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JulianGeisJulianGeis
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split 2019 and 2020 cost data
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‎scripts/compile_cost_assumptions.py

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@@ -65,15 +65,15 @@
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}
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# [DEA-sheet-names]
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sheet_names = {'onwind': '20 Onshore turbines', # 2015
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'offwind': '21 Offshore turbines', # 2020
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'solar-utility': '22 Utility-scale PV', #2020
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sheet_names = {'onwind': '20 Onshore turbines', # 2015dc
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'offwind': '21 Offshore turbines', # 2020dc
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'solar-utility': '22 Utility-scale PV', #2020dc
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'solar-utility single-axis tracking': '22 Utility-scale PV tracker', # 2020
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'solar-rooftop residential': '22 Rooftop PV residential', # 2020
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'solar-rooftop commercial': '22 Rooftop PV commercial', # 2020
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'OCGT': '52 OCGT - Natural gas', # 2015?
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'CCGT': '05 Gas turb. CC, steam extract.', # 2015
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'oil': '50 Diesel engine farm', # 2015?
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'OCGT': '52 OCGT - Natural gas', # 2015dc
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'CCGT': '05 Gas turb. CC, steam extract.', # 2015dc
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'oil': '50 Diesel engine farm', # 2015dc
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'biomass CHP': '09c Straw, Large, 40 degree', # 2015
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'biomass EOP': '09c Straw, Large, 40 degree', # 2015
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'biomass HOP': '09c Straw HOP', # 2015
@@ -89,44 +89,44 @@
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'central ground-sourced heat pump': '40 Absorption heat pump, DH', # 2015
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'central resistive heater': '41 Electric Boilers', # 2015
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'central gas boiler': '44 Natural Gas DH Only', # 2015
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'decentral gas boiler': '202 Natural gas boiler', # <2018
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'direct firing gas': '312.a Direct firing Natural Gas', # 2019
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'direct firing gas CC': '312.a Direct firing Natural Gas', # 2019
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'direct firing solid fuels': '312.b Direct firing Sold Fuels', # 2019
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'direct firing solid fuels CC': '312.b Direct firing Sold Fuels', # 2019
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'decentral ground-sourced heat pump': '207.7 Ground source existing', # <2018
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'decentral air-sourced heat pump': '207.3 Air to water existing', # <2018
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'decentral gas boiler': '202 Natural gas boiler', # 2015
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'direct firing gas': '312.a Direct firing Natural Gas', # 2019dc
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'direct firing gas CC': '312.a Direct firing Natural Gas', # 2019dc
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'direct firing solid fuels': '312.b Direct firing Sold Fuels', # 2019dc
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'direct firing solid fuels CC': '312.b Direct firing Sold Fuels', # 2019dc
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'decentral ground-sourced heat pump': '207.7 Ground source existing', # 2015
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'decentral air-sourced heat pump': '207.3 Air to water existing', # 2015dc
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# 'decentral resistive heater': '216 Electric heating',
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'central water tank storage': '140 PTES seasonal', # 2015
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# 'decentral water tank storage': '142 Small scale hot water tank',
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'fuel cell': '12 LT-PEMFC CHP', # 2015
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'hydrogen storage underground': '151c Hydrogen Storage - Caverns', # 2015
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'hydrogen storage tank type 1 including compressor': '151a Hydrogen Storage - Tanks', # 2015
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'micro CHP': '219 LT-PEMFC mCHP - natural gas', # 2015
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'biogas' : '81 Biogas, Basic plant, small', # 2020
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'biogas CC' : '81 Biogas, Basic plant, small', # 2020
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'biogas upgrading': '82 Upgrading 3,000 Nm3 per h', # 2020
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'hydrogen storage underground': '151c Hydrogen Storage - Caverns', # 2015dc
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'hydrogen storage tank type 1 including compressor': '151a Hydrogen Storage - Tanks', # 2015dc
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'micro CHP': '219 LT-PEMFC mCHP - natural gas', # 2015dc
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'biogas' : '81 Biogas, Basic plant, small', # 2020dc
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'biogas CC' : '81 Biogas, Basic plant, small', # 2020dc
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'biogas upgrading': '82 Upgrading 3,000 Nm3 per h', # 2020dc
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'battery': '180 Lithium Ion Battery', # 2015
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'industrial heat pump medium temperature': '302.a High temp. hp Up to 125 C', # 2019
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'industrial heat pump high temperature': '302.b High temp. hp Up to 150', # 2019
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'electric boiler steam': '310.1 Electric boiler steam ', # 2019
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'gas boiler steam': '311.1c Steam boiler Gas', # 2019
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'solid biomass boiler steam': '311.1e Steam boiler Wood', # 2019
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'solid biomass boiler steam CC': '311.1e Steam boiler Wood', # 2019
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'industrial heat pump medium temperature': '302.a High temp. hp Up to 125 C', # 2019dcd
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'industrial heat pump high temperature': '302.b High temp. hp Up to 150', # 2019dc
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'electric boiler steam': '310.1 Electric boiler steam ', # 2019dc
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'gas boiler steam': '311.1c Steam boiler Gas', # 2019dc
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'solid biomass boiler steam': '311.1e Steam boiler Wood', # 2019dc
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'solid biomass boiler steam CC': '311.1e Steam boiler Wood', # 2019dc
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'biomass boiler': '204 Biomass boiler, automatic', # <2018
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'electrolysis': '86 AEC 100 MW', # 2020
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'direct air capture': '403.a Direct air capture', # 2020
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'biomass CHP capture': '401.a Post comb - small CHP', # 2020
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'cement capture': '401.c Post comb - Cement kiln', # 2020
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'BioSNG': '84 Gasif. CFB, Bio-SNG', # 2020
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'BtL': '85 Gasif. Ent. Flow FT, liq fu ', # 2020
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'biomass-to-methanol': '97 Methanol from biomass gasif.', # 2020
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'biogas plus hydrogen': '99 SNG from methan. of biogas', # 2020
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'methanolisation': '98 Methanol from hydrogen', # 2020
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'Fischer-Tropsch': '102 Hydrogen to Jet', # 2020
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'electrolysis': '86 AEC 100 MW', # 2020dc
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'direct air capture': '403.a Direct air capture', # 2020dc
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'biomass CHP capture': '401.a Post comb - small CHP', # 2020dc
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'cement capture': '401.c Post comb - Cement kiln', # 2020dc
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'BioSNG': '84 Gasif. CFB, Bio-SNG', # 2020dc
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'BtL': '85 Gasif. Ent. Flow FT, liq fu ', # 2020dc
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'biomass-to-methanol': '97 Methanol from biomass gasif.', # 2020dc
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'biogas plus hydrogen': '99 SNG from methan. of biogas', # 2020dc
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'methanolisation': '98 Methanol from hydrogen', # 2020dc
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'Fischer-Tropsch': '102 Hydrogen to Jet', # 2020dc
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'central hydrogen CHP': '12 LT-PEMFC CHP', # 2015
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'Haber-Bosch': '103 Hydrogen to Ammonia', # 2020
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'air separation unit': '103 Hydrogen to Ammonia', # 2020
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'Haber-Bosch': '103 Hydrogen to Ammonia', # 2015dc
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'air separation unit': '103 Hydrogen to Ammonia', # 2015dc
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'waste CHP': '08 WtE CHP, Large, 50 degree', # 2015
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'waste CHP CC': '08 WtE CHP, Large, 50 degree', # 2015
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# 'electricity distribution rural': '101 2 el distri Rural',
@@ -209,7 +209,7 @@
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# since February 2022 DEA uses a new format for the technology data
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# all excel sheets of updated technologies have a different layout and are
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# given in EUR_2020 money (instead of EUR_2015)
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new_format = ['solar-utility',
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cost_year_2020 = ['solar-utility',
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'solar-utility single-axis tracking',
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'solar-rooftop residential',
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'solar-rooftop commercial',
@@ -226,9 +226,21 @@
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'biomass-to-methanol',
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'biogas plus hydrogen',
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'methanolisation',
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'Fischer-Tropsch',
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'Haber-Bosch',
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'air separation unit']
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'Fischer-Tropsch'
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]
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cost_year_2019 = ['direct firing gas',
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'direct firing gas CC',
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'direct firing solid fuels',
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'direct firing solid fuels CC',
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'industrial heat pump medium temperature',
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'industrial heat pump high temperature',
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'electric boiler steam',
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'gas boiler steam',
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'solid biomass boiler steam',
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'solid biomass boiler steam CC',
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]
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# %% -------- FUNCTIONS ---------------------------------------------------
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@@ -287,7 +299,7 @@ def get_data_DEA(tech, data_in, expectation=None):
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usecols += f",{uncrtnty_lookup[tech]}"
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if (tech in new_format) or ("renewable_fuels" in excel_file):
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if (tech in cost_year_2019) or (tech in cost_year_2020) or ("renewable_fuels" in excel_file):
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skiprows = [0]
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else:
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skiprows = [0,1]
@@ -468,7 +480,7 @@ def get_data_DEA(tech, data_in, expectation=None):
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df_final = df_final.ffill(axis=1)
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df_final["source"] = source_dict["DEA"] + ", " + excel_file.replace("inputs/","")
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if tech in new_format and (tech!="electrolysis"):
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if tech in (cost_year_2019+cost_year_2020) and (tech!="electrolysis"):
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for attr in ["investment", "Fixed O&M"]:
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to_drop = df[df.index.str.contains(attr) &
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~df.index.str.contains("\(\*total\)")].index
@@ -2198,7 +2210,7 @@ def prepare_inflation_rate(fn):
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data = add_carbon_capture(data, tech_data)
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# adjust for inflation
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data["currency_year"] = [2015 if x not in new_format else 2020 for x in
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data["currency_year"] = [2015 if x not in (cost_year_2020 or cost_year_2019) else 2019 if x in cost_year_2019 else 2020 for x in
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data.index.get_level_values(0)]
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