diff --git a/outputs/US/costs_2020.csv b/outputs/US/costs_2020.csv index d155b1f6..a16315ee 100644 --- a/outputs/US/costs_2020.csv +++ b/outputs/US/costs_2020.csv @@ -4239,6 +4239,12 @@ organic rankine cycle,FOM,2.0,%/year,"Aghahosseini, Breyer 2020: From hot rock t organic rankine cycle,electricity-input,0.12,MWh_el/MWh_th,"Aghahosseini, Breyer 2020: From hot rock to useful energy: A global estimate of enhanced geothermal systems potential, https://www.sciencedirect.com/science/article/pii/S0306261920312551; Breede et al. 2015: Overcoming challenges in the classification of deep geothermal potential, https://eprints.gla.ac.uk/169585/","Heat-input, Electricity-output. This is a rough estimate, depends on input temperature, implies ~150 C.",2020.0,, organic rankine cycle,investment,1376.0,EUR/kW_el,Tartiere and Astolfi 2017: A world overview of the organic Rankine cycle market,"Low rollout complicates the estimation, compounded by a dependence both on plant size and temperature, converted from 1500 USD/kW using currency conversion 1.09 USD = 1 EUR.",2020.0,, organic rankine cycle,lifetime,30.0,years,"Aghahosseini, Breyer 2020: From hot rock to useful energy: A global estimate of enhanced geothermal systems potential, https://www.sciencedirect.com/science/article/pii/S0306261920312551",,2020.0,, +perennials gbr,FOM,0.0,%/year,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0,, +perennials gbr,VOM,43.2317,EUR/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,Includes purchase of perennials and revenue from protein concentrate; incl. wages/maintenance/aux costs (R1),2015.0,, +perennials gbr,biogas-output,0.1947,MWh/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0,, +perennials gbr,electricity-input,0.0733,MWh/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0,, +perennials gbr,investment,1371509.7864,EUR/tDM/h,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,Includes GBR plant and scaled biogas plant without upgrading,2015.0,, +perennials gbr,lifetime,25.0,years,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0,, ror,CF,0.6564,per unit,NREL/ATB-https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=ATB%2Felectricity%2Fcsv%2F2022%2F,Meaning of scenario and financial case: https://atb.nrel.gov/electricity/2024/definitions#scenarios,2020.0,Market,Advanced ror,CF,0.6564,per unit,NREL/ATB-https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=ATB%2Felectricity%2Fcsv%2F2022%2F,Meaning of scenario and financial case: https://atb.nrel.gov/electricity/2024/definitions#scenarios,2020.0,Market,Conservative ror,CF,0.6564,per unit,NREL/ATB-https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=ATB%2Felectricity%2Fcsv%2F2022%2F,Meaning of scenario and financial case: https://atb.nrel.gov/electricity/2024/definitions#scenarios,2020.0,Market,Moderate diff --git a/outputs/US/costs_2025.csv b/outputs/US/costs_2025.csv index 8c911804..e49ed33f 100644 --- a/outputs/US/costs_2025.csv +++ b/outputs/US/costs_2025.csv @@ -4309,6 +4309,12 @@ organic rankine cycle,FOM,2.0,%/year,"Aghahosseini, Breyer 2020: From hot rock t organic rankine cycle,electricity-input,0.12,MWh_el/MWh_th,"Aghahosseini, Breyer 2020: From hot rock to useful energy: A global estimate of enhanced geothermal systems potential, https://www.sciencedirect.com/science/article/pii/S0306261920312551; Breede et al. 2015: Overcoming challenges in the classification of deep geothermal potential, https://eprints.gla.ac.uk/169585/","Heat-input, Electricity-output. This is a rough estimate, depends on input temperature, implies ~150 C.",2020.0,, organic rankine cycle,investment,1376.0,EUR/kW_el,Tartiere and Astolfi 2017: A world overview of the organic Rankine cycle market,"Low rollout complicates the estimation, compounded by a dependence both on plant size and temperature, converted from 1500 USD/kW using currency conversion 1.09 USD = 1 EUR.",2020.0,, organic rankine cycle,lifetime,30.0,years,"Aghahosseini, Breyer 2020: From hot rock to useful energy: A global estimate of enhanced geothermal systems potential, https://www.sciencedirect.com/science/article/pii/S0306261920312551",,2020.0,, +perennials gbr,FOM,0.0,%/year,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0,, +perennials gbr,VOM,43.2317,EUR/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,Includes purchase of perennials and revenue from protein concentrate; incl. wages/maintenance/aux costs (R1),2015.0,, +perennials gbr,biogas-output,0.1947,MWh/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0,, +perennials gbr,electricity-input,0.0733,MWh/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0,, +perennials gbr,investment,1371509.7864,EUR/tDM/h,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,Includes GBR plant and scaled biogas plant without upgrading,2015.0,, +perennials gbr,lifetime,25.0,years,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0,, ror,CF,0.66,per unit,NREL/ATB-https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=ATB%2Felectricity%2Fcsv%2F2022%2F,Meaning of scenario and financial case: https://atb.nrel.gov/electricity/2024/definitions#scenarios,2022.0,Market,Advanced ror,CF,0.66,per unit,NREL/ATB-https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=ATB%2Felectricity%2Fcsv%2F2022%2F,Meaning of scenario and financial case: https://atb.nrel.gov/electricity/2024/definitions#scenarios,2022.0,Market,Moderate ror,CF,0.66,per unit,NREL/ATB-https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=ATB%2Felectricity%2Fcsv%2F2022%2F,Meaning of scenario and financial case: https://atb.nrel.gov/electricity/2024/definitions#scenarios,2022.0,Market,Conservative diff --git a/outputs/US/costs_2030.csv b/outputs/US/costs_2030.csv index 35c38a65..a61dfe54 100644 --- a/outputs/US/costs_2030.csv +++ b/outputs/US/costs_2030.csv @@ -4501,6 +4501,12 @@ organic rankine cycle,FOM,2.0,%/year,"Aghahosseini, Breyer 2020: From hot rock t organic rankine cycle,electricity-input,0.12,MWh_el/MWh_th,"Aghahosseini, Breyer 2020: From hot rock to useful energy: A global estimate of enhanced geothermal systems potential, https://www.sciencedirect.com/science/article/pii/S0306261920312551; Breede et al. 2015: Overcoming challenges in the classification of deep geothermal potential, https://eprints.gla.ac.uk/169585/","Heat-input, Electricity-output. This is a rough estimate, depends on input temperature, implies ~150 C.",2020.0,, organic rankine cycle,investment,1376.0,EUR/kW_el,Tartiere and Astolfi 2017: A world overview of the organic Rankine cycle market,"Low rollout complicates the estimation, compounded by a dependence both on plant size and temperature, converted from 1500 USD/kW using currency conversion 1.09 USD = 1 EUR.",2020.0,, organic rankine cycle,lifetime,30.0,years,"Aghahosseini, Breyer 2020: From hot rock to useful energy: A global estimate of enhanced geothermal systems potential, https://www.sciencedirect.com/science/article/pii/S0306261920312551",,2020.0,, +perennials gbr,FOM,0.0,%/year,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0,, +perennials gbr,VOM,43.2317,EUR/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,Includes purchase of perennials and revenue from protein concentrate; incl. wages/maintenance/aux costs (R1),2015.0,, +perennials gbr,biogas-output,0.1947,MWh/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0,, +perennials gbr,electricity-input,0.0733,MWh/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0,, +perennials gbr,investment,1371509.7864,EUR/tDM/h,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,Includes GBR plant and scaled biogas plant without upgrading,2015.0,, +perennials gbr,lifetime,25.0,years,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0,, ror,CF,0.66,per unit,NREL/ATB-https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=ATB%2Felectricity%2Fcsv%2F2022%2F,Meaning of scenario and financial case: https://atb.nrel.gov/electricity/2024/definitions#scenarios,2022.0,Market,Advanced ror,CF,0.66,per unit,NREL/ATB-https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=ATB%2Felectricity%2Fcsv%2F2022%2F,Meaning of scenario and financial case: https://atb.nrel.gov/electricity/2024/definitions#scenarios,2022.0,Market,Moderate ror,CF,0.66,per unit,NREL/ATB-https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=ATB%2Felectricity%2Fcsv%2F2022%2F,Meaning of scenario and financial case: https://atb.nrel.gov/electricity/2024/definitions#scenarios,2022.0,Market,Conservative diff --git a/outputs/US/costs_2035.csv b/outputs/US/costs_2035.csv index 7ae12d4a..6f340fed 100644 --- a/outputs/US/costs_2035.csv +++ b/outputs/US/costs_2035.csv @@ -4525,6 +4525,12 @@ organic rankine cycle,FOM,2.0,%/year,"Aghahosseini, Breyer 2020: From hot rock t organic rankine cycle,electricity-input,0.12,MWh_el/MWh_th,"Aghahosseini, Breyer 2020: From hot rock to useful energy: A global estimate of enhanced geothermal systems potential, https://www.sciencedirect.com/science/article/pii/S0306261920312551; Breede et al. 2015: Overcoming challenges in the classification of deep geothermal potential, https://eprints.gla.ac.uk/169585/","Heat-input, Electricity-output. This is a rough estimate, depends on input temperature, implies ~150 C.",2020.0,, organic rankine cycle,investment,1376.0,EUR/kW_el,Tartiere and Astolfi 2017: A world overview of the organic Rankine cycle market,"Low rollout complicates the estimation, compounded by a dependence both on plant size and temperature, converted from 1500 USD/kW using currency conversion 1.09 USD = 1 EUR.",2020.0,, organic rankine cycle,lifetime,30.0,years,"Aghahosseini, Breyer 2020: From hot rock to useful energy: A global estimate of enhanced geothermal systems potential, https://www.sciencedirect.com/science/article/pii/S0306261920312551",,2020.0,, +perennials gbr,FOM,0.0,%/year,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0,, +perennials gbr,VOM,43.2317,EUR/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,Includes purchase of perennials and revenue from protein concentrate; incl. wages/maintenance/aux costs (R1),2015.0,, +perennials gbr,biogas-output,0.1947,MWh/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0,, +perennials gbr,electricity-input,0.0733,MWh/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0,, +perennials gbr,investment,1371509.7864,EUR/tDM/h,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,Includes GBR plant and scaled biogas plant without upgrading,2015.0,, +perennials gbr,lifetime,25.0,years,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0,, ror,CF,0.66,per unit,NREL/ATB-https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=ATB%2Felectricity%2Fcsv%2F2022%2F,Meaning of scenario and financial case: https://atb.nrel.gov/electricity/2024/definitions#scenarios,2022.0,Market,Advanced ror,CF,0.66,per unit,NREL/ATB-https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=ATB%2Felectricity%2Fcsv%2F2022%2F,Meaning of scenario and financial case: https://atb.nrel.gov/electricity/2024/definitions#scenarios,2022.0,Market,Moderate ror,CF,0.66,per unit,NREL/ATB-https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=ATB%2Felectricity%2Fcsv%2F2022%2F,Meaning of scenario and financial case: https://atb.nrel.gov/electricity/2024/definitions#scenarios,2022.0,Market,Conservative diff --git a/outputs/US/costs_2040.csv b/outputs/US/costs_2040.csv index f3d8fe55..ee43cf0c 100644 --- a/outputs/US/costs_2040.csv +++ b/outputs/US/costs_2040.csv @@ -4525,6 +4525,12 @@ organic rankine cycle,FOM,2.0,%/year,"Aghahosseini, Breyer 2020: From hot rock t organic rankine cycle,electricity-input,0.12,MWh_el/MWh_th,"Aghahosseini, Breyer 2020: From hot rock to useful energy: A global estimate of enhanced geothermal systems potential, https://www.sciencedirect.com/science/article/pii/S0306261920312551; Breede et al. 2015: Overcoming challenges in the classification of deep geothermal potential, https://eprints.gla.ac.uk/169585/","Heat-input, Electricity-output. This is a rough estimate, depends on input temperature, implies ~150 C.",2020.0,, organic rankine cycle,investment,1376.0,EUR/kW_el,Tartiere and Astolfi 2017: A world overview of the organic Rankine cycle market,"Low rollout complicates the estimation, compounded by a dependence both on plant size and temperature, converted from 1500 USD/kW using currency conversion 1.09 USD = 1 EUR.",2020.0,, organic rankine cycle,lifetime,30.0,years,"Aghahosseini, Breyer 2020: From hot rock to useful energy: A global estimate of enhanced geothermal systems potential, https://www.sciencedirect.com/science/article/pii/S0306261920312551",,2020.0,, +perennials gbr,FOM,0.0,%/year,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0,, +perennials gbr,VOM,43.2317,EUR/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,Includes purchase of perennials and revenue from protein concentrate; incl. wages/maintenance/aux costs (R1),2015.0,, +perennials gbr,biogas-output,0.1947,MWh/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0,, +perennials gbr,electricity-input,0.0733,MWh/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0,, +perennials gbr,investment,1371509.7864,EUR/tDM/h,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,Includes GBR plant and scaled biogas plant without upgrading,2015.0,, +perennials gbr,lifetime,25.0,years,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0,, ror,CF,0.66,per unit,NREL/ATB-https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=ATB%2Felectricity%2Fcsv%2F2022%2F,Meaning of scenario and financial case: https://atb.nrel.gov/electricity/2024/definitions#scenarios,2022.0,Market,Advanced ror,CF,0.66,per unit,NREL/ATB-https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=ATB%2Felectricity%2Fcsv%2F2022%2F,Meaning of scenario and financial case: https://atb.nrel.gov/electricity/2024/definitions#scenarios,2022.0,Market,Moderate ror,CF,0.66,per unit,NREL/ATB-https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=ATB%2Felectricity%2Fcsv%2F2022%2F,Meaning of scenario and financial case: https://atb.nrel.gov/electricity/2024/definitions#scenarios,2022.0,Market,Conservative diff --git a/outputs/US/costs_2045.csv b/outputs/US/costs_2045.csv index 9fb13c81..6a5851be 100644 --- a/outputs/US/costs_2045.csv +++ b/outputs/US/costs_2045.csv @@ -4525,6 +4525,12 @@ organic rankine cycle,FOM,2.0,%/year,"Aghahosseini, Breyer 2020: From hot rock t organic rankine cycle,electricity-input,0.12,MWh_el/MWh_th,"Aghahosseini, Breyer 2020: From hot rock to useful energy: A global estimate of enhanced geothermal systems potential, https://www.sciencedirect.com/science/article/pii/S0306261920312551; Breede et al. 2015: Overcoming challenges in the classification of deep geothermal potential, https://eprints.gla.ac.uk/169585/","Heat-input, Electricity-output. This is a rough estimate, depends on input temperature, implies ~150 C.",2020.0,, organic rankine cycle,investment,1376.0,EUR/kW_el,Tartiere and Astolfi 2017: A world overview of the organic Rankine cycle market,"Low rollout complicates the estimation, compounded by a dependence both on plant size and temperature, converted from 1500 USD/kW using currency conversion 1.09 USD = 1 EUR.",2020.0,, organic rankine cycle,lifetime,30.0,years,"Aghahosseini, Breyer 2020: From hot rock to useful energy: A global estimate of enhanced geothermal systems potential, https://www.sciencedirect.com/science/article/pii/S0306261920312551",,2020.0,, +perennials gbr,FOM,0.0,%/year,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0,, +perennials gbr,VOM,43.2317,EUR/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,Includes purchase of perennials and revenue from protein concentrate; incl. wages/maintenance/aux costs (R1),2015.0,, +perennials gbr,biogas-output,0.1947,MWh/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0,, +perennials gbr,electricity-input,0.0733,MWh/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0,, +perennials gbr,investment,1371509.7864,EUR/tDM/h,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,Includes GBR plant and scaled biogas plant without upgrading,2015.0,, +perennials gbr,lifetime,25.0,years,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0,, ror,CF,0.66,per unit,NREL/ATB-https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=ATB%2Felectricity%2Fcsv%2F2022%2F,Meaning of scenario and financial case: https://atb.nrel.gov/electricity/2024/definitions#scenarios,2022.0,Market,Advanced ror,CF,0.66,per unit,NREL/ATB-https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=ATB%2Felectricity%2Fcsv%2F2022%2F,Meaning of scenario and financial case: https://atb.nrel.gov/electricity/2024/definitions#scenarios,2022.0,Market,Moderate ror,CF,0.66,per unit,NREL/ATB-https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=ATB%2Felectricity%2Fcsv%2F2022%2F,Meaning of scenario and financial case: https://atb.nrel.gov/electricity/2024/definitions#scenarios,2022.0,Market,Conservative diff --git a/outputs/US/costs_2050.csv b/outputs/US/costs_2050.csv index 9eba0494..0ba095ab 100644 --- a/outputs/US/costs_2050.csv +++ b/outputs/US/costs_2050.csv @@ -4525,6 +4525,12 @@ organic rankine cycle,FOM,2.0,%/year,"Aghahosseini, Breyer 2020: From hot rock t organic rankine cycle,electricity-input,0.12,MWh_el/MWh_th,"Aghahosseini, Breyer 2020: From hot rock to useful energy: A global estimate of enhanced geothermal systems potential, https://www.sciencedirect.com/science/article/pii/S0306261920312551; Breede et al. 2015: Overcoming challenges in the classification of deep geothermal potential, https://eprints.gla.ac.uk/169585/","Heat-input, Electricity-output. This is a rough estimate, depends on input temperature, implies ~150 C.",2020.0,, organic rankine cycle,investment,1376.0,EUR/kW_el,Tartiere and Astolfi 2017: A world overview of the organic Rankine cycle market,"Low rollout complicates the estimation, compounded by a dependence both on plant size and temperature, converted from 1500 USD/kW using currency conversion 1.09 USD = 1 EUR.",2020.0,, organic rankine cycle,lifetime,30.0,years,"Aghahosseini, Breyer 2020: From hot rock to useful energy: A global estimate of enhanced geothermal systems potential, https://www.sciencedirect.com/science/article/pii/S0306261920312551",,2020.0,, +perennials gbr,FOM,0.0,%/year,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0,, +perennials gbr,VOM,43.2317,EUR/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,Includes purchase of perennials and revenue from protein concentrate; incl. wages/maintenance/aux costs (R1),2015.0,, +perennials gbr,biogas-output,0.1947,MWh/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0,, +perennials gbr,electricity-input,0.0733,MWh/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0,, +perennials gbr,investment,1371509.7864,EUR/tDM/h,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,Includes GBR plant and scaled biogas plant without upgrading,2015.0,, +perennials gbr,lifetime,25.0,years,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0,, ror,CF,0.66,per unit,NREL/ATB-https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=ATB%2Felectricity%2Fcsv%2F2022%2F,Meaning of scenario and financial case: https://atb.nrel.gov/electricity/2024/definitions#scenarios,2022.0,Market,Advanced ror,CF,0.66,per unit,NREL/ATB-https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=ATB%2Felectricity%2Fcsv%2F2022%2F,Meaning of scenario and financial case: https://atb.nrel.gov/electricity/2024/definitions#scenarios,2022.0,Market,Moderate ror,CF,0.66,per unit,NREL/ATB-https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=ATB%2Felectricity%2Fcsv%2F2022%2F,Meaning of scenario and financial case: https://atb.nrel.gov/electricity/2024/definitions#scenarios,2022.0,Market,Conservative diff --git a/outputs/costs_2020.csv b/outputs/costs_2020.csv index d612abc2..b4633726 100644 --- a/outputs/costs_2020.csv +++ b/outputs/costs_2020.csv @@ -1169,6 +1169,12 @@ organic rankine cycle,FOM,2.0,%/year,"Aghahosseini, Breyer 2020: From hot rock t organic rankine cycle,electricity-input,0.12,MWh_el/MWh_th,"Aghahosseini, Breyer 2020: From hot rock to useful energy: A global estimate of enhanced geothermal systems potential, https://www.sciencedirect.com/science/article/pii/S0306261920312551; Breede et al. 2015: Overcoming challenges in the classification of deep geothermal potential, https://eprints.gla.ac.uk/169585/","Heat-input, Electricity-output. This is a rough estimate, depends on input temperature, implies ~150 C.",2020.0 organic rankine cycle,investment,1376.0,EUR/kW_el,Tartiere and Astolfi 2017: A world overview of the organic Rankine cycle market,"Low rollout complicates the estimation, compounded by a dependence both on plant size and temperature, converted from 1500 USD/kW using currency conversion 1.09 USD = 1 EUR.",2020.0 organic rankine cycle,lifetime,30.0,years,"Aghahosseini, Breyer 2020: From hot rock to useful energy: A global estimate of enhanced geothermal systems potential, https://www.sciencedirect.com/science/article/pii/S0306261920312551",,2020.0 +perennials gbr,FOM,0.0,%/year,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0 +perennials gbr,VOM,43.2317,EUR/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,Includes purchase of perennials and revenue from protein concentrate; incl. wages/maintenance/aux costs (R1),2015.0 +perennials gbr,biogas-output,0.1947,MWh/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0 +perennials gbr,electricity-input,0.0733,MWh/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0 +perennials gbr,investment,1371509.7864,EUR/tDM/h,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,Includes GBR plant and scaled biogas plant without upgrading,2015.0 +perennials gbr,lifetime,25.0,years,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0 ror,FOM,2.0,%/year,DIW DataDoc http://hdl.handle.net/10419/80348, from old pypsa cost assumptions,2015.0 ror,efficiency,0.9,per unit,DIW DataDoc http://hdl.handle.net/10419/80348, from old pypsa cost assumptions,2015.0 ror,investment,3412.2266,EUR/kWel,DIW DataDoc http://hdl.handle.net/10419/80348, from old pypsa cost assumptions,2010.0 diff --git a/outputs/costs_2025.csv b/outputs/costs_2025.csv index e1e1c1c4..188a74e3 100644 --- a/outputs/costs_2025.csv +++ b/outputs/costs_2025.csv @@ -1169,6 +1169,12 @@ organic rankine cycle,FOM,2.0,%/year,"Aghahosseini, Breyer 2020: From hot rock t organic rankine cycle,electricity-input,0.12,MWh_el/MWh_th,"Aghahosseini, Breyer 2020: From hot rock to useful energy: A global estimate of enhanced geothermal systems potential, https://www.sciencedirect.com/science/article/pii/S0306261920312551; Breede et al. 2015: Overcoming challenges in the classification of deep geothermal potential, https://eprints.gla.ac.uk/169585/","Heat-input, Electricity-output. This is a rough estimate, depends on input temperature, implies ~150 C.",2020.0 organic rankine cycle,investment,1376.0,EUR/kW_el,Tartiere and Astolfi 2017: A world overview of the organic Rankine cycle market,"Low rollout complicates the estimation, compounded by a dependence both on plant size and temperature, converted from 1500 USD/kW using currency conversion 1.09 USD = 1 EUR.",2020.0 organic rankine cycle,lifetime,30.0,years,"Aghahosseini, Breyer 2020: From hot rock to useful energy: A global estimate of enhanced geothermal systems potential, https://www.sciencedirect.com/science/article/pii/S0306261920312551",,2020.0 +perennials gbr,FOM,0.0,%/year,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0 +perennials gbr,VOM,43.2317,EUR/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,Includes purchase of perennials and revenue from protein concentrate; incl. wages/maintenance/aux costs (R1),2015.0 +perennials gbr,biogas-output,0.1947,MWh/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0 +perennials gbr,electricity-input,0.0733,MWh/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0 +perennials gbr,investment,1371509.7864,EUR/tDM/h,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,Includes GBR plant and scaled biogas plant without upgrading,2015.0 +perennials gbr,lifetime,25.0,years,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0 ror,FOM,2.0,%/year,DIW DataDoc http://hdl.handle.net/10419/80348, from old pypsa cost assumptions,2015.0 ror,efficiency,0.9,per unit,DIW DataDoc http://hdl.handle.net/10419/80348, from old pypsa cost assumptions,2015.0 ror,investment,3412.2266,EUR/kWel,DIW DataDoc http://hdl.handle.net/10419/80348, from old pypsa cost assumptions,2010.0 diff --git a/outputs/costs_2030.csv b/outputs/costs_2030.csv index 81e8ceeb..bdee5fac 100644 --- a/outputs/costs_2030.csv +++ b/outputs/costs_2030.csv @@ -1169,6 +1169,12 @@ organic rankine cycle,FOM,2.0,%/year,"Aghahosseini, Breyer 2020: From hot rock t organic rankine cycle,electricity-input,0.12,MWh_el/MWh_th,"Aghahosseini, Breyer 2020: From hot rock to useful energy: A global estimate of enhanced geothermal systems potential, https://www.sciencedirect.com/science/article/pii/S0306261920312551; Breede et al. 2015: Overcoming challenges in the classification of deep geothermal potential, https://eprints.gla.ac.uk/169585/","Heat-input, Electricity-output. This is a rough estimate, depends on input temperature, implies ~150 C.",2020.0 organic rankine cycle,investment,1376.0,EUR/kW_el,Tartiere and Astolfi 2017: A world overview of the organic Rankine cycle market,"Low rollout complicates the estimation, compounded by a dependence both on plant size and temperature, converted from 1500 USD/kW using currency conversion 1.09 USD = 1 EUR.",2020.0 organic rankine cycle,lifetime,30.0,years,"Aghahosseini, Breyer 2020: From hot rock to useful energy: A global estimate of enhanced geothermal systems potential, https://www.sciencedirect.com/science/article/pii/S0306261920312551",,2020.0 +perennials gbr,FOM,0.0,%/year,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0 +perennials gbr,VOM,43.2317,EUR/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,Includes purchase of perennials and revenue from protein concentrate; incl. wages/maintenance/aux costs (R1),2015.0 +perennials gbr,biogas-output,0.1947,MWh/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0 +perennials gbr,electricity-input,0.0733,MWh/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0 +perennials gbr,investment,1371509.7864,EUR/tDM/h,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,Includes GBR plant and scaled biogas plant without upgrading,2015.0 +perennials gbr,lifetime,25.0,years,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0 ror,FOM,2.0,%/year,DIW DataDoc http://hdl.handle.net/10419/80348, from old pypsa cost assumptions,2015.0 ror,efficiency,0.9,per unit,DIW DataDoc http://hdl.handle.net/10419/80348, from old pypsa cost assumptions,2015.0 ror,investment,3412.2266,EUR/kWel,DIW DataDoc http://hdl.handle.net/10419/80348, from old pypsa cost assumptions,2010.0 diff --git a/outputs/costs_2035.csv b/outputs/costs_2035.csv index 3ec9f1b1..45f0b874 100644 --- a/outputs/costs_2035.csv +++ b/outputs/costs_2035.csv @@ -1169,6 +1169,12 @@ organic rankine cycle,FOM,2.0,%/year,"Aghahosseini, Breyer 2020: From hot rock t organic rankine cycle,electricity-input,0.12,MWh_el/MWh_th,"Aghahosseini, Breyer 2020: From hot rock to useful energy: A global estimate of enhanced geothermal systems potential, https://www.sciencedirect.com/science/article/pii/S0306261920312551; Breede et al. 2015: Overcoming challenges in the classification of deep geothermal potential, https://eprints.gla.ac.uk/169585/","Heat-input, Electricity-output. This is a rough estimate, depends on input temperature, implies ~150 C.",2020.0 organic rankine cycle,investment,1376.0,EUR/kW_el,Tartiere and Astolfi 2017: A world overview of the organic Rankine cycle market,"Low rollout complicates the estimation, compounded by a dependence both on plant size and temperature, converted from 1500 USD/kW using currency conversion 1.09 USD = 1 EUR.",2020.0 organic rankine cycle,lifetime,30.0,years,"Aghahosseini, Breyer 2020: From hot rock to useful energy: A global estimate of enhanced geothermal systems potential, https://www.sciencedirect.com/science/article/pii/S0306261920312551",,2020.0 +perennials gbr,FOM,0.0,%/year,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0 +perennials gbr,VOM,43.2317,EUR/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,Includes purchase of perennials and revenue from protein concentrate; incl. wages/maintenance/aux costs (R1),2015.0 +perennials gbr,biogas-output,0.1947,MWh/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0 +perennials gbr,electricity-input,0.0733,MWh/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0 +perennials gbr,investment,1371509.7864,EUR/tDM/h,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,Includes GBR plant and scaled biogas plant without upgrading,2015.0 +perennials gbr,lifetime,25.0,years,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0 ror,FOM,2.0,%/year,DIW DataDoc http://hdl.handle.net/10419/80348, from old pypsa cost assumptions,2015.0 ror,efficiency,0.9,per unit,DIW DataDoc http://hdl.handle.net/10419/80348, from old pypsa cost assumptions,2015.0 ror,investment,3412.2266,EUR/kWel,DIW DataDoc http://hdl.handle.net/10419/80348, from old pypsa cost assumptions,2010.0 diff --git a/outputs/costs_2040.csv b/outputs/costs_2040.csv index 23e2ab18..0e139ce6 100644 --- a/outputs/costs_2040.csv +++ b/outputs/costs_2040.csv @@ -1169,6 +1169,12 @@ organic rankine cycle,FOM,2.0,%/year,"Aghahosseini, Breyer 2020: From hot rock t organic rankine cycle,electricity-input,0.12,MWh_el/MWh_th,"Aghahosseini, Breyer 2020: From hot rock to useful energy: A global estimate of enhanced geothermal systems potential, https://www.sciencedirect.com/science/article/pii/S0306261920312551; Breede et al. 2015: Overcoming challenges in the classification of deep geothermal potential, https://eprints.gla.ac.uk/169585/","Heat-input, Electricity-output. This is a rough estimate, depends on input temperature, implies ~150 C.",2020.0 organic rankine cycle,investment,1376.0,EUR/kW_el,Tartiere and Astolfi 2017: A world overview of the organic Rankine cycle market,"Low rollout complicates the estimation, compounded by a dependence both on plant size and temperature, converted from 1500 USD/kW using currency conversion 1.09 USD = 1 EUR.",2020.0 organic rankine cycle,lifetime,30.0,years,"Aghahosseini, Breyer 2020: From hot rock to useful energy: A global estimate of enhanced geothermal systems potential, https://www.sciencedirect.com/science/article/pii/S0306261920312551",,2020.0 +perennials gbr,FOM,0.0,%/year,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0 +perennials gbr,VOM,43.2317,EUR/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,Includes purchase of perennials and revenue from protein concentrate; incl. wages/maintenance/aux costs (R1),2015.0 +perennials gbr,biogas-output,0.1947,MWh/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0 +perennials gbr,electricity-input,0.0733,MWh/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0 +perennials gbr,investment,1371509.7864,EUR/tDM/h,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,Includes GBR plant and scaled biogas plant without upgrading,2015.0 +perennials gbr,lifetime,25.0,years,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0 ror,FOM,2.0,%/year,DIW DataDoc http://hdl.handle.net/10419/80348, from old pypsa cost assumptions,2015.0 ror,efficiency,0.9,per unit,DIW DataDoc http://hdl.handle.net/10419/80348, from old pypsa cost assumptions,2015.0 ror,investment,3412.2266,EUR/kWel,DIW DataDoc http://hdl.handle.net/10419/80348, from old pypsa cost assumptions,2010.0 diff --git a/outputs/costs_2045.csv b/outputs/costs_2045.csv index 92a95db2..ec31f3c9 100644 --- a/outputs/costs_2045.csv +++ b/outputs/costs_2045.csv @@ -1169,6 +1169,12 @@ organic rankine cycle,FOM,2.0,%/year,"Aghahosseini, Breyer 2020: From hot rock t organic rankine cycle,electricity-input,0.12,MWh_el/MWh_th,"Aghahosseini, Breyer 2020: From hot rock to useful energy: A global estimate of enhanced geothermal systems potential, https://www.sciencedirect.com/science/article/pii/S0306261920312551; Breede et al. 2015: Overcoming challenges in the classification of deep geothermal potential, https://eprints.gla.ac.uk/169585/","Heat-input, Electricity-output. This is a rough estimate, depends on input temperature, implies ~150 C.",2020.0 organic rankine cycle,investment,1376.0,EUR/kW_el,Tartiere and Astolfi 2017: A world overview of the organic Rankine cycle market,"Low rollout complicates the estimation, compounded by a dependence both on plant size and temperature, converted from 1500 USD/kW using currency conversion 1.09 USD = 1 EUR.",2020.0 organic rankine cycle,lifetime,30.0,years,"Aghahosseini, Breyer 2020: From hot rock to useful energy: A global estimate of enhanced geothermal systems potential, https://www.sciencedirect.com/science/article/pii/S0306261920312551",,2020.0 +perennials gbr,FOM,0.0,%/year,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0 +perennials gbr,VOM,43.2317,EUR/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,Includes purchase of perennials and revenue from protein concentrate; incl. wages/maintenance/aux costs (R1),2015.0 +perennials gbr,biogas-output,0.1947,MWh/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0 +perennials gbr,electricity-input,0.0733,MWh/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0 +perennials gbr,investment,1371509.7864,EUR/tDM/h,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,Includes GBR plant and scaled biogas plant without upgrading,2015.0 +perennials gbr,lifetime,25.0,years,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0 ror,FOM,2.0,%/year,DIW DataDoc http://hdl.handle.net/10419/80348, from old pypsa cost assumptions,2015.0 ror,efficiency,0.9,per unit,DIW DataDoc http://hdl.handle.net/10419/80348, from old pypsa cost assumptions,2015.0 ror,investment,3412.2266,EUR/kWel,DIW DataDoc http://hdl.handle.net/10419/80348, from old pypsa cost assumptions,2010.0 diff --git a/outputs/costs_2050.csv b/outputs/costs_2050.csv index 78b1a6c4..a810f2d0 100644 --- a/outputs/costs_2050.csv +++ b/outputs/costs_2050.csv @@ -1169,6 +1169,12 @@ organic rankine cycle,FOM,2.0,%/year,"Aghahosseini, Breyer 2020: From hot rock t organic rankine cycle,electricity-input,0.12,MWh_el/MWh_th,"Aghahosseini, Breyer 2020: From hot rock to useful energy: A global estimate of enhanced geothermal systems potential, https://www.sciencedirect.com/science/article/pii/S0306261920312551; Breede et al. 2015: Overcoming challenges in the classification of deep geothermal potential, https://eprints.gla.ac.uk/169585/","Heat-input, Electricity-output. This is a rough estimate, depends on input temperature, implies ~150 C.",2020.0 organic rankine cycle,investment,1376.0,EUR/kW_el,Tartiere and Astolfi 2017: A world overview of the organic Rankine cycle market,"Low rollout complicates the estimation, compounded by a dependence both on plant size and temperature, converted from 1500 USD/kW using currency conversion 1.09 USD = 1 EUR.",2020.0 organic rankine cycle,lifetime,30.0,years,"Aghahosseini, Breyer 2020: From hot rock to useful energy: A global estimate of enhanced geothermal systems potential, https://www.sciencedirect.com/science/article/pii/S0306261920312551",,2020.0 +perennials gbr,FOM,0.0,%/year,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0 +perennials gbr,VOM,43.2317,EUR/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,Includes purchase of perennials and revenue from protein concentrate; incl. wages/maintenance/aux costs (R1),2015.0 +perennials gbr,biogas-output,0.1947,MWh/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0 +perennials gbr,electricity-input,0.0733,MWh/tDM,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0 +perennials gbr,investment,1371509.7864,EUR/tDM/h,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,Includes GBR plant and scaled biogas plant without upgrading,2015.0 +perennials gbr,lifetime,25.0,years,https://doi.org/10.1016/B978-0-323-95879-0.50147-8,,2015.0 ror,FOM,2.0,%/year,DIW DataDoc http://hdl.handle.net/10419/80348, from old pypsa cost assumptions,2015.0 ror,efficiency,0.9,per unit,DIW DataDoc http://hdl.handle.net/10419/80348, from old pypsa cost assumptions,2015.0 ror,investment,3412.2266,EUR/kWel,DIW DataDoc http://hdl.handle.net/10419/80348, from old pypsa cost assumptions,2010.0 diff --git a/scripts/compile_cost_assumptions.py b/scripts/compile_cost_assumptions.py index 27d90fc8..404389f8 100644 --- a/scripts/compile_cost_assumptions.py +++ b/scripts/compile_cost_assumptions.py @@ -2709,6 +2709,147 @@ def add_carbon_capture( return new_technology_dataframe +def add_perennials_gbr( + years: list, + sheet_names_dict: dict, + new_technology_dataframe: pd.DataFrame, + technology_dataframe: pd.DataFrame, +) -> pd.DataFrame: + """ + Add perennials + green biorefining (GBR) incl. biogas production plant. + + It considers purchase of raw materials (perennials) and sales of other products + (protein concentrate and biogas feedstock) in the VOM. + + Parameters + ---------- + years : list + Years for which a cost assumption is provided (e.g. [2020, 2025, ...]). + sheet_names_dict : dict + Dictionary having the technology name as keys and source/sheet references as values. + (Used for "further description" to match repository conventions.) + new_technology_dataframe : pandas.DataFrame + DataFrame to be filled/updated with the new technology data. + technology_dataframe : pandas.DataFrame + Existing technology data cost assumptions (used to reference e.g. biogas CAPEX). + + Returns + ------- + pandas.DataFrame + Updated technology data with "perennials gbr". + """ + + tech_name = "perennials gbr" + + # References (store also in "source" below) + source_r1 = "https://doi.org/10.1016/B978-0-323-95879-0.50147-8" + + # --- Constants --- + LHV_ch4 = 50 / 3.6 # MWh/t_CH4 + + # --- Mass & energy balance assumptions (R1) --- + DM_perennials = 0.18 # dry matter content (t_DM / t_wet) + ch4_mass_fraction_in_biogas = ( + 0.348 # mass fraction CH4 in biogas (check definition in R1) + ) + flh_y = 4200 # full-load hours per year (green crops harvest May–Oct) + + perennials_input_flow = 40 * DM_perennials # t_DM/h + perennials_input_annual = perennials_input_flow * flh_y # t_DM/y + + protein_output_flow = 1.4 # t_DM/h (protein concentrate on DM basis) + protein_output_annual = protein_output_flow * flh_y # t_DM/y + + # (t_biogas / t_DM) * (mass fraction CH4) * (MWh/t_CH4) + biogas_output_flow = ( + 0.29 * ch4_mass_fraction_in_biogas * LHV_ch4 + ) # MWh/h (per t_DM/h basis) + + # electricity input + electricity_input_flow = 7.33 / 100 * perennials_input_flow + + # --- CAPEX --- + # Assume the downstream biogas plant can run year-round from stored feedstock: + capacity_ratio_biogas_gbr = flh_y / 8760 # < 1 + + # Reference biogas investment from existing data (unit must be consistent with your scaling below) + biogas_investment_2020 = technology_dataframe.loc[("biogas", "investment"), 2020] + + # Additional CAPEX to scale plant from seasonal operation to year-round: + # (1/ratio - 1) is positive when ratio<1. + investment_biogas_adjusted = ( + biogas_investment_2020 + * (biogas_output_flow / perennials_input_flow) + * (1 / capacity_ratio_biogas_gbr - 1) + ) + + # Base GBR investment from R1 Table 4, divided by input capacity (tDM/h) + investment = 9.33e6 / (40 * DM_perennials) + investment_biogas_adjusted + + # --- OPEX / VOM --- + protein_price = 535 # EUR/t (R1) + perennial_cost = 130 # EUR/tDM (R1) + + # EUR/tDM (R1 Table 4: "labor and maintenance" converted to per tDM) + other_VOM = 0.45e6 / (40 * DM_perennials * flh_y) + + # EUR/tDM: cost of perennials - revenue from protein + other variable costs + VOM = ( + perennial_cost + - protein_price * (protein_output_annual / perennials_input_annual) + + other_VOM + ) + + # Own assumption + FOM = 0 # %/year + + # --- Write to dataframe (match repo conventions) --- + new_technology_dataframe.loc[(tech_name, "investment"), years] = investment + new_technology_dataframe.loc[(tech_name, "investment"), "unit"] = "EUR/tDM/h" + new_technology_dataframe.loc[(tech_name, "investment"), "currency_year"] = 2020 + + new_technology_dataframe.loc[(tech_name, "lifetime"), years] = 25 + new_technology_dataframe.loc[(tech_name, "lifetime"), "unit"] = "years" + + new_technology_dataframe.loc[(tech_name, "FOM"), years] = FOM + new_technology_dataframe.loc[(tech_name, "FOM"), "unit"] = "%/year" + new_technology_dataframe.loc[(tech_name, "FOM"), "currency_year"] = 2020 + + new_technology_dataframe.loc[(tech_name, "VOM"), years] = VOM + new_technology_dataframe.loc[(tech_name, "VOM"), "unit"] = "EUR/tDM" + new_technology_dataframe.loc[(tech_name, "VOM"), "currency_year"] = 2020 + + # Outputs/inputs per tDM + new_technology_dataframe.loc[(tech_name, "biogas-output"), years] = ( + biogas_output_flow / perennials_input_flow + ) + new_technology_dataframe.loc[(tech_name, "biogas-output"), "unit"] = "MWh/tDM" + + new_technology_dataframe.loc[(tech_name, "electricity-input"), years] = ( + electricity_input_flow / perennials_input_flow + ) + new_technology_dataframe.loc[(tech_name, "electricity-input"), "unit"] = ( + "MWh/tDM" # verify! + ) + + # Metadata (apply to whole tech row, like add_carbon_capture) + new_technology_dataframe.loc[tech_name, "source"] = source_r1 + new_technology_dataframe.loc[tech_name, "further description"] = ( + sheet_names_dict.get(tech_name, "") + ) + + # Per-variable descriptions (optional but often nice) + new_technology_dataframe.loc[(tech_name, "investment"), "further description"] = ( + "Includes GBR plant and scaled biogas plant without upgrading" + ) + new_technology_dataframe.loc[(tech_name, "VOM"), "further description"] = ( + "Includes purchase of perennials and revenue from protein concentrate; " + "incl. wages/maintenance/aux costs (R1)" + ) + + return new_technology_dataframe + + def rename_pypsa_old(cost_dataframe_pypsa: pd.DataFrame) -> pd.DataFrame: """ The function renames old technology names to new ones to compare converts units from water tanks to compare. @@ -4088,6 +4229,8 @@ def add_energy_storage_database( data = convert_units(years_list, data) # add carbon capture data = add_carbon_capture(years_list, dea_sheet_names, data, tech_data) + # add perennials and green biorefining + data = add_perennials_gbr(years_list, dea_sheet_names, data, data) # adjust for inflation for x in data.index.get_level_values("technology"):