "data/costs_{planning_horizons}.csv", profile_offwind_ac=RESOURCES + "profile_offwind-ac.nc", profile_offwind_dc=RESOURCES + "profile_offwind-dc.nc", h2_cavern=RESOURCES + "salt_cavern_potentials_s{simpl}_{clusters}.csv", diff --git a/rules/retrieve.smk b/rules/retrieve.smk index 18b424ff..b830be25 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -259,17 +259,3 @@ if config["enable"]["retrieve"]: "../envs/environment.yaml" script: "../scripts/retrieve_monthly_fuel_prices.py" - - -rule modify_cost_data: - input: - costs="data/costs_{year}.csv", - output: - "data/costs_{year}-modified.csv" - log: - LOGS + "modify_cost_data_{year}.log", - resources: - mem_mb=1000, - retries: 2 - script: - "../scripts/modify_cost_data.py" diff --git a/scripts/modify_cost_data.py b/scripts/modify_cost_data.py deleted file mode 100644 index 3e1f12f4..00000000 --- a/scripts/modify_cost_data.py +++ /dev/null @@ -1,12 +0,0 @@ - -import pandas as pd - -costs = pd.read_csv(snakemake.input.costs, index_col=[0, 1]).sort_index() - -if "modifications" in snakemake.input.keys(): - modifications = pd.read_csv(snakemake.input.modifications, index_col=[0, 1]).sort_index() - costs.loc[modifications.index] = modifications - print(modifications) - print( costs.loc[modifications.index]) - -costs.to_csv(snakemake.output[0]) From 79f443ecbd2fcaf0a350d27c4c12ba5f56f503a4 Mon Sep 17 00:00:00 2001 From: yerbol-akhmetov Date: Wed, 20 Dec 2023 22:41:11 +0600 Subject: [PATCH 035/114] fix f weighting for retro cost --- scripts/prepare_sector_network.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 8a4f98ce..bf179451 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1986,7 +1986,12 @@ def add_heat(n, costs): ct = pop_layout.loc[node, "ct"] # weighting 'f' depending on the size of the population at the node - f = urban_fraction[node] if "urban" in name else (1 - urban_fraction[node]) + if "urban central" in name: + f = dist_fraction[node] + elif "urban decentral" in name: + f = urban_fraction[node] - dist_fraction[node] + else: + f = 1 - urban_fraction[node] if f == 0: continue # get sector name ("residential"/"services"/or both "tot" for urban central) From a292308c53755d69bc5e2d8764c750e1605ab6d3 Mon Sep 17 00:00:00 2001 From: martacki Date: Wed, 20 Dec 2023 20:11:37 +0100 Subject: [PATCH 036/114] select correct sector name in endogeneous retrofitting --- scripts/prepare_sector_network.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 8a4f98ce..7bf9f817 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1990,7 +1990,9 @@ def add_heat(n, costs): if f == 0: continue # get sector name ("residential"/"services"/or both "tot" for urban central) - sec = [x if x in name else "tot" for x in sectors][0] + if 'urban central' in name: sec = 'tot' + if 'residential' in name: sec = 'residential' + if 'services' in name: sec = 'services' # get floor aread at node and region (urban/rural) in m^2 floor_area_node = ( From f77f84af6ad3d588a746da878cc95d8035d7bf22 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 20 Dec 2023 19:27:56 +0000 Subject: [PATCH 037/114] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 7bf9f817..a09794fa 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1990,9 +1990,12 @@ def add_heat(n, costs): if f == 0: continue # get sector name ("residential"/"services"/or both "tot" for urban central) - if 'urban central' in name: sec = 'tot' - if 'residential' in name: sec = 'residential' - if 'services' in name: sec = 'services' + if "urban central" in name: + sec = "tot" + if "residential" in name: + sec = "residential" + if "services" in name: + sec = "services" # get floor aread at node and region (urban/rural) in m^2 floor_area_node = ( From 4d63a3f21b1830faf5172bcfaea5889a957fafe9 Mon Sep 17 00:00:00 2001 From: martacki Date: Thu, 21 Dec 2023 09:37:13 +0100 Subject: [PATCH 038/114] fix deprecation warnings --- scripts/prepare_sector_network.py | 20 ++++++++++---------- 1 file changed, 10 insertions(+), 10 deletions(-) mode change 100644 => 100755 scripts/prepare_sector_network.py diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py old mode 100644 new mode 100755 index a09794fa..8163c03d --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -425,7 +425,7 @@ def update_wind_solar_costs(n, costs): logger.info( "Added connection cost of {:0.0f}-{:0.0f} Eur/MW/a to {}".format( - connection_cost[0].min(), connection_cost[0].max(), tech + connection_cost.min(), connection_cost.max(), tech ) ) @@ -1630,7 +1630,7 @@ def build_heat_demand(n): electric_nodes = n.loads.index[n.loads.carrier == "electricity"] n.loads_t.p_set[electric_nodes] = ( n.loads_t.p_set[electric_nodes] - - electric_heat_supply.groupby(level=1, axis=1).sum()[electric_nodes] + - electric_heat_supply.T.groupby(level=1).sum().T[electric_nodes] ) return heat_demand @@ -1722,16 +1722,16 @@ def add_heat(n, costs): if sector in name: heat_load = ( - heat_demand[[sector + " water", sector + " space"]] - .groupby(level=1, axis=1) - .sum()[nodes[name]] + heat_demand[[sector + " water", sector + " space"]].T + .groupby(level=1) + .sum().T[nodes[name]] .multiply(factor) ) if name == "urban central": heat_load = ( - heat_demand.groupby(level=1, axis=1) - .sum()[nodes[name]] + heat_demand.T.groupby(level=1) + .sum().T[nodes[name]] .multiply( factor * (1 + options["district_heating"]["district_heating_loss"]) ) @@ -1977,7 +1977,7 @@ def add_heat(n, costs): ) w_space["tot"] = ( heat_demand_r["services space"] + heat_demand_r["residential space"] - ) / heat_demand_r.groupby(level=[1], axis=1).sum() + ) / heat_demand_r.T.groupby(level=[1]).sum().T for name in n.loads[ n.loads.carrier.isin([x + " heat" for x in heat_systems]) @@ -2039,7 +2039,7 @@ def add_heat(n, costs): strengths = strengths.drop(s) # reindex normed time profile of space heat demand back to hourly resolution - space_pu = space_pu.reindex(index=heat_demand.index).fillna(method="ffill") + space_pu = space_pu.reindex(index=heat_demand.index).ffill() # add for each retrofitting strength a generator with heat generation profile following the profile of the heat demand for strength in strengths: @@ -3210,7 +3210,7 @@ def cluster_heat_buses(n): ), inplace=True, ) - pnl[k] = pnl[k].groupby(level=0, axis=1).agg(agg[k], **agg_group_kwargs) + pnl[k] = pnl[k].T.groupby(level=0).agg(agg[k], **agg_group_kwargs).T # remove unclustered assets of service/residential to_drop = c.df.index.difference(df.index) From dfc2f060330ed5f270ec32be4bac3f04192dabdb Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 21 Dec 2023 08:41:17 +0000 Subject: [PATCH 039/114] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 8163c03d..8e43587f 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1722,16 +1722,18 @@ def add_heat(n, costs): if sector in name: heat_load = ( - heat_demand[[sector + " water", sector + " space"]].T - .groupby(level=1) - .sum().T[nodes[name]] + heat_demand[[sector + " water", sector + " space"]] + .T.groupby(level=1) + .sum() + .T[nodes[name]] .multiply(factor) ) if name == "urban central": heat_load = ( heat_demand.T.groupby(level=1) - .sum().T[nodes[name]] + .sum() + .T[nodes[name]] .multiply( factor * (1 + options["district_heating"]["district_heating_loss"]) ) From bb160d78b1e566789bd99c12596f581c2debea82 Mon Sep 17 00:00:00 2001 From: martacki Date: Thu, 21 Dec 2023 10:40:10 +0100 Subject: [PATCH 040/114] fix more deprecation warnings --- scripts/build_retro_cost.py | 18 ++++++++++-------- 1 file changed, 10 insertions(+), 8 deletions(-) mode change 100644 => 100755 scripts/build_retro_cost.py diff --git a/scripts/build_retro_cost.py b/scripts/build_retro_cost.py old mode 100644 new mode 100755 index f5313c21..8a3edb54 --- a/scripts/build_retro_cost.py +++ b/scripts/build_retro_cost.py @@ -533,15 +533,15 @@ def prepare_temperature_data(): """ temperature = xr.open_dataarray(snakemake.input.air_temperature).to_pandas() d_heat = ( - temperature.groupby(temperature.columns.str[:2], axis=1) - .mean() + temperature.T.groupby(temperature.columns.str[:2]) + .mean().T .resample("1D") .mean() < t_threshold ).sum() temperature_average_d_heat = ( - temperature.groupby(temperature.columns.str[:2], axis=1) - .mean() + temperature.T.groupby(temperature.columns.str[:2]) + .mean().T .apply( lambda x: get_average_temperature_during_heating_season(x, t_threshold=15) ) @@ -610,7 +610,7 @@ def calculate_costs(u_values, l, cost_retro, window_assumptions): cost_retro.loc[x.name[3], "cost_var"] * 100 * float(l) - * l_weight.loc[x.name[3]][0] + * l_weight.loc[x.name[3]].iloc[0] + cost_retro.loc[x.name[3], "cost_fix"] ) * x.A_element @@ -720,6 +720,7 @@ def map_to_lstrength(l_strength, df): .swaplevel(axis=1) .dropna(axis=1) ) + return pd.concat([df.drop([2, 3], axis=1, level=1), l_strength_df], axis=1) @@ -800,6 +801,7 @@ def calculate_heat_losses(u_values, data_tabula, l_strength, temperature_factor) * data_tabula.A_envelope / data_tabula.A_C_Ref ) + heat_transfer_perm2 = pd.concat( [ heat_transfer_perm2, @@ -836,8 +838,8 @@ def calculate_heat_losses(u_values, data_tabula, l_strength, temperature_factor) F_red_temp = map_to_lstrength(l_strength, F_red_temp) Q_ht = ( - heat_transfer_perm2.groupby(level=1, axis=1) - .sum() + heat_transfer_perm2.T.groupby(level=1) + .sum().T .mul(F_red_temp.droplevel(0, axis=1)) .mul(temperature_factor.reindex(heat_transfer_perm2.index, level=0), axis=0) ) @@ -878,7 +880,7 @@ def calculate_gain_utilisation_factor(heat_transfer_perm2, Q_ht, Q_gain): Calculates gain utilisation factor nu. """ # time constant of the building tau [h] = c_m [Wh/(m^2K)] * 1 /(H_tr_e+H_tb*H_ve) [m^2 K /W] - tau = c_m / heat_transfer_perm2.groupby(level=1, axis=1).sum() + tau = c_m / heat_transfer_perm2.T.groupby(level=1).sum().T alpha = alpha_H_0 + (tau / tau_H_0) # heat balance ratio gamma = (1 / Q_ht).mul(Q_gain.sum(axis=1), axis=0) From 146fb170d8c29932faa1d50b31c8d30dd7491403 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 21 Dec 2023 09:41:13 +0000 Subject: [PATCH 041/114] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/build_retro_cost.py | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/scripts/build_retro_cost.py b/scripts/build_retro_cost.py index 8a3edb54..6fde4e63 100755 --- a/scripts/build_retro_cost.py +++ b/scripts/build_retro_cost.py @@ -534,15 +534,15 @@ def prepare_temperature_data(): temperature = xr.open_dataarray(snakemake.input.air_temperature).to_pandas() d_heat = ( temperature.T.groupby(temperature.columns.str[:2]) - .mean().T - .resample("1D") + .mean() + .T.resample("1D") .mean() < t_threshold ).sum() temperature_average_d_heat = ( temperature.T.groupby(temperature.columns.str[:2]) - .mean().T - .apply( + .mean() + .T.apply( lambda x: get_average_temperature_during_heating_season(x, t_threshold=15) ) ) @@ -839,8 +839,8 @@ def calculate_heat_losses(u_values, data_tabula, l_strength, temperature_factor) Q_ht = ( heat_transfer_perm2.T.groupby(level=1) - .sum().T - .mul(F_red_temp.droplevel(0, axis=1)) + .sum() + .T.mul(F_red_temp.droplevel(0, axis=1)) .mul(temperature_factor.reindex(heat_transfer_perm2.index, level=0), axis=0) ) From e8eb9df73fb6a67bffef3eb0f972f3cb3c256c07 Mon Sep 17 00:00:00 2001 From: martacki Date: Thu, 21 Dec 2023 11:07:23 +0100 Subject: [PATCH 042/114] generalize bus name to allow higher spatial resolution --- scripts/prepare_sector_network.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 8e43587f..2c2996d4 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2045,10 +2045,11 @@ def add_heat(n, costs): # add for each retrofitting strength a generator with heat generation profile following the profile of the heat demand for strength in strengths: + node_name = ' '.join([i for i in name.split(" ")[2::]]) n.madd( "Generator", [node], - suffix=" retrofitting " + strength + " " + name[6::], + suffix=" retrofitting " + strength + " " + node_name, bus=name, carrier="retrofitting", p_nom_extendable=True, From 5ab9d149ba6d145b3dd81357a0d368099c93371d Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 21 Dec 2023 10:07:51 +0000 Subject: [PATCH 043/114] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 2c2996d4..f50e887e 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2045,7 +2045,7 @@ def add_heat(n, costs): # add for each retrofitting strength a generator with heat generation profile following the profile of the heat demand for strength in strengths: - node_name = ' '.join([i for i in name.split(" ")[2::]]) + node_name = " ".join([i for i in name.split(" ")[2::]]) n.madd( "Generator", [node], From 7d64a733827a4e7a7680b701fb47270f0ebdaea0 Mon Sep 17 00:00:00 2001 From: martacki Date: Thu, 21 Dec 2023 11:12:54 +0100 Subject: [PATCH 044/114] simplify node_name formulation --- scripts/prepare_sector_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index f50e887e..4ab681f8 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2045,7 +2045,7 @@ def add_heat(n, costs): # add for each retrofitting strength a generator with heat generation profile following the profile of the heat demand for strength in strengths: - node_name = " ".join([i for i in name.split(" ")[2::]]) + node_name = " ".join(name.split(" ")[2::]) n.madd( "Generator", [node], From 20b847c62743690009a8ff3e18832ec02eb65c6b Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 21 Dec 2023 13:34:55 +0000 Subject: [PATCH 045/114] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index bf179451..ed9c0bc6 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1991,7 +1991,7 @@ def add_heat(n, costs): elif "urban decentral" in name: f = urban_fraction[node] - dist_fraction[node] else: - f = 1 - urban_fraction[node] + f = 1 - urban_fraction[node] if f == 0: continue # get sector name ("residential"/"services"/or both "tot" for urban central) From 25cfcaf97b5b76c019e02d8827079dfa16b8615c Mon Sep 17 00:00:00 2001 From: yerbol-akhmetov Date: Thu, 21 Dec 2023 20:54:17 +0600 Subject: [PATCH 046/114] fix add_waste_heat --- scripts/prepare_sector_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 82578c29..c57f8e89 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3415,7 +3415,7 @@ if __name__ == "__main__": if "I" in opts: add_industry(n, costs) - if "I" in opts and "H" in opts: + if "H" in opts: add_waste_heat(n) if "A" in opts: # requires H and I From 17e9b4d1dfa5c861ec91d61e6d2859db58e5c75b Mon Sep 17 00:00:00 2001 From: yerbol-akhmetov Date: Thu, 21 Dec 2023 20:59:35 +0600 Subject: [PATCH 047/114] make resistive heaters separate of boilers --- scripts/prepare_sector_network.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index c57f8e89..7eef4f50 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -1827,7 +1827,7 @@ def add_heat(n, costs): lifetime=costs.at[name_type + " water tank storage", "lifetime"], ) - if options["boilers"]: + if options["resistive_heaters"]: key = f"{name_type} resistive heater" n.madd( @@ -1842,6 +1842,7 @@ def add_heat(n, costs): lifetime=costs.at[key, "lifetime"], ) + if options["boilers"]: key = f"{name_type} gas boiler" n.madd( From 8a55a55d20215dfe32cc49bae5de3e0f05411f1f Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Thu, 21 Dec 2023 16:08:43 +0100 Subject: [PATCH 048/114] copperplate oil/methanol supply; allow demand to be regional Force a single supply bus for oil/methanol (until we allow oil/methanol transport). Introduce new config switches "regional_oil/methanol_demand" that allow demand to be regionalised. This is important if regional CO2 budgets need to be enforced. --- config/config.default.yaml | 2 + scripts/prepare_sector_network.py | 103 ++++++++++++++++-------------- 2 files changed, 57 insertions(+), 48 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index cafb9d1d..c1e7ed0f 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -471,6 +471,8 @@ sector: SMR: true SMR_cc: true co2_budget_national: false + regional_methanol_demand: false #set to true if regional CO2 constraints needed + regional_oil_demand: false #set to true if regional CO2 constraints needed regional_co2_sequestration_potential: enable: false attribute: 'conservative estimate Mt' diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 8e995dd6..b5a0c0d5 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -127,35 +127,42 @@ def define_spatial(nodes, options): spatial.h2.locations = nodes # methanol + + #beware: unlike other carriers, uses locations rather than locations+carriername + #this allows to avoid separation between nodes and locations + spatial.methanol = SimpleNamespace() - if options["co2_budget_national"]: - spatial.methanol.nodes = nodes + " methanol" - spatial.methanol.locations = nodes + spatial.methanol.nodes = ["EU methanol"] + spatial.methanol.locations = ["EU"] + + if options["regional_methanol_demand"]: + spatial.methanol.demand_locations = nodes spatial.methanol.shipping = nodes + " shipping methanol" else: - spatial.methanol.nodes = ["EU methanol"] - spatial.methanol.locations = ["EU"] + spatial.methanol.demand_locations = ["EU"] spatial.methanol.shipping = ["EU shipping methanol"] # oil spatial.oil = SimpleNamespace() - if options["co2_budget_national"]: - spatial.oil.nodes = nodes + " oil" - spatial.oil.locations = nodes + spatial.oil.nodes = ["EU oil"] + spatial.oil.locations = ["EU"] + + if options["regional_oil_demand"]: + spatial.oil.demand_locations = nodes spatial.oil.naphtha = nodes + " naphtha for industry" spatial.oil.kerosene = nodes + " kerosene for aviation" spatial.oil.shipping = nodes + " shipping oil" spatial.oil.agriculture_machinery = nodes + " agriculture machinery oil" + spatial.oil.land_transport = nodes + " land transport oil" else: - spatial.oil.nodes = ["EU oil"] - spatial.oil.locations = ["EU"] + spatial.oil.demand_locations = ["EU"] spatial.oil.naphtha = ["EU naphtha for industry"] spatial.oil.kerosene = ["EU kerosene for aviation"] spatial.oil.shipping = ["EU shipping oil"] spatial.oil.agriculture_machinery = ["EU agriculture machinery oil"] - spatial.oil.land_transport = nodes + " land transport oil" + spatial.oil.land_transport = ["EU land transport oil"] # uranium spatial.uranium = SimpleNamespace() @@ -1588,10 +1595,15 @@ def add_land_transport(n, costs): ice_efficiency = options["transport_internal_combustion_efficiency"] + p_set_land_transport_oil = ice_share / ice_efficiency * transport[nodes].rename(columns=lambda x: x + " land transport oil") + + if not options["regional_oil_demand"]: + p_set_land_transport_oil = p_set_land_transport_oil.sum(axis=1).to_frame(name="EU land transport oil") + n.madd( "Bus", spatial.oil.land_transport, - location=nodes, + location=spatial.oil.demand_locations, carrier="land transport oil", unit="land transport", ) @@ -1601,7 +1613,7 @@ def add_land_transport(n, costs): spatial.oil.land_transport, bus=spatial.oil.land_transport, carrier="land transport oil", - p_set=ice_share / ice_efficiency * transport[nodes].rename(columns=lambda x: x + " land transport oil"), + p_set=p_set_land_transport_oil, ) n.madd( @@ -2638,16 +2650,15 @@ def add_industry(n, costs): options["shipping_oil_efficiency"] / options["shipping_methanol_efficiency"] ) - # need to aggregate potentials if methanol not nodally resolved - if options["co2_budget_national"]: - p_set_methanol = shipping_methanol_share * p_set.rename(lambda x : x + " shipping methanol") * efficiency - else: - p_set_methanol = shipping_methanol_share * p_set.sum() * efficiency + p_set_methanol = shipping_methanol_share * p_set.rename(lambda x : x + " shipping methanol") * efficiency + + if not options["regional_methanol_demand"]: + p_set_methanol = p_set_methanol.sum() n.madd( "Bus", spatial.methanol.shipping, - location=spatial.methanol.locations, + location=spatial.methanol.demand_locations, carrier="shipping methanol", unit="MWh_LHV", ) @@ -2684,7 +2695,8 @@ def add_industry(n, costs): # could correct to e.g. 0.001 EUR/kWh * annuity and O&M n.madd( "Store", - [oil_bus + " Store" for oil_bus in spatial.oil.nodes], + spatial.oil.nodes, + suffix=" Store", bus=spatial.oil.nodes, e_nom_extendable=True, e_cyclic=True, @@ -2702,16 +2714,16 @@ def add_industry(n, costs): ) if shipping_oil_share: - # need to aggregate potentials if oil not nodally resolved - if options["co2_budget_national"]: - p_set_oil = shipping_oil_share * p_set.rename(lambda x: x + " shipping oil") - else: - p_set_oil = shipping_oil_share * p_set.sum() + + p_set_oil = shipping_oil_share * p_set.rename(lambda x: x + " shipping oil") + + if not options["regional_oil_demand"]: + p_set_oil = p_set_oil.sum() n.madd( "Bus", spatial.oil.shipping, - location=spatial.oil.locations, + location=spatial.oil.demand_locations, carrier="shipping oil", unit="MWh_LHV", ) @@ -2781,15 +2793,15 @@ def add_industry(n, costs): if demand_factor != 1: logger.warning(f"Changing HVC demand by {demand_factor*100-100:+.2f}%.") - if options["co2_budget_national"]: - p_set_plastics = demand_factor * industrial_demand.loc[nodes, "naphtha"].rename(lambda x: x + " naphtha for industry") / nhours - else: - p_set_plastics = demand_factor * industrial_demand.loc[nodes, "naphtha"].sum() / nhours + p_set_plastics = demand_factor * industrial_demand.loc[nodes, "naphtha"].rename(lambda x: x + " naphtha for industry") / nhours + + if not options["regional_oil_demand"]: + p_set_plastics = p_set_plastics.sum() n.madd( "Bus", spatial.oil.naphtha, - location=spatial.oil.locations, + location=spatial.oil.demand_locations, carrier="naphtha for industry", unit="MWh_LHV", ) @@ -2826,26 +2838,21 @@ def add_industry(n, costs): logger.warning(f"Changing aviation demand by {demand_factor*100-100:+.2f}%.") all_aviation = ["total international aviation", "total domestic aviation"] - # need to aggregate potentials if oil not nodally resolved - if options["co2_budget_national"]: - p_set = ( + + p_set = ( demand_factor * pop_weighted_energy_totals.loc[nodes, all_aviation].sum(axis=1) * 1e6 / nhours ).rename(lambda x: x + " kerosene for aviation") - else: - p_set = ( - demand_factor - * pop_weighted_energy_totals.loc[nodes, all_aviation].sum(axis=1).sum() - * 1e6 - / nhours - ) + + if not options["regional_oil_demand"]: + p_set = p_set.sum() n.madd( "Bus", spatial.oil.kerosene, - location=spatial.oil.locations, + location=spatial.oil.demand_locations, carrier="kerosene for aviation", unit="MWh_LHV", ) @@ -3111,16 +3118,16 @@ def add_agriculture(n, costs): ) if oil_share > 0: - # need to aggregate potentials if oil not nodally resolved - if options["co2_budget_national"]: - p_set = oil_share * machinery_nodal_energy.rename(lambda x: x + " agriculture machinery oil") / nhours - else: - p_set = oil_share * machinery_nodal_energy.sum() / nhours + + p_set = oil_share * machinery_nodal_energy.rename(lambda x: x + " agriculture machinery oil") / nhours + + if not options["regional_oil_demand"]: + p_set = p_set.sum() n.madd( "Bus", spatial.oil.agriculture_machinery, - location=spatial.oil.locations, + location=spatial.oil.demand_locations, carrier="agriculture machinery oil", unit="MWh_LHV", ) From a3688a74fde77fe724937e3a899fbc46671bcab4 Mon Sep 17 00:00:00 2001 From: yerbol-akhmetov Date: Sat, 23 Dec 2023 12:31:31 +0600 Subject: [PATCH 049/114] add resistive_heaters option to config.default --- config/config.default.yaml | 1 + 1 file changed, 1 insertion(+) diff --git a/config/config.default.yaml b/config/config.default.yaml index a6df173b..4bc1ccd0 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -440,6 +440,7 @@ sector: decentral: 3 central: 180 boilers: true + resistive_heaters: true oil_boilers: false biomass_boiler: true chp: true From 12096d1f2f1f7e2daaa088f926b7d0b3d5069d91 Mon Sep 17 00:00:00 2001 From: yerbol-akhmetov Date: Sat, 23 Dec 2023 12:55:50 +0600 Subject: [PATCH 050/114] update configtable by adding resistive_heaters --- doc/configtables/sector.csv | 1 + 1 file changed, 1 insertion(+) diff --git a/doc/configtables/sector.csv b/doc/configtables/sector.csv index 856ea074..21fd185a 100644 --- a/doc/configtables/sector.csv +++ b/doc/configtables/sector.csv @@ -63,6 +63,7 @@ tes_tau,,,The time constant used to calculate the decay of thermal energy in the -- decentral,days,float,The time constant in decentralized thermal energy storage (TES) -- central,days,float,The time constant in centralized thermal energy storage (TES) boilers,--,"{true, false}",Add option for transforming electricity into heat using resistive heater +resistive_heaters,--,"{true, false}",Add option for using resistive heaters separately from boilers oil_boilers,--,"{true, false}",Add option for transforming oil into heat using boilers biomass_boiler,--,"{true, false}",Add option for transforming biomass into heat using boilers chp,--,"{true, false}",Add option for using Combined Heat and Power (CHP) From 1bee34d57f155c10e3b7c1078cda14084fabf51f Mon Sep 17 00:00:00 2001 From: yerbol-akhmetov Date: Sat, 23 Dec 2023 14:51:01 +0600 Subject: [PATCH 051/114] remove gas generators --- scripts/prepare_sector_network.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 82578c29..b46cc24d 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -467,6 +467,9 @@ def add_carrier_buses(n, carrier, nodes=None): * costs.at[carrier, "discount rate"], # preliminary value to avoid zeros ) + if carrier == 'gas': + return + n.madd( "Generator", nodes, From 125c40601305eea314786ca73ff6d82e57b2f060 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Sat, 23 Dec 2023 08:55:56 +0000 Subject: [PATCH 052/114] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index b46cc24d..bb17228c 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -467,7 +467,7 @@ def add_carrier_buses(n, carrier, nodes=None): * costs.at[carrier, "discount rate"], # preliminary value to avoid zeros ) - if carrier == 'gas': + if carrier == "gas": return n.madd( From 640a4b1b2efc78ef6c3b4dc8d996baa92bd73427 Mon Sep 17 00:00:00 2001 From: yerbol-akhmetov Date: Thu, 28 Dec 2023 13:51:30 +0600 Subject: [PATCH 053/114] update boilers description in confitables --- doc/configtables/sector.csv | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/configtables/sector.csv b/doc/configtables/sector.csv index 21fd185a..734efe34 100644 --- a/doc/configtables/sector.csv +++ b/doc/configtables/sector.csv @@ -62,7 +62,7 @@ tes,--,"{true, false}",Add option for storing thermal energy in large water pits tes_tau,,,The time constant used to calculate the decay of thermal energy in thermal energy storage (TES): 1- :math:`e^{-1/24τ}`. -- decentral,days,float,The time constant in decentralized thermal energy storage (TES) -- central,days,float,The time constant in centralized thermal energy storage (TES) -boilers,--,"{true, false}",Add option for transforming electricity into heat using resistive heater +boilers,--,"{true, false}",Add option for transforming gas into heat using gas boilers resistive_heaters,--,"{true, false}",Add option for using resistive heaters separately from boilers oil_boilers,--,"{true, false}",Add option for transforming oil into heat using boilers biomass_boiler,--,"{true, false}",Add option for transforming biomass into heat using boilers From 0f41ff79cffa55c0e5198f34b3a7a025c7715f42 Mon Sep 17 00:00:00 2001 From: yerbol-akhmetov Date: Thu, 28 Dec 2023 13:53:15 +0600 Subject: [PATCH 054/114] update configtable for resistive_heaters --- doc/configtables/sector.csv | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/configtables/sector.csv b/doc/configtables/sector.csv index 734efe34..2a65e2a8 100644 --- a/doc/configtables/sector.csv +++ b/doc/configtables/sector.csv @@ -63,7 +63,7 @@ tes_tau,,,The time constant used to calculate the decay of thermal energy in the -- decentral,days,float,The time constant in decentralized thermal energy storage (TES) -- central,days,float,The time constant in centralized thermal energy storage (TES) boilers,--,"{true, false}",Add option for transforming gas into heat using gas boilers -resistive_heaters,--,"{true, false}",Add option for using resistive heaters separately from boilers +resistive_heaters,--,"{true, false}",Add option for transforming electricity into heat using resistive heaters (independently from gas boilers) oil_boilers,--,"{true, false}",Add option for transforming oil into heat using boilers biomass_boiler,--,"{true, false}",Add option for transforming biomass into heat using boilers chp,--,"{true, false}",Add option for using Combined Heat and Power (CHP) From 715aa25698a97ce30a06228985b381f2a1c1f600 Mon Sep 17 00:00:00 2001 From: martacki Date: Fri, 29 Dec 2023 13:40:00 +0100 Subject: [PATCH 055/114] build_energy_totals: avoid deprecation warnings --- scripts/build_energy_totals.py | 58 ++++++++++++++++++---------------- 1 file changed, 30 insertions(+), 28 deletions(-) diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index 6f9585c1..7c0984be 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -189,12 +189,12 @@ def idees_per_country(ct, year, base_dir): ct_totals["total residential water"] = df.at["Water heating"] assert df.index[23] == "Electricity" - ct_totals["electricity residential water"] = df[23] + ct_totals["electricity residential water"] = df.iloc[23] ct_totals["total residential cooking"] = df["Cooking"] assert df.index[30] == "Electricity" - ct_totals["electricity residential cooking"] = df[30] + ct_totals["electricity residential cooking"] = df.iloc[30] df = pd.read_excel(fn_residential, "RES_summary", index_col=0)[year] @@ -202,13 +202,14 @@ def idees_per_country(ct, year, base_dir): ct_totals["total residential"] = df[row] assert df.index[47] == "Electricity" - ct_totals["electricity residential"] = df[47] + ct_totals["electricity residential"] = df.iloc[47] assert df.index[46] == "Derived heat" - ct_totals["derived heat residential"] = df[46] + ct_totals["derived heat residential"] = df.iloc[46] assert df.index[50] == "Thermal uses" - ct_totals["thermal uses residential"] = df[50] + ct_totals["thermal uses residential"] = df.iloc[50] + # services @@ -222,12 +223,12 @@ def idees_per_country(ct, year, base_dir): ct_totals["total services water"] = df["Hot water"] assert df.index[24] == "Electricity" - ct_totals["electricity services water"] = df[24] + ct_totals["electricity services water"] = df.iloc[24] ct_totals["total services cooking"] = df["Catering"] assert df.index[31] == "Electricity" - ct_totals["electricity services cooking"] = df[31] + ct_totals["electricity services cooking"] = df.iloc[31] df = pd.read_excel(fn_tertiary, "SER_summary", index_col=0)[year] @@ -235,13 +236,14 @@ def idees_per_country(ct, year, base_dir): ct_totals["total services"] = df[row] assert df.index[50] == "Electricity" - ct_totals["electricity services"] = df[50] + ct_totals["electricity services"] = df.iloc[50] assert df.index[49] == "Derived heat" - ct_totals["derived heat services"] = df[49] + ct_totals["derived heat services"] = df.iloc[49] + assert df.index[53] == "Thermal uses" - ct_totals["thermal uses services"] = df[53] + ct_totals["thermal uses services"] = df.iloc[53] # agriculture, forestry and fishing @@ -282,28 +284,28 @@ def idees_per_country(ct, year, base_dir): ct_totals["total two-wheel"] = df["Powered 2-wheelers (Gasoline)"] assert df.index[19] == "Passenger cars" - ct_totals["total passenger cars"] = df[19] + ct_totals["total passenger cars"] = df.iloc[19] assert df.index[30] == "Battery electric vehicles" - ct_totals["electricity passenger cars"] = df[30] + ct_totals["electricity passenger cars"] = df.iloc[30] assert df.index[31] == "Motor coaches, buses and trolley buses" - ct_totals["total other road passenger"] = df[31] + ct_totals["total other road passenger"] = df.iloc[31] assert df.index[39] == "Battery electric vehicles" - ct_totals["electricity other road passenger"] = df[39] + ct_totals["electricity other road passenger"] = df.iloc[39] assert df.index[41] == "Light duty vehicles" - ct_totals["total light duty road freight"] = df[41] + ct_totals["total light duty road freight"] = df.iloc[41] assert df.index[49] == "Battery electric vehicles" - ct_totals["electricity light duty road freight"] = df[49] + ct_totals["electricity light duty road freight"] = df.iloc[49] row = "Heavy duty vehicles (Diesel oil incl. biofuels)" ct_totals["total heavy duty road freight"] = df[row] assert df.index[61] == "Passenger cars" - ct_totals["passenger car efficiency"] = df[61] + ct_totals["passenger car efficiency"] = df.iloc[61] df = pd.read_excel(fn_transport, "TrRail_ene", index_col=0)[year] @@ -312,39 +314,39 @@ def idees_per_country(ct, year, base_dir): ct_totals["electricity rail"] = df["Electricity"] assert df.index[15] == "Passenger transport" - ct_totals["total rail passenger"] = df[15] + ct_totals["total rail passenger"] = df.iloc[15] assert df.index[16] == "Metro and tram, urban light rail" assert df.index[19] == "Electric" assert df.index[20] == "High speed passenger trains" - ct_totals["electricity rail passenger"] = df[[16, 19, 20]].sum() + ct_totals["electricity rail passenger"] = df.iloc[[16, 19, 20]].sum() assert df.index[21] == "Freight transport" - ct_totals["total rail freight"] = df[21] + ct_totals["total rail freight"] = df.iloc[21] assert df.index[23] == "Electric" - ct_totals["electricity rail freight"] = df[23] + ct_totals["electricity rail freight"] = df.iloc[23] df = pd.read_excel(fn_transport, "TrAvia_ene", index_col=0)[year] assert df.index[6] == "Passenger transport" - ct_totals["total aviation passenger"] = df[6] + ct_totals["total aviation passenger"] = df.iloc[6] assert df.index[10] == "Freight transport" - ct_totals["total aviation freight"] = df[10] + ct_totals["total aviation freight"] = df.iloc[10] assert df.index[7] == "Domestic" - ct_totals["total domestic aviation passenger"] = df[7] + ct_totals["total domestic aviation passenger"] = df.iloc[7] assert df.index[8] == "International - Intra-EU" assert df.index[9] == "International - Extra-EU" - ct_totals["total international aviation passenger"] = df[[8, 9]].sum() + ct_totals["total international aviation passenger"] = df.iloc[[8, 9]].sum() assert df.index[11] == "Domestic and International - Intra-EU" - ct_totals["total domestic aviation freight"] = df[11] + ct_totals["total domestic aviation freight"] = df.iloc[11] assert df.index[12] == "International - Extra-EU" - ct_totals["total international aviation freight"] = df[12] + ct_totals["total international aviation freight"] = df.iloc[12] ct_totals["total domestic aviation"] = ( ct_totals["total domestic aviation freight"] @@ -364,7 +366,7 @@ def idees_per_country(ct, year, base_dir): df = pd.read_excel(fn_transport, "TrRoad_act", index_col=0)[year] assert df.index[85] == "Passenger cars" - ct_totals["passenger cars"] = df[85] + ct_totals["passenger cars"] = df.iloc[85] return pd.Series(ct_totals, name=ct) From 74cf849ac4b1c054ef32cf720ee95ada52c8ef70 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 29 Dec 2023 12:40:45 +0000 Subject: [PATCH 056/114] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/build_energy_totals.py | 2 -- 1 file changed, 2 deletions(-) diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py index 7c0984be..67b86466 100644 --- a/scripts/build_energy_totals.py +++ b/scripts/build_energy_totals.py @@ -210,7 +210,6 @@ def idees_per_country(ct, year, base_dir): assert df.index[50] == "Thermal uses" ct_totals["thermal uses residential"] = df.iloc[50] - # services df = pd.read_excel(fn_tertiary, "SER_hh_fec", index_col=0)[year] @@ -241,7 +240,6 @@ def idees_per_country(ct, year, base_dir): assert df.index[49] == "Derived heat" ct_totals["derived heat services"] = df.iloc[49] - assert df.index[53] == "Thermal uses" ct_totals["thermal uses services"] = df.iloc[53] From 1b569dde1bcbcd32175d41b0ba3ed265e76a1aad Mon Sep 17 00:00:00 2001 From: Tom Brown Date: Tue, 2 Jan 2024 16:02:10 +0100 Subject: [PATCH 057/114] move code for national CO2 budgets out of extra_functionality This can be added by derived workflows like PyPSA-Eur via additional_functionality. Changed additional_functionality to pass snakemake rather than wildcards and config separately. This gives maximal flexibility. --- config/config.default.yaml | 17 ------ scripts/solve_network.py | 110 +------------------------------------ 2 files changed, 1 insertion(+), 126 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index c1e7ed0f..6d2ebd9f 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -84,22 +84,6 @@ co2_budget: 2045: 0.032 2050: 0.000 -co2_budget_national: - 2030: - 'DE': 0.350 - 'AT': 0.450 - 'BE': 0.450 - 'CH': 0.450 - 'CZ': 0.450 - 'DK': 0.450 - 'FR': 0.450 - 'GB': 0.450 - 'LU': 0.450 - 'NL': 0.450 - 'NO': 0.450 - 'PL': 0.450 - 'SE': 0.450 - # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#electricity electricity: voltages: [220., 300., 380.] @@ -470,7 +454,6 @@ sector: hydrogen_turbine: false SMR: true SMR_cc: true - co2_budget_national: false regional_methanol_demand: false #set to true if regional CO2 constraints needed regional_oil_demand: false #set to true if regional CO2 constraints needed regional_co2_sequestration_potential: diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 6f88b904..433b175b 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -41,9 +41,6 @@ logger = logging.getLogger(__name__) pypsa.pf.logger.setLevel(logging.WARNING) from pypsa.descriptors import get_switchable_as_dense as get_as_dense -from prepare_sector_network import emission_sectors_from_opts - - def add_land_use_constraint(n, planning_horizons, config): if "m" in snakemake.wildcards.clusters: @@ -765,100 +762,6 @@ def add_pipe_retrofit_constraint(n): n.model.add_constraints(lhs == rhs, name="Link-pipe_retrofit") -def add_co2limit_country(n, limit_countries, nyears=1.0): - """ - Add a set of emissions limit constraints for specified countries. - - The countries and emissions limits are specified in the config file entry 'co2_budget_country_{investment_year}'. - - Parameters - ---------- - n : pypsa.Network - config : dict - limit_countries : dict - nyears: float, optional - Used to scale the emissions constraint to the number of snapshots of the base network. - """ - logger.info(f"Adding CO2 budget limit for each country as per unit of 1990 levels") - - countries = n.config["countries"] - - # TODO: import function from prepare_sector_network? Move to common place? - sectors = emission_sectors_from_opts(opts) - - # convert Mt to tCO2 - co2_totals = 1e6 * pd.read_csv(snakemake.input.co2_totals_name, index_col=0) - - co2_limit_countries = co2_totals.loc[countries, sectors].sum(axis=1) - co2_limit_countries = co2_limit_countries.loc[co2_limit_countries.index.isin(limit_countries.keys())] - - co2_limit_countries *= co2_limit_countries.index.map(limit_countries) * nyears - - p = n.model["Link-p"] # dimension: (time, component) - - # NB: Most country-specific links retain their locational information in bus1 (except for DAC, where it is in bus2, and process emissions, where it is in bus0) - country = n.links.bus1.map(n.buses.location).map(n.buses.country) - country_DAC = ( - n.links[n.links.carrier == "DAC"] - .bus2.map(n.buses.location) - .map(n.buses.country) - ) - country[country_DAC.index] = country_DAC - country_process_emissions = ( - n.links[n.links.carrier.str.contains("process emissions")] - .bus0.map(n.buses.location) - .map(n.buses.country) - ) - country[country_process_emissions.index] = country_process_emissions - - lhs = [] - for port in [col[3:] for col in n.links if col.startswith("bus")]: - if port == str(0): - efficiency = ( - n.links["efficiency"].apply(lambda x: -1.0).rename("efficiency0") - ) - elif port == str(1): - efficiency = n.links["efficiency"] - else: - efficiency = n.links[f"efficiency{port}"] - mask = n.links[f"bus{port}"].map(n.buses.carrier).eq("co2") - - idx = n.links[mask].index - - international = n.links.carrier.map( - lambda x: 0.4 if x in ["kerosene for aviation", "shipping oil"] else 1.0 - ) - grouping = country.loc[idx] - - if not grouping.isnull().all(): - expr = ( - ((p.loc[:, idx] * efficiency[idx] * international[idx]) - .groupby(grouping, axis=1) - .sum() - *n.snapshot_weightings.generators - ) - .sum(dims="snapshot") - ) - lhs.append(expr) - - lhs = sum(lhs) # dimension: (country) - lhs = lhs.rename({list(lhs.dims.keys())[0]: "snapshot"}) - rhs = pd.Series(co2_limit_countries) # dimension: (country) - - for ct in lhs.indexes["snapshot"]: - n.model.add_constraints( - lhs.loc[ct] <= rhs[ct], - name=f"GlobalConstraint-co2_limit_per_country{ct}", - ) - n.add( - "GlobalConstraint", - f"co2_limit_per_country{ct}", - constant=rhs[ct], - sense="<=", - type="", - ) - - def extra_functionality(n, snapshots): """ Collects supplementary constraints which will be passed to @@ -889,23 +792,12 @@ def extra_functionality(n, snapshots): add_carbon_budget_constraint(n, snapshots) add_retrofit_gas_boiler_constraint(n, snapshots) - if n.config["sector"]["co2_budget_national"]: - # prepare co2 constraint - nhours = n.snapshot_weightings.generators.sum() - nyears = nhours / 8760 - investment_year = int(snakemake.wildcards.planning_horizons[-4:]) - limit_countries = snakemake.config["co2_budget_national"][investment_year] - - # add co2 constraint for each country - logger.info(f"Add CO2 limit for each country") - add_co2limit_country(n, limit_countries, nyears) - if "additional_functionality" in snakemake.input.keys(): import importlib, os, sys sys.path.append(os.path.dirname(snakemake.input.additional_functionality)) additional_functionality = importlib.import_module(os.path.splitext(os.path.basename(snakemake.input.additional_functionality))[0]) - additional_functionality.additional_functionality(n, snapshots, snakemake.wildcards, config) + additional_functionality.additional_functionality(n, snapshots, snakemake) def solve_network(n, config, solving, opts="", **kwargs): From f494dd85b969f9491a2d9bf81ea98008452440a7 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 2 Jan 2024 15:21:49 +0000 Subject: [PATCH 058/114] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/add_brownfield.py | 31 ++++++++------ scripts/prepare_sector_network.py | 69 ++++++++++++++++++++----------- scripts/solve_network.py | 11 ++++- 3 files changed, 73 insertions(+), 38 deletions(-) diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index fb1453fd..ffdaf46b 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -119,32 +119,39 @@ def add_brownfield(n, n_p, year): n.links.loc[new_pipes, "p_nom"] = 0.0 n.links.loc[new_pipes, "p_nom_min"] = 0.0 + def disable_grid_expansion_if_LV_limit_hit(n): if not "lv_limit" in n.global_constraints.index: return - #calculate minimum LV + # calculate minimum LV attr = "nom_min" dc = n.links.index[n.links.carrier == "DC"] - tot = (n.lines["s_" + attr]*n.lines["length"]).sum() + (n.links.loc[dc,"p_" + attr]*n.links.loc[dc,"length"]).sum() + tot = (n.lines["s_" + attr] * n.lines["length"]).sum() + ( + n.links.loc[dc, "p_" + attr] * n.links.loc[dc, "length"] + ).sum() - diff = n.global_constraints.at["lv_limit","constant"]-tot + diff = n.global_constraints.at["lv_limit", "constant"] - tot - #allow small numerical differences + # allow small numerical differences limit = 1 if diff < limit: - logger.info(f"LV is already reached (gap {diff}), disabling expansion and LV limit") + logger.info( + f"LV is already reached (gap {diff}), disabling expansion and LV limit" + ) expandable_acs = n.lines.index[n.lines.s_nom_extendable] - n.lines.loc[expandable_acs,"s_nom_extendable"] = False - n.lines.loc[expandable_acs,"s_nom"] = n.lines.loc[expandable_acs,"s_nom_min"] + n.lines.loc[expandable_acs, "s_nom_extendable"] = False + n.lines.loc[expandable_acs, "s_nom"] = n.lines.loc[expandable_acs, "s_nom_min"] - expandable_dcs = n.links.index[n.links.p_nom_extendable & (n.links.carrier == "DC")] - n.links.loc[expandable_dcs,"p_nom_extendable"] = False - n.links.loc[expandable_dcs,"p_nom"] = n.links.loc[expandable_dcs,"p_nom_min"] + expandable_dcs = n.links.index[ + n.links.p_nom_extendable & (n.links.carrier == "DC") + ] + n.links.loc[expandable_dcs, "p_nom_extendable"] = False + n.links.loc[expandable_dcs, "p_nom"] = n.links.loc[expandable_dcs, "p_nom_min"] + + n.global_constraints.drop("lv_limit", inplace=True) - n.global_constraints.drop("lv_limit", - inplace=True) if __name__ == "__main__": if "snakemake" not in globals(): diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index b5a0c0d5..f1ddce2d 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -128,8 +128,8 @@ def define_spatial(nodes, options): # methanol - #beware: unlike other carriers, uses locations rather than locations+carriername - #this allows to avoid separation between nodes and locations + # beware: unlike other carriers, uses locations rather than locations+carriername + # this allows to avoid separation between nodes and locations spatial.methanol = SimpleNamespace() @@ -1595,10 +1595,16 @@ def add_land_transport(n, costs): ice_efficiency = options["transport_internal_combustion_efficiency"] - p_set_land_transport_oil = ice_share / ice_efficiency * transport[nodes].rename(columns=lambda x: x + " land transport oil") + p_set_land_transport_oil = ( + ice_share + / ice_efficiency + * transport[nodes].rename(columns=lambda x: x + " land transport oil") + ) if not options["regional_oil_demand"]: - p_set_land_transport_oil = p_set_land_transport_oil.sum(axis=1).to_frame(name="EU land transport oil") + p_set_land_transport_oil = p_set_land_transport_oil.sum(axis=1).to_frame( + name="EU land transport oil" + ) n.madd( "Bus", @@ -2454,7 +2460,7 @@ def add_industry(n, costs): efficiency=1.0, ) - if len(spatial.biomass.industry_cc)<=1 and len(spatial.co2.nodes)>1: + if len(spatial.biomass.industry_cc) <= 1 and len(spatial.co2.nodes) > 1: link_names = nodes + " " + spatial.biomass.industry_cc else: link_names = spatial.biomass.industry_cc @@ -2650,7 +2656,11 @@ def add_industry(n, costs): options["shipping_oil_efficiency"] / options["shipping_methanol_efficiency"] ) - p_set_methanol = shipping_methanol_share * p_set.rename(lambda x : x + " shipping methanol") * efficiency + p_set_methanol = ( + shipping_methanol_share + * p_set.rename(lambda x: x + " shipping methanol") + * efficiency + ) if not options["regional_methanol_demand"]: p_set_methanol = p_set_methanol.sum() @@ -2679,7 +2689,10 @@ def add_industry(n, costs): bus2="co2 atmosphere", carrier="shipping methanol", p_nom_extendable=True, - efficiency2=1 / options["MWh_MeOH_per_tCO2"], # CO2 intensity methanol based on stoichiometric calculation with 22.7 GJ/t methanol (32 g/mol), CO2 (44 g/mol), 277.78 MWh/TJ = 0.218 t/MWh + efficiency2=1 + / options[ + "MWh_MeOH_per_tCO2" + ], # CO2 intensity methanol based on stoichiometric calculation with 22.7 GJ/t methanol (32 g/mol), CO2 (44 g/mol), 277.78 MWh/TJ = 0.218 t/MWh ) if "oil" not in n.buses.carrier.unique(): @@ -2714,7 +2727,6 @@ def add_industry(n, costs): ) if shipping_oil_share: - p_set_oil = shipping_oil_share * p_set.rename(lambda x: x + " shipping oil") if not options["regional_oil_demand"]: @@ -2793,7 +2805,13 @@ def add_industry(n, costs): if demand_factor != 1: logger.warning(f"Changing HVC demand by {demand_factor*100-100:+.2f}%.") - p_set_plastics = demand_factor * industrial_demand.loc[nodes, "naphtha"].rename(lambda x: x + " naphtha for industry") / nhours + p_set_plastics = ( + demand_factor + * industrial_demand.loc[nodes, "naphtha"].rename( + lambda x: x + " naphtha for industry" + ) + / nhours + ) if not options["regional_oil_demand"]: p_set_plastics = p_set_plastics.sum() @@ -2816,7 +2834,10 @@ def add_industry(n, costs): # some CO2 from naphtha are process emissions from steam cracker # rest of CO2 released to atmosphere either in waste-to-energy or decay - process_co2_per_naphtha = industrial_demand.loc[nodes, "process emission from feedstock"].sum() / industrial_demand.loc[nodes, "naphtha"].sum() + process_co2_per_naphtha = ( + industrial_demand.loc[nodes, "process emission from feedstock"].sum() + / industrial_demand.loc[nodes, "naphtha"].sum() + ) emitted_co2_per_naphtha = costs.at["oil", "CO2 intensity"] - process_co2_per_naphtha n.madd( @@ -2840,11 +2861,11 @@ def add_industry(n, costs): all_aviation = ["total international aviation", "total domestic aviation"] p_set = ( - demand_factor - * pop_weighted_energy_totals.loc[nodes, all_aviation].sum(axis=1) - * 1e6 - / nhours - ).rename(lambda x: x + " kerosene for aviation") + demand_factor + * pop_weighted_energy_totals.loc[nodes, all_aviation].sum(axis=1) + * 1e6 + / nhours + ).rename(lambda x: x + " kerosene for aviation") if not options["regional_oil_demand"]: p_set = p_set.sum() @@ -3095,9 +3116,9 @@ def add_agriculture(n, costs): f"Total agriculture machinery shares sum up to {total_share:.2%}, corresponding to increased or decreased demand assumptions." ) - machinery_nodal_energy = pop_weighted_energy_totals.loc[ - nodes, "total agriculture machinery" - ] * 1e6 + machinery_nodal_energy = ( + pop_weighted_energy_totals.loc[nodes, "total agriculture machinery"] * 1e6 + ) if electric_share > 0: efficiency_gain = ( @@ -3111,15 +3132,15 @@ def add_agriculture(n, costs): suffix=" agriculture machinery electric", bus=nodes, carrier="agriculture machinery electric", - p_set=electric_share - / efficiency_gain - * machinery_nodal_energy - / nhours, + p_set=electric_share / efficiency_gain * machinery_nodal_energy / nhours, ) if oil_share > 0: - - p_set = oil_share * machinery_nodal_energy.rename(lambda x: x + " agriculture machinery oil") / nhours + p_set = ( + oil_share + * machinery_nodal_energy.rename(lambda x: x + " agriculture machinery oil") + / nhours + ) if not options["regional_oil_demand"]: p_set = p_set.sum() diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 433b175b..4bdbb543 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -793,9 +793,16 @@ def extra_functionality(n, snapshots): add_retrofit_gas_boiler_constraint(n, snapshots) if "additional_functionality" in snakemake.input.keys(): - import importlib, os, sys + import importlib + import os + import sys + sys.path.append(os.path.dirname(snakemake.input.additional_functionality)) - additional_functionality = importlib.import_module(os.path.splitext(os.path.basename(snakemake.input.additional_functionality))[0]) + additional_functionality = importlib.import_module( + os.path.splitext( + os.path.basename(snakemake.input.additional_functionality) + )[0] + ) additional_functionality.additional_functionality(n, snapshots, snakemake) From f451e28f582f970a5b4f3a8336d99c89c67429bb Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 11:42:24 +0100 Subject: [PATCH 059/114] add release notes and documentation --- doc/configtables/sector.csv | 2 ++ doc/release_notes.rst | 17 +++++++++++++++++ 2 files changed, 19 insertions(+) diff --git a/doc/configtables/sector.csv b/doc/configtables/sector.csv index 938c120a..5e2514e4 100644 --- a/doc/configtables/sector.csv +++ b/doc/configtables/sector.csv @@ -79,6 +79,8 @@ hydrogen_fuel_cell,--,"{true, false}",Add option to include hydrogen fuel cell f hydrogen_turbine,--,"{true, false}",Add option to include hydrogen turbine for re-electrification. Assuming OCGT technology costs SMR,--,"{true, false}",Add option for transforming natural gas into hydrogen and CO2 using Steam Methane Reforming (SMR) SMR CC,--,"{true, false}",Add option for transforming natural gas into hydrogen and CO2 using Steam Methane Reforming (SMR) and Carbon Capture (CC) +regional_methanol_demand,--,"{true, false}",Spatially resolve methanol demand. Set to true if regional CO2 constraints needed. +regional_oil_demand,--,"{true, false}",Spatially resolve oil demand. Set to true if regional CO2 constraints needed. regional_co2 _sequestration_potential,,, -- enable,--,"{true, false}",Add option for regionally-resolved geological carbon dioxide sequestration potentials based on `CO2StoP `_. -- attribute,--,string,Name of the attribute for the sequestration potential diff --git a/doc/release_notes.rst b/doc/release_notes.rst index bb9732de..03d9318d 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,23 @@ Release Notes Upcoming Release ================ +* Remove all negative loads on the ``co2 atmosphere`` bus representing emissions + for e.g. fixed fossil demands for transport oil. Instead these are handled + more transparently with a fixed transport oil demand and a link taking care of + the emissions to the ``co2 atmosphere`` bus. This is also a preparation for + endogenous transport optimisation, where demand will be subject to + optimisation (e.g. fuel switching in the transport sector). + +* Allow possibility to go from copperplated to regionally resolved methanol and + oil demand with switches ``sector: regional_methanol_demand: true`` and + ``sector: regional_oil_demand: true``. This allows nodal/regional CO2 + constraints to be applied. + +* Process emissions from steam crackers (i.e. naphtha processing for HVC) are now + piped from the consumption link to the process emissions bus where the model + can decide about carbon capture. Previously the process emissions for naphtha + were a fixed load. + * Add option to specify losses for bidirectional links, e.g. pipelines or HVDC links, in configuration file under ``sector: transmission_efficiency:``. Users can specify static or length-dependent values as well as a length-dependent From addaecf77a7048955f49905c2b2f54371d3fd3a3 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 12:43:55 +0100 Subject: [PATCH 060/114] move comments to documentation --- config/config.default.yaml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 57416cc7..9e8f57a6 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -463,8 +463,8 @@ sector: hydrogen_turbine: false SMR: true SMR_cc: true - regional_methanol_demand: false #set to true if regional CO2 constraints needed - regional_oil_demand: false #set to true if regional CO2 constraints needed + regional_methanol_demand: false + regional_oil_demand: false regional_co2_sequestration_potential: enable: false attribute: 'conservative estimate Mt' From 593995675e43d860c120b568ab19f8ffade31b32 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 12:44:47 +0100 Subject: [PATCH 061/114] gurobi: avoid double-logging to console --- scripts/solve_network.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 2f170dff..ecf56a24 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -854,6 +854,9 @@ def solve_network(n, config, solving, opts="", **kwargs): ) kwargs["assign_all_duals"] = cf_solving.get("assign_all_duals", False) + if kwargs["solver_name"] == "gurobi": + logging.getLogger('gurobipy').setLevel(logging.CRITICAL) + rolling_horizon = cf_solving.pop("rolling_horizon", False) skip_iterations = cf_solving.pop("skip_iterations", False) if not n.lines.s_nom_extendable.any(): From 8054ad382c3cc3806c7ec808137206358f77d888 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 12:47:26 +0100 Subject: [PATCH 062/114] prepare_sector_network: simplify process emissions with outsourced feedstock emissions --- scripts/prepare_sector_network.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index e211be15..ea0c4f3f 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2996,16 +2996,14 @@ def add_industry(n, costs): unit="t_co2", ) - sel = ["process emission"] if options["co2_spatial"] or options["co2network"]: p_set = ( - -industrial_demand.loc[nodes, sel] - .sum(axis=1) + -industrial_demand.loc[nodes, "process emission"] .rename(index=lambda x: x + " process emissions") / nhours ) else: - p_set = -industrial_demand.loc[nodes, sel].sum(axis=1).sum() / nhours + p_set = -industrial_demand.loc[nodes, "process emission"].sum() / nhours n.madd( "Load", From cfd689bbec29fad829cef8d2e6b1fdf89fd2ebea Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 13:03:03 +0100 Subject: [PATCH 063/114] add snakemake object to custom_extra_functionality arguments --- data/custom_extra_functionality.py | 2 +- scripts/solve_network.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/data/custom_extra_functionality.py b/data/custom_extra_functionality.py index 0ac24cea..e7a9df0f 100644 --- a/data/custom_extra_functionality.py +++ b/data/custom_extra_functionality.py @@ -4,7 +4,7 @@ # SPDX-License-Identifier: MIT -def custom_extra_functionality(n, snapshots): +def custom_extra_functionality(n, snapshots, snakemake): """ Add custom extra functionality constraints. """ diff --git a/scripts/solve_network.py b/scripts/solve_network.py index ecf56a24..4b988666 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -835,7 +835,7 @@ def extra_functionality(n, snapshots): sys.path.append(os.path.dirname(source_path)) module_name = os.path.splitext(os.path.basename(source_path))[0] module = importlib.import_module(module_name) - module.custom_extra_functionality(n, snapshots) + module.custom_extra_functionality(n, snapshots, snakemake) def solve_network(n, config, solving, opts="", **kwargs): From 34535bcbffd5506faeaba7c8ada546e29f00c7eb Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 13:08:14 +0100 Subject: [PATCH 064/114] custom_extra_functionality: assume same function name as file name --- scripts/solve_network.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 4b988666..203d8b0f 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -835,7 +835,8 @@ def extra_functionality(n, snapshots): sys.path.append(os.path.dirname(source_path)) module_name = os.path.splitext(os.path.basename(source_path))[0] module = importlib.import_module(module_name) - module.custom_extra_functionality(n, snapshots, snakemake) + custom_extra_functionality = getattr(module, module_name) + custom_extra_functionality(n, snapshots, snakemake) def solve_network(n, config, solving, opts="", **kwargs): From c3bcaee1a22a888d2ba1147ed643fbf7607ffa86 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 13:37:35 +0100 Subject: [PATCH 065/114] common.smk: find _helpers.py also if pypsa-eur is used as module --- rules/common.smk | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/rules/common.smk b/rules/common.smk index 44e3a807..0e85b620 100644 --- a/rules/common.smk +++ b/rules/common.smk @@ -2,9 +2,14 @@ # # SPDX-License-Identifier: MIT -import os, sys +import os, sys, glob + +helper_source_path = [match for match in glob.glob('**/_helpers.py', recursive=True)] + +for path in helper_source_path: + path = os.path.dirname(os.path.abspath(path)) + sys.path.insert(0, os.path.abspath(path)) -sys.path.insert(0, os.path.abspath("scripts")) from _helpers import validate_checksum From 817995c8a25dfc2f152c817fc383944860db0939 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 4 Jan 2024 14:39:28 +0000 Subject: [PATCH 066/114] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/common.smk | 2 +- scripts/prepare_sector_network.py | 5 +++-- scripts/solve_network.py | 2 +- 3 files changed, 5 insertions(+), 4 deletions(-) diff --git a/rules/common.smk b/rules/common.smk index 0e85b620..2298ff91 100644 --- a/rules/common.smk +++ b/rules/common.smk @@ -4,7 +4,7 @@ import os, sys, glob -helper_source_path = [match for match in glob.glob('**/_helpers.py', recursive=True)] +helper_source_path = [match for match in glob.glob("**/_helpers.py", recursive=True)] for path in helper_source_path: path = os.path.dirname(os.path.abspath(path)) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index f80c72f5..0fb9729a 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3013,8 +3013,9 @@ def add_industry(n, costs): if options["co2_spatial"] or options["co2network"]: p_set = ( - -industrial_demand.loc[nodes, "process emission"] - .rename(index=lambda x: x + " process emissions") + -industrial_demand.loc[nodes, "process emission"].rename( + index=lambda x: x + " process emissions" + ) / nhours ) else: diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 203d8b0f..aa802ea8 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -856,7 +856,7 @@ def solve_network(n, config, solving, opts="", **kwargs): kwargs["assign_all_duals"] = cf_solving.get("assign_all_duals", False) if kwargs["solver_name"] == "gurobi": - logging.getLogger('gurobipy').setLevel(logging.CRITICAL) + logging.getLogger("gurobipy").setLevel(logging.CRITICAL) rolling_horizon = cf_solving.pop("rolling_horizon", False) skip_iterations = cf_solving.pop("skip_iterations", False) From 29a95dc997efd4f4e381b3ee800c5f98208917d5 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 16:02:02 +0100 Subject: [PATCH 067/114] default to approximating transmission losses in HVAC lines --- config/config.default.yaml | 2 +- doc/release_notes.rst | 3 +++ 2 files changed, 4 insertions(+), 1 deletion(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 9e8f57a6..7f1f2034 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -654,7 +654,7 @@ solving: track_iterations: false min_iterations: 4 max_iterations: 6 - transmission_losses: 0 + transmission_losses: 2 linearized_unit_commitment: true horizon: 365 diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 03d9318d..09417727 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,9 @@ Release Notes Upcoming Release ================ +* Default to approximating transmission losses in HVAC lines + (``transmission_losses: 2``). + * Remove all negative loads on the ``co2 atmosphere`` bus representing emissions for e.g. fixed fossil demands for transport oil. Instead these are handled more transparently with a fixed transport oil demand and a link taking care of From 73abb6196796ae0d741050f5cfe333b8c02cd768 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 17:05:54 +0100 Subject: [PATCH 068/114] add_brownfield: fix lv_limit reached --- scripts/add_brownfield.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index 9ddd3d99..e151c441 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -134,7 +134,7 @@ def disable_grid_expansion_if_LV_limit_hit(n): # allow small numerical differences if lv_limit - total_expansion < 1: logger.info( - f"LV is already reached (gap {diff} MWkm), disabling expansion and LV limit" + f"LV is already reached, disabling expansion and LV limit" ) extendable_acs = n.lines.query("s_nom_extendable").index n.lines.loc[extendable_acs, "s_nom_extendable"] = False From 29b24b1b414b33685e91840bfd5b12da5b13ec3f Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 18:42:47 +0100 Subject: [PATCH 069/114] segmentation_clustering: log distribution of snapshot durations --- scripts/prepare_sector_network.py | 1 + 1 file changed, 1 insertion(+) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index ea0c4f3f..8c93ba5a 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3481,6 +3481,7 @@ def apply_time_segmentation( sn_weightings = pd.Series( weightings, index=snapshots, name="weightings", dtype="float64" ) + logger.info("Distribution of snapshot durations:\n", weightings.value_counts()) n.set_snapshots(sn_weightings.index) n.snapshot_weightings = n.snapshot_weightings.mul(sn_weightings, axis=0) From cf5f3cbd88dc90da3767bdbb7e84840fb5a76290 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 18:54:49 +0100 Subject: [PATCH 070/114] segmentation_clustering: log distribution of snapshot durations (fix) --- scripts/prepare_sector_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 8c93ba5a..62bfa80a 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3481,7 +3481,7 @@ def apply_time_segmentation( sn_weightings = pd.Series( weightings, index=snapshots, name="weightings", dtype="float64" ) - logger.info("Distribution of snapshot durations:\n", weightings.value_counts()) + logger.info(f"Distribution of snapshot durations:\n{weightings.value_counts()}") n.set_snapshots(sn_weightings.index) n.snapshot_weightings = n.snapshot_weightings.mul(sn_weightings, axis=0) From 9530d63e551f1cc19dd6847f10902fec3d59da0f Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 18:57:09 +0100 Subject: [PATCH 071/114] cluster_heat_buses: performance boost and tidy code --- scripts/prepare_sector_network.py | 29 +++++++++++++---------------- 1 file changed, 13 insertions(+), 16 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 62bfa80a..26aa50c9 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3332,24 +3332,24 @@ def limit_individual_line_extension(n, maxext): aggregate_dict = { - "p_nom": "sum", - "s_nom": "sum", + "p_nom": pd.Series.sum, + "s_nom": pd.Series.sum, "v_nom": "max", "v_mag_pu_max": "min", "v_mag_pu_min": "max", - "p_nom_max": "sum", - "s_nom_max": "sum", - "p_nom_min": "sum", - "s_nom_min": "sum", + "p_nom_max": pd.Series.sum, + "s_nom_max": pd.Series.sum, + "p_nom_min": pd.Series.sum, + "s_nom_min": pd.Series.sum, "v_ang_min": "max", "v_ang_max": "min", "terrain_factor": "mean", "num_parallel": "sum", "p_set": "sum", "e_initial": "sum", - "e_nom": "sum", - "e_nom_max": "sum", - "e_nom_min": "sum", + "e_nom": pd.Series.sum, + "e_nom_max": pd.Series.sum, + "e_nom_min": pd.Series.sum, "state_of_charge_initial": "sum", "state_of_charge_set": "sum", "inflow": "sum", @@ -3411,13 +3411,10 @@ def cluster_heat_buses(n): pnl = c.pnl agg = define_clustering(pd.Index(pnl.keys()), aggregate_dict) for k in pnl.keys(): - pnl[k].rename( - columns=lambda x: x.replace("residential ", "").replace( - "services ", "" - ), - inplace=True, - ) - pnl[k] = pnl[k].groupby(level=0, axis=1).agg(agg[k], **agg_group_kwargs) + def renamer(s): + return s.replace("residential ", "").replace("services ", "") + + pnl[k] = pnl[k].groupby(renamer, axis=1).agg(agg[k], **agg_group_kwargs) # remove unclustered assets of service/residential to_drop = c.df.index.difference(df.index) From f9fec1a4be62d72ca52934bb9e6be9ca4308cf7f Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 18:58:04 +0100 Subject: [PATCH 072/114] more precise restrictive handling of opts cost adjustment flags --- scripts/prepare_sector_network.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 26aa50c9..17eb832d 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3286,7 +3286,8 @@ def remove_h2_network(n): def maybe_adjust_costs_and_potentials(n, opts): for o in opts: - if "+" not in o: + flags = ["+e", "+p", "+m"] + if all(flag not in o for flag in flags): continue oo = o.split("+") carrier_list = np.hstack( From a67c5ea3b71139ed90130767dcf6c3d6fb7eec65 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 19:03:34 +0100 Subject: [PATCH 073/114] default to full land transport electrification by 2050 --- config/config.default.yaml | 12 ++++++------ doc/release_notes.rst | 2 ++ 2 files changed, 8 insertions(+), 6 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 7f1f2034..1e26781d 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -381,14 +381,14 @@ sector: v2g: true land_transport_fuel_cell_share: 2020: 0 - 2030: 0.05 - 2040: 0.1 - 2050: 0.15 + 2030: 0 + 2040: 0 + 2050: 0 land_transport_electric_share: 2020: 0 - 2030: 0.25 - 2040: 0.6 - 2050: 0.85 + 2030: 0.3 + 2040: 0.7 + 2050: 1 land_transport_ice_share: 2020: 1 2030: 0.7 diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 09417727..01833ccc 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,8 @@ Release Notes Upcoming Release ================ +* Default to full electrification of land transport by 2050. + * Default to approximating transmission losses in HVAC lines (``transmission_losses: 2``). From 62bcded8001f2a3ff31b218ab0225594b1adedb3 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 19:12:04 +0100 Subject: [PATCH 074/114] build_sector.smk: simplify gas infrastructure rules --- rules/build_sector.smk | 126 +++++++++++++++++++---------------------- 1 file changed, 58 insertions(+), 68 deletions(-) diff --git a/rules/build_sector.smk b/rules/build_sector.smk index ab8ff4ed..23ea604c 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -67,76 +67,65 @@ rule build_simplified_population_layouts: "../scripts/build_clustered_population_layouts.py" -if config["sector"]["gas_network"] or config["sector"]["H2_retrofit"]: - - rule build_gas_network: - input: - gas_network="data/gas_network/scigrid-gas/data/IGGIELGN_PipeSegments.geojson", - output: - cleaned_gas_network=RESOURCES + "gas_network.csv", - resources: - mem_mb=4000, - log: - LOGS + "build_gas_network.log", - conda: - "../envs/environment.yaml" - script: - "../scripts/build_gas_network.py" - - rule build_gas_input_locations: - input: - gem=HTTP.remote( - "https://globalenergymonitor.org/wp-content/uploads/2023/07/Europe-Gas-Tracker-2023-03-v3.xlsx", - keep_local=True, - ), - entry="data/gas_network/scigrid-gas/data/IGGIELGN_BorderPoints.geojson", - storage="data/gas_network/scigrid-gas/data/IGGIELGN_Storages.geojson", - regions_onshore=RESOURCES - + "regions_onshore_elec_s{simpl}_{clusters}.geojson", - regions_offshore=RESOURCES - + "regions_offshore_elec_s{simpl}_{clusters}.geojson", - output: - gas_input_nodes=RESOURCES - + "gas_input_locations_s{simpl}_{clusters}.geojson", - gas_input_nodes_simplified=RESOURCES - + "gas_input_locations_s{simpl}_{clusters}_simplified.csv", - resources: - mem_mb=2000, - log: - LOGS + "build_gas_input_locations_s{simpl}_{clusters}.log", - conda: - "../envs/environment.yaml" - script: - "../scripts/build_gas_input_locations.py" - - rule cluster_gas_network: - input: - cleaned_gas_network=RESOURCES + "gas_network.csv", - regions_onshore=RESOURCES - + "regions_onshore_elec_s{simpl}_{clusters}.geojson", - regions_offshore=RESOURCES - + "regions_offshore_elec_s{simpl}_{clusters}.geojson", - output: - clustered_gas_network=RESOURCES + "gas_network_elec_s{simpl}_{clusters}.csv", - resources: - mem_mb=4000, - log: - LOGS + "cluster_gas_network_s{simpl}_{clusters}.log", - conda: - "../envs/environment.yaml" - script: - "../scripts/cluster_gas_network.py" - - gas_infrastructure = { - **rules.cluster_gas_network.output, - **rules.build_gas_input_locations.output, - } +rule build_gas_network: + input: + gas_network="data/gas_network/scigrid-gas/data/IGGIELGN_PipeSegments.geojson", + output: + cleaned_gas_network=RESOURCES + "gas_network.csv", + resources: + mem_mb=4000, + log: + LOGS + "build_gas_network.log", + conda: + "../envs/environment.yaml" + script: + "../scripts/build_gas_network.py" -if not (config["sector"]["gas_network"] or config["sector"]["H2_retrofit"]): - # this is effecively an `else` statement which is however not liked by snakefmt +rule build_gas_input_locations: + input: + gem=HTTP.remote( + "https://globalenergymonitor.org/wp-content/uploads/2023/07/Europe-Gas-Tracker-2023-03-v3.xlsx", + keep_local=True, + ), + entry="data/gas_network/scigrid-gas/data/IGGIELGN_BorderPoints.geojson", + storage="data/gas_network/scigrid-gas/data/IGGIELGN_Storages.geojson", + regions_onshore=RESOURCES + + "regions_onshore_elec_s{simpl}_{clusters}.geojson", + regions_offshore=RESOURCES + + "regions_offshore_elec_s{simpl}_{clusters}.geojson", + output: + gas_input_nodes=RESOURCES + + "gas_input_locations_s{simpl}_{clusters}.geojson", + gas_input_nodes_simplified=RESOURCES + + "gas_input_locations_s{simpl}_{clusters}_simplified.csv", + resources: + mem_mb=2000, + log: + LOGS + "build_gas_input_locations_s{simpl}_{clusters}.log", + conda: + "../envs/environment.yaml" + script: + "../scripts/build_gas_input_locations.py" - gas_infrastructure = {} + +rule cluster_gas_network: + input: + cleaned_gas_network=RESOURCES + "gas_network.csv", + regions_onshore=RESOURCES + + "regions_onshore_elec_s{simpl}_{clusters}.geojson", + regions_offshore=RESOURCES + + "regions_offshore_elec_s{simpl}_{clusters}.geojson", + output: + clustered_gas_network=RESOURCES + "gas_network_elec_s{simpl}_{clusters}.csv", + resources: + mem_mb=4000, + log: + LOGS + "cluster_gas_network_s{simpl}_{clusters}.log", + conda: + "../envs/environment.yaml" + script: + "../scripts/cluster_gas_network.py" rule build_heat_demands: @@ -722,7 +711,8 @@ rule prepare_sector_network: input: **build_retro_cost_output, **build_biomass_transport_costs_output, - **gas_infrastructure, + **rules.cluster_gas_network.output, + **rules.build_gas_input_locations.output, **build_sequestration_potentials_output, network=RESOURCES + "networks/elec_s{simpl}_{clusters}_ec_l{ll}_{opts}.nc", energy_totals_name=RESOURCES + "energy_totals.csv", From 9d0040912b8b50ca2d69ae4c2720a486d7b98502 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 19:14:11 +0100 Subject: [PATCH 075/114] retrieve.smk: simplify gas infrastructure retrieve rules --- rules/retrieve.smk | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/rules/retrieve.smk b/rules/retrieve.smk index e062091e..198edf97 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -162,9 +162,8 @@ if config["enable"]["retrieve"] and config["enable"].get( "../scripts/retrieve_sector_databundle.py" -if config["enable"]["retrieve"] and ( - config["sector"]["gas_network"] or config["sector"]["H2_retrofit"] -): +if config["enable"]["retrieve"]: + datafiles = [ "IGGIELGN_LNGs.geojson", "IGGIELGN_BorderPoints.geojson", From 1e5f9e867da7719a27fa547942916fa4fb6ad281 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 19:17:49 +0100 Subject: [PATCH 076/114] build_industrial_distribution_key.py: add dropna to EPRTR emissions --- scripts/build_industrial_distribution_key.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_industrial_distribution_key.py b/scripts/build_industrial_distribution_key.py index b86d47c2..e6d515b0 100644 --- a/scripts/build_industrial_distribution_key.py +++ b/scripts/build_industrial_distribution_key.py @@ -130,7 +130,7 @@ def build_nodal_distribution_key(hotmaps, regions, countries): if not facilities.empty: emissions = facilities["Emissions_ETS_2014"].fillna( - hotmaps["Emissions_EPRTR_2014"] + hotmaps["Emissions_EPRTR_2014"].dropna() ) if emissions.sum() == 0: key = pd.Series(1 / len(facilities), facilities.index) From 0418af6071841606532ba7366c8acab7ae3957b2 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 19:20:26 +0100 Subject: [PATCH 077/114] config: keep nuclear if created in prepare_network.py --- config/config.default.yaml | 1 + 1 file changed, 1 insertion(+) diff --git a/config/config.default.yaml b/config/config.default.yaml index 1e26781d..95ae738e 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -295,6 +295,7 @@ pypsa_eur: - offwind-dc - solar - ror + - nuclear StorageUnit: - PHS - hydro From a0f43aeeb77937db24223c4dc1e85d5cc0625706 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 19:22:26 +0100 Subject: [PATCH 078/114] config: increase default solar deployment density to 5.1 MW/km2 --- config/config.default.yaml | 2 +- doc/release_notes.rst | 2 ++ 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 95ae738e..ba41fe5a 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -212,7 +212,7 @@ renewable: orientation: slope: 35. azimuth: 180. - capacity_per_sqkm: 1.7 + capacity_per_sqkm: 5.1 # correction_factor: 0.854337 corine: [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 26, 31, 32] luisa: false # [1111, 1121, 1122, 1123, 1130, 1210, 1221, 1222, 1230, 1241, 1242, 1310, 1320, 1330, 1410, 1421, 1422, 2110, 2120, 2130, 2210, 2220, 2230, 2310, 2410, 2420, 3210, 3320, 3330] diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 01833ccc..33857780 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,8 @@ Release Notes Upcoming Release ================ +* Increase deployment density of solar to 5.1 MW/sqkm by default. + * Default to full electrification of land transport by 2050. * Default to approximating transmission losses in HVAC lines From 608a12fed26ad22e64c2dfc341163830000ae62c Mon Sep 17 00:00:00 2001 From: Fabian Date: Wed, 27 Sep 2023 11:53:00 +0200 Subject: [PATCH 079/114] prepare_sector: allow planning_horizons wc to be a scalar value --- scripts/prepare_sector_network.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 17eb832d..79bc67e9 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -286,6 +286,8 @@ def build_carbon_budget(o, input_eurostat, fn, emissions_scope, report_year): ) planning_horizons = snakemake.params.planning_horizons + if not isinstance(planning_horizons, list): + planning_horizons = [planning_horizons] t_0 = planning_horizons[0] if "be" in o: From b135a0cc01a76dbe81ffcdc3ca5cdc63891ab846 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 19:42:22 +0100 Subject: [PATCH 080/114] build_ship_raster: performance improvement --- scripts/build_ship_raster.py | 16 +++++++++------- 1 file changed, 9 insertions(+), 7 deletions(-) diff --git a/scripts/build_ship_raster.py b/scripts/build_ship_raster.py index 02f4d5d5..7025e85d 100644 --- a/scripts/build_ship_raster.py +++ b/scripts/build_ship_raster.py @@ -62,11 +62,13 @@ if __name__ == "__main__": xs, Xs, ys, Ys = zip(*(determine_cutout_xXyY(cutout) for cutout in cutouts)) with zipfile.ZipFile(snakemake.input.ship_density) as zip_f: - zip_f.extract("shipdensity_global.tif") - with rioxarray.open_rasterio("shipdensity_global.tif") as ship_density: - ship_density = ship_density.drop_vars(["band"]).sel( - x=slice(min(xs), max(Xs)), y=slice(max(Ys), min(ys)) - ) - ship_density.rio.to_raster(snakemake.output[0]) + resources = Path(snakemake.output[0]).parent + fn = "shipdensity_global.tif" + zip_f.extract(fn, resources) + with rioxarray.open_rasterio(resources / fn) as ship_density: + ship_density = ship_density.drop_vars(["band"]).sel( + x=slice(min(xs), max(Xs)), y=slice(max(Ys), min(ys)) + ) + ship_density.rio.to_raster(snakemake.output[0]) - os.remove("shipdensity_global.tif") + (resources / fn).unlink() From c1f527b663b5e9f11f283f2052ab23eaba3c9788 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 19:44:29 +0100 Subject: [PATCH 081/114] build_ship_raster: adjust imports --- scripts/build_ship_raster.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_ship_raster.py b/scripts/build_ship_raster.py index 7025e85d..da8c8b28 100644 --- a/scripts/build_ship_raster.py +++ b/scripts/build_ship_raster.py @@ -42,8 +42,8 @@ Description """ import logging -import os import zipfile +from pathlib import Path import rioxarray from _helpers import configure_logging From 254d50b1b4dc35d7db3b8cdc56ba99b798df3546 Mon Sep 17 00:00:00 2001 From: Fabian Date: Mon, 18 Sep 2023 12:25:04 +0200 Subject: [PATCH 082/114] prepare sectors: allow for updating co2 network costs --- Snakefile | 1 + config/config.default.yaml | 2 ++ scripts/prepare_sector_network.py | 47 ++++++++++++++++++++++++++----- scripts/solve_network.py | 8 +++--- 4 files changed, 47 insertions(+), 11 deletions(-) diff --git a/Snakefile b/Snakefile index 14ce0e40..f6e581a4 100644 --- a/Snakefile +++ b/Snakefile @@ -125,6 +125,7 @@ rule sync: shell: """ rsync -uvarh --ignore-missing-args --files-from=.sync-send . {params.cluster} + rsync -uvarh --no-g {params.cluster}/resources . || echo "No resources directory, skipping rsync rsync -uvarh --no-g {params.cluster}/results . || echo "No results directory, skipping rsync" rsync -uvarh --no-g {params.cluster}/logs . || echo "No logs directory, skipping rsync" """ diff --git a/config/config.default.yaml b/config/config.default.yaml index ba41fe5a..331f7382 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -478,6 +478,7 @@ sector: co2_sequestration_lifetime: 50 co2_spatial: false co2network: false + co2_network_cost_factor: 1 cc_fraction: 0.9 hydrogen_underground_storage: true hydrogen_underground_storage_locations: @@ -985,6 +986,7 @@ plotting: CO2 sequestration: '#f29dae' DAC: '#ff5270' co2 stored: '#f2385a' + co2 sequestered: '#f2682f' co2: '#f29dae' co2 vent: '#ffd4dc' CO2 pipeline: '#f5627f' diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 79bc67e9..b0d0a4e6 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -549,7 +549,7 @@ def patch_electricity_network(n): n.loads_t.p_set.rename(lambda x: x.strip(), axis=1, inplace=True) -def add_co2_tracking(n, options): +def add_co2_tracking(n, costs, options): # minus sign because opposite to how fossil fuels used: # CH4 burning puts CH4 down, atmosphere up n.add("Carrier", "co2", co2_emissions=-1.0) @@ -576,6 +576,37 @@ def add_co2_tracking(n, options): unit="t_co2", ) + # add CO2 tanks + n.madd( + "Store", + spatial.co2.nodes, + e_nom_extendable=True, + capital_cost=costs.loc["CO2 storage tank"], + carrier="co2 stored", + bus=spatial.co2.nodes, + ) + n.add("Carrier", "co2 stored") + + # this tracks CO2 stored, e.g. underground + sequestration_buses = spatial.co2.nodes.str.replace(" stored", " sequestered") + n.madd( + "Bus", + sequestration_buses, + location=spatial.co2.locations, + carrier="co2 sequestered", + unit="t_co2", + ) + + n.madd( + "Link", + sequestration_buses, + bus0=spatial.co2.nodes, + bus1=sequestration_buses, + carrier="co2 sequestered", + efficiency=1.0, + p_nom_extendable=True, + ) + if options["regional_co2_sequestration_potential"]["enable"]: upper_limit = ( options["regional_co2_sequestration_potential"]["max_size"] * 1e3 @@ -591,22 +622,22 @@ def add_co2_tracking(n, options): .mul(1e6) / annualiser ) # t - e_nom_max = e_nom_max.rename(index=lambda x: x + " co2 stored") + e_nom_max = e_nom_max.rename(index=lambda x: x + " co2 sequestered") else: e_nom_max = np.inf n.madd( "Store", - spatial.co2.nodes, + sequestration_buses, e_nom_extendable=True, e_nom_max=e_nom_max, capital_cost=options["co2_sequestration_cost"], - carrier="co2 stored", - bus=spatial.co2.nodes, + bus=sequestration_buses, lifetime=options["co2_sequestration_lifetime"], + carrier="co2 sequestered", ) - n.add("Carrier", "co2 stored") + n.add("Carrier", "co2 sequestered") if options["co2_vent"]: n.madd( @@ -635,6 +666,8 @@ def add_co2_network(n, costs): * co2_links.length ) capital_cost = cost_onshore + cost_submarine + cost_factor = snakemake.config["sector"]["co2_network_cost_factor"] + capital_cost *= cost_factor n.madd( "Link", @@ -3626,7 +3659,7 @@ if __name__ == "__main__": for carrier in conventional: add_carrier_buses(n, carrier) - add_co2_tracking(n, options) + add_co2_tracking(n, costs, options) add_generation(n, costs) diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 203d8b0f..2bbd0164 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -202,10 +202,10 @@ def add_co2_sequestration_limit(n, config, limit=200): n.madd( "GlobalConstraint", names, - sense="<=", - constant=limit, - type="primary_energy", - carrier_attribute="co2_absorptions", + sense=">=", + constant=-limit, + type="operational_limit", + carrier_attribute="co2 sequestered", investment_period=periods, ) From 2d027e80c3561f60ac293edffce3ab3c69981842 Mon Sep 17 00:00:00 2001 From: Fabian Date: Tue, 19 Sep 2023 12:22:16 +0200 Subject: [PATCH 083/114] fix capital costs of co2 tanks --- Snakefile | 2 +- scripts/prepare_sector_network.py | 6 +++--- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/Snakefile b/Snakefile index f6e581a4..7c16ff9f 100644 --- a/Snakefile +++ b/Snakefile @@ -125,7 +125,7 @@ rule sync: shell: """ rsync -uvarh --ignore-missing-args --files-from=.sync-send . {params.cluster} - rsync -uvarh --no-g {params.cluster}/resources . || echo "No resources directory, skipping rsync + rsync -uvarh --no-g {params.cluster}/resources . || echo "No resources directory, skipping rsync" rsync -uvarh --no-g {params.cluster}/results . || echo "No results directory, skipping rsync" rsync -uvarh --no-g {params.cluster}/logs . || echo "No logs directory, skipping rsync" """ diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index b0d0a4e6..4cfaa95f 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -567,7 +567,7 @@ def add_co2_tracking(n, costs, options): bus="co2 atmosphere", ) - # this tracks CO2 stored, e.g. underground + # add CO2 tanks n.madd( "Bus", spatial.co2.nodes, @@ -576,13 +576,13 @@ def add_co2_tracking(n, costs, options): unit="t_co2", ) - # add CO2 tanks n.madd( "Store", spatial.co2.nodes, e_nom_extendable=True, - capital_cost=costs.loc["CO2 storage tank"], + capital_cost=costs.at["CO2 storage tank", "fixed"], carrier="co2 stored", + e_cyclic=True, bus=spatial.co2.nodes, ) n.add("Carrier", "co2 stored") From c71c4e75675638e55a56336d13ac3dbb3e0cbf6c Mon Sep 17 00:00:00 2001 From: Fabian Date: Wed, 20 Sep 2023 15:27:09 +0200 Subject: [PATCH 084/114] add biomass constraint for biomass spatial enabled --- scripts/prepare_sector_network.py | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 4cfaa95f..feb3faef 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2330,6 +2330,14 @@ def add_biomass(n, costs): marginal_cost=costs.at["solid biomass", "fuel"] + bus_transport_costs * average_distance, ) + n.add( + "GlobalConstraint", + "biomass limit", + carrier_attribute="solid biomass", + sense="<=", + constant=biomass_potentials["solid biomass"].sum(), + type="operational_limit", + ) # AC buses with district heating urban_central = n.buses.index[n.buses.carrier == "urban central heat"] From be5331c89c8aeabd64108d1c15827da47519c43a Mon Sep 17 00:00:00 2001 From: Fabian Date: Fri, 22 Sep 2023 10:51:36 +0200 Subject: [PATCH 085/114] formulate sequestration limit constraint as operational_limit constraint --- scripts/prepare_sector_network.py | 2 +- scripts/solve_network.py | 5 +---- 2 files changed, 2 insertions(+), 5 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index feb3faef..0caf45dd 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -587,7 +587,7 @@ def add_co2_tracking(n, costs, options): ) n.add("Carrier", "co2 stored") - # this tracks CO2 stored, e.g. underground + # this tracks CO2 sequestered, e.g. underground sequestration_buses = spatial.co2.nodes.str.replace(" stored", " sequestered") n.madd( "Bus", diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 2bbd0164..e76d4004 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -182,9 +182,6 @@ def add_co2_sequestration_limit(n, config, limit=200): """ Add a global constraint on the amount of Mt CO2 that can be sequestered. """ - n.carriers.loc["co2 stored", "co2_absorptions"] = -1 - n.carriers.co2_absorptions = n.carriers.co2_absorptions.fillna(0) - limit = limit * 1e6 for o in opts: if "seq" not in o: @@ -396,7 +393,7 @@ def prepare_network( if snakemake.params["sector"]["limit_max_growth"]["enable"]: n = add_max_growth(n, config) - if n.stores.carrier.eq("co2 stored").any(): + if n.stores.carrier.eq("co2 sequestered").any(): limit = co2_sequestration_potential add_co2_sequestration_limit(n, config, limit=limit) From 4e03e5a7ecb8165306087bad6413d4e9eb2f8ce3 Mon Sep 17 00:00:00 2001 From: Fabian Date: Thu, 5 Oct 2023 16:07:04 +0200 Subject: [PATCH 086/114] prepare_sector: add VOM for FT and methanolization, always use `.at` accessor for costs --- scripts/prepare_sector_network.py | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 0caf45dd..3a3c9992 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -102,7 +102,10 @@ def define_spatial(nodes, options): spatial.gas.biogas = ["EU biogas"] spatial.gas.industry = ["gas for industry"] spatial.gas.biogas_to_gas = ["EU biogas to gas"] - spatial.gas.biogas_to_gas_cc = ["EU biogas to gas CC"] + if options.get("biomass_spatial", options["biomass_transport"]): + spatial.gas.biogas_to_gas_cc = nodes + " biogas to gas CC" + else: + spatial.gas.biogas_to_gas_cc = ["EU biogas to gas CC"] if options.get("co2_spatial", options["co2network"]): spatial.gas.industry_cc = nodes + " gas for industry CC" else: @@ -2257,13 +2260,12 @@ def add_biomass(n, costs): # Assuming for costs that the CO2 from upgrading is pure, such as in amine scrubbing. I.e., with and without CC is # equivalent. Adding biomass CHP capture because biogas is often small-scale and decentral so further # from e.g. CO2 grid or buyers. This is a proxy for the added cost for e.g. a raw biogas pipeline to a central upgrading facility - n.madd( "Link", spatial.gas.biogas_to_gas_cc, bus0=spatial.gas.biogas, bus1=spatial.gas.nodes, - bus2="co2 stored", + bus2=spatial.co2.nodes, bus3="co2 atmosphere", carrier="biogas to gas CC", capital_cost=costs.at["biogas CC", "fixed"] @@ -2734,6 +2736,7 @@ def add_industry(n, costs): carrier="methanolisation", p_nom_extendable=True, p_min_pu=options.get("min_part_load_methanolisation", 0), + marginal_cost=options["MWh_MeOH_per_MWh_H2"] * costs.at["fuel cell", "VOM"], capital_cost=costs.at["methanolisation", "fixed"] * options["MWh_MeOH_per_MWh_H2"], # EUR/MW_H2/a marginal_cost=options["MWh_MeOH_per_MWh_H2"] From 6078b4626239ef94984a08bc16ac19b5b2e9244b Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 20:04:56 +0100 Subject: [PATCH 087/114] remove duplicate marginal_cost for methanolisation from merge --- scripts/prepare_sector_network.py | 1 - 1 file changed, 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 3a3c9992..0cb9759c 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2736,7 +2736,6 @@ def add_industry(n, costs): carrier="methanolisation", p_nom_extendable=True, p_min_pu=options.get("min_part_load_methanolisation", 0), - marginal_cost=options["MWh_MeOH_per_MWh_H2"] * costs.at["fuel cell", "VOM"], capital_cost=costs.at["methanolisation", "fixed"] * options["MWh_MeOH_per_MWh_H2"], # EUR/MW_H2/a marginal_cost=options["MWh_MeOH_per_MWh_H2"] From af7c1b15e6b9268a2948cfd9bd8f7c8752920e26 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 20:10:05 +0100 Subject: [PATCH 088/114] add documentation --- doc/configtables/sector.csv | 1 + 1 file changed, 1 insertion(+) diff --git a/doc/configtables/sector.csv b/doc/configtables/sector.csv index 5e2514e4..90979180 100644 --- a/doc/configtables/sector.csv +++ b/doc/configtables/sector.csv @@ -93,6 +93,7 @@ co2_sequestration_cost,currency/tCO2,float,The cost of sequestering a ton of CO2 co2_spatial,--,"{true, false}","Add option to spatially resolve carrier representing stored carbon dioxide. This allows for more detailed modelling of CCUTS, e.g. regarding the capturing of industrial process emissions, usage as feedstock for electrofuels, transport of carbon dioxide, and geological sequestration sites." ,,, co2network,--,"{true, false}",Add option for planning a new carbon dioxide transmission network +co2_network_cost_factor,p.u.,float,The cost factor for the capital cost of the carbon dioxide transmission network ,,, cc_fraction,--,float,The default fraction of CO2 captured with post-combustion capture hydrogen_underground _storage,--,"{true, false}",Add options for storing hydrogen underground. Storage potential depends regionally. From 48832874171601e2eec0bf2b7512ae5a4ce718e1 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 4 Jan 2024 19:10:04 +0000 Subject: [PATCH 089/114] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/common.smk | 2 +- scripts/add_brownfield.py | 4 +--- scripts/prepare_sector_network.py | 6 ++++-- scripts/solve_network.py | 2 +- 4 files changed, 7 insertions(+), 7 deletions(-) diff --git a/rules/common.smk b/rules/common.smk index 0e85b620..2298ff91 100644 --- a/rules/common.smk +++ b/rules/common.smk @@ -4,7 +4,7 @@ import os, sys, glob -helper_source_path = [match for match in glob.glob('**/_helpers.py', recursive=True)] +helper_source_path = [match for match in glob.glob("**/_helpers.py", recursive=True)] for path in helper_source_path: path = os.path.dirname(os.path.abspath(path)) diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index e151c441..cb1f51c8 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -133,9 +133,7 @@ def disable_grid_expansion_if_LV_limit_hit(n): # allow small numerical differences if lv_limit - total_expansion < 1: - logger.info( - f"LV is already reached, disabling expansion and LV limit" - ) + logger.info(f"LV is already reached, disabling expansion and LV limit") extendable_acs = n.lines.query("s_nom_extendable").index n.lines.loc[extendable_acs, "s_nom_extendable"] = False n.lines.loc[extendable_acs, "s_nom"] = n.lines.loc[extendable_acs, "s_nom_min"] diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 3a3c9992..ec76399d 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3044,8 +3044,9 @@ def add_industry(n, costs): if options["co2_spatial"] or options["co2network"]: p_set = ( - -industrial_demand.loc[nodes, "process emission"] - .rename(index=lambda x: x + " process emissions") + -industrial_demand.loc[nodes, "process emission"].rename( + index=lambda x: x + " process emissions" + ) / nhours ) else: @@ -3458,6 +3459,7 @@ def cluster_heat_buses(n): pnl = c.pnl agg = define_clustering(pd.Index(pnl.keys()), aggregate_dict) for k in pnl.keys(): + def renamer(s): return s.replace("residential ", "").replace("services ", "") diff --git a/scripts/solve_network.py b/scripts/solve_network.py index e76d4004..36b53086 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -853,7 +853,7 @@ def solve_network(n, config, solving, opts="", **kwargs): kwargs["assign_all_duals"] = cf_solving.get("assign_all_duals", False) if kwargs["solver_name"] == "gurobi": - logging.getLogger('gurobipy').setLevel(logging.CRITICAL) + logging.getLogger("gurobipy").setLevel(logging.CRITICAL) rolling_horizon = cf_solving.pop("rolling_horizon", False) skip_iterations = cf_solving.pop("skip_iterations", False) From becba42a88669c5e59fbb127336a67cf5498da49 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 20:15:00 +0100 Subject: [PATCH 090/114] add release notes --- doc/release_notes.rst | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 33857780..88f05854 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,13 @@ Release Notes Upcoming Release ================ +* Distinguish between stored and sequestered CO2. Stored CO2 is stored + overground in tanks and can be used for CCU (e.g. methanolisation). + Sequestered CO2 is stored underground and can no longer be used for CCU. This + distinction is made because storage in tanks is more expensive than + underground storage. The link that connects stored and sequestered CO2 is + unidirectional. + * Increase deployment density of solar to 5.1 MW/sqkm by default. * Default to full electrification of land transport by 2050. From 0534f574e9ef15b59d475991080fd2c47c8cd2c0 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 4 Jan 2024 19:18:07 +0000 Subject: [PATCH 091/114] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/common.smk | 2 +- scripts/add_brownfield.py | 4 +--- scripts/prepare_sector_network.py | 6 ++++-- scripts/solve_network.py | 2 +- 4 files changed, 7 insertions(+), 7 deletions(-) diff --git a/rules/common.smk b/rules/common.smk index 0e85b620..2298ff91 100644 --- a/rules/common.smk +++ b/rules/common.smk @@ -4,7 +4,7 @@ import os, sys, glob -helper_source_path = [match for match in glob.glob('**/_helpers.py', recursive=True)] +helper_source_path = [match for match in glob.glob("**/_helpers.py", recursive=True)] for path in helper_source_path: path = os.path.dirname(os.path.abspath(path)) diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index e151c441..cb1f51c8 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -133,9 +133,7 @@ def disable_grid_expansion_if_LV_limit_hit(n): # allow small numerical differences if lv_limit - total_expansion < 1: - logger.info( - f"LV is already reached, disabling expansion and LV limit" - ) + logger.info(f"LV is already reached, disabling expansion and LV limit") extendable_acs = n.lines.query("s_nom_extendable").index n.lines.loc[extendable_acs, "s_nom_extendable"] = False n.lines.loc[extendable_acs, "s_nom"] = n.lines.loc[extendable_acs, "s_nom_min"] diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 79bc67e9..8a45da2e 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3000,8 +3000,9 @@ def add_industry(n, costs): if options["co2_spatial"] or options["co2network"]: p_set = ( - -industrial_demand.loc[nodes, "process emission"] - .rename(index=lambda x: x + " process emissions") + -industrial_demand.loc[nodes, "process emission"].rename( + index=lambda x: x + " process emissions" + ) / nhours ) else: @@ -3414,6 +3415,7 @@ def cluster_heat_buses(n): pnl = c.pnl agg = define_clustering(pd.Index(pnl.keys()), aggregate_dict) for k in pnl.keys(): + def renamer(s): return s.replace("residential ", "").replace("services ", "") diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 203d8b0f..aa802ea8 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -856,7 +856,7 @@ def solve_network(n, config, solving, opts="", **kwargs): kwargs["assign_all_duals"] = cf_solving.get("assign_all_duals", False) if kwargs["solver_name"] == "gurobi": - logging.getLogger('gurobipy').setLevel(logging.CRITICAL) + logging.getLogger("gurobipy").setLevel(logging.CRITICAL) rolling_horizon = cf_solving.pop("rolling_horizon", False) skip_iterations = cf_solving.pop("skip_iterations", False) From 7b1600164fa292eb1ba2288340340deaf1cb3f59 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 4 Jan 2024 19:18:59 +0000 Subject: [PATCH 092/114] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- rules/build_sector.smk | 15 +++++---------- rules/common.smk | 2 +- rules/retrieve.smk | 1 - scripts/add_brownfield.py | 4 +--- scripts/prepare_sector_network.py | 6 ++++-- scripts/solve_network.py | 2 +- 6 files changed, 12 insertions(+), 18 deletions(-) diff --git a/rules/build_sector.smk b/rules/build_sector.smk index 23ea604c..ef2fc6c8 100644 --- a/rules/build_sector.smk +++ b/rules/build_sector.smk @@ -90,13 +90,10 @@ rule build_gas_input_locations: ), entry="data/gas_network/scigrid-gas/data/IGGIELGN_BorderPoints.geojson", storage="data/gas_network/scigrid-gas/data/IGGIELGN_Storages.geojson", - regions_onshore=RESOURCES - + "regions_onshore_elec_s{simpl}_{clusters}.geojson", - regions_offshore=RESOURCES - + "regions_offshore_elec_s{simpl}_{clusters}.geojson", + regions_onshore=RESOURCES + "regions_onshore_elec_s{simpl}_{clusters}.geojson", + regions_offshore=RESOURCES + "regions_offshore_elec_s{simpl}_{clusters}.geojson", output: - gas_input_nodes=RESOURCES - + "gas_input_locations_s{simpl}_{clusters}.geojson", + gas_input_nodes=RESOURCES + "gas_input_locations_s{simpl}_{clusters}.geojson", gas_input_nodes_simplified=RESOURCES + "gas_input_locations_s{simpl}_{clusters}_simplified.csv", resources: @@ -112,10 +109,8 @@ rule build_gas_input_locations: rule cluster_gas_network: input: cleaned_gas_network=RESOURCES + "gas_network.csv", - regions_onshore=RESOURCES - + "regions_onshore_elec_s{simpl}_{clusters}.geojson", - regions_offshore=RESOURCES - + "regions_offshore_elec_s{simpl}_{clusters}.geojson", + regions_onshore=RESOURCES + "regions_onshore_elec_s{simpl}_{clusters}.geojson", + regions_offshore=RESOURCES + "regions_offshore_elec_s{simpl}_{clusters}.geojson", output: clustered_gas_network=RESOURCES + "gas_network_elec_s{simpl}_{clusters}.csv", resources: diff --git a/rules/common.smk b/rules/common.smk index 0e85b620..2298ff91 100644 --- a/rules/common.smk +++ b/rules/common.smk @@ -4,7 +4,7 @@ import os, sys, glob -helper_source_path = [match for match in glob.glob('**/_helpers.py', recursive=True)] +helper_source_path = [match for match in glob.glob("**/_helpers.py", recursive=True)] for path in helper_source_path: path = os.path.dirname(os.path.abspath(path)) diff --git a/rules/retrieve.smk b/rules/retrieve.smk index 198edf97..7a180e22 100644 --- a/rules/retrieve.smk +++ b/rules/retrieve.smk @@ -163,7 +163,6 @@ if config["enable"]["retrieve"] and config["enable"].get( if config["enable"]["retrieve"]: - datafiles = [ "IGGIELGN_LNGs.geojson", "IGGIELGN_BorderPoints.geojson", diff --git a/scripts/add_brownfield.py b/scripts/add_brownfield.py index e151c441..cb1f51c8 100644 --- a/scripts/add_brownfield.py +++ b/scripts/add_brownfield.py @@ -133,9 +133,7 @@ def disable_grid_expansion_if_LV_limit_hit(n): # allow small numerical differences if lv_limit - total_expansion < 1: - logger.info( - f"LV is already reached, disabling expansion and LV limit" - ) + logger.info(f"LV is already reached, disabling expansion and LV limit") extendable_acs = n.lines.query("s_nom_extendable").index n.lines.loc[extendable_acs, "s_nom_extendable"] = False n.lines.loc[extendable_acs, "s_nom"] = n.lines.loc[extendable_acs, "s_nom_min"] diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 17eb832d..70f57953 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -2998,8 +2998,9 @@ def add_industry(n, costs): if options["co2_spatial"] or options["co2network"]: p_set = ( - -industrial_demand.loc[nodes, "process emission"] - .rename(index=lambda x: x + " process emissions") + -industrial_demand.loc[nodes, "process emission"].rename( + index=lambda x: x + " process emissions" + ) / nhours ) else: @@ -3412,6 +3413,7 @@ def cluster_heat_buses(n): pnl = c.pnl agg = define_clustering(pd.Index(pnl.keys()), aggregate_dict) for k in pnl.keys(): + def renamer(s): return s.replace("residential ", "").replace("services ", "") diff --git a/scripts/solve_network.py b/scripts/solve_network.py index 203d8b0f..aa802ea8 100644 --- a/scripts/solve_network.py +++ b/scripts/solve_network.py @@ -856,7 +856,7 @@ def solve_network(n, config, solving, opts="", **kwargs): kwargs["assign_all_duals"] = cf_solving.get("assign_all_duals", False) if kwargs["solver_name"] == "gurobi": - logging.getLogger('gurobipy').setLevel(logging.CRITICAL) + logging.getLogger("gurobipy").setLevel(logging.CRITICAL) rolling_horizon = cf_solving.pop("rolling_horizon", False) skip_iterations = cf_solving.pop("skip_iterations", False) From e594f34e0029ce73a8083e6b28b60315b23b91c0 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 4 Jan 2024 20:30:00 +0100 Subject: [PATCH 093/114] fix sequestration buses string replacement with pd.Index --- scripts/prepare_sector_network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 9fe4c95a..e35d3a64 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -591,7 +591,7 @@ def add_co2_tracking(n, costs, options): n.add("Carrier", "co2 stored") # this tracks CO2 sequestered, e.g. underground - sequestration_buses = spatial.co2.nodes.str.replace(" stored", " sequestered") + sequestration_buses = pd.Index(spatial.co2.nodes).str.replace(" stored", " sequestered") n.madd( "Bus", sequestration_buses, From 29cda7042b2b506001d2955059ca0d6ce75f1d0c Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 4 Jan 2024 19:30:29 +0000 Subject: [PATCH 094/114] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/prepare_sector_network.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index e35d3a64..51ab52d9 100644 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -591,7 +591,9 @@ def add_co2_tracking(n, costs, options): n.add("Carrier", "co2 stored") # this tracks CO2 sequestered, e.g. underground - sequestration_buses = pd.Index(spatial.co2.nodes).str.replace(" stored", " sequestered") + sequestration_buses = pd.Index(spatial.co2.nodes).str.replace( + " stored", " sequestered" + ) n.madd( "Bus", sequestration_buses, From 558763e40ce651062449f1b113d3e306bd4ccce1 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 5 Jan 2024 14:32:37 +0100 Subject: [PATCH 095/114] add release notes --- config/config.default.yaml | 1 - doc/release_notes.rst | 5 +++++ 2 files changed, 5 insertions(+), 1 deletion(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index a5e49539..b9e8dc91 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -90,7 +90,6 @@ co2_budget: # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#electricity electricity: - voltages: [220., 300., 380.] voltages: [220., 300., 380., 500., 750.] gaslimit_enable: false gaslimit: false diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 88f05854..7a045866 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,11 @@ Release Notes Upcoming Release ================ +* More wildcard options now have a corresponding config entry. If the wildcard + is given, then its value is used. If the wildcard is not given but the options + in config are enabled, then the value from config is used. If neither is + given, the options are skipped. + * Distinguish between stored and sequestered CO2. Stored CO2 is stored overground in tanks and can be used for CCU (e.g. methanolisation). Sequestered CO2 is stored underground and can no longer be used for CCU. This From b6cba0388c3ba7a8b6b05b4c8c8283022d616d2e Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 5 Jan 2024 14:34:48 +0100 Subject: [PATCH 096/114] do not skip gas generator --- scripts/prepare_sector_network.py | 3 --- 1 file changed, 3 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 0fb9729a..43b09375 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -497,9 +497,6 @@ def add_carrier_buses(n, carrier, nodes=None): capital_cost=capital_cost, ) - if carrier == "gas": - return - n.madd( "Generator", nodes, From de2f9cf46de39c75a18d5dd88a688578961e0134 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 5 Jan 2024 14:38:15 +0100 Subject: [PATCH 097/114] add release notes --- doc/release_notes.rst | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 03d9318d..cc1ecdf0 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,6 +10,14 @@ Release Notes Upcoming Release ================ +* Add separate option to add resistive heaters to the technology choices + (``sector: resistive_heaters:``). Previously they were always added when + boilers were added. + +* Resolve code issues for endogenous building retrofitting. Select correct + sector names, address deprecations, distinguish between district heating, decentral + heating in urban areas or rural areas for floor area calculations. + * Remove all negative loads on the ``co2 atmosphere`` bus representing emissions for e.g. fixed fossil demands for transport oil. Instead these are handled more transparently with a fixed transport oil demand and a link taking care of From db54006ac8e0cedb0e8302a5681130e9b91b1d75 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 5 Jan 2024 14:46:02 +0100 Subject: [PATCH 098/114] add exogenous transitions in 5-year steps --- config/config.default.yaml | 21 +++++++++++++++++++++ 1 file changed, 21 insertions(+) diff --git a/config/config.default.yaml b/config/config.default.yaml index 17eac834..bc067266 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -368,8 +368,11 @@ sector: potential: 0.6 progress: 2020: 0.0 + 2025: 0.15 2030: 0.3 + 2035: 0.45 2040: 0.6 + 2045: 0.8 2050: 1.0 district_heating_loss: 0.15 cluster_heat_buses: false @@ -392,18 +395,27 @@ sector: v2g: true land_transport_fuel_cell_share: 2020: 0 + 2025: 0 2030: 0 + 2035: 0 2040: 0 + 2045: 0 2050: 0 land_transport_electric_share: 2020: 0 + 2025: 0.15 2030: 0.3 + 2035: 0.45 2040: 0.7 + 2045: 0.85 2050: 1 land_transport_ice_share: 2020: 1 + 2025: 0.85 2030: 0.7 + 2035: 0.55 2040: 0.3 + 2045: 0.15 2050: 0 transport_fuel_cell_efficiency: 0.5 transport_internal_combustion_efficiency: 0.3 @@ -417,18 +429,27 @@ sector: shipping_hydrogen_liquefaction: false shipping_hydrogen_share: 2020: 0 + 2025: 0 2030: 0 + 2035: 0 2040: 0 + 2045: 0 2050: 0 shipping_methanol_share: 2020: 0 + 2025: 0.15 2030: 0.3 + 2035: 0.5 2040: 0.7 + 2045: 0.85 2050: 1 shipping_oil_share: 2020: 1 + 2025: 0.85 2030: 0.7 + 2035: 0.5 2040: 0.3 + 2045: 0.15 2050: 0 shipping_methanol_efficiency: 0.46 shipping_oil_efficiency: 0.40 From 66c9513fbd58ed9c3a70a1bfefe46dc454ca4c8c Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 5 Jan 2024 17:20:52 +0100 Subject: [PATCH 099/114] prepare release notes and amend documentation --- CITATION.cff | 2 +- config/config.default.yaml | 2 +- doc/conf.py | 4 +- doc/configtables/costs.csv | 1 + doc/configtables/sector.csv | 8 + doc/foresight.rst | 2 +- doc/preparation.rst | 13 + doc/release_notes.rst | 354 ++++++++++++------ scripts/build_monthly_prices.py | 2 - .../determine_availability_matrix_MD_UA.py | 3 + 10 files changed, 274 insertions(+), 117 deletions(-) diff --git a/CITATION.cff b/CITATION.cff index c80b73ef..f8b28b5f 100644 --- a/CITATION.cff +++ b/CITATION.cff @@ -6,7 +6,7 @@ cff-version: 1.1.0 message: "If you use this package, please cite it in the following way." title: "PyPSA-Eur: An open sector-coupled optimisation model of the European energy system" repository: https://github.com/pypsa/pypsa-eur -version: 0.8.1 +version: 0.9.0 license: MIT authors: - family-names: Brown diff --git a/config/config.default.yaml b/config/config.default.yaml index bc067266..c59ff394 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -3,7 +3,7 @@ # SPDX-License-Identifier: CC0-1.0 # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#top-level-configuration -version: 0.8.1 +version: 0.9.0 tutorial: false logging: diff --git a/doc/conf.py b/doc/conf.py index 1ddae466..fe577ac7 100644 --- a/doc/conf.py +++ b/doc/conf.py @@ -80,9 +80,9 @@ author = "Tom Brown (KIT, TUB, FIAS), Jonas Hoersch (KIT, FIAS), Fabian Hofmann # built documents. # # The short X.Y version. -version = "0.8" +version = "0.9" # The full version, including alpha/beta/rc tags. -release = "0.8.1" +release = "0.9.0" # The language for content autogenerated by Sphinx. Refer to documentation # for a list of supported languages. diff --git a/doc/configtables/costs.csv b/doc/configtables/costs.csv index e307985d..b69c0bf9 100644 --- a/doc/configtables/costs.csv +++ b/doc/configtables/costs.csv @@ -2,6 +2,7 @@ year,--,YYYY; e.g. '2030',Year for which to retrieve cost assumptions of ``resources/costs.csv``. version,--,vX.X.X; e.g. 'v0.5.0',Version of ``technology-data`` repository to use. rooftop_share,--,float,Share of rooftop PV when calculating capital cost of solar (joint rooftop and utility-scale PV). +social_discountrate,p.u.,float,Social discount rate to compare costs in different investment periods. 0.02 corresponds to a social discount rate of 2%. fill_values,--,float,Default values if not specified for a technology in ``resources/costs.csv``. capital_cost,EUR/MW,Keys should be in the 'technology' column of ``resources/costs.csv``. Values can be any float.,"For the given technologies, assumptions about their capital investment costs are set to the corresponding value. Optional; overwrites cost assumptions from ``resources/costs.csv``." marginal_cost,EUR/MWh,Keys should be in the 'technology' column of ``resources/costs.csv``. Values can be any float.,"For the given technologies, assumptions about their marginal operating costs are set to the corresponding value. Optional; overwrites cost assumptions from ``resources/costs.csv``." diff --git a/doc/configtables/sector.csv b/doc/configtables/sector.csv index b6a10d43..be096974 100644 --- a/doc/configtables/sector.csv +++ b/doc/configtables/sector.csv @@ -91,6 +91,7 @@ regional_co2 _sequestration_potential,,, -- years_of_storage,years,float,The years until potential exhausted at optimised annual rate co2_sequestration_potential,MtCO2/a,float,The potential of sequestering CO2 in Europe per year co2_sequestration_cost,currency/tCO2,float,The cost of sequestering a ton of CO2 +co2_sequestration_lifetime,years,int,The lifetime of a CO2 sequestration site co2_spatial,--,"{true, false}","Add option to spatially resolve carrier representing stored carbon dioxide. This allows for more detailed modelling of CCUTS, e.g. regarding the capturing of industrial process emissions, usage as feedstock for electrofuels, transport of carbon dioxide, and geological sequestration sites." ,,, co2network,--,"{true, false}",Add option for planning a new carbon dioxide transmission network @@ -130,3 +131,10 @@ biogas_upgrading_cc,--,"{true, false}",Add option to capture CO2 from biomass up conventional_generation,,,Add a more detailed description of conventional carriers. Any power generation requires the consumption of fuel from nodes representing that fuel. biomass_to_liquid,--,"{true, false}",Add option for transforming solid biomass into liquid fuel with the same properties as oil biosng,--,"{true, false}",Add option for transforming solid biomass into synthesis gas with the same properties as natural gas +limit_max_growth,,, +-- enable,--,"{true, false}",Add option to limit the maximum growth of a carrier +-- factor,p.u.,float,The maximum growth factor of a carrier (e.g. 1.3 allows 30% larger than max historic growth) +-- max_growth,,, +-- -- {carrier},GW,float,The historic maximum growth of a carrier +-- max_relative_growth, +-- -- {carrier},p.u.,float,The historic maximum relative growth of a carrier \ No newline at end of file diff --git a/doc/foresight.rst b/doc/foresight.rst index dd1e0ecc..f8ea6108 100644 --- a/doc/foresight.rst +++ b/doc/foresight.rst @@ -41,7 +41,7 @@ Perfect foresight scenarios .. warning:: - Perfect foresight is currently implemented as a first test version. + Perfect foresight is currently implemented as an experimental test version. For running perfect foresight scenarios, you can adjust the ``config/config.perfect.yaml``: diff --git a/doc/preparation.rst b/doc/preparation.rst index 5cdc8031..d8f76839 100644 --- a/doc/preparation.rst +++ b/doc/preparation.rst @@ -94,6 +94,13 @@ Rule ``build_electricity_demand`` .. automodule:: build_electricity_demand +.. _monthlyprices: + +Rule ``build_monthly_prices`` +============================= + +.. automodule:: build_monthly_prices + .. _ship: Rule ``build_ship_raster`` @@ -102,6 +109,12 @@ Rule ``build_ship_raster`` .. automodule:: build_ship_raster +.. _availabilitymatrixmdua: + +Rule ``determine_availability_matrix_MD_UA`` +============================================ + +.. automodule:: determine_availability_matrix_MD_UA .. _renewableprofiles: diff --git a/doc/release_notes.rst b/doc/release_notes.rst index f1b9bcb9..9baeeb88 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -7,110 +7,22 @@ Release Notes ########################################## -Upcoming Release -================ +.. Upcoming Release +.. ================ -* More wildcard options now have a corresponding config entry. If the wildcard - is given, then its value is used. If the wildcard is not given but the options - in config are enabled, then the value from config is used. If neither is - given, the options are skipped. +.. * new features -* Distinguish between stored and sequestered CO2. Stored CO2 is stored - overground in tanks and can be used for CCU (e.g. methanolisation). - Sequestered CO2 is stored underground and can no longer be used for CCU. This - distinction is made because storage in tanks is more expensive than - underground storage. The link that connects stored and sequestered CO2 is - unidirectional. +PyPSA-Eur 0.9.0 (5th January 2024) +================================== -* Increase deployment density of solar to 5.1 MW/sqkm by default. - -* Default to full electrification of land transport by 2050. - -* Default to approximating transmission losses in HVAC lines - (``transmission_losses: 2``). -* Add separate option to add resistive heaters to the technology choices - (``sector: resistive_heaters:``). Previously they were always added when - boilers were added. - -* Resolve code issues for endogenous building retrofitting. Select correct - sector names, address deprecations, distinguish between district heating, decentral - heating in urban areas or rural areas for floor area calculations. - -* Remove all negative loads on the ``co2 atmosphere`` bus representing emissions - for e.g. fixed fossil demands for transport oil. Instead these are handled - more transparently with a fixed transport oil demand and a link taking care of - the emissions to the ``co2 atmosphere`` bus. This is also a preparation for - endogenous transport optimisation, where demand will be subject to - optimisation (e.g. fuel switching in the transport sector). - -* Allow possibility to go from copperplated to regionally resolved methanol and - oil demand with switches ``sector: regional_methanol_demand: true`` and - ``sector: regional_oil_demand: true``. This allows nodal/regional CO2 - constraints to be applied. - -* Process emissions from steam crackers (i.e. naphtha processing for HVC) are now - piped from the consumption link to the process emissions bus where the model - can decide about carbon capture. Previously the process emissions for naphtha - were a fixed load. +**New Features** * Add option to specify losses for bidirectional links, e.g. pipelines or HVDC links, in configuration file under ``sector: transmission_efficiency:``. Users can specify static or length-dependent values as well as a length-dependent electricity demand for compression, which is implemented as a multi-link to the local electricity buses. The bidirectional links will then be split into - two unidirectional links with linked capacities. - -* Pin ``snakemake`` version to below 8.0.0, as the new version is not yet - supported by ``pypsa-eur``. - -* Updated Global Energy Monitor LNG terminal data to March 2023 version. - -* For industry distribution, use EPRTR as fallback if ETS data is not available. - -* The minimum capacity for renewable generators when using the myopic option has been fixed. - -* Files downloaded from zenodo are now write-protected to prevent accidental re-download. - -* Files extracted from sector-coupled data bundle have been moved from ``data/`` to ``data/sector-bundle``. - -* New feature multi-decade optimisation with perfect foresight. - -* It is now possible to specify years for biomass potentials which do not exist - in the JRC-ENSPRESO database, e.g. 2037. These are linearly interpolated. - -* In pathway mode, the biomass potential is linked to the investment year. - -* Rule ``purge`` now initiates a dialog to confirm if purge is desired. - -* Rule ``retrieve_irena`` get updated values for renewables capacities. - -* Rule ``retrieve_wdpa`` updated to not only check for current and previous, but also potentially next months dataset availability. - -* Split configuration to enable SMR and SMR CC. - -* Bugfix: The unit of the capital cost of Haber-Bosch plants was corrected. - -* The configuration setting for country focus weights when clustering the - network has been moved from ``focus_weights:`` to ``clustering: - focus_weights:``. Backwards compatibility to old config files is maintained. - -* Extend options for waste usage from Haber-Bosch, methanolisation and methanation. - -* Use electrolysis waste heat by default. - -* Add new ``sector_opts`` wildcard option "nowasteheat" to disable all waste heat usage. - -* Set minimum part loads for PtX processes to 30% for methanolisation and methanation, and to 70% for Fischer-Tropsch synthesis. - -* Add VOM as marginal cost to PtX processes. - -* Add pelletizing costs for biomass boilers. - -* The ``mock_snakemake`` function can now be used with a Snakefile from a different directory using the new ``root_dir`` argument. - -* Switch to using hydrogen and electricity inputs for Haber-Bosch from https://github.com/PyPSA/technology-data. - -* Add option to capture CO2 contained in biogas when upgrading (``sector: biogas_to_gas_cc``). + two unidirectional links with linked capacities (https://github.com/PyPSA/pypsa-eur/pull/739). * Merged option to extend geographical scope to Ukraine and Moldova. These countries are excluded by default and is currently constrained to power-sector @@ -120,24 +32,21 @@ Upcoming Release Moldova). Moldova can currently only be included in conjunction with Ukraine due to the absence of demand data. The Crimean power system is manually reconnected to the main Ukrainian grid with the configuration option - `reconnect_crimea`. + `reconnect_crimea` (https://github.com/PyPSA/pypsa-eur/pull/321). + +* New experimental support for multi-decade optimisation with perfect foresight + (``foresight: perfect``). Maximum growth rates for carriers, global carbon + budget constraints and emission constraints for particular investment periods. * Add option to reference an additional source file where users can specify custom ``extra_functionality`` constraints in the configuration file. The default setting points to an empty hull at - ``data/custom_extra_functionality.py``. - -* Validate downloads from Zenodo using MD5 checksums. This identifies corrupted - or incomplete downloads. + ``data/custom_extra_functionality.py`` (https://github.com/PyPSA/pypsa-eur/pull/824). * Add locations, capacities and costs of existing gas storage using Global Energy Monitor's `Europe Gas Tracker - `_. - -* Remove HELMETH option. - -* Print Irreducible Infeasible Subset (IIS) if model is infeasible. Only for - solvers with IIS support. + `_ + (https://github.com/PyPSA/pypsa-eur/pull/835). * Add option to use `LUISA Base Map `_ 50m land @@ -147,13 +56,238 @@ Upcoming Release dataset's full advantages, set the excluder resolution to 50m (``excluder_resolution: 50``). For land category codes, see `Annex 1 of the technical documentation - `_. + `_ + (https://github.com/PyPSA/pypsa-eur/pull/842). + +* Add option to capture CO2 contained in biogas when upgrading (``sector: + biogas_to_gas_cc``) (https://github.com/PyPSA/pypsa-eur/pull/615). + +* If load shedding is activated, it is now applied to all carriers, not only + electricity (https://github.com/PyPSA/pypsa-eur/pull/784). + +* Add option for heat vents in district heating (``sector: + central_heat_vent:``). The combination of must-run conditions for some + power-to-X processes, waste heat usage enabled and decreasing heating demand, + can lead to infeasibilities in pathway optimisation for some investment + periods since larger Fischer-Tropsch capacities are needed in early years but + the waste heat exceeds the heat demand in later investment periods. + (https://github.com/PyPSA/pypsa-eur/pull/791). + +* Allow possibility to go from copperplated to regionally resolved methanol and + oil demand with switches ``sector: regional_methanol_demand: true`` and + ``sector: regional_oil_demand: true``. This allows nodal/regional CO2 + constraints to be applied (https://github.com/PyPSA/pypsa-eur/pull/827). + +* Allow retrofitting of existing gas boilers to hydrogen boilers in pathway + optimisation. + +* Add option to add time-varying CO2 emission prices (electricity-only, ``costs: + emission_prices: co2_monthly_prices: true``). This is linked to the new + ``{opts}`` wildcard option ``Ept``. + +* Network clustering can now consider efficiency classes when aggregating + carriers. The option ``clustering: consider_efficiency_classes:`` aggregates + each carriers into the top 10-quantile (high), the bottom 90-quantile (low), + and everything in between (medium). + +* Added option ``conventional: dynamic_fuel_price:`` to consider the monthly + fluctuating fuel prices for conventional generators. Refer to the CSV file + ``data/validation/monthly_fuel_price.csv``. + +* For hydro-electricity, add switches ``flatten_dispatch`` to consider an upper + limit for the hydro dispatch. The limit is given by the average capacity + factor plus the buffer given in ``flatten_dispatch_buffer``. + +* Extend options for waste heat usage from Haber-Bosch, methanolisation and + methanation (https://github.com/PyPSA/pypsa-eur/pull/834). + +* Add new ``sector_opts`` wildcard option "nowasteheat" to disable all waste + heat usage (https://github.com/PyPSA/pypsa-eur/pull/834). + +* Add new rule ``retrieve_irena`` to automatically retrieve up-to-date values + for existing renewables capacities (https://github.com/PyPSA/pypsa-eur/pull/756). + +* Print Irreducible Infeasible Subset (IIS) if model is infeasible. Only for + solvers with IIS support (https://github.com/PyPSA/pypsa-eur/pull/841). + +* More wildcard options now have a corresponding config entry. If the wildcard + is given, then its value is used. If the wildcard is not given but the options + in config are enabled, then the value from config is used. If neither is + given, the options are skipped (https://github.com/PyPSA/pypsa-eur/pull/827). + +* Validate downloads from Zenodo using MD5 checksums. This identifies corrupted + or incomplete downloads (https://github.com/PyPSA/pypsa-eur/pull/821). + +* Add rule ``sync`` to synchronise with a remote machine using the ``rsync`` + library. Configuration settings are found under ``remote:``. + +**Breaking Changes** + +* Remove all negative loads on the ``co2 atmosphere`` bus representing emissions + for e.g. fixed fossil demands for transport oil. Instead these are handled + more transparently with a fixed transport oil demand and a link taking care of + the emissions to the ``co2 atmosphere`` bus. This is also a preparation for + endogenous transport optimisation, where demand will be subject to + optimisation (e.g. fuel switching in the transport sector) + (https://github.com/PyPSA/pypsa-eur/pull/827). + +* Process emissions from steam crackers (i.e. naphtha processing for HVC) are + now piped from the consumption link to the process emissions bus where the + model can decide about carbon capture. Previously the process emissions for + naphtha were a fixed load (https://github.com/PyPSA/pypsa-eur/pull/827). + +* Distinguish between stored and sequestered CO2. Stored CO2 is stored + overground in tanks and can be used for CCU (e.g. methanolisation). + Sequestered CO2 is stored underground and can no longer be used for CCU. This + distinction is made because storage in tanks is more expensive than + underground storage. The link that connects stored and sequestered CO2 is + unidirectional (https://github.com/PyPSA/pypsa-eur/pull/844). + +* Files extracted from sector-coupled data bundle have been moved from ``data/`` + to ``data/sector-bundle``. + +* Split configuration to enable SMR and SMR CC (``sector: smr:`` and ``sector: + smr_cc:``) (https://github.com/PyPSA/pypsa-eur/pull/757). + +* Add separate option to add resistive heaters to the technology choices + (``sector: resistive_heaters:``). Previously they were always added when + boilers were added (https://github.com/PyPSA/pypsa-eur/pull/808). + +* Remove HELMETH option (``sector: helmeth:``). + +* Remove "conservative" renewable potentials estimation option + (https://github.com/PyPSA/pypsa-eur/pull/838). + +**Changes** + +* Updated Global Energy Monitor LNG terminal data to March 2023 version + (https://github.com/PyPSA/pypsa-eur/pull/707). + +* For industry distribution, use EPRTR as fallback if ETS data is not available + (https://github.com/PyPSA/pypsa-eur/pull/721). + +* It is now possible to specify years for biomass potentials which do not exist + in the JRC-ENSPRESO database, e.g. 2037. These are linearly interpolated + (https://github.com/PyPSA/pypsa-eur/pull/744). + +* In pathway mode, the biomass potential is linked to the investment year + (https://github.com/PyPSA/pypsa-eur/pull/744). + +* Increase allowed deployment density of solar to 5.1 MW/sqkm by default. + +* Default to full electrification of land transport by 2050. + +* Provide exogenous transition settings in 5-year steps. + +* Default to approximating transmission losses in HVAC lines + (``transmission_losses: 2``). + +* Use electrolysis waste heat by default. + +* Set minimum part loads for PtX processes to 30% for methanolisation and + methanation, and to 70% for Fischer-Tropsch synthesis. + +* Add VOM as marginal cost to PtX processes + (https://github.com/PyPSA/pypsa-eur/pull/830). + +* Add pelletizing costs for biomass boilers (https://github.com/PyPSA/pypsa-eur/pull/833). + +* Update default offshore wind turbine model to "NREL Reference 2020 ATB 5.5 MW" + (https://github.com/PyPSA/pypsa-eur/pull/832). + +* Switch to using hydrogen and electricity inputs for Haber-Bosch from + https://github.com/PyPSA/technology-data (https://github.com/PyPSA/pypsa-eur/pull/831). + +* The configuration setting for country focus weights when clustering the + network has been moved from ``focus_weights:`` to ``clustering: + focus_weights:``. Backwards compatibility to old config files is maintained + (https://github.com/PyPSA/pypsa-eur/pull/794). + +* The ``mock_snakemake`` function can now be used with a Snakefile from a + different directory using the new ``root_dir`` argument + (https://github.com/PyPSA/pypsa-eur/pull/771). + +* Rule ``purge`` now initiates a dialog to confirm if purge is desired + (https://github.com/PyPSA/pypsa-eur/pull/745). + +* Files downloaded from zenodo are now write-protected to prevent accidental + re-download (https://github.com/PyPSA/pypsa-eur/pull/730). + +* Performance improvements for rule ``build_ship_raster`` + (https://github.com/PyPSA/pypsa-eur/pull/845). + +* Improve time logging in :mod:`build_renewable_profiles` + (https://github.com/PyPSA/pypsa-eur/pull/837). + +* In myopic pathway optimisation, disable power grid expansion if line volume + already hit (https://github.com/PyPSA/pypsa-eur/pull/840). + +* JRC-ENSPRESO data is now downloaded from a Zenodo mirror because the link was + unreliable (https://github.com/PyPSA/pypsa-eur/pull/801). + +* Add focus weights option for clustering to documentation + (https://github.com/PyPSA/pypsa-eur/pull/781). + +* Add proxy for biomass transport costs if no explicit biomass transport network + is considered (https://github.com/PyPSA/pypsa-eur/pull/711). **Bugs and Compatibility** -* A bug preventing custom powerplants specified in ``data/custom_powerplants.csv`` was fixed. (https://github.com/PyPSA/pypsa-eur/pull/732) -* Fix nodal fraction in ``add_existing_year`` when using distributed generators -* Fix typo in buses definition for oil boilers in ``add_industry`` in ``prepare_sector_network`` +* The minimum PyPSA version is now 0.26.1. + +* Update to ``tsam>=0.2.3`` for performance improvents in temporal clustering. + +* Pin ``snakemake`` version to below 8.0.0, as the new version is not yet + supported. The next release will switch to the requirement ``snakemake>=8``. + +* Bugfix: Add coke and coal demand for integrated steelworks + (https://github.com/PyPSA/pypsa-eur/pull/718). + +* Bugfix: Make :mod:`build_renewable_profiles` consider subsets of cutout time + scope (https://github.com/PyPSA/pypsa-eur/pull/709). + +* Bugfix: In :mod:`simplify network`, remove 'underground' column to avoid + consense error (https://github.com/PyPSA/pypsa-eur/pull/714). + +* Bugfix: Fix in :mod:`add_existing_baseyear` to account for the case when there + is no rural heating demand for some nodes in network + (https://github.com/PyPSA/pypsa-eur/pull/706). + +* Bugfix: The unit of the capital cost of Haber-Bosch plants was corrected + (https://github.com/PyPSA/pypsa-eur/pull/829). + +* The minimum capacity for renewable generators when using the myopic option has + been fixed (https://github.com/PyPSA/pypsa-eur/pull/728). + +* Compatibility for running with single node and single country + (https://github.com/PyPSA/pypsa-eur/pull/839). + +* A bug preventing the addition of custom powerplants specified in + ``data/custom_powerplants.csv`` was fixed. + (https://github.com/PyPSA/pypsa-eur/pull/732) + +* Fix nodal fraction in :mod:`add_existing_year` when using distributed + generators (https://github.com/PyPSA/pypsa-eur/pull/798). + +* Bugfix: District heating without progress caused division by zero + (https://github.com/PyPSA/pypsa-eur/pull/796). + +* Bugfix: Drop duplicates in :mod:`build_industrial_distribution_keys`, which + can occur through the geopandas ``.sjoin()`` function if a point is located on + a border (https://github.com/PyPSA/pypsa-eur/pull/726). + +* For network clustering fall back to ``ipopt`` when ``highs`` is designated + solver (https://github.com/PyPSA/pypsa-eur/pull/795). + +* Fix typo in buses definition for oil boilers in ``add_industry`` in + :mod:`prepare_sector_network` (https://github.com/PyPSA/pypsa-eur/pull/812). + +* Resolve code issues for endogenous building retrofitting. Select correct + sector names, address deprecations, distinguish between district heating, + decentral heating in urban areas or rural areas for floor area calculations + (https://github.com/PyPSA/pypsa-eur/pull/808). + +* Addressed various deprecations. PyPSA-Eur 0.8.1 (27th July 2023) diff --git a/scripts/build_monthly_prices.py b/scripts/build_monthly_prices.py index c2e88972..214d39fb 100644 --- a/scripts/build_monthly_prices.py +++ b/scripts/build_monthly_prices.py @@ -6,8 +6,6 @@ #!/usr/bin/env python3 # -*- coding: utf-8 -*- """ -Created on Tue May 16 10:37:35 2023. - This script extracts monthly fuel prices of oil, gas, coal and lignite, as well as CO2 prices diff --git a/scripts/determine_availability_matrix_MD_UA.py b/scripts/determine_availability_matrix_MD_UA.py index 8d10f45d..efe9a712 100644 --- a/scripts/determine_availability_matrix_MD_UA.py +++ b/scripts/determine_availability_matrix_MD_UA.py @@ -2,6 +2,9 @@ # SPDX-FileCopyrightText: : 2017-2023 The PyPSA-Eur Authors # # SPDX-License-Identifier: MIT +""" +Create land elibility analysis for Ukraine and Moldova with different datasets. +""" import functools import logging From b98f1ef9dc7e328393bb0fa2d8f405d868acb398 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 5 Jan 2024 17:33:32 +0100 Subject: [PATCH 100/114] documentation fixes --- config/config.default.yaml | 2 +- doc/configuration.rst | 2 +- doc/img/intro-workflow.png | Bin 205261 -> 232347 bytes doc/index.rst | 20 ++------------------ doc/introduction.rst | 2 +- doc/release_notes.rst | 6 ++---- doc/spatial_resolution.rst | 2 +- graphics/workflow.png | Bin 745458 -> 651103 bytes 8 files changed, 8 insertions(+), 26 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index c59ff394..b16f25f8 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -280,7 +280,7 @@ transformers: s_nom: 2000. type: '' -# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#load +# docs-load in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#load load: power_statistics: true interpolate_limit: 3 diff --git a/doc/configuration.rst b/doc/configuration.rst index ceda1141..92ed269b 100644 --- a/doc/configuration.rst +++ b/doc/configuration.rst @@ -383,7 +383,7 @@ overwrite the existing values. .. literalinclude:: ../config/config.default.yaml :language: yaml - :start-after: type: + :start-after: # docs-load :end-before: # docs .. csv-table:: diff --git a/doc/img/intro-workflow.png b/doc/img/intro-workflow.png index da2c06d8013a713e0451b70910b7ae475f6f1320..27b5a389d97416a5c61710cba4beb41ce90efaa3 100644 GIT binary patch literal 232347 zcmZU*2RzmN`#&xukqFtNB=eXd$qr?Y9DC(ti<0a;l9fAqBr7{)XOr6zva$(D_THP{ zb@cgs|DVU>|GpoO+c`PsJzlSCJg?{VyacPMJR~BZA;7}IB9eb3qk)Bm&yIzKdkr5O z{>3+Y=q~)gGgW*jgLQ`aFSRZ^3JdE7mb{FVrpx=~aaR|Vh3nnZIXZg!m6|`Eq6`rh zZHNRx!kfM<%mM!d2K@6m^W*b!9_E`oWt3$L*v#uTsg205%nh+UwVq_7*j&t#EJRk# zDxQ1II6#>+(!j> z_1~jW^jf&lf8St!A~?P={Lgz6@tf}d^Va8pnYs@1-p4hA@0qak@pCs5Hur6VCv4eI zL-d;FWw}&@qMEr5#<)7PM+c4n{G8>j3OBm;_Y49g7fQ1(U}2eD>xr-6Jk6h!OQGcn zqpFL&-OBuEDLKx7_RB41XR11izaO{6KfjaIh2(aIiF>DiMvmFNLUsSq=Q31@8bY+A z3vBp0*mB!`>y%N=R>tG@>DLZ5+*%jUx4irO$=@^d;Qu2AuO!JH3(ib7pKUuVO9*7~ 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CO2: It can be modeled as a single node for Europe or it can be nodally resolved with CO2 transport pipelines if activated in the `config `_. It should mentioned that in single node mode a transport and storage cost is added for sequestered CO2, the cost of which can be adjusted in the `config `_. -• Liquid hydrocarbons: Modeled as a single node for Europe, since transport costs for liquids are low and no bottlenecks are expected. +• Carbonaceous fuels: Modeled as a single node for Europe by default, since transport costs for liquids are low and no bottlenecks are expected. 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auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- doc/configtables/sector.csv | 2 +- scripts/build_monthly_prices.py | 5 ++--- 2 files changed, 3 insertions(+), 4 deletions(-) diff --git a/doc/configtables/sector.csv b/doc/configtables/sector.csv index be096974..338cf34e 100644 --- a/doc/configtables/sector.csv +++ b/doc/configtables/sector.csv @@ -137,4 +137,4 @@ limit_max_growth,,, -- max_growth,,, -- -- {carrier},GW,float,The historic maximum growth of a carrier -- max_relative_growth, --- -- {carrier},p.u.,float,The historic maximum relative growth of a carrier \ No newline at end of file +-- -- {carrier},p.u.,float,The historic maximum relative growth of a carrier diff --git a/scripts/build_monthly_prices.py b/scripts/build_monthly_prices.py index 214d39fb..1c6d461b 100644 --- a/scripts/build_monthly_prices.py +++ b/scripts/build_monthly_prices.py @@ -6,9 +6,8 @@ #!/usr/bin/env python3 # -*- coding: utf-8 -*- """ -This script extracts monthly fuel prices of oil, gas, coal and lignite, -as well as CO2 prices - +This script extracts monthly fuel prices of oil, gas, coal and lignite, as well +as CO2 prices. Inputs ------ From b2744bc0cad2cf8614291cc84445bf1e51e04fbd Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Fri, 5 Jan 2024 17:36:35 +0100 Subject: [PATCH 102/114] update envs/environment.fixed.yaml --- envs/environment.fixed.yaml | 958 ++++++++++++++++++------------------ 1 file changed, 489 insertions(+), 469 deletions(-) diff --git a/envs/environment.fixed.yaml b/envs/environment.fixed.yaml index ca2ae848..7dd903a3 100644 --- a/envs/environment.fixed.yaml +++ b/envs/environment.fixed.yaml @@ -1,472 +1,492 @@ -# SPDX-FileCopyrightText: : 2017-2023 The PyPSA-Eur Authors -# -# SPDX-License-Identifier: CC0-1.0 - name: pypsa-eur channels: -- bioconda -- http://conda.anaconda.org/gurobi -- conda-forge -- defaults + - bioconda + - gurobi + - http://conda.anaconda.org/gurobi + - conda-forge + - defaults dependencies: -- _libgcc_mutex=0.1 -- _openmp_mutex=4.5 -- affine=2.4.0 -- alsa-lib=1.2.9 -- ampl-mp=3.1.0 -- amply=0.1.6 -- anyio=3.7.1 -- appdirs=1.4.4 -- argon2-cffi=21.3.0 -- argon2-cffi-bindings=21.2.0 -- asttokens=2.2.1 -- async-lru=2.0.3 -- atk-1.0=2.38.0 -- atlite=0.2.11 -- attr=2.5.1 -- attrs=23.1.0 -- aws-c-auth=0.7.0 -- aws-c-cal=0.6.0 -- aws-c-common=0.8.23 -- aws-c-compression=0.2.17 -- aws-c-event-stream=0.3.1 -- aws-c-http=0.7.11 -- aws-c-io=0.13.28 -- aws-c-mqtt=0.8.14 -- aws-c-s3=0.3.13 -- aws-c-sdkutils=0.1.11 -- aws-checksums=0.1.16 -- aws-crt-cpp=0.20.3 -- aws-sdk-cpp=1.10.57 -- babel=2.12.1 -- backcall=0.2.0 -- backports=1.0 -- backports.functools_lru_cache=1.6.5 -- beautifulsoup4=4.12.2 -- bleach=6.0.0 -- blosc=1.21.4 -- bokeh=3.2.1 -- boost-cpp=1.78.0 -- bottleneck=1.3.7 -- branca=0.6.0 -- brotli=1.0.9 -- brotli-bin=1.0.9 -- brotli-python=1.0.9 -- bzip2=1.0.8 -- c-ares=1.19.1 -- c-blosc2=2.10.0 -- ca-certificates=2023.7.22 -- cairo=1.16.0 -- cartopy=0.21.1 -- cdsapi=0.6.1 -- certifi=2023.7.22 -- cffi=1.15.1 -- cfitsio=4.2.0 -- cftime=1.6.2 -- charset-normalizer=3.2.0 -- click=8.1.6 -- click-plugins=1.1.1 -- cligj=0.7.2 -- cloudpickle=2.2.1 -- colorama=0.4.6 -- comm=0.1.3 -- configargparse=1.7 -- connection_pool=0.0.3 -- contourpy=1.1.0 -- country_converter=1.0.0 -- curl=8.2.0 -- cycler=0.11.0 -- cytoolz=0.12.2 -- dask=2023.7.1 -- dask-core=2023.7.1 -- datrie=0.8.2 -- dbus=1.13.6 -- debugpy=1.6.7 -- decorator=5.1.1 -- defusedxml=0.7.1 -- deprecation=2.1.0 -- descartes=1.1.0 -- distributed=2023.7.1 -- distro=1.8.0 -- docutils=0.20.1 -- dpath=2.1.6 -- entrypoints=0.4 -- entsoe-py=0.5.10 -- et_xmlfile=1.1.0 -- exceptiongroup=1.1.2 -- executing=1.2.0 -- expat=2.5.0 -- filelock=3.12.2 -- fiona=1.9.4 -- flit-core=3.9.0 -- folium=0.14.0 -- font-ttf-dejavu-sans-mono=2.37 -- font-ttf-inconsolata=3.000 -- font-ttf-source-code-pro=2.038 -- font-ttf-ubuntu=0.83 -- fontconfig=2.14.2 -- fonts-conda-ecosystem=1 -- fonts-conda-forge=1 -- fonttools=4.41.1 -- freetype=2.12.1 -- freexl=1.0.6 -- fribidi=1.0.10 -- fsspec=2023.6.0 -- gdal=3.7.0 -- gdk-pixbuf=2.42.10 -- geographiclib=1.52 -- geojson-rewind=1.0.2 -- geopandas=0.13.2 -- geopandas-base=0.13.2 -- geopy=2.3.0 -- geos=3.11.2 -- geotiff=1.7.1 -- gettext=0.21.1 -- gflags=2.2.2 -- giflib=5.2.1 -- gitdb=4.0.10 -- gitpython=3.1.32 -- glib=2.76.4 -- glib-tools=2.76.4 -- glog=0.6.0 -- gmp=6.2.1 -- graphite2=1.3.13 -- graphviz=8.1.0 -- gst-plugins-base=1.22.5 -- gstreamer=1.22.5 -- gtk2=2.24.33 -- gts=0.7.6 -- harfbuzz=7.3.0 -- hdf4=4.2.15 -- hdf5=1.14.1 -- humanfriendly=10.0 -- icu=72.1 -- idna=3.4 -- importlib-metadata=6.8.0 -- importlib_metadata=6.8.0 -- importlib_resources=6.0.0 -- iniconfig=2.0.0 -- ipopt=3.14.12 -- ipykernel=6.24.0 -- ipython=8.14.0 -- ipython_genutils=0.2.0 -- ipywidgets=8.0.7 -- jedi=0.18.2 -- jinja2=3.1.2 -- joblib=1.3.0 -- json-c=0.16 -- json5=0.9.14 -- jsonschema=4.18.4 -- jsonschema-specifications=2023.7.1 -- jupyter=1.0.0 -- jupyter-lsp=2.2.0 -- jupyter_client=8.3.0 -- jupyter_console=6.6.3 -- jupyter_core=5.3.1 -- jupyter_events=0.6.3 -- jupyter_server=2.7.0 -- jupyter_server_terminals=0.4.4 -- jupyterlab=4.0.3 -- jupyterlab_pygments=0.2.2 -- jupyterlab_server=2.24.0 -- jupyterlab_widgets=3.0.8 -- kealib=1.5.1 -- keyutils=1.6.1 -- kiwisolver=1.4.4 -- krb5=1.21.1 -- lame=3.100 -- lcms2=2.15 -- ld_impl_linux-64=2.40 -- lerc=4.0.0 -- libabseil=20230125.3 -- libaec=1.0.6 -- libarchive=3.6.2 -- libarrow=12.0.1 -- libblas=3.9.0 -- libbrotlicommon=1.0.9 -- libbrotlidec=1.0.9 -- libbrotlienc=1.0.9 -- libcap=2.67 -- libcblas=3.9.0 -- libclang=15.0.7 -- libclang13=15.0.7 -- libcrc32c=1.1.2 -- libcups=2.3.3 -- libcurl=8.2.0 -- libdeflate=1.18 -- libedit=3.1.20191231 -- libev=4.33 -- libevent=2.1.12 -- libexpat=2.5.0 -- libffi=3.4.2 -- libflac=1.4.3 -- libgcc-ng=13.1.0 -- libgcrypt=1.10.1 -- libgd=2.3.3 -- libgdal=3.7.0 -- libgfortran-ng=13.1.0 -- libgfortran5=13.1.0 -- libglib=2.76.4 -- libgomp=13.1.0 -- libgoogle-cloud=2.12.0 -- libgpg-error=1.47 -- libgrpc=1.56.2 -- libiconv=1.17 -- libjpeg-turbo=2.1.5.1 -- libkml=1.3.0 -- liblapack=3.9.0 -- liblapacke=3.9.0 -- libllvm15=15.0.7 -- libnetcdf=4.9.2 -- libnghttp2=1.52.0 -- libnsl=2.0.0 -- libnuma=2.0.16 -- libogg=1.3.4 -- libopenblas=0.3.23 -- libopus=1.3.1 -- libpng=1.6.39 -- libpq=15.3 -- libprotobuf=4.23.3 -- librsvg=2.56.1 -- librttopo=1.1.0 -- libsndfile=1.2.0 -- libsodium=1.0.18 -- libspatialindex=1.9.3 -- libspatialite=5.0.1 -- libsqlite=3.42.0 -- libssh2=1.11.0 -- libstdcxx-ng=13.1.0 -- libsystemd0=253 -- libthrift=0.18.1 -- libtiff=4.5.1 -- libtool=2.4.7 -- libutf8proc=2.8.0 -- libuuid=2.38.1 -- libvorbis=1.3.7 -- libwebp=1.3.1 -- libwebp-base=1.3.1 -- libxcb=1.15 -- libxkbcommon=1.5.0 -- libxml2=2.11.4 -- libxslt=1.1.37 -- libzip=1.9.2 -- libzlib=1.2.13 -- locket=1.0.0 -- lxml=4.9.3 -- lz4=4.3.2 -- lz4-c=1.9.4 -- lzo=2.10 -- mapclassify=2.5.0 -- markupsafe=2.1.3 -- matplotlib=3.5.3 -- matplotlib-base=3.5.3 -- matplotlib-inline=0.1.6 -- memory_profiler=0.61.0 -- metis=5.1.1 -- mistune=3.0.0 -- mpg123=1.31.3 -- msgpack-python=1.0.5 -- mumps-include=5.2.1 -- mumps-seq=5.2.1 -- munch=4.0.0 -- munkres=1.1.4 -- mysql-common=8.0.33 -- mysql-libs=8.0.33 -- nbclient=0.8.0 -- nbconvert=7.7.2 -- nbconvert-core=7.7.2 -- nbconvert-pandoc=7.7.2 -- nbformat=5.9.1 -- ncurses=6.4 -- nest-asyncio=1.5.6 -- netcdf4=1.6.4 -- networkx=3.1 -- nomkl=1.0 -- notebook=7.0.0 -- notebook-shim=0.2.3 -- nspr=4.35 -- nss=3.89 -- numexpr=2.8.4 -- numpy=1.25.1 -- openjdk=17.0.3 -- openjpeg=2.5.0 -- openpyxl=3.1.2 -- openssl=3.1.1 -- orc=1.9.0 -- overrides=7.3.1 -- packaging=23.1 -- pandas=2.0.3 -- pandoc=3.1.3 -- pandocfilters=1.5.0 -- pango=1.50.14 -- parso=0.8.3 -- partd=1.4.0 -- patsy=0.5.3 -- pcre2=10.40 -- pexpect=4.8.0 -- pickleshare=0.7.5 -- pillow=10.0.0 -- pip=23.2.1 -- pixman=0.40.0 -- pkgutil-resolve-name=1.3.10 -- plac=1.3.5 -- platformdirs=3.9.1 -- pluggy=1.2.0 -- ply=3.11 -- pooch=1.7.0 -- poppler=23.05.0 -- poppler-data=0.4.12 -- postgresql=15.3 -- powerplantmatching=0.5.7 -- progressbar2=4.2.0 -- proj=9.2.1 -- prometheus_client=0.17.1 -- prompt-toolkit=3.0.39 -- prompt_toolkit=3.0.39 -- psutil=5.9.5 -- pthread-stubs=0.4 -- ptyprocess=0.7.0 -- pulp=2.7.0 -- pulseaudio-client=16.1 -- pure_eval=0.2.2 -- py-cpuinfo=9.0.0 -- pyarrow=12.0.1 -- pycountry=22.3.5 -- pycparser=2.21 -- pygments=2.15.1 -- pyomo=6.6.1 -- pyparsing=3.1.0 -- pyproj=3.6.0 -- pyqt=5.15.7 -- pyqt5-sip=12.11.0 -- pyshp=2.3.1 -- pysocks=1.7.1 -- pytables=3.8.0 -- pytest=7.4.0 -- python=3.10.12 -- python-dateutil=2.8.2 -- python-fastjsonschema=2.18.0 -- python-json-logger=2.0.7 -- python-tzdata=2023.3 -- python-utils=3.7.0 -- python_abi=3.10 -- pytz=2023.3 -- pyxlsb=1.0.10 -- pyyaml=6.0 -- pyzmq=25.1.0 -- qt-main=5.15.8 -- qtconsole=5.4.3 -- qtconsole-base=5.4.3 -- qtpy=2.3.1 -- rasterio=1.3.8 -- rdma-core=28.9 -- re2=2023.03.02 -- readline=8.2 -- referencing=0.30.0 -- requests=2.31.0 -- reretry=0.11.8 -- rfc3339-validator=0.1.4 -- rfc3986-validator=0.1.1 -- rioxarray=0.14.1 -- rpds-py=0.9.2 -- rtree=1.0.1 -- s2n=1.3.46 -- scikit-learn=1.3.0 -- scipy=1.11.1 -- scotch=6.0.9 -- seaborn=0.12.2 -- seaborn-base=0.12.2 -- send2trash=1.8.2 -- setuptools=68.0.0 -- setuptools-scm=7.1.0 -- setuptools_scm=7.1.0 -- shapely=2.0.1 -- sip=6.7.10 -- six=1.16.0 -- smart_open=6.3.0 -- smmap=3.0.5 -- snakemake-minimal=7.30.2 -- snappy=1.1.10 -- sniffio=1.3.0 -- snuggs=1.4.7 -- sortedcontainers=2.4.0 -- soupsieve=2.3.2.post1 -- sqlite=3.42.0 -- stack_data=0.6.2 -- statsmodels=0.14.0 -- stopit=1.1.2 -- tabula-py=2.6.0 -- tabulate=0.9.0 -- tblib=1.7.0 -- terminado=0.17.1 -- threadpoolctl=3.2.0 -- throttler=1.2.1 -- tiledb=2.13.2 -- tinycss2=1.2.1 -- tk=8.6.12 -- toml=0.10.2 -- tomli=2.0.1 -- toolz=0.12.0 -- toposort=1.10 -- tornado=6.3.2 -- tqdm=4.65.0 -- traitlets=5.9.0 -- typing-extensions=4.7.1 -- typing_extensions=4.7.1 -- typing_utils=0.1.0 -- tzcode=2023c -- tzdata=2023c -- ucx=1.14.1 -- unicodedata2=15.0.0 -- unidecode=1.3.6 -- unixodbc=2.3.10 -- urllib3=2.0.4 -- wcwidth=0.2.6 -- webencodings=0.5.1 -- websocket-client=1.6.1 -- wheel=0.41.0 -- widgetsnbextension=4.0.8 -- wrapt=1.15.0 -- xarray=2023.7.0 -- xcb-util=0.4.0 -- xcb-util-image=0.4.0 -- xcb-util-keysyms=0.4.0 -- xcb-util-renderutil=0.3.9 -- xcb-util-wm=0.4.1 -- xerces-c=3.2.4 -- xkeyboard-config=2.39 -- xlrd=2.0.1 -- xorg-fixesproto=5.0 -- xorg-inputproto=2.3.2 -- xorg-kbproto=1.0.7 -- xorg-libice=1.1.1 -- xorg-libsm=1.2.4 -- xorg-libx11=1.8.6 -- xorg-libxau=1.0.11 -- xorg-libxdmcp=1.1.3 -- xorg-libxext=1.3.4 -- xorg-libxfixes=5.0.3 -- xorg-libxi=1.7.10 -- xorg-libxrender=0.9.11 -- xorg-libxtst=1.2.3 -- xorg-recordproto=1.14.2 -- xorg-renderproto=0.11.1 -- xorg-xextproto=7.3.0 -- xorg-xf86vidmodeproto=2.3.1 -- xorg-xproto=7.0.31 -- xyzservices=2023.7.0 -- xz=5.2.6 -- yaml=0.2.5 -- yte=1.5.1 -- zeromq=4.3.4 -- zict=3.0.0 -- zipp=3.16.2 -- zlib=1.2.13 -- zlib-ng=2.0.7 -- zstd=1.5.2 -- pip: - - gurobipy==10.0.2 - - linopy==0.2.2 - - pypsa==0.25.1 - - tsam==2.3.0 - - validators==0.20.0 + - _libgcc_mutex=0.1 + - _openmp_mutex=4.5 + - affine=2.4.0 + - alsa-lib=1.2.10 + - ampl-mp=3.1.0 + - amply=0.1.6 + - anyio=4.2.0 + - appdirs=1.4.4 + - argon2-cffi=23.1.0 + - argon2-cffi-bindings=21.2.0 + - arrow=1.3.0 + - asttokens=2.4.1 + - async-lru=2.0.4 + - atk-1.0=2.38.0 + - atlite=0.2.12 + - attr=2.5.1 + - attrs=23.2.0 + - aws-c-auth=0.7.8 + - aws-c-cal=0.6.9 + - aws-c-common=0.9.10 + - aws-c-compression=0.2.17 + - aws-c-event-stream=0.3.2 + - aws-c-http=0.7.15 + - aws-c-io=0.13.36 + - aws-c-mqtt=0.10.0 + - aws-c-s3=0.4.7 + - aws-c-sdkutils=0.1.13 + - aws-checksums=0.1.17 + - aws-crt-cpp=0.25.1 + - aws-sdk-cpp=1.11.210 + - babel=2.14.0 + - beautifulsoup4=4.12.2 + - bleach=6.1.0 + - blosc=1.21.5 + - bokeh=3.3.2 + - bottleneck=1.3.7 + - branca=0.7.0 + - brotli=1.1.0 + - brotli-bin=1.1.0 + - brotli-python=1.1.0 + - bzip2=1.0.8 + - c-ares=1.24.0 + - c-blosc2=2.12.0 + - ca-certificates=2023.11.17 + - cached-property=1.5.2 + - cached_property=1.5.2 + - cairo=1.18.0 + - cartopy=0.22.0 + - cdsapi=0.6.1 + - certifi=2023.11.17 + - cffi=1.16.0 + - cfitsio=4.3.1 + - cftime=1.6.3 + - charset-normalizer=3.3.2 + - click=8.1.7 + - click-plugins=1.1.1 + - cligj=0.7.2 + - cloudpickle=3.0.0 + - coin-or-cbc=2.10.10 + - coin-or-cgl=0.60.7 + - coin-or-clp=1.17.8 + - coin-or-osi=0.108.8 + - coin-or-utils=2.11.9 + - coincbc=2.10.10 + - colorama=0.4.6 + - comm=0.1.4 + - configargparse=1.7 + - connection_pool=0.0.3 + - contourpy=1.2.0 + - country_converter=1.2 + - cycler=0.12.1 + - cytoolz=0.12.2 + - dask=2023.12.1 + - dask-core=2023.12.1 + - datrie=0.8.2 + - dbus=1.13.6 + - debugpy=1.8.0 + - decorator=5.1.1 + - defusedxml=0.7.1 + - deprecation=2.1.0 + - descartes=1.1.0 + - distributed=2023.12.1 + - distro=1.8.0 + - docutils=0.20.1 + - dpath=2.1.6 + - entrypoints=0.4 + - entsoe-py=0.6.1 + - et_xmlfile=1.1.0 + - exceptiongroup=1.2.0 + - executing=2.0.1 + - expat=2.5.0 + - fiona=1.9.5 + - folium=0.15.1 + - font-ttf-dejavu-sans-mono=2.37 + - font-ttf-inconsolata=3.000 + - font-ttf-source-code-pro=2.038 + - font-ttf-ubuntu=0.83 + - fontconfig=2.14.2 + - fonts-conda-ecosystem=1 + - fonts-conda-forge=1 + - fonttools=4.47.0 + - fqdn=1.5.1 + - freetype=2.12.1 + - freexl=2.0.0 + - fribidi=1.0.10 + - fsspec=2023.12.2 + - gdal=3.7.3 + - gdk-pixbuf=2.42.10 + - geographiclib=1.52 + - geojson-rewind=1.1.0 + - geopandas=0.14.1 + - geopandas-base=0.14.1 + - geopy=2.4.1 + - geos=3.12.1 + - geotiff=1.7.1 + - gettext=0.21.1 + - gflags=2.2.2 + - giflib=5.2.1 + - gitdb=4.0.11 + - gitpython=3.1.40 + - glib=2.78.3 + - glib-tools=2.78.3 + - glog=0.6.0 + - glpk=5.0 + - gmp=6.3.0 + - graphite2=1.3.13 + - graphviz=9.0.0 + - gst-plugins-base=1.22.8 + - gstreamer=1.22.8 + - gtk2=2.24.33 + - gts=0.7.6 + - gurobi=11.0.0 + - harfbuzz=8.3.0 + - hdf4=4.2.15 + - hdf5=1.14.3 + - humanfriendly=10.0 + - icu=73.2 + - idna=3.6 + - importlib-metadata=7.0.1 + - importlib_metadata=7.0.1 + - importlib_resources=6.1.1 + - iniconfig=2.0.0 + - ipopt=3.14.13 + - ipykernel=6.28.0 + - ipython=8.19.0 + - ipywidgets=8.1.1 + - isoduration=20.11.0 + - jedi=0.19.1 + - jinja2=3.1.2 + - joblib=1.3.2 + - json-c=0.17 + - json5=0.9.14 + - jsonpointer=2.4 + - jsonschema=4.20.0 + - jsonschema-specifications=2023.12.1 + - jsonschema-with-format-nongpl=4.20.0 + - jupyter=1.0.0 + - jupyter-lsp=2.2.1 + - jupyter_client=8.6.0 + - jupyter_console=6.6.3 + - jupyter_core=5.6.1 + - jupyter_events=0.9.0 + - jupyter_server=2.12.1 + - jupyter_server_terminals=0.5.1 + - jupyterlab=4.0.10 + - jupyterlab_pygments=0.3.0 + - jupyterlab_server=2.25.2 + - jupyterlab_widgets=3.0.9 + - kealib=1.5.3 + - keyutils=1.6.1 + - kiwisolver=1.4.5 + - krb5=1.21.2 + - lame=3.100 + - lcms2=2.16 + - ld_impl_linux-64=2.40 + - lerc=4.0.0 + - libabseil=20230802.1 + - libaec=1.1.2 + - libarchive=3.7.2 + - libarrow=14.0.2 + - libarrow-acero=14.0.2 + - libarrow-dataset=14.0.2 + - libarrow-flight=14.0.2 + - libarrow-flight-sql=14.0.2 + - libarrow-gandiva=14.0.2 + - libarrow-substrait=14.0.2 + - libblas=3.9.0 + - libboost-headers=1.84.0 + - libbrotlicommon=1.1.0 + - libbrotlidec=1.1.0 + - libbrotlienc=1.1.0 + - libcap=2.69 + - libcblas=3.9.0 + - libclang=15.0.7 + - libclang13=15.0.7 + - libcrc32c=1.1.2 + - libcups=2.3.3 + - libcurl=8.5.0 + - libdeflate=1.19 + - libedit=3.1.20191231 + - libev=4.33 + - libevent=2.1.12 + - libexpat=2.5.0 + - libffi=3.4.2 + - libflac=1.4.3 + - libgcc-ng=13.2.0 + - libgcrypt=1.10.3 + - libgd=2.3.3 + - libgdal=3.7.3 + - libgfortran-ng=13.2.0 + - libgfortran5=13.2.0 + - libglib=2.78.3 + - libgomp=13.2.0 + - libgoogle-cloud=2.12.0 + - libgpg-error=1.47 + - libgrpc=1.59.3 + - libhwloc=2.9.1 + - libiconv=1.17 + - libjpeg-turbo=3.0.0 + - libkml=1.3.0 + - liblapack=3.9.0 + - liblapacke=3.9.0 + - libllvm15=15.0.7 + - libnetcdf=4.9.2 + - libnghttp2=1.58.0 + - libnl=3.9.0 + - libnsl=2.0.1 + - libnuma=2.0.16 + - libogg=1.3.4 + - libopenblas=0.3.25 + - libopus=1.3.1 + - libparquet=14.0.2 + - libpng=1.6.39 + - libpq=16.1 + - libprotobuf=4.24.4 + - libre2-11=2023.06.02 + - librsvg=2.56.3 + - librttopo=1.1.0 + - libsndfile=1.2.2 + - libsodium=1.0.18 + - libspatialindex=1.9.3 + - libspatialite=5.1.0 + - libspral=2023.08.02 + - libsqlite=3.44.2 + - libssh2=1.11.0 + - libstdcxx-ng=13.2.0 + - libsystemd0=255 + - libthrift=0.19.0 + - libtiff=4.6.0 + - libutf8proc=2.8.0 + - libuuid=2.38.1 + - libvorbis=1.3.7 + - libwebp=1.3.2 + - libwebp-base=1.3.2 + - libxcb=1.15 + - libxcrypt=4.4.36 + - libxkbcommon=1.6.0 + - libxml2=2.11.6 + - libxslt=1.1.37 + - libzip=1.10.1 + - libzlib=1.2.13 + - linopy=0.3.2 + - locket=1.0.0 + - lxml=4.9.3 + - lz4=4.3.2 + - lz4-c=1.9.4 + - lzo=2.10 + - mapclassify=2.6.1 + - markupsafe=2.1.3 + - matplotlib=3.8.2 + - matplotlib-base=3.8.2 + - matplotlib-inline=0.1.6 + - memory_profiler=0.61.0 + - metis=5.1.0 + - minizip=4.0.4 + - mistune=3.0.2 + - mpg123=1.32.3 + - msgpack-python=1.0.7 + - mumps-include=5.2.1 + - mumps-seq=5.2.1 + - munch=4.0.0 + - munkres=1.1.4 + - mysql-common=8.0.33 + - mysql-libs=8.0.33 + - nbclient=0.8.0 + - nbconvert=7.14.0 + - nbconvert-core=7.14.0 + - nbconvert-pandoc=7.14.0 + - nbformat=5.9.2 + - ncurses=6.4 + - nest-asyncio=1.5.8 + - netcdf4=1.6.5 + - networkx=3.2.1 + - nomkl=1.0 + - notebook=7.0.6 + - notebook-shim=0.2.3 + - nspr=4.35 + - nss=3.96 + - numexpr=2.8.8 + - numpy=1.26.2 + - openjdk=21.0.1 + - openjpeg=2.5.0 + - openpyxl=3.1.2 + - openssl=3.2.0 + - orc=1.9.2 + - overrides=7.4.0 + - packaging=23.2 + - pandas=2.1.4 + - pandoc=3.1.3 + - pandocfilters=1.5.0 + - pango=1.50.14 + - parso=0.8.3 + - partd=1.4.1 + - patsy=0.5.5 + - pcre2=10.42 + - pexpect=4.8.0 + - pickleshare=0.7.5 + - pillow=10.2.0 + - pip=23.3.2 + - pixman=0.42.2 + - pkgutil-resolve-name=1.3.10 + - plac=1.4.2 + - platformdirs=4.1.0 + - pluggy=1.3.0 + - ply=3.11 + - poppler=23.12.0 + - poppler-data=0.4.12 + - postgresql=16.1 + - powerplantmatching=0.5.8 + - progressbar2=4.3.2 + - proj=9.3.0 + - prometheus_client=0.19.0 + - prompt-toolkit=3.0.42 + - prompt_toolkit=3.0.42 + - psutil=5.9.7 + - pthread-stubs=0.4 + - ptyprocess=0.7.0 + - pulp=2.7.0 + - pulseaudio-client=16.1 + - pure_eval=0.2.2 + - py-cpuinfo=9.0.0 + - pyarrow=14.0.2 + - pyarrow-hotfix=0.6 + - pycountry=22.3.5 + - pycparser=2.21 + - pygments=2.17.2 + - pyomo=6.6.1 + - pyparsing=3.1.1 + - pyproj=3.6.1 + - pypsa=0.26.2 + - pyqt=5.15.9 + - pyqt5-sip=12.12.2 + - pyshp=2.3.1 + - pysocks=1.7.1 + - pytables=3.9.2 + - pytest=7.4.4 + - python=3.11.7 + - python-dateutil=2.8.2 + - python-fastjsonschema=2.19.1 + - python-json-logger=2.0.7 + - python-tzdata=2023.4 + - python-utils=3.8.1 + - python_abi=3.11 + - pytz=2023.3.post1 + - pyxlsb=1.0.10 + - pyyaml=6.0.1 + - pyzmq=25.1.2 + - qt-main=5.15.8 + - qtconsole-base=5.5.1 + - qtpy=2.4.1 + - rasterio=1.3.9 + - rdma-core=49.0 + - re2=2023.06.02 + - readline=8.2 + - referencing=0.32.0 + - requests=2.31.0 + - reretry=0.11.8 + - rfc3339-validator=0.1.4 + - rfc3986-validator=0.1.1 + - rioxarray=0.15.0 + - rpds-py=0.16.2 + - rtree=1.1.0 + - s2n=1.4.1 + - scikit-learn=1.3.2 + - scipy=1.11.4 + - scotch=6.0.9 + - seaborn=0.13.0 + - seaborn-base=0.13.0 + - send2trash=1.8.2 + - setuptools=69.0.3 + - setuptools-scm=8.0.4 + - setuptools_scm=8.0.4 + - shapely=2.0.2 + - sip=6.7.12 + - six=1.16.0 + - smart_open=6.4.0 + - smmap=5.0.0 + - snakemake-minimal=7.32.4 + - snappy=1.1.10 + - sniffio=1.3.0 + - snuggs=1.4.7 + - sortedcontainers=2.4.0 + - soupsieve=2.5 + - sqlite=3.44.2 + - stack_data=0.6.2 + - statsmodels=0.14.1 + - stopit=1.1.2 + - tabula-py=2.7.0 + - tabulate=0.9.0 + - tblib=3.0.0 + - terminado=0.18.0 + - threadpoolctl=3.2.0 + - throttler=1.2.2 + - tiledb=2.18.2 + - tinycss2=1.2.1 + - tk=8.6.13 + - toml=0.10.2 + - tomli=2.0.1 + - toolz=0.12.0 + - toposort=1.10 + - tornado=6.3.3 + - tqdm=4.66.1 + - traitlets=5.14.1 + - types-python-dateutil=2.8.19.14 + - typing-extensions=4.9.0 + - typing_extensions=4.9.0 + - typing_utils=0.1.0 + - tzcode=2023d + - tzdata=2023d + - ucx=1.15.0 + - unidecode=1.3.7 + - unixodbc=2.3.12 + - uri-template=1.3.0 + - uriparser=0.9.7 + - urllib3=2.1.0 + - validators=0.22.0 + - wcwidth=0.2.12 + - webcolors=1.13 + - webencodings=0.5.1 + - websocket-client=1.7.0 + - wheel=0.42.0 + - widgetsnbextension=4.0.9 + - wrapt=1.16.0 + - xarray=2023.12.0 + - xcb-util=0.4.0 + - xcb-util-image=0.4.0 + - xcb-util-keysyms=0.4.0 + - xcb-util-renderutil=0.3.9 + - xcb-util-wm=0.4.1 + - xerces-c=3.2.5 + - xkeyboard-config=2.40 + - xlrd=2.0.1 + - xorg-fixesproto=5.0 + - xorg-inputproto=2.3.2 + - xorg-kbproto=1.0.7 + - xorg-libice=1.1.1 + - xorg-libsm=1.2.4 + - xorg-libx11=1.8.7 + - xorg-libxau=1.0.11 + - xorg-libxdmcp=1.1.3 + - xorg-libxext=1.3.4 + - xorg-libxfixes=5.0.3 + - xorg-libxi=1.7.10 + - xorg-libxrender=0.9.11 + - xorg-libxt=1.3.0 + - xorg-libxtst=1.2.3 + - xorg-recordproto=1.14.2 + - xorg-renderproto=0.11.1 + - xorg-xextproto=7.3.0 + - xorg-xf86vidmodeproto=2.3.1 + - xorg-xproto=7.0.31 + - xyzservices=2023.10.1 + - xz=5.2.6 + - yaml=0.2.5 + - yte=1.5.4 + - zeromq=4.3.5 + - zict=3.0.0 + - zipp=3.17.0 + - zlib=1.2.13 + - zlib-ng=2.0.7 + - zstd=1.5.5 + - pip: + - highspy==1.5.3 + - tsam==2.3.1 From 647a988c75eefcf6886192bc1749d9871df84a17 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Sun, 7 Jan 2024 09:48:43 +0100 Subject: [PATCH 103/114] config: set default max_extension to finite value for loss approximation --- config/config.default.yaml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index b16f25f8..b37aaac0 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -255,7 +255,7 @@ lines: 750.: "Al/St 560/50 4-bundle 750.0" s_max_pu: 0.7 s_nom_max: .inf - max_extension: .inf + max_extension: 20000 #MW length_factor: 1.25 reconnect_crimea: true under_construction: 'zero' # 'zero': set capacity to zero, 'remove': remove, 'keep': with full capacity @@ -270,7 +270,7 @@ lines: links: p_max_pu: 1.0 p_nom_max: .inf - max_extension: .inf + max_extension: 30000 #MW include_tyndp: true under_construction: 'zero' # 'zero': set capacity to zero, 'remove': remove, 'keep': with full capacity From 01f201743d195b177eda9d0f7274fbde80bc8add Mon Sep 17 00:00:00 2001 From: euronion <42553970+euronion@users.noreply.github.com> Date: Mon, 8 Jan 2024 09:30:21 +0100 Subject: [PATCH 104/114] Implement everywhere_powerplants --- config/config.default.yaml | 1 + doc/configtables/electricity.csv | 2 ++ doc/release_notes.rst | 6 ++--- rules/build_electricity.smk | 1 + scripts/build_powerplants.py | 40 +++++++++++++++++++++++++++++++- 5 files changed, 46 insertions(+), 4 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index b37aaac0..7ef08e2f 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -116,6 +116,7 @@ electricity: powerplants_filter: (DateOut >= 2022 or DateOut != DateOut) custom_powerplants: false + everywhere_powerplants: [nuclear, oil, OCGT, CCGT, coal, lignite, geothermal, biomass] conventional_carriers: [nuclear, oil, OCGT, CCGT, coal, lignite, geothermal, biomass] renewable_carriers: [solar, onwind, offwind-ac, offwind-dc, hydro] diff --git a/doc/configtables/electricity.csv b/doc/configtables/electricity.csv index 00eec0c4..22a22d57 100644 --- a/doc/configtables/electricity.csv +++ b/doc/configtables/electricity.csv @@ -24,6 +24,8 @@ powerplants_filter,--,"use `pandas.query `_ strings here, e.g. ``Country in ['Germany']``",Filter query for the custom powerplant database. ,,, +everywhere_powerplants,--,"Any subset of {nuclear, oil, OCGT, CCGT, coal, lignite, geothermal, biomass}","List of conventional power plants to add to every node in the model with zero initial capacity. To be used in combination with ``extendable_carriers`` to allow for building conventional powerplants irrespective of existing locations." +,,, conventional_carriers,--,"Any subset of {nuclear, oil, OCGT, CCGT, coal, lignite, geothermal, biomass}","List of conventional power plants to include in the model from ``resources/powerplants.csv``. If an included carrier is also listed in ``extendable_carriers``, the capacity is taken as a lower bound." ,,, renewable_carriers,--,"Any subset of {solar, onwind, offwind-ac, offwind-dc, hydro}",List of renewable generators to include in the model. diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 2675e4c6..d9583065 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -7,10 +7,10 @@ Release Notes ########################################## -.. Upcoming Release -.. ================ +Upcoming Release +================ -.. * new features +* New configuration option ``everywhere_powerplants`` to build conventional powerplants everywhere, irrespective of existing powerplants locations, in the network (https://github.com/PyPSA/pypsa-eur/pull/848). PyPSA-Eur 0.9.0 (5th January 2024) ================================== diff --git a/rules/build_electricity.smk b/rules/build_electricity.smk index 8cba33bc..6b092638 100644 --- a/rules/build_electricity.smk +++ b/rules/build_electricity.smk @@ -41,6 +41,7 @@ rule build_powerplants: params: powerplants_filter=config["electricity"]["powerplants_filter"], custom_powerplants=config["electricity"]["custom_powerplants"], + everywhere_powerplants=config["electricity"]["everywhere_powerplants"], countries=config["countries"], input: base_network=RESOURCES + "networks/base.nc", diff --git a/scripts/build_powerplants.py b/scripts/build_powerplants.py index d6553663..69920aa7 100755 --- a/scripts/build_powerplants.py +++ b/scripts/build_powerplants.py @@ -1,5 +1,5 @@ # -*- coding: utf-8 -*- -# SPDX-FileCopyrightText: : 2017-2023 The PyPSA-Eur Authors +# SPDX-FileCopyrightText: : 2017-2024 The PyPSA-Eur Authors # # SPDX-License-Identifier: MIT @@ -10,6 +10,7 @@ Retrieves conventional powerplant capacities and locations from these to buses and creates a ``.csv`` file. It is possible to amend the powerplant database with custom entries provided in ``data/custom_powerplants.csv``. +Lastly, for every substation, powerplants with zero-initial capacity can be added for certain fuel types automatically. Relevant Settings ----------------- @@ -19,6 +20,7 @@ Relevant Settings electricity: powerplants_filter: custom_powerplants: + everywhere_powerplants: .. seealso:: Documentation of the configuration file ``config/config.yaml`` at @@ -44,6 +46,7 @@ Description ----------- The configuration options ``electricity: powerplants_filter`` and ``electricity: custom_powerplants`` can be used to control whether data should be retrieved from the original powerplants database or from custom amendmends. These specify `pandas.query `_ commands. +In addition the configuration option ``electricity: everywhere_powerplants`` can be used to place powerplants with zero-initial capacity of certain fuel types at all substations. 1. Adding all powerplants from custom: @@ -73,10 +76,18 @@ The configuration options ``electricity: powerplants_filter`` and ``electricity: powerplants_filter: Country not in ['Germany'] and YearCommissioned <= 2015 custom_powerplants: YearCommissioned <= 2015 + +4. Adding powerplants at all substations for 4 conventional carrier types: + + .. code:: yaml + + everywhere_powerplants: ['Natural Gas', 'Coal', 'nuclear', 'OCGT'] """ import logging +import itertools +import numpy as np import pandas as pd import powerplantmatching as pm import pypsa @@ -96,6 +107,28 @@ def add_custom_powerplants(ppl, custom_powerplants, custom_ppl_query=False): [ppl, add_ppls], sort=False, ignore_index=True, verify_integrity=True ) +def add_everywhere_powerplants(ppl, substations, everywhere_powerplants): + # Create a dataframe with "everywhere_powerplants" of stated carriers at the location of all substations + generic_ppl = ( + pd.DataFrame(itertools.product(substations.index.values, everywhere_powerplants), columns=["substation_index","Fueltype"]) + .merge(substations[["x","y","country"]], left_on="substation_index", right_index=True) + ).drop(columns="substation_index") + + # PPL uses different columns names compared to substations dataframe -> rename + everywhere_ppl = everywhere_ppl.rename(columns={"x":"lon","y":"lat","country":"Country"}) + + # Add default values for the generic powerplants + everywhere_ppl["Name"] = "Automatically added everywhere-powerplant " + generic_ppl.Fueltype + everywhere_ppl["Set"] = "PP" + everywhere_ppl["Technology"] = generic_ppl["Fueltype"] + everywhere_ppl["Capacity"] = 0.0 + + # NaN values for efficiency will be replaced by the generic efficiency by attach_conventional_generators(...) in add_electricity.py later + everywhere_ppl["Efficiency"] = np.nan + + return pd.concat( + [ppl, everywhere_ppl], sort=False, ignore_index=True, verify_integrity=True + ) def replace_natural_gas_technology(df): mapping = {"Steam Turbine": "CCGT", "Combustion Engine": "OCGT"} @@ -149,6 +182,11 @@ if __name__ == "__main__": if countries_wo_ppl := set(countries) - set(ppl.Country.unique()): logging.warning(f"No powerplants known in: {', '.join(countries_wo_ppl)}") + # Add "everywhere powerplants" to all bus locations + ppl = add_everywhere_powerplants( + ppl, n.buses.query("substation_lv"), snakemake.params.everywhere_powerplants + ) + substations = n.buses.query("substation_lv") ppl = ppl.dropna(subset=["lat", "lon"]) ppl = map_country_bus(ppl, substations) From 4d1b301f82e8d9b8c7953904a9ac48181d758443 Mon Sep 17 00:00:00 2001 From: euronion <42553970+euronion@users.noreply.github.com> Date: Mon, 8 Jan 2024 09:33:01 +0100 Subject: [PATCH 105/114] Update release_notes.rst --- doc/release_notes.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index d9583065..088ac2c5 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,7 +10,7 @@ Release Notes Upcoming Release ================ -* New configuration option ``everywhere_powerplants`` to build conventional powerplants everywhere, irrespective of existing powerplants locations, in the network (https://github.com/PyPSA/pypsa-eur/pull/848). +* New configuration option ``everywhere_powerplants`` to build conventional powerplants everywhere, irrespective of existing powerplants locations, in the network (https://github.com/PyPSA/pypsa-eur/pull/850). PyPSA-Eur 0.9.0 (5th January 2024) ================================== From 6e630a85e10e1a8218d51da9c7bcdc0cdbb832de Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 8 Jan 2024 08:33:49 +0000 Subject: [PATCH 106/114] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- doc/release_notes.rst | 2 +- envs/environment.fixed.yaml | 978 +++++++++++++++++------------------ scripts/build_powerplants.py | 22 +- 3 files changed, 507 insertions(+), 495 deletions(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index d9583065..4cdcf00a 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,7 +10,7 @@ Release Notes Upcoming Release ================ -* New configuration option ``everywhere_powerplants`` to build conventional powerplants everywhere, irrespective of existing powerplants locations, in the network (https://github.com/PyPSA/pypsa-eur/pull/848). +* New configuration option ``everywhere_powerplants`` to build conventional powerplants everywhere, irrespective of existing powerplants locations, in the network (https://github.com/PyPSA/pypsa-eur/pull/848). PyPSA-Eur 0.9.0 (5th January 2024) ================================== diff --git a/envs/environment.fixed.yaml b/envs/environment.fixed.yaml index 7dd903a3..5aa51ec3 100644 --- a/envs/environment.fixed.yaml +++ b/envs/environment.fixed.yaml @@ -1,492 +1,492 @@ name: pypsa-eur channels: - - bioconda - - gurobi - - http://conda.anaconda.org/gurobi - - conda-forge - - defaults +- bioconda +- gurobi +- http://conda.anaconda.org/gurobi +- conda-forge +- defaults dependencies: - - _libgcc_mutex=0.1 - - _openmp_mutex=4.5 - - affine=2.4.0 - - alsa-lib=1.2.10 - - ampl-mp=3.1.0 - - amply=0.1.6 - - anyio=4.2.0 - - appdirs=1.4.4 - - argon2-cffi=23.1.0 - - argon2-cffi-bindings=21.2.0 - - arrow=1.3.0 - - asttokens=2.4.1 - - async-lru=2.0.4 - - atk-1.0=2.38.0 - - atlite=0.2.12 - - attr=2.5.1 - - attrs=23.2.0 - - aws-c-auth=0.7.8 - - aws-c-cal=0.6.9 - - aws-c-common=0.9.10 - - aws-c-compression=0.2.17 - - aws-c-event-stream=0.3.2 - - aws-c-http=0.7.15 - - aws-c-io=0.13.36 - - aws-c-mqtt=0.10.0 - - aws-c-s3=0.4.7 - - aws-c-sdkutils=0.1.13 - - aws-checksums=0.1.17 - - aws-crt-cpp=0.25.1 - - aws-sdk-cpp=1.11.210 - - babel=2.14.0 - - beautifulsoup4=4.12.2 - - bleach=6.1.0 - - blosc=1.21.5 - - bokeh=3.3.2 - - bottleneck=1.3.7 - - branca=0.7.0 - - brotli=1.1.0 - - brotli-bin=1.1.0 - - brotli-python=1.1.0 - - bzip2=1.0.8 - - c-ares=1.24.0 - - c-blosc2=2.12.0 - - ca-certificates=2023.11.17 - - cached-property=1.5.2 - - cached_property=1.5.2 - - cairo=1.18.0 - - cartopy=0.22.0 - - cdsapi=0.6.1 - - certifi=2023.11.17 - - cffi=1.16.0 - - cfitsio=4.3.1 - - cftime=1.6.3 - - charset-normalizer=3.3.2 - - click=8.1.7 - - click-plugins=1.1.1 - - cligj=0.7.2 - - cloudpickle=3.0.0 - - coin-or-cbc=2.10.10 - - coin-or-cgl=0.60.7 - - coin-or-clp=1.17.8 - - coin-or-osi=0.108.8 - - coin-or-utils=2.11.9 - - coincbc=2.10.10 - - colorama=0.4.6 - - comm=0.1.4 - - configargparse=1.7 - - connection_pool=0.0.3 - - contourpy=1.2.0 - - country_converter=1.2 - - cycler=0.12.1 - - cytoolz=0.12.2 - - dask=2023.12.1 - - dask-core=2023.12.1 - - datrie=0.8.2 - - dbus=1.13.6 - - debugpy=1.8.0 - - decorator=5.1.1 - - defusedxml=0.7.1 - - deprecation=2.1.0 - - descartes=1.1.0 - - distributed=2023.12.1 - - distro=1.8.0 - - docutils=0.20.1 - - dpath=2.1.6 - - entrypoints=0.4 - - entsoe-py=0.6.1 - - et_xmlfile=1.1.0 - - exceptiongroup=1.2.0 - - executing=2.0.1 - - expat=2.5.0 - - fiona=1.9.5 - - folium=0.15.1 - - font-ttf-dejavu-sans-mono=2.37 - - font-ttf-inconsolata=3.000 - - font-ttf-source-code-pro=2.038 - - font-ttf-ubuntu=0.83 - - fontconfig=2.14.2 - - fonts-conda-ecosystem=1 - - fonts-conda-forge=1 - - fonttools=4.47.0 - - fqdn=1.5.1 - - freetype=2.12.1 - - freexl=2.0.0 - - fribidi=1.0.10 - - fsspec=2023.12.2 - - gdal=3.7.3 - - gdk-pixbuf=2.42.10 - - geographiclib=1.52 - - geojson-rewind=1.1.0 - - geopandas=0.14.1 - - geopandas-base=0.14.1 - - geopy=2.4.1 - - geos=3.12.1 - - geotiff=1.7.1 - - gettext=0.21.1 - - gflags=2.2.2 - - giflib=5.2.1 - - gitdb=4.0.11 - - gitpython=3.1.40 - - glib=2.78.3 - - glib-tools=2.78.3 - - glog=0.6.0 - - glpk=5.0 - - gmp=6.3.0 - - graphite2=1.3.13 - - graphviz=9.0.0 - - gst-plugins-base=1.22.8 - - gstreamer=1.22.8 - - gtk2=2.24.33 - - gts=0.7.6 - - gurobi=11.0.0 - - harfbuzz=8.3.0 - - hdf4=4.2.15 - - hdf5=1.14.3 - - humanfriendly=10.0 - - icu=73.2 - - idna=3.6 - - importlib-metadata=7.0.1 - - importlib_metadata=7.0.1 - - importlib_resources=6.1.1 - - iniconfig=2.0.0 - - ipopt=3.14.13 - - ipykernel=6.28.0 - - ipython=8.19.0 - - ipywidgets=8.1.1 - - isoduration=20.11.0 - - jedi=0.19.1 - - jinja2=3.1.2 - - joblib=1.3.2 - - json-c=0.17 - - json5=0.9.14 - - jsonpointer=2.4 - - jsonschema=4.20.0 - - jsonschema-specifications=2023.12.1 - - jsonschema-with-format-nongpl=4.20.0 - - jupyter=1.0.0 - - jupyter-lsp=2.2.1 - - jupyter_client=8.6.0 - - jupyter_console=6.6.3 - - jupyter_core=5.6.1 - - jupyter_events=0.9.0 - - jupyter_server=2.12.1 - - jupyter_server_terminals=0.5.1 - - jupyterlab=4.0.10 - - jupyterlab_pygments=0.3.0 - - jupyterlab_server=2.25.2 - - jupyterlab_widgets=3.0.9 - - kealib=1.5.3 - - keyutils=1.6.1 - - kiwisolver=1.4.5 - - krb5=1.21.2 - - lame=3.100 - - lcms2=2.16 - - ld_impl_linux-64=2.40 - - lerc=4.0.0 - - libabseil=20230802.1 - - libaec=1.1.2 - - libarchive=3.7.2 - - libarrow=14.0.2 - - libarrow-acero=14.0.2 - - libarrow-dataset=14.0.2 - - libarrow-flight=14.0.2 - - libarrow-flight-sql=14.0.2 - - libarrow-gandiva=14.0.2 - - libarrow-substrait=14.0.2 - - libblas=3.9.0 - - libboost-headers=1.84.0 - - libbrotlicommon=1.1.0 - - libbrotlidec=1.1.0 - - libbrotlienc=1.1.0 - - libcap=2.69 - - libcblas=3.9.0 - - libclang=15.0.7 - - libclang13=15.0.7 - - libcrc32c=1.1.2 - - libcups=2.3.3 - - libcurl=8.5.0 - - libdeflate=1.19 - - libedit=3.1.20191231 - - libev=4.33 - - libevent=2.1.12 - - libexpat=2.5.0 - - libffi=3.4.2 - - libflac=1.4.3 - - libgcc-ng=13.2.0 - - libgcrypt=1.10.3 - - libgd=2.3.3 - - libgdal=3.7.3 - - libgfortran-ng=13.2.0 - - libgfortran5=13.2.0 - - libglib=2.78.3 - - libgomp=13.2.0 - - libgoogle-cloud=2.12.0 - - libgpg-error=1.47 - - libgrpc=1.59.3 - - libhwloc=2.9.1 - - libiconv=1.17 - - libjpeg-turbo=3.0.0 - - libkml=1.3.0 - - liblapack=3.9.0 - - liblapacke=3.9.0 - - libllvm15=15.0.7 - - libnetcdf=4.9.2 - - libnghttp2=1.58.0 - - libnl=3.9.0 - - libnsl=2.0.1 - - libnuma=2.0.16 - - libogg=1.3.4 - - libopenblas=0.3.25 - - libopus=1.3.1 - - libparquet=14.0.2 - - libpng=1.6.39 - - libpq=16.1 - - libprotobuf=4.24.4 - - libre2-11=2023.06.02 - - librsvg=2.56.3 - - librttopo=1.1.0 - - libsndfile=1.2.2 - - libsodium=1.0.18 - - libspatialindex=1.9.3 - - libspatialite=5.1.0 - - libspral=2023.08.02 - - libsqlite=3.44.2 - - libssh2=1.11.0 - - libstdcxx-ng=13.2.0 - - libsystemd0=255 - - libthrift=0.19.0 - - libtiff=4.6.0 - - libutf8proc=2.8.0 - - libuuid=2.38.1 - - libvorbis=1.3.7 - - libwebp=1.3.2 - - libwebp-base=1.3.2 - - libxcb=1.15 - - libxcrypt=4.4.36 - - libxkbcommon=1.6.0 - - libxml2=2.11.6 - - libxslt=1.1.37 - - libzip=1.10.1 - - libzlib=1.2.13 - - linopy=0.3.2 - - locket=1.0.0 - - lxml=4.9.3 - - lz4=4.3.2 - - lz4-c=1.9.4 - - lzo=2.10 - - mapclassify=2.6.1 - - markupsafe=2.1.3 - - matplotlib=3.8.2 - - matplotlib-base=3.8.2 - - matplotlib-inline=0.1.6 - - memory_profiler=0.61.0 - - metis=5.1.0 - - minizip=4.0.4 - - mistune=3.0.2 - - mpg123=1.32.3 - - msgpack-python=1.0.7 - - mumps-include=5.2.1 - - mumps-seq=5.2.1 - - munch=4.0.0 - - munkres=1.1.4 - - mysql-common=8.0.33 - - mysql-libs=8.0.33 - - nbclient=0.8.0 - - nbconvert=7.14.0 - - nbconvert-core=7.14.0 - - nbconvert-pandoc=7.14.0 - - nbformat=5.9.2 - - ncurses=6.4 - - nest-asyncio=1.5.8 - - netcdf4=1.6.5 - - networkx=3.2.1 - - nomkl=1.0 - - notebook=7.0.6 - - notebook-shim=0.2.3 - - nspr=4.35 - - nss=3.96 - - numexpr=2.8.8 - - numpy=1.26.2 - - openjdk=21.0.1 - - openjpeg=2.5.0 - - openpyxl=3.1.2 - - openssl=3.2.0 - - orc=1.9.2 - - overrides=7.4.0 - - packaging=23.2 - - pandas=2.1.4 - - pandoc=3.1.3 - - pandocfilters=1.5.0 - - pango=1.50.14 - - parso=0.8.3 - - partd=1.4.1 - - patsy=0.5.5 - - pcre2=10.42 - - pexpect=4.8.0 - - pickleshare=0.7.5 - - pillow=10.2.0 - - pip=23.3.2 - - pixman=0.42.2 - - pkgutil-resolve-name=1.3.10 - - plac=1.4.2 - - platformdirs=4.1.0 - - pluggy=1.3.0 - - ply=3.11 - - poppler=23.12.0 - - poppler-data=0.4.12 - - postgresql=16.1 - - powerplantmatching=0.5.8 - - progressbar2=4.3.2 - - proj=9.3.0 - - prometheus_client=0.19.0 - - prompt-toolkit=3.0.42 - - prompt_toolkit=3.0.42 - - psutil=5.9.7 - - pthread-stubs=0.4 - - ptyprocess=0.7.0 - - pulp=2.7.0 - - pulseaudio-client=16.1 - - pure_eval=0.2.2 - - py-cpuinfo=9.0.0 - - pyarrow=14.0.2 - - pyarrow-hotfix=0.6 - - pycountry=22.3.5 - - pycparser=2.21 - - pygments=2.17.2 - - pyomo=6.6.1 - - pyparsing=3.1.1 - - pyproj=3.6.1 - - pypsa=0.26.2 - - pyqt=5.15.9 - - pyqt5-sip=12.12.2 - - pyshp=2.3.1 - - pysocks=1.7.1 - - pytables=3.9.2 - - pytest=7.4.4 - - python=3.11.7 - - python-dateutil=2.8.2 - - python-fastjsonschema=2.19.1 - - python-json-logger=2.0.7 - - python-tzdata=2023.4 - - python-utils=3.8.1 - - python_abi=3.11 - - pytz=2023.3.post1 - - pyxlsb=1.0.10 - - pyyaml=6.0.1 - - pyzmq=25.1.2 - - qt-main=5.15.8 - - qtconsole-base=5.5.1 - - qtpy=2.4.1 - - rasterio=1.3.9 - - rdma-core=49.0 - - re2=2023.06.02 - - readline=8.2 - - referencing=0.32.0 - - requests=2.31.0 - - reretry=0.11.8 - - rfc3339-validator=0.1.4 - - rfc3986-validator=0.1.1 - - rioxarray=0.15.0 - - rpds-py=0.16.2 - - rtree=1.1.0 - - s2n=1.4.1 - - scikit-learn=1.3.2 - - scipy=1.11.4 - - scotch=6.0.9 - - seaborn=0.13.0 - - seaborn-base=0.13.0 - - send2trash=1.8.2 - - setuptools=69.0.3 - - setuptools-scm=8.0.4 - - setuptools_scm=8.0.4 - - shapely=2.0.2 - - sip=6.7.12 - - six=1.16.0 - - smart_open=6.4.0 - - smmap=5.0.0 - - snakemake-minimal=7.32.4 - - snappy=1.1.10 - - sniffio=1.3.0 - - snuggs=1.4.7 - - sortedcontainers=2.4.0 - - soupsieve=2.5 - - sqlite=3.44.2 - - stack_data=0.6.2 - - statsmodels=0.14.1 - - stopit=1.1.2 - - tabula-py=2.7.0 - - tabulate=0.9.0 - - tblib=3.0.0 - - terminado=0.18.0 - - threadpoolctl=3.2.0 - - throttler=1.2.2 - - tiledb=2.18.2 - - tinycss2=1.2.1 - - tk=8.6.13 - - toml=0.10.2 - - tomli=2.0.1 - - toolz=0.12.0 - - toposort=1.10 - - tornado=6.3.3 - - tqdm=4.66.1 - - traitlets=5.14.1 - - types-python-dateutil=2.8.19.14 - - typing-extensions=4.9.0 - - typing_extensions=4.9.0 - - typing_utils=0.1.0 - - tzcode=2023d - - tzdata=2023d - - ucx=1.15.0 - - unidecode=1.3.7 - - unixodbc=2.3.12 - - uri-template=1.3.0 - - uriparser=0.9.7 - - urllib3=2.1.0 - - validators=0.22.0 - - wcwidth=0.2.12 - - webcolors=1.13 - - webencodings=0.5.1 - - websocket-client=1.7.0 - - wheel=0.42.0 - - widgetsnbextension=4.0.9 - - wrapt=1.16.0 - - xarray=2023.12.0 - - xcb-util=0.4.0 - - xcb-util-image=0.4.0 - - xcb-util-keysyms=0.4.0 - - xcb-util-renderutil=0.3.9 - - xcb-util-wm=0.4.1 - - xerces-c=3.2.5 - - xkeyboard-config=2.40 - - xlrd=2.0.1 - - xorg-fixesproto=5.0 - - xorg-inputproto=2.3.2 - - xorg-kbproto=1.0.7 - - xorg-libice=1.1.1 - - xorg-libsm=1.2.4 - - xorg-libx11=1.8.7 - - xorg-libxau=1.0.11 - - xorg-libxdmcp=1.1.3 - - xorg-libxext=1.3.4 - - xorg-libxfixes=5.0.3 - - xorg-libxi=1.7.10 - - xorg-libxrender=0.9.11 - - xorg-libxt=1.3.0 - - xorg-libxtst=1.2.3 - - xorg-recordproto=1.14.2 - - xorg-renderproto=0.11.1 - - xorg-xextproto=7.3.0 - - xorg-xf86vidmodeproto=2.3.1 - - xorg-xproto=7.0.31 - - xyzservices=2023.10.1 - - xz=5.2.6 - - yaml=0.2.5 - - yte=1.5.4 - - zeromq=4.3.5 - - zict=3.0.0 - - zipp=3.17.0 - - zlib=1.2.13 - - zlib-ng=2.0.7 - - zstd=1.5.5 - - pip: - - highspy==1.5.3 - - tsam==2.3.1 +- _libgcc_mutex=0.1 +- _openmp_mutex=4.5 +- affine=2.4.0 +- alsa-lib=1.2.10 +- ampl-mp=3.1.0 +- amply=0.1.6 +- anyio=4.2.0 +- appdirs=1.4.4 +- argon2-cffi=23.1.0 +- argon2-cffi-bindings=21.2.0 +- arrow=1.3.0 +- asttokens=2.4.1 +- async-lru=2.0.4 +- atk-1.0=2.38.0 +- atlite=0.2.12 +- attr=2.5.1 +- attrs=23.2.0 +- aws-c-auth=0.7.8 +- aws-c-cal=0.6.9 +- aws-c-common=0.9.10 +- aws-c-compression=0.2.17 +- aws-c-event-stream=0.3.2 +- aws-c-http=0.7.15 +- aws-c-io=0.13.36 +- aws-c-mqtt=0.10.0 +- aws-c-s3=0.4.7 +- aws-c-sdkutils=0.1.13 +- aws-checksums=0.1.17 +- aws-crt-cpp=0.25.1 +- aws-sdk-cpp=1.11.210 +- babel=2.14.0 +- beautifulsoup4=4.12.2 +- bleach=6.1.0 +- blosc=1.21.5 +- bokeh=3.3.2 +- bottleneck=1.3.7 +- branca=0.7.0 +- brotli=1.1.0 +- brotli-bin=1.1.0 +- brotli-python=1.1.0 +- bzip2=1.0.8 +- c-ares=1.24.0 +- c-blosc2=2.12.0 +- ca-certificates=2023.11.17 +- cached-property=1.5.2 +- cached_property=1.5.2 +- cairo=1.18.0 +- cartopy=0.22.0 +- cdsapi=0.6.1 +- certifi=2023.11.17 +- cffi=1.16.0 +- cfitsio=4.3.1 +- cftime=1.6.3 +- charset-normalizer=3.3.2 +- click=8.1.7 +- click-plugins=1.1.1 +- cligj=0.7.2 +- cloudpickle=3.0.0 +- coin-or-cbc=2.10.10 +- coin-or-cgl=0.60.7 +- coin-or-clp=1.17.8 +- coin-or-osi=0.108.8 +- coin-or-utils=2.11.9 +- coincbc=2.10.10 +- colorama=0.4.6 +- comm=0.1.4 +- configargparse=1.7 +- connection_pool=0.0.3 +- contourpy=1.2.0 +- country_converter=1.2 +- cycler=0.12.1 +- cytoolz=0.12.2 +- dask=2023.12.1 +- dask-core=2023.12.1 +- datrie=0.8.2 +- dbus=1.13.6 +- debugpy=1.8.0 +- decorator=5.1.1 +- defusedxml=0.7.1 +- deprecation=2.1.0 +- descartes=1.1.0 +- distributed=2023.12.1 +- distro=1.8.0 +- docutils=0.20.1 +- dpath=2.1.6 +- entrypoints=0.4 +- entsoe-py=0.6.1 +- et_xmlfile=1.1.0 +- exceptiongroup=1.2.0 +- executing=2.0.1 +- expat=2.5.0 +- fiona=1.9.5 +- folium=0.15.1 +- font-ttf-dejavu-sans-mono=2.37 +- font-ttf-inconsolata=3.000 +- font-ttf-source-code-pro=2.038 +- font-ttf-ubuntu=0.83 +- fontconfig=2.14.2 +- fonts-conda-ecosystem=1 +- fonts-conda-forge=1 +- fonttools=4.47.0 +- fqdn=1.5.1 +- freetype=2.12.1 +- freexl=2.0.0 +- fribidi=1.0.10 +- fsspec=2023.12.2 +- gdal=3.7.3 +- gdk-pixbuf=2.42.10 +- geographiclib=1.52 +- geojson-rewind=1.1.0 +- geopandas=0.14.1 +- geopandas-base=0.14.1 +- geopy=2.4.1 +- geos=3.12.1 +- geotiff=1.7.1 +- gettext=0.21.1 +- gflags=2.2.2 +- giflib=5.2.1 +- gitdb=4.0.11 +- gitpython=3.1.40 +- glib=2.78.3 +- glib-tools=2.78.3 +- glog=0.6.0 +- glpk=5.0 +- gmp=6.3.0 +- graphite2=1.3.13 +- graphviz=9.0.0 +- gst-plugins-base=1.22.8 +- gstreamer=1.22.8 +- gtk2=2.24.33 +- gts=0.7.6 +- gurobi=11.0.0 +- harfbuzz=8.3.0 +- hdf4=4.2.15 +- hdf5=1.14.3 +- humanfriendly=10.0 +- icu=73.2 +- idna=3.6 +- importlib-metadata=7.0.1 +- importlib_metadata=7.0.1 +- importlib_resources=6.1.1 +- iniconfig=2.0.0 +- ipopt=3.14.13 +- ipykernel=6.28.0 +- ipython=8.19.0 +- ipywidgets=8.1.1 +- isoduration=20.11.0 +- jedi=0.19.1 +- jinja2=3.1.2 +- joblib=1.3.2 +- json-c=0.17 +- json5=0.9.14 +- jsonpointer=2.4 +- jsonschema=4.20.0 +- jsonschema-specifications=2023.12.1 +- jsonschema-with-format-nongpl=4.20.0 +- jupyter=1.0.0 +- jupyter-lsp=2.2.1 +- jupyter_client=8.6.0 +- jupyter_console=6.6.3 +- jupyter_core=5.6.1 +- jupyter_events=0.9.0 +- jupyter_server=2.12.1 +- jupyter_server_terminals=0.5.1 +- jupyterlab=4.0.10 +- jupyterlab_pygments=0.3.0 +- jupyterlab_server=2.25.2 +- jupyterlab_widgets=3.0.9 +- kealib=1.5.3 +- keyutils=1.6.1 +- kiwisolver=1.4.5 +- krb5=1.21.2 +- lame=3.100 +- lcms2=2.16 +- ld_impl_linux-64=2.40 +- lerc=4.0.0 +- libabseil=20230802.1 +- libaec=1.1.2 +- libarchive=3.7.2 +- libarrow=14.0.2 +- libarrow-acero=14.0.2 +- libarrow-dataset=14.0.2 +- libarrow-flight=14.0.2 +- libarrow-flight-sql=14.0.2 +- libarrow-gandiva=14.0.2 +- libarrow-substrait=14.0.2 +- libblas=3.9.0 +- libboost-headers=1.84.0 +- libbrotlicommon=1.1.0 +- libbrotlidec=1.1.0 +- libbrotlienc=1.1.0 +- libcap=2.69 +- libcblas=3.9.0 +- libclang=15.0.7 +- libclang13=15.0.7 +- libcrc32c=1.1.2 +- libcups=2.3.3 +- libcurl=8.5.0 +- libdeflate=1.19 +- libedit=3.1.20191231 +- libev=4.33 +- libevent=2.1.12 +- libexpat=2.5.0 +- libffi=3.4.2 +- libflac=1.4.3 +- libgcc-ng=13.2.0 +- libgcrypt=1.10.3 +- libgd=2.3.3 +- libgdal=3.7.3 +- libgfortran-ng=13.2.0 +- libgfortran5=13.2.0 +- libglib=2.78.3 +- libgomp=13.2.0 +- libgoogle-cloud=2.12.0 +- libgpg-error=1.47 +- libgrpc=1.59.3 +- libhwloc=2.9.1 +- libiconv=1.17 +- libjpeg-turbo=3.0.0 +- libkml=1.3.0 +- liblapack=3.9.0 +- liblapacke=3.9.0 +- libllvm15=15.0.7 +- libnetcdf=4.9.2 +- libnghttp2=1.58.0 +- libnl=3.9.0 +- libnsl=2.0.1 +- libnuma=2.0.16 +- libogg=1.3.4 +- libopenblas=0.3.25 +- libopus=1.3.1 +- libparquet=14.0.2 +- libpng=1.6.39 +- libpq=16.1 +- libprotobuf=4.24.4 +- libre2-11=2023.06.02 +- librsvg=2.56.3 +- librttopo=1.1.0 +- libsndfile=1.2.2 +- libsodium=1.0.18 +- libspatialindex=1.9.3 +- libspatialite=5.1.0 +- libspral=2023.08.02 +- libsqlite=3.44.2 +- libssh2=1.11.0 +- libstdcxx-ng=13.2.0 +- libsystemd0=255 +- libthrift=0.19.0 +- libtiff=4.6.0 +- libutf8proc=2.8.0 +- libuuid=2.38.1 +- libvorbis=1.3.7 +- libwebp=1.3.2 +- libwebp-base=1.3.2 +- libxcb=1.15 +- libxcrypt=4.4.36 +- libxkbcommon=1.6.0 +- libxml2=2.11.6 +- libxslt=1.1.37 +- libzip=1.10.1 +- libzlib=1.2.13 +- linopy=0.3.2 +- locket=1.0.0 +- lxml=4.9.3 +- lz4=4.3.2 +- lz4-c=1.9.4 +- lzo=2.10 +- mapclassify=2.6.1 +- markupsafe=2.1.3 +- matplotlib=3.8.2 +- matplotlib-base=3.8.2 +- matplotlib-inline=0.1.6 +- memory_profiler=0.61.0 +- metis=5.1.0 +- minizip=4.0.4 +- mistune=3.0.2 +- mpg123=1.32.3 +- msgpack-python=1.0.7 +- mumps-include=5.2.1 +- mumps-seq=5.2.1 +- munch=4.0.0 +- munkres=1.1.4 +- mysql-common=8.0.33 +- mysql-libs=8.0.33 +- nbclient=0.8.0 +- nbconvert=7.14.0 +- nbconvert-core=7.14.0 +- nbconvert-pandoc=7.14.0 +- nbformat=5.9.2 +- ncurses=6.4 +- nest-asyncio=1.5.8 +- netcdf4=1.6.5 +- networkx=3.2.1 +- nomkl=1.0 +- notebook=7.0.6 +- notebook-shim=0.2.3 +- nspr=4.35 +- nss=3.96 +- numexpr=2.8.8 +- numpy=1.26.2 +- openjdk=21.0.1 +- openjpeg=2.5.0 +- openpyxl=3.1.2 +- openssl=3.2.0 +- orc=1.9.2 +- overrides=7.4.0 +- packaging=23.2 +- pandas=2.1.4 +- pandoc=3.1.3 +- pandocfilters=1.5.0 +- pango=1.50.14 +- parso=0.8.3 +- partd=1.4.1 +- patsy=0.5.5 +- pcre2=10.42 +- pexpect=4.8.0 +- pickleshare=0.7.5 +- pillow=10.2.0 +- pip=23.3.2 +- pixman=0.42.2 +- pkgutil-resolve-name=1.3.10 +- plac=1.4.2 +- platformdirs=4.1.0 +- pluggy=1.3.0 +- ply=3.11 +- poppler=23.12.0 +- poppler-data=0.4.12 +- postgresql=16.1 +- powerplantmatching=0.5.8 +- progressbar2=4.3.2 +- proj=9.3.0 +- prometheus_client=0.19.0 +- prompt-toolkit=3.0.42 +- prompt_toolkit=3.0.42 +- psutil=5.9.7 +- pthread-stubs=0.4 +- ptyprocess=0.7.0 +- pulp=2.7.0 +- pulseaudio-client=16.1 +- pure_eval=0.2.2 +- py-cpuinfo=9.0.0 +- pyarrow=14.0.2 +- pyarrow-hotfix=0.6 +- pycountry=22.3.5 +- pycparser=2.21 +- pygments=2.17.2 +- pyomo=6.6.1 +- pyparsing=3.1.1 +- pyproj=3.6.1 +- pypsa=0.26.2 +- pyqt=5.15.9 +- pyqt5-sip=12.12.2 +- pyshp=2.3.1 +- pysocks=1.7.1 +- pytables=3.9.2 +- pytest=7.4.4 +- python=3.11.7 +- python-dateutil=2.8.2 +- python-fastjsonschema=2.19.1 +- python-json-logger=2.0.7 +- python-tzdata=2023.4 +- python-utils=3.8.1 +- python_abi=3.11 +- pytz=2023.3.post1 +- pyxlsb=1.0.10 +- pyyaml=6.0.1 +- pyzmq=25.1.2 +- qt-main=5.15.8 +- qtconsole-base=5.5.1 +- qtpy=2.4.1 +- rasterio=1.3.9 +- rdma-core=49.0 +- re2=2023.06.02 +- readline=8.2 +- referencing=0.32.0 +- requests=2.31.0 +- reretry=0.11.8 +- rfc3339-validator=0.1.4 +- rfc3986-validator=0.1.1 +- rioxarray=0.15.0 +- rpds-py=0.16.2 +- rtree=1.1.0 +- s2n=1.4.1 +- scikit-learn=1.3.2 +- scipy=1.11.4 +- scotch=6.0.9 +- seaborn=0.13.0 +- seaborn-base=0.13.0 +- send2trash=1.8.2 +- setuptools=69.0.3 +- setuptools-scm=8.0.4 +- setuptools_scm=8.0.4 +- shapely=2.0.2 +- sip=6.7.12 +- six=1.16.0 +- smart_open=6.4.0 +- smmap=5.0.0 +- snakemake-minimal=7.32.4 +- snappy=1.1.10 +- sniffio=1.3.0 +- snuggs=1.4.7 +- sortedcontainers=2.4.0 +- soupsieve=2.5 +- sqlite=3.44.2 +- stack_data=0.6.2 +- statsmodels=0.14.1 +- stopit=1.1.2 +- tabula-py=2.7.0 +- tabulate=0.9.0 +- tblib=3.0.0 +- terminado=0.18.0 +- threadpoolctl=3.2.0 +- throttler=1.2.2 +- tiledb=2.18.2 +- tinycss2=1.2.1 +- tk=8.6.13 +- toml=0.10.2 +- tomli=2.0.1 +- toolz=0.12.0 +- toposort=1.10 +- tornado=6.3.3 +- tqdm=4.66.1 +- traitlets=5.14.1 +- types-python-dateutil=2.8.19.14 +- typing-extensions=4.9.0 +- typing_extensions=4.9.0 +- typing_utils=0.1.0 +- tzcode=2023d +- tzdata=2023d +- ucx=1.15.0 +- unidecode=1.3.7 +- unixodbc=2.3.12 +- uri-template=1.3.0 +- uriparser=0.9.7 +- urllib3=2.1.0 +- validators=0.22.0 +- wcwidth=0.2.12 +- webcolors=1.13 +- webencodings=0.5.1 +- websocket-client=1.7.0 +- wheel=0.42.0 +- widgetsnbextension=4.0.9 +- wrapt=1.16.0 +- xarray=2023.12.0 +- xcb-util=0.4.0 +- xcb-util-image=0.4.0 +- xcb-util-keysyms=0.4.0 +- xcb-util-renderutil=0.3.9 +- xcb-util-wm=0.4.1 +- xerces-c=3.2.5 +- xkeyboard-config=2.40 +- xlrd=2.0.1 +- xorg-fixesproto=5.0 +- xorg-inputproto=2.3.2 +- xorg-kbproto=1.0.7 +- xorg-libice=1.1.1 +- xorg-libsm=1.2.4 +- xorg-libx11=1.8.7 +- xorg-libxau=1.0.11 +- xorg-libxdmcp=1.1.3 +- xorg-libxext=1.3.4 +- xorg-libxfixes=5.0.3 +- xorg-libxi=1.7.10 +- xorg-libxrender=0.9.11 +- xorg-libxt=1.3.0 +- xorg-libxtst=1.2.3 +- xorg-recordproto=1.14.2 +- xorg-renderproto=0.11.1 +- xorg-xextproto=7.3.0 +- xorg-xf86vidmodeproto=2.3.1 +- xorg-xproto=7.0.31 +- xyzservices=2023.10.1 +- xz=5.2.6 +- yaml=0.2.5 +- yte=1.5.4 +- zeromq=4.3.5 +- zict=3.0.0 +- zipp=3.17.0 +- zlib=1.2.13 +- zlib-ng=2.0.7 +- zstd=1.5.5 +- pip: + - highspy==1.5.3 + - tsam==2.3.1 diff --git a/scripts/build_powerplants.py b/scripts/build_powerplants.py index 69920aa7..16683bee 100755 --- a/scripts/build_powerplants.py +++ b/scripts/build_powerplants.py @@ -84,9 +84,9 @@ In addition the configuration option ``electricity: everywhere_powerplants`` can everywhere_powerplants: ['Natural Gas', 'Coal', 'nuclear', 'OCGT'] """ +import itertools import logging -import itertools import numpy as np import pandas as pd import powerplantmatching as pm @@ -107,18 +107,29 @@ def add_custom_powerplants(ppl, custom_powerplants, custom_ppl_query=False): [ppl, add_ppls], sort=False, ignore_index=True, verify_integrity=True ) + def add_everywhere_powerplants(ppl, substations, everywhere_powerplants): # Create a dataframe with "everywhere_powerplants" of stated carriers at the location of all substations generic_ppl = ( - pd.DataFrame(itertools.product(substations.index.values, everywhere_powerplants), columns=["substation_index","Fueltype"]) - .merge(substations[["x","y","country"]], left_on="substation_index", right_index=True) + pd.DataFrame( + itertools.product(substations.index.values, everywhere_powerplants), + columns=["substation_index", "Fueltype"], + ).merge( + substations[["x", "y", "country"]], + left_on="substation_index", + right_index=True, + ) ).drop(columns="substation_index") # PPL uses different columns names compared to substations dataframe -> rename - everywhere_ppl = everywhere_ppl.rename(columns={"x":"lon","y":"lat","country":"Country"}) + everywhere_ppl = everywhere_ppl.rename( + columns={"x": "lon", "y": "lat", "country": "Country"} + ) # Add default values for the generic powerplants - everywhere_ppl["Name"] = "Automatically added everywhere-powerplant " + generic_ppl.Fueltype + everywhere_ppl["Name"] = ( + "Automatically added everywhere-powerplant " + generic_ppl.Fueltype + ) everywhere_ppl["Set"] = "PP" everywhere_ppl["Technology"] = generic_ppl["Fueltype"] everywhere_ppl["Capacity"] = 0.0 @@ -130,6 +141,7 @@ def add_everywhere_powerplants(ppl, substations, everywhere_powerplants): [ppl, everywhere_ppl], sort=False, ignore_index=True, verify_integrity=True ) + def replace_natural_gas_technology(df): mapping = {"Steam Turbine": "CCGT", "Combustion Engine": "OCGT"} tech = df.Technology.replace(mapping).fillna("CCGT") From 33edb0b5166f3f0568a08832b01dfc2709be03f5 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 8 Jan 2024 08:40:44 +0000 Subject: [PATCH 107/114] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- doc/release_notes.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 088ac2c5..940a391c 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -10,7 +10,7 @@ Release Notes Upcoming Release ================ -* New configuration option ``everywhere_powerplants`` to build conventional powerplants everywhere, irrespective of existing powerplants locations, in the network (https://github.com/PyPSA/pypsa-eur/pull/850). +* New configuration option ``everywhere_powerplants`` to build conventional powerplants everywhere, irrespective of existing powerplants locations, in the network (https://github.com/PyPSA/pypsa-eur/pull/850). PyPSA-Eur 0.9.0 (5th January 2024) ================================== From 61211eb87ba0e484536308ec70fc8a4eb3a31ff6 Mon Sep 17 00:00:00 2001 From: euronion <42553970+euronion@users.noreply.github.com> Date: Mon, 8 Jan 2024 09:45:14 +0100 Subject: [PATCH 108/114] Fix variable name --- scripts/build_powerplants.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_powerplants.py b/scripts/build_powerplants.py index 16683bee..f94000c6 100755 --- a/scripts/build_powerplants.py +++ b/scripts/build_powerplants.py @@ -110,7 +110,7 @@ def add_custom_powerplants(ppl, custom_powerplants, custom_ppl_query=False): def add_everywhere_powerplants(ppl, substations, everywhere_powerplants): # Create a dataframe with "everywhere_powerplants" of stated carriers at the location of all substations - generic_ppl = ( + everywhere_ppl = ( pd.DataFrame( itertools.product(substations.index.values, everywhere_powerplants), columns=["substation_index", "Fueltype"], From 91843ace9368a1a86755d2114dbf1feb83d1ec14 Mon Sep 17 00:00:00 2001 From: euronion <42553970+euronion@users.noreply.github.com> Date: Mon, 8 Jan 2024 09:48:06 +0100 Subject: [PATCH 109/114] Restore REUSE compatability for environment.fixed.yaml --- envs/environment.fixed.yaml | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/envs/environment.fixed.yaml b/envs/environment.fixed.yaml index 5aa51ec3..31a58835 100644 --- a/envs/environment.fixed.yaml +++ b/envs/environment.fixed.yaml @@ -1,3 +1,7 @@ +# SPDX-FileCopyrightText: : 2017-2024 The PyPSA-Eur Authors +# +# SPDX-License-Identifier: CC0-1.0 + name: pypsa-eur channels: - bioconda From 962517d559fc779e3375c1e7ee88c8289a124232 Mon Sep 17 00:00:00 2001 From: euronion <42553970+euronion@users.noreply.github.com> Date: Mon, 8 Jan 2024 09:49:44 +0100 Subject: [PATCH 110/114] Fix variable names --- scripts/build_powerplants.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/scripts/build_powerplants.py b/scripts/build_powerplants.py index f94000c6..5b7e7415 100755 --- a/scripts/build_powerplants.py +++ b/scripts/build_powerplants.py @@ -126,12 +126,12 @@ def add_everywhere_powerplants(ppl, substations, everywhere_powerplants): columns={"x": "lon", "y": "lat", "country": "Country"} ) - # Add default values for the generic powerplants + # Add default values for the powerplants everywhere_ppl["Name"] = ( - "Automatically added everywhere-powerplant " + generic_ppl.Fueltype + "Automatically added everywhere-powerplant " + everywhere_ppl.Fueltype ) everywhere_ppl["Set"] = "PP" - everywhere_ppl["Technology"] = generic_ppl["Fueltype"] + everywhere_ppl["Technology"] = everywhere_ppl["Fueltype"] everywhere_ppl["Capacity"] = 0.0 # NaN values for efficiency will be replaced by the generic efficiency by attach_conventional_generators(...) in add_electricity.py later From c284223a3833a19c93034e3465b645dfaf9062f3 Mon Sep 17 00:00:00 2001 From: euronion <42553970+euronion@users.noreply.github.com> Date: Mon, 8 Jan 2024 13:56:02 +0100 Subject: [PATCH 111/114] Fix error for multi-horizon models --- scripts/build_powerplants.py | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/scripts/build_powerplants.py b/scripts/build_powerplants.py index 5b7e7415..b9339cbf 100755 --- a/scripts/build_powerplants.py +++ b/scripts/build_powerplants.py @@ -134,6 +134,11 @@ def add_everywhere_powerplants(ppl, substations, everywhere_powerplants): everywhere_ppl["Technology"] = everywhere_ppl["Fueltype"] everywhere_ppl["Capacity"] = 0.0 + # Assign plausible values for the commissioning and decommissioning years + # required for multi-year models + everywhere_ppl["DateIn"] = ppl["DateIn"].min() + everywhere_ppl["DateOut"] = ppl["DateOut"].max() + # NaN values for efficiency will be replaced by the generic efficiency by attach_conventional_generators(...) in add_electricity.py later everywhere_ppl["Efficiency"] = np.nan From dc90398b12bb49788f5f588e466e656f8737a893 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 8 Jan 2024 12:57:33 +0000 Subject: [PATCH 112/114] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- scripts/build_powerplants.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/build_powerplants.py b/scripts/build_powerplants.py index b9339cbf..8f99cd41 100755 --- a/scripts/build_powerplants.py +++ b/scripts/build_powerplants.py @@ -135,7 +135,7 @@ def add_everywhere_powerplants(ppl, substations, everywhere_powerplants): everywhere_ppl["Capacity"] = 0.0 # Assign plausible values for the commissioning and decommissioning years - # required for multi-year models + # required for multi-year models everywhere_ppl["DateIn"] = ppl["DateIn"].min() everywhere_ppl["DateOut"] = ppl["DateOut"].max() From 725a0ef8c01d810a99f57b92469061e7755a7cc4 Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Wed, 10 Jan 2024 16:17:16 +0100 Subject: [PATCH 113/114] maybe_adjust_cost_and_potentials: cover all flags --- scripts/prepare_sector_network.py | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 37d6f0d2..69c2d467 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -3346,7 +3346,7 @@ def remove_h2_network(n): def maybe_adjust_costs_and_potentials(n, opts): for o in opts: - flags = ["+e", "+p", "+m"] + flags = ["+e", "+p", "+m", "+c"] if all(flag not in o for flag in flags): continue oo = o.split("+") @@ -3361,7 +3361,12 @@ def maybe_adjust_costs_and_potentials(n, opts): suptechs = map(lambda c: c.split("-", 2)[0], carrier_list) if oo[0].startswith(tuple(suptechs)): carrier = oo[0] - attr_lookup = {"p": "p_nom_max", "e": "e_nom_max", "c": "capital_cost"} + attr_lookup = { + "p": "p_nom_max", + "e": "e_nom_max", + "c": "capital_cost", + "m": "marginal_cost", + } attr = attr_lookup[oo[1][0]] factor = float(oo[1][1:]) # beware if factor is 0 and p_nom_max is np.inf, 0*np.inf is nan From a6edce58fbfbf049eb6f6726d8a9535754b00c9d Mon Sep 17 00:00:00 2001 From: Fabian Neumann Date: Thu, 11 Jan 2024 09:47:09 +0100 Subject: [PATCH 114/114] remove wave energy generator --- config/config.default.yaml | 1 - doc/configtables/licenses-sector.csv | 1 - doc/release_notes.rst | 3 ++ scripts/prepare_sector_network.py | 47 ---------------------------- 4 files changed, 3 insertions(+), 49 deletions(-) diff --git a/config/config.default.yaml b/config/config.default.yaml index 7ef08e2f..1d28223f 100644 --- a/config/config.default.yaml +++ b/config/config.default.yaml @@ -814,7 +814,6 @@ plotting: hydroelectricity: '#298c81' PHS: '#51dbcc' hydro+PHS: "#08ad97" - wave: '#a7d4cf' # solar solar: "#f9d002" solar PV: "#f9d002" diff --git a/doc/configtables/licenses-sector.csv b/doc/configtables/licenses-sector.csv index d65d3b36..a297b2f6 100644 --- a/doc/configtables/licenses-sector.csv +++ b/doc/configtables/licenses-sector.csv @@ -9,7 +9,6 @@ Swiss energy statistics from Swiss Federal Office of Energy,switzerland-sfoe/,un BASt emobility statistics,emobility/,unknown,http://www.bast.de/DE/Verkehrstechnik/Fachthemen/v2-verkehrszaehlung/Stundenwerte.html?nn=626916 BDEW heating profile,heat_load_profile_BDEW.csv,unknown,https://github.com/oemof/demandlib heating profiles for Aarhus,heat_load_profile_DK_AdamJensen.csv,unknown,Adam Jensen MA thesis at Aarhus University -George Lavidas wind/wave costs,WindWaveWEC_GLTB.xlsx,unknown,George Lavidas co2 budgets,co2_budget.csv,CC BY 4.0,https://arxiv.org/abs/2004.11009 existing heating potentials,existing_infrastructure/existing_heating_raw.csv,unknown,https://ec.europa.eu/energy/studies/mapping-and-analyses-current-and-future-2020-2030-heatingcooling-fuel-deployment_en?redir=1 IRENA existing VRE capacities,existing_infrastructure/{solar|onwind|offwind}_capcity_IRENA.csv,unknown,https://www.irena.org/Statistics/Download-Data diff --git a/doc/release_notes.rst b/doc/release_notes.rst index 940a391c..be6be9fd 100644 --- a/doc/release_notes.rst +++ b/doc/release_notes.rst @@ -12,6 +12,9 @@ Upcoming Release * New configuration option ``everywhere_powerplants`` to build conventional powerplants everywhere, irrespective of existing powerplants locations, in the network (https://github.com/PyPSA/pypsa-eur/pull/850). +* Remove option for wave energy as technology data is not maintained. + + PyPSA-Eur 0.9.0 (5th January 2024) ================================== diff --git a/scripts/prepare_sector_network.py b/scripts/prepare_sector_network.py index 69c2d467..b57b832c 100755 --- a/scripts/prepare_sector_network.py +++ b/scripts/prepare_sector_network.py @@ -913,47 +913,6 @@ def add_ammonia(n, costs): ) -def add_wave(n, wave_cost_factor): - # TODO: handle in Snakefile - wave_fn = "data/WindWaveWEC_GLTB.xlsx" - - # in kW - capacity = pd.Series({"Attenuator": 750, "F2HB": 1000, "MultiPA": 600}) - - # in EUR/MW - annuity_factor = calculate_annuity(25, 0.07) + 0.03 - costs = ( - 1e6 - * wave_cost_factor - * annuity_factor - * pd.Series({"Attenuator": 2.5, "F2HB": 2, "MultiPA": 1.5}) - ) - - sheets = pd.read_excel( - wave_fn, - sheet_name=["FirthForth", "Hebrides"], - usecols=["Attenuator", "F2HB", "MultiPA"], - index_col=0, - skiprows=[0], - parse_dates=True, - ) - - wave = pd.concat( - [sheets[l].divide(capacity, axis=1) for l in locations], keys=locations, axis=1 - ) - - for wave_type in costs.index: - n.add( - "Generator", - "Hebrides " + wave_type, - bus="GB4 0", # TODO this location is hardcoded - p_nom_extendable=True, - carrier="wave", - capital_cost=costs[wave_type], - p_max_pu=wave["Hebrides", wave_type], - ) - - def insert_electricity_distribution_grid(n, costs): # TODO pop_layout? # TODO options? @@ -3698,12 +3657,6 @@ if __name__ == "__main__": # TODO merge with opts cost adjustment below for o in opts: - if o[:4] == "wave": - wave_cost_factor = float(o[4:].replace("p", ".").replace("m", "-")) - logger.info( - f"Including wave generators with cost factor of {wave_cost_factor}" - ) - add_wave(n, wave_cost_factor) if o[:4] == "dist": options["electricity_distribution_grid"] = True options["electricity_distribution_grid_cost_factor"] = float(

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