diff --git a/outputs/costs_2020.csv b/outputs/costs_2020.csv index 38b57ca7..57505623 100644 --- a/outputs/costs_2020.csv +++ b/outputs/costs_2020.csv @@ -731,11 +731,11 @@ central water pit storage,lifetime,20.0,years,"Danish Energy Agency, technology_ central water tank storage,FOM,0.2901,%/year,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank: Fixed O&M,2015.0 central water tank storage,investment,3.1374,EUR/kWhCapacity,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank: Specific investment,2015.0 central water tank storage,lifetime,40.0,years,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank: Technical lifetime,2015.0 -central water-sourced heat pump,FOM,0.8409,%/year,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Fixed O&M",2015.0 -central water-sourced heat pump,VOM,1.2593,EUR/MWh,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Variable O&M",2015.0 -central water-sourced heat pump,efficiency,3.7,per unit,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Total efficiency , net, annual average",2015.0 -central water-sourced heat pump,investment,503.3882,EUR/kW,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Specific investment",2015.0 -central water-sourced heat pump,lifetime,25.0,years,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Technical lifetime",2015.0 +central water-sourced heat pump,FOM,0.5,%/year,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Fixed O&M",2015.0 +central water-sourced heat pump,VOM,1.8942,EUR/MWh,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Variable O&M",2015.0 +central water-sourced heat pump,efficiency,3.78,per unit,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Total efficiency , net, annual average",2015.0 +central water-sourced heat pump,investment,1058.2216,EUR/kW,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Specific investment",2015.0 +central water-sourced heat pump,lifetime,40.0,years,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Technical lifetime",2015.0 clean water tank storage,FOM,2.0,%/year,"Caldera et al 2016: Local cost of seawater RO desalination based on solar PV and windenergy: A global estimate. (https://doi.org/10.1016/j.desal.2016.02.004), Table 1.",, clean water tank storage,investment,69.1286,EUR/m^3-H2O,"Caldera et al 2016: Local cost of seawater RO desalination based on solar PV and windenergy: A global estimate. (https://doi.org/10.1016/j.desal.2016.02.004), Table 1.",,2013.0 clean water tank storage,lifetime,30.0,years,"Caldera et al 2016: Local cost of seawater RO desalination based on solar PV and windenergy: A global estimate. (https://doi.org/10.1016/j.desal.2016.02.004), Table 1.",, diff --git a/outputs/costs_2025.csv b/outputs/costs_2025.csv index fc034c70..4496941c 100644 --- a/outputs/costs_2025.csv +++ b/outputs/costs_2025.csv @@ -731,11 +731,11 @@ central water pit storage,lifetime,22.5,years,"Danish Energy Agency, technology_ central water tank storage,FOM,0.2901,%/year,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank: Fixed O&M,2015.0 central water tank storage,investment,3.1374,EUR/kWhCapacity,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank: Specific investment,2015.0 central water tank storage,lifetime,40.0,years,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank: Technical lifetime,2015.0 -central water-sourced heat pump,FOM,0.8409,%/year,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Fixed O&M",2015.0 -central water-sourced heat pump,VOM,1.2593,EUR/MWh,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Variable O&M",2015.0 -central water-sourced heat pump,efficiency,3.7,per unit,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Total efficiency , net, annual average",2015.0 -central water-sourced heat pump,investment,503.3882,EUR/kW,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Specific investment",2015.0 -central water-sourced heat pump,lifetime,25.0,years,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Technical lifetime",2015.0 +central water-sourced heat pump,FOM,0.5,%/year,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Fixed O&M",2015.0 +central water-sourced heat pump,VOM,1.7884,EUR/MWh,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Variable O&M",2015.0 +central water-sourced heat pump,efficiency,3.8,per unit,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Total efficiency , net, annual average",2015.0 +central water-sourced heat pump,investment,1058.2216,EUR/kW,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Specific investment",2015.0 +central water-sourced heat pump,lifetime,40.0,years,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Technical lifetime",2015.0 clean water tank storage,FOM,2.0,%/year,"Caldera et al 2016: Local cost of seawater RO desalination based on solar PV and windenergy: A global estimate. (https://doi.org/10.1016/j.desal.2016.02.004), Table 1.",, clean water tank storage,investment,69.1286,EUR/m^3-H2O,"Caldera et al 2016: Local cost of seawater RO desalination based on solar PV and windenergy: A global estimate. (https://doi.org/10.1016/j.desal.2016.02.004), Table 1.",,2013.0 clean water tank storage,lifetime,30.0,years,"Caldera et al 2016: Local cost of seawater RO desalination based on solar PV and windenergy: A global estimate. (https://doi.org/10.1016/j.desal.2016.02.004), Table 1.",, diff --git a/outputs/costs_2030.csv b/outputs/costs_2030.csv index 1476922f..9989a6e7 100644 --- a/outputs/costs_2030.csv +++ b/outputs/costs_2030.csv @@ -731,11 +731,11 @@ central water pit storage,lifetime,25.0,years,"Danish Energy Agency, technology_ central water tank storage,FOM,0.2901,%/year,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank: Fixed O&M,2015.0 central water tank storage,investment,3.1374,EUR/kWhCapacity,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank: Specific investment,2015.0 central water tank storage,lifetime,40.0,years,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank: Technical lifetime,2015.0 -central water-sourced heat pump,FOM,1.0511,%/year,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Fixed O&M",2015.0 -central water-sourced heat pump,VOM,1.5979,EUR/MWh,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Variable O&M",2015.0 -central water-sourced heat pump,efficiency,3.7,per unit,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Total efficiency , net, annual average",2015.0 -central water-sourced heat pump,investment,402.7106,EUR/kW,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Specific investment",2015.0 -central water-sourced heat pump,lifetime,25.0,years,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Technical lifetime",2015.0 +central water-sourced heat pump,FOM,0.5,%/year,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Fixed O&M",2015.0 +central water-sourced heat pump,VOM,1.6826,EUR/MWh,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Variable O&M",2015.0 +central water-sourced heat pump,efficiency,3.82,per unit,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Total efficiency , net, annual average",2015.0 +central water-sourced heat pump,investment,1058.2216,EUR/kW,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Specific investment",2015.0 +central water-sourced heat pump,lifetime,40.0,years,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Technical lifetime",2015.0 clean water tank storage,FOM,2.0,%/year,"Caldera et al 2016: Local cost of seawater RO desalination based on solar PV and windenergy: A global estimate. (https://doi.org/10.1016/j.desal.2016.02.004), Table 1.",, clean water tank storage,investment,69.1286,EUR/m^3-H2O,"Caldera et al 2016: Local cost of seawater RO desalination based on solar PV and windenergy: A global estimate. (https://doi.org/10.1016/j.desal.2016.02.004), Table 1.",,2013.0 clean water tank storage,lifetime,30.0,years,"Caldera et al 2016: Local cost of seawater RO desalination based on solar PV and windenergy: A global estimate. (https://doi.org/10.1016/j.desal.2016.02.004), Table 1.",, diff --git a/outputs/costs_2035.csv b/outputs/costs_2035.csv index 54fc068f..50a005e8 100644 --- a/outputs/costs_2035.csv +++ b/outputs/costs_2035.csv @@ -731,11 +731,11 @@ central water pit storage,lifetime,25.0,years,"Danish Energy Agency, technology_ central water tank storage,FOM,0.2901,%/year,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank: Fixed O&M,2015.0 central water tank storage,investment,3.1374,EUR/kWhCapacity,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank: Specific investment,2015.0 central water tank storage,lifetime,40.0,years,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank: Technical lifetime,2015.0 -central water-sourced heat pump,FOM,1.0511,%/year,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Fixed O&M",2015.0 -central water-sourced heat pump,VOM,1.6402,EUR/MWh,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Variable O&M",2015.0 -central water-sourced heat pump,efficiency,3.75,per unit,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Total efficiency , net, annual average",2015.0 -central water-sourced heat pump,investment,402.7106,EUR/kW,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Specific investment",2015.0 -central water-sourced heat pump,lifetime,25.0,years,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Technical lifetime",2015.0 +central water-sourced heat pump,FOM,0.5,%/year,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Fixed O&M",2015.0 +central water-sourced heat pump,VOM,1.5768,EUR/MWh,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Variable O&M",2015.0 +central water-sourced heat pump,efficiency,3.84,per unit,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Total efficiency , net, annual average",2015.0 +central water-sourced heat pump,investment,1058.2216,EUR/kW,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Specific investment",2015.0 +central water-sourced heat pump,lifetime,40.0,years,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Technical lifetime",2015.0 clean water tank storage,FOM,2.0,%/year,"Caldera et al 2016: Local cost of seawater RO desalination based on solar PV and windenergy: A global estimate. (https://doi.org/10.1016/j.desal.2016.02.004), Table 1.",, clean water tank storage,investment,69.1286,EUR/m^3-H2O,"Caldera et al 2016: Local cost of seawater RO desalination based on solar PV and windenergy: A global estimate. (https://doi.org/10.1016/j.desal.2016.02.004), Table 1.",,2013.0 clean water tank storage,lifetime,30.0,years,"Caldera et al 2016: Local cost of seawater RO desalination based on solar PV and windenergy: A global estimate. (https://doi.org/10.1016/j.desal.2016.02.004), Table 1.",, diff --git a/outputs/costs_2040.csv b/outputs/costs_2040.csv index 1567617c..0bc24514 100644 --- a/outputs/costs_2040.csv +++ b/outputs/costs_2040.csv @@ -731,11 +731,11 @@ central water pit storage,lifetime,25.0,years,"Danish Energy Agency, technology_ central water tank storage,FOM,0.2901,%/year,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank: Fixed O&M,2015.0 central water tank storage,investment,3.1374,EUR/kWhCapacity,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank: Specific investment,2015.0 central water tank storage,lifetime,40.0,years,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank: Technical lifetime,2015.0 -central water-sourced heat pump,FOM,1.0511,%/year,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Fixed O&M",2015.0 -central water-sourced heat pump,VOM,1.6826,EUR/MWh,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Variable O&M",2015.0 -central water-sourced heat pump,efficiency,3.8,per unit,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Total efficiency , net, annual average",2015.0 -central water-sourced heat pump,investment,402.7106,EUR/kW,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Specific investment",2015.0 -central water-sourced heat pump,lifetime,25.0,years,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Technical lifetime",2015.0 +central water-sourced heat pump,FOM,0.5,%/year,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Fixed O&M",2015.0 +central water-sourced heat pump,VOM,1.4709,EUR/MWh,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Variable O&M",2015.0 +central water-sourced heat pump,efficiency,3.86,per unit,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Total efficiency , net, annual average",2015.0 +central water-sourced heat pump,investment,1058.2216,EUR/kW,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Specific investment",2015.0 +central water-sourced heat pump,lifetime,40.0,years,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Technical lifetime",2015.0 clean water tank storage,FOM,2.0,%/year,"Caldera et al 2016: Local cost of seawater RO desalination based on solar PV and windenergy: A global estimate. (https://doi.org/10.1016/j.desal.2016.02.004), Table 1.",, clean water tank storage,investment,69.1286,EUR/m^3-H2O,"Caldera et al 2016: Local cost of seawater RO desalination based on solar PV and windenergy: A global estimate. (https://doi.org/10.1016/j.desal.2016.02.004), Table 1.",,2013.0 clean water tank storage,lifetime,30.0,years,"Caldera et al 2016: Local cost of seawater RO desalination based on solar PV and windenergy: A global estimate. (https://doi.org/10.1016/j.desal.2016.02.004), Table 1.",, diff --git a/outputs/costs_2045.csv b/outputs/costs_2045.csv index 1859341a..48303251 100644 --- a/outputs/costs_2045.csv +++ b/outputs/costs_2045.csv @@ -731,11 +731,11 @@ central water pit storage,lifetime,25.0,years,"Danish Energy Agency, technology_ central water tank storage,FOM,0.2901,%/year,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank: Fixed O&M,2015.0 central water tank storage,investment,3.1374,EUR/kWhCapacity,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank: Specific investment,2015.0 central water tank storage,lifetime,40.0,years,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank: Technical lifetime,2015.0 -central water-sourced heat pump,FOM,1.0511,%/year,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Fixed O&M",2015.0 -central water-sourced heat pump,VOM,1.7249,EUR/MWh,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Variable O&M",2015.0 -central water-sourced heat pump,efficiency,3.8,per unit,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Total efficiency , net, annual average",2015.0 -central water-sourced heat pump,investment,402.7106,EUR/kW,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Specific investment",2015.0 -central water-sourced heat pump,lifetime,25.0,years,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Technical lifetime",2015.0 +central water-sourced heat pump,FOM,0.5,%/year,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Fixed O&M",2015.0 +central water-sourced heat pump,VOM,1.4709,EUR/MWh,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Variable O&M",2015.0 +central water-sourced heat pump,efficiency,3.86,per unit,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Total efficiency , net, annual average",2015.0 +central water-sourced heat pump,investment,1058.2216,EUR/kW,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Specific investment",2015.0 +central water-sourced heat pump,lifetime,40.0,years,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Technical lifetime",2015.0 clean water tank storage,FOM,2.0,%/year,"Caldera et al 2016: Local cost of seawater RO desalination based on solar PV and windenergy: A global estimate. (https://doi.org/10.1016/j.desal.2016.02.004), Table 1.",, clean water tank storage,investment,69.1286,EUR/m^3-H2O,"Caldera et al 2016: Local cost of seawater RO desalination based on solar PV and windenergy: A global estimate. (https://doi.org/10.1016/j.desal.2016.02.004), Table 1.",,2013.0 clean water tank storage,lifetime,30.0,years,"Caldera et al 2016: Local cost of seawater RO desalination based on solar PV and windenergy: A global estimate. (https://doi.org/10.1016/j.desal.2016.02.004), Table 1.",, diff --git a/outputs/costs_2050.csv b/outputs/costs_2050.csv index 14d4b38f..351ee1c5 100644 --- a/outputs/costs_2050.csv +++ b/outputs/costs_2050.csv @@ -731,11 +731,11 @@ central water pit storage,lifetime,25.0,years,"Danish Energy Agency, technology_ central water tank storage,FOM,0.2901,%/year,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank: Fixed O&M,2015.0 central water tank storage,investment,3.1374,EUR/kWhCapacity,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank: Specific investment,2015.0 central water tank storage,lifetime,40.0,years,"Danish Energy Agency, technology_data_catalogue_for_energy_storage.xlsx",141 Large hot water tank: Technical lifetime,2015.0 -central water-sourced heat pump,FOM,1.0511,%/year,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Fixed O&M",2015.0 -central water-sourced heat pump,VOM,1.7672,EUR/MWh,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Variable O&M",2015.0 -central water-sourced heat pump,efficiency,3.8,per unit,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Total efficiency , net, annual average",2015.0 -central water-sourced heat pump,investment,402.7106,EUR/kW,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Specific investment",2015.0 -central water-sourced heat pump,lifetime,25.0,years,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Technical lifetime",2015.0 +central water-sourced heat pump,FOM,0.5,%/year,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Fixed O&M",2015.0 +central water-sourced heat pump,VOM,1.4709,EUR/MWh,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Variable O&M",2015.0 +central water-sourced heat pump,efficiency,3.86,per unit,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Total efficiency , net, annual average",2015.0 +central water-sourced heat pump,investment,1058.2216,EUR/kW,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Specific investment",2015.0 +central water-sourced heat pump,lifetime,40.0,years,"Danish Energy Agency, technology_data_for_el_and_dh.xlsx","40 Comp. hp, seawater 20 MW: Technical lifetime",2015.0 clean water tank storage,FOM,2.0,%/year,"Caldera et al 2016: Local cost of seawater RO desalination based on solar PV and windenergy: A global estimate. (https://doi.org/10.1016/j.desal.2016.02.004), Table 1.",, clean water tank storage,investment,69.1286,EUR/m^3-H2O,"Caldera et al 2016: Local cost of seawater RO desalination based on solar PV and windenergy: A global estimate. (https://doi.org/10.1016/j.desal.2016.02.004), Table 1.",,2013.0 clean water tank storage,lifetime,30.0,years,"Caldera et al 2016: Local cost of seawater RO desalination based on solar PV and windenergy: A global estimate. (https://doi.org/10.1016/j.desal.2016.02.004), Table 1.",, diff --git a/scripts/compile_cost_assumptions.py b/scripts/compile_cost_assumptions.py index 93d503fc..d5dca78c 100644 --- a/scripts/compile_cost_assumptions.py +++ b/scripts/compile_cost_assumptions.py @@ -504,7 +504,7 @@ def get_data_DEA(tech, data_in, expectation=None): elif tech in ['Fischer-Tropsch', 'Haber-Bosch', 'air separation unit']: usecols = "B:F" elif tech in ["central water-sourced heat pump"]: - usecols = "B:K" + usecols = "B,I,K" else: usecols = "B:G" @@ -532,6 +532,33 @@ def get_data_DEA(tech, data_in, expectation=None): excel.dropna(axis=0, how="all", inplace=True) # print(excel) + if tech in ["central water-sourced heat pump"]: + # use only upper uncertainty range for systems without existing water intake + # convert "Uncertainty (2025)"" to "2025", "Uncertainty (2050)"" to "2050" (and so on if more years are added) + this_years = excel.loc[:,excel.iloc[1,:]=="Lower"].iloc[0,:].str.slice(-5,-1).astype(int) + # get values in upper uncertainty range + excel = excel.loc[:,excel.iloc[1,:]=="Upper"] + # rename columns to years constructed above + excel.columns = this_years + # add missing years + for y in years: + if y not in excel.columns: + excel[y] = np.nan + + # Sort columns by year + excel = excel.reindex(sorted(excel.columns), axis=1) + + # drop row Energy/technical data (not needed, contains strings which break interpolation) + excel = excel[~excel.index.str.contains("Energy/technical data")] + + # Interpolate to fill in NaN values + excel = excel.astype(float).interpolate(axis=1, method="linear") + # Extrapolation for missing values (not native in pandas) + # Currently, this is only first column (2020), since DEA data is available for 2025 and 2050 + if excel.iloc[:, 0].isnull().all(): + excel.iloc[:, 0] = excel.iloc[:, 1] + (excel.iloc[:, 1] - excel.iloc[:, 2]) / (excel.columns[2] - excel.columns[1]) * (excel.columns[1] - excel.columns[0]) + + if 2020 not in excel.columns: selection = excel[excel.isin([2020])].dropna(how="all").index excel.columns = excel.loc[selection].iloc[0, :].fillna("Technology", limit=1)