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split 2019 and 2020 cost data
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@JulianGeis
JulianGeis committed Feb 21, 2024
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100 changes: 56 additions & 44 deletions scripts/compile_cost_assumptions.py
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}

# [DEA-sheet-names]
sheet_names = {'onwind': '20 Onshore turbines', # 2015
'offwind': '21 Offshore turbines', # 2020
'solar-utility': '22 Utility-scale PV', #2020
sheet_names = {'onwind': '20 Onshore turbines', # 2015dc
'offwind': '21 Offshore turbines', # 2020dc
'solar-utility': '22 Utility-scale PV', #2020dc
'solar-utility single-axis tracking': '22 Utility-scale PV tracker', # 2020
'solar-rooftop residential': '22 Rooftop PV residential', # 2020
'solar-rooftop commercial': '22 Rooftop PV commercial', # 2020
'OCGT': '52 OCGT - Natural gas', # 2015?
'CCGT': '05 Gas turb. CC, steam extract.', # 2015
'oil': '50 Diesel engine farm', # 2015?
'OCGT': '52 OCGT - Natural gas', # 2015dc
'CCGT': '05 Gas turb. CC, steam extract.', # 2015dc
'oil': '50 Diesel engine farm', # 2015dc
'biomass CHP': '09c Straw, Large, 40 degree', # 2015
'biomass EOP': '09c Straw, Large, 40 degree', # 2015
'biomass HOP': '09c Straw HOP', # 2015
Expand All @@ -89,44 +89,44 @@
'central ground-sourced heat pump': '40 Absorption heat pump, DH', # 2015
'central resistive heater': '41 Electric Boilers', # 2015
'central gas boiler': '44 Natural Gas DH Only', # 2015
'decentral gas boiler': '202 Natural gas boiler', # <2018
'direct firing gas': '312.a Direct firing Natural Gas', # 2019
'direct firing gas CC': '312.a Direct firing Natural Gas', # 2019
'direct firing solid fuels': '312.b Direct firing Sold Fuels', # 2019
'direct firing solid fuels CC': '312.b Direct firing Sold Fuels', # 2019
'decentral ground-sourced heat pump': '207.7 Ground source existing', # <2018
'decentral air-sourced heat pump': '207.3 Air to water existing', # <2018
'decentral gas boiler': '202 Natural gas boiler', # 2015
'direct firing gas': '312.a Direct firing Natural Gas', # 2019dc
'direct firing gas CC': '312.a Direct firing Natural Gas', # 2019dc
'direct firing solid fuels': '312.b Direct firing Sold Fuels', # 2019dc
'direct firing solid fuels CC': '312.b Direct firing Sold Fuels', # 2019dc
'decentral ground-sourced heat pump': '207.7 Ground source existing', # 2015
'decentral air-sourced heat pump': '207.3 Air to water existing', # 2015dc
# 'decentral resistive heater': '216 Electric heating',
'central water tank storage': '140 PTES seasonal', # 2015
# 'decentral water tank storage': '142 Small scale hot water tank',
'fuel cell': '12 LT-PEMFC CHP', # 2015
'hydrogen storage underground': '151c Hydrogen Storage - Caverns', # 2015
'hydrogen storage tank type 1 including compressor': '151a Hydrogen Storage - Tanks', # 2015
'micro CHP': '219 LT-PEMFC mCHP - natural gas', # 2015
'biogas' : '81 Biogas, Basic plant, small', # 2020
'biogas CC' : '81 Biogas, Basic plant, small', # 2020
'biogas upgrading': '82 Upgrading 3,000 Nm3 per h', # 2020
'hydrogen storage underground': '151c Hydrogen Storage - Caverns', # 2015dc
'hydrogen storage tank type 1 including compressor': '151a Hydrogen Storage - Tanks', # 2015dc
'micro CHP': '219 LT-PEMFC mCHP - natural gas', # 2015dc
'biogas' : '81 Biogas, Basic plant, small', # 2020dc
'biogas CC' : '81 Biogas, Basic plant, small', # 2020dc
'biogas upgrading': '82 Upgrading 3,000 Nm3 per h', # 2020dc
'battery': '180 Lithium Ion Battery', # 2015
'industrial heat pump medium temperature': '302.a High temp. hp Up to 125 C', # 2019
'industrial heat pump high temperature': '302.b High temp. hp Up to 150', # 2019
'electric boiler steam': '310.1 Electric boiler steam ', # 2019
'gas boiler steam': '311.1c Steam boiler Gas', # 2019
'solid biomass boiler steam': '311.1e Steam boiler Wood', # 2019
'solid biomass boiler steam CC': '311.1e Steam boiler Wood', # 2019
'industrial heat pump medium temperature': '302.a High temp. hp Up to 125 C', # 2019dcd
'industrial heat pump high temperature': '302.b High temp. hp Up to 150', # 2019dc
'electric boiler steam': '310.1 Electric boiler steam ', # 2019dc
'gas boiler steam': '311.1c Steam boiler Gas', # 2019dc
'solid biomass boiler steam': '311.1e Steam boiler Wood', # 2019dc
'solid biomass boiler steam CC': '311.1e Steam boiler Wood', # 2019dc
'biomass boiler': '204 Biomass boiler, automatic', # <2018
'electrolysis': '86 AEC 100 MW', # 2020
'direct air capture': '403.a Direct air capture', # 2020
'biomass CHP capture': '401.a Post comb - small CHP', # 2020
'cement capture': '401.c Post comb - Cement kiln', # 2020
'BioSNG': '84 Gasif. CFB, Bio-SNG', # 2020
'BtL': '85 Gasif. Ent. Flow FT, liq fu ', # 2020
'biomass-to-methanol': '97 Methanol from biomass gasif.', # 2020
'biogas plus hydrogen': '99 SNG from methan. of biogas', # 2020
'methanolisation': '98 Methanol from hydrogen', # 2020
'Fischer-Tropsch': '102 Hydrogen to Jet', # 2020
'electrolysis': '86 AEC 100 MW', # 2020dc
'direct air capture': '403.a Direct air capture', # 2020dc
'biomass CHP capture': '401.a Post comb - small CHP', # 2020dc
'cement capture': '401.c Post comb - Cement kiln', # 2020dc
'BioSNG': '84 Gasif. CFB, Bio-SNG', # 2020dc
'BtL': '85 Gasif. Ent. Flow FT, liq fu ', # 2020dc
'biomass-to-methanol': '97 Methanol from biomass gasif.', # 2020dc
'biogas plus hydrogen': '99 SNG from methan. of biogas', # 2020dc
'methanolisation': '98 Methanol from hydrogen', # 2020dc
'Fischer-Tropsch': '102 Hydrogen to Jet', # 2020dc
'central hydrogen CHP': '12 LT-PEMFC CHP', # 2015
'Haber-Bosch': '103 Hydrogen to Ammonia', # 2020
'air separation unit': '103 Hydrogen to Ammonia', # 2020
'Haber-Bosch': '103 Hydrogen to Ammonia', # 2015dc
'air separation unit': '103 Hydrogen to Ammonia', # 2015dc
'waste CHP': '08 WtE CHP, Large, 50 degree', # 2015
'waste CHP CC': '08 WtE CHP, Large, 50 degree', # 2015
# 'electricity distribution rural': '101 2 el distri Rural',
Expand Down Expand Up @@ -209,7 +209,7 @@
# since February 2022 DEA uses a new format for the technology data
# all excel sheets of updated technologies have a different layout and are
# given in EUR_2020 money (instead of EUR_2015)
new_format = ['solar-utility',
cost_year_2020 = ['solar-utility',
'solar-utility single-axis tracking',
'solar-rooftop residential',
'solar-rooftop commercial',
Expand All @@ -226,9 +226,21 @@
'biomass-to-methanol',
'biogas plus hydrogen',
'methanolisation',
'Fischer-Tropsch',
'Haber-Bosch',
'air separation unit']
'Fischer-Tropsch'
]

cost_year_2019 = ['direct firing gas',
'direct firing gas CC',
'direct firing solid fuels',
'direct firing solid fuels CC',
'industrial heat pump medium temperature',
'industrial heat pump high temperature',
'electric boiler steam',
'gas boiler steam',
'solid biomass boiler steam',
'solid biomass boiler steam CC',
]


# %% -------- FUNCTIONS ---------------------------------------------------

Expand Down Expand Up @@ -287,7 +299,7 @@ def get_data_DEA(tech, data_in, expectation=None):
usecols += f",{uncrtnty_lookup[tech]}"


if (tech in new_format) or ("renewable_fuels" in excel_file):
if (tech in cost_year_2019) or (tech in cost_year_2020) or ("renewable_fuels" in excel_file):
skiprows = [0]
else:
skiprows = [0,1]
Expand Down Expand Up @@ -468,7 +480,7 @@ def get_data_DEA(tech, data_in, expectation=None):
df_final = df_final.ffill(axis=1)

df_final["source"] = source_dict["DEA"] + ", " + excel_file.replace("inputs/","")
if tech in new_format and (tech!="electrolysis"):
if tech in (cost_year_2019+cost_year_2020) and (tech!="electrolysis"):
for attr in ["investment", "Fixed O&M"]:
to_drop = df[df.index.str.contains(attr) &
~df.index.str.contains("\(\*total\)")].index
Expand Down Expand Up @@ -2198,7 +2210,7 @@ def prepare_inflation_rate(fn):
data = add_carbon_capture(data, tech_data)

# adjust for inflation
data["currency_year"] = [2015 if x not in new_format else 2020 for x in
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
data.index.get_level_values(0)]


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