Integrate new DEA data for renewable fuels

[lisazeyen]

Closes # (if applicable).
#109

Changes proposed in this Pull Request

update to latest release of DEA for renewable fuels

TODOs

• get workflow running
• check all changed units
• check: methanol from power changed to methanol from hydrogen, VOM are zero in new data set

Things changed

• new assumptions for the following techs ['BioSNG', 'BtL', 'Fischer-Tropsch', 'Haber-Bosch', 'air separation unit', 'biogas', 'biogas CC', 'biogas plus hydrogen', 'biogas upgrading', 'biomass-to-methanol', 'electrobiofuels', 'electrolysis', 'methanolisation']
• biogas upgrading differentiates in new data set between small and large plant, assume small
• biogas plant differentiates in new data set between small and large plant, assume small
• 'biogas plus hydrogen' has now VOM data
• methanol from power changed to methanol from hydrogen, VOM are zero in new data set
• units changed

		                                                                old	new
biogas upgrading	VOM	EUR/MWh input	EUR/MWh output
biogas upgrading	investment	EUR/kW input	EUR/kW

Biogas upgrading VOM and investment are now given per output -> This would need to be changed in PyPSA-Eur once we switch to new database here

Checklist

• Code changes are sufficiently documented; i.e. new functions contain docstrings and further explanations may be given in doc.
• Data source for new technologies is cleary stated.
• Newly introduced dependencies are added to environment.yaml (if applicable).
• A note for the release notes doc/release_notes.rst of the upcoming release is included.
• I consent to the release of this PR's code under the GPLv3 license.

[lisazeyen]

Changes electrolysis

[lisazeyen]

Bio SNG

[lisazeyen]

BtL

[lisazeyen]

Fischer-Tropsch

[lisazeyen]

Haber-Bosch

[lisazeyen]

biogas

• cost increase in 2025 also in data sheet "H. Due to curret supply bottlenecks it is assumed that the price will not develop towards 2025. "
  
  

[lisazeyen]

electrobiofuels

[lisazeyen]

Biogas CC

[lisazeyen]

biogas + hydrogen

[lisazeyen]

biogas upgrading

• price increase for investment and VOM also in data sheet '82 Upgrading 3,000 Nm3 per h'

[lisazeyen]

biomass-to-methanol

[lisazeyen]

methanolisation (now from hydrogen)

• in new data VOM are zero
  

[lisazeyen]

air separation unit

[lisazeyen]

and something changed with the stores. @pz-max can you tell if the new or the old version has the intended data
parameter decommissioningwas not in the old data set, and something with the hydrogen storage changed

old  investment       Hydrogen-charger       1.181390e+06
                      Hydrogen-discharger    1.146506e+06
     FOM              Hydrogen-charger       4.600000e-01
                      Hydrogen-discharger    4.801000e-01
new  investment       Hydrogen               1.833997e+05
                      Hydrogen-charger       0.000000e+00
                      Hydrogen-discharger    0.000000e+00
     FOM              Hydrogen-charger                inf
                      Hydrogen-discharger             inf
     decommissioning  Lead-Acid              1.554277e+04
                      Lithium-Ion-LFP        2.625803e+03
                      Lithium-Ion-NMC        2.625803e+03
                      Ni-Zn                  0.000000e+00
                      Vanadium-Redox-Flow    2.078150e+04
                      Zn-Air                 0.000000e+00
                      Zn-Br-Flow             0.000000e+00
                      Zn-Br-Nonflow          0.000000e+00
Name: 2020, dtype: float64

[lisazeyen]

Changes in energy storage database due to newer pandas version will be fixed by @pz-max in a separate PR

[lisazeyen]

@martavp just tagging you here to inform you that some tech assumptions will change when this PR is merged

[martavp]

super, thanks for taking care of implementing the new version and for tagging me @lisazeyen