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Small fix in custom industry data #372

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Sep 17, 2024
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1 change: 1 addition & 0 deletions config.bright.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -89,6 +89,7 @@ custom_data:
custom_sectors: false
gas_network: false # If "True" then a custom .csv file must be placed in "resources/custom_data/pipelines.csv" , If "False" the user can choose btw "greenfield" or Model built-in datasets. Please refer to ["sector"] below.

rename_industry_carriers: {"Electricity": "electricity", "Biofuels": "solid biomass", "Heat": "low-temperature heat", "Natural Gas": "gas", "Coal": "coal", "Hydrogen": "hydrogen", "Oil": "oil"}

costs: # Costs used in PyPSA-Earth-Sec. Year depends on the wildcard planning_horizon in the scenario section
version: v0.6.2
Expand Down
1 change: 1 addition & 0 deletions config.default.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -88,6 +88,7 @@ custom_data:
custom_sectors: false
gas_network: false # If "True" then a custom .csv file must be placed in "resources/custom_data/pipelines.csv" , If "False" the user can choose btw "greenfield" or Model built-in datasets. Please refer to ["sector"] below.

rename_industry_carriers: {"Electricity": "electricity", "Biofuels": "solid biomass", "Heat": "low-temperature heat", "Natural Gas": "gas", "Coal": "coal", "Hydrogen": "hydrogen", "Oil": "oil"}

costs: # Costs used in PyPSA-Earth-Sec. Year depends on the wildcard planning_horizon in the scenario section
version: v0.6.2
Expand Down
36 changes: 33 additions & 3 deletions scripts/build_industry_demand.py
Original file line number Diff line number Diff line change
Expand Up @@ -54,15 +54,25 @@ def country_to_nodal(industrial_production, keys):
snakemake = mock_snakemake(
"build_industry_demand",
simpl="",
clusters=10,
clusters=11,
planning_horizons=2030,
demand="AB",
demand="GH",
)

sets_path_to_root("pypsa-earth-sec")

countries = snakemake.params.countries

all_carriers = [
"electricity",
"gas",
"coal",
"oil",
"hydrogen",
"biomass",
"heat",
]

if snakemake.params.industry_demand:
_logger.info(
"Fetching custom industry demand data.. expecting file at 'data_custom/industry_demand_{0}_{1}.csv'".format(
Expand All @@ -76,6 +86,9 @@ def country_to_nodal(industrial_production, keys):
),
index_col=[0, 1],
)

industry_demand = industry_demand * 1e6 # TWh -> MWh and MtCO2 to tCO2

keys_path = snakemake.input.industrial_distribution_key

dist_keys = pd.read_csv(
Expand All @@ -97,6 +110,23 @@ def country_to_nodal(industrial_production, keys):
nodal_df_co = nodal_production_tom_co.dot(industry_base_totals_co.T)
nodal_df = pd.concat([nodal_df, nodal_df_co])

if snakemake.config["custom_data"]["rename_industry_carriers"]:
nodal_df.rename(
columns=snakemake.config["custom_data"]["rename_industry_carriers"],
inplace=True,
)

missing_carriers = set(all_carriers) - set(nodal_df.columns)
if missing_carriers:
_logger.warning(
"The following carriers are missing in the industy custom data {}".format(
missing_carriers
)
)

if "process emissions" not in nodal_df.columns:
_logger.warning("No process emissions added to the custom industry data")

else:
no_years = int(snakemake.wildcards.planning_horizons) - int(
snakemake.params.base_year
Expand Down Expand Up @@ -277,7 +307,7 @@ def match_technology(df):
"oil",
"hydrogen",
"biomass",
"low-temperature heat",
"heat",
]

# Fill missing carriers with 0s
Expand Down
1 change: 1 addition & 0 deletions test/config.test1.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -88,6 +88,7 @@ custom_data:
custom_sectors: false
gas_network: false # If "True" then a custom .csv file must be placed in "resources/custom_data/pipelines.csv" , If "False" the user can choose btw "greenfield" or Model built-in datasets. Please refer to ["sector"] below.

rename_industry_carriers: {"Electricity": "electricity", "Biofuels": "solid biomass", "Heat": "low-temperature heat", "Natural Gas": "gas", "Coal": "coal", "Hydrogen": "hydrogen", "Oil": "oil"}
costs: # Costs used in PyPSA-Earth-Sec. Year depends on the wildcard planning_horizon in the scenario section
version: v0.6.2
lifetime: 25 #default lifetime
Expand Down