Even More Plots For Ariadne Report #303

toniseibold · 2024-12-10T10:04:21Z

Adding the following plots to the plotting routine:

electricity import/export
hydrogen import/export
installed capacities Germany
updated storage plot (for Germany only)

Before asking for a review for this PR make sure to complete the following checklist:

Workflow with target rule ariadne_all completes without errors
The logic of export_ariadne_variables has been adapted to the changes
not applicable
One or several figures that validate the changes in the PR have been posted as a comment
A brief description of the changes has been added to Changelog.md
not applicable
The latest main has been merged into the PR
The config has a new prefix of the format YYYYMMDDdescriptive_title

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github-actions · 2024-12-10T10:53:17Z

Validator Report

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I'll be back and edit this comment for each new commit.

Ariadne Variables

Comparison

	NRMSE	Pearson
Investment\|Energy Supply\|Electricity\|Biomass	0.620	0.033
Investment\|Energy Supply\|Electricity\|Biomass\|Solids	0.620	0.033
Investment\|Energy Supply\|Electricity\|Biomass\|w/o CCS	0.620	0.033
Secondary Energy\|Solids\|Biomass	0.599	-0.087
Primary Energy\|Biomass\|Solids	0.599	-0.087
Final Energy\|Residential and Commercial\|Solids\|Biomass	0.598	-0.653
Final Energy\|Residential and Commercial\|Solids	0.598	-0.653
Final Energy\|Solids\|Biomass	0.598	-0.319
Final Energy\|Solids	0.550	0.303
System Cost\|OPEX\|Electricity\|Hydro	0.499	0.185
System Cost\|OPEX\|Electricity\|Storage Converter\|Hydro Dam Reservoir	0.495	-0.825
System Cost\|OPEX\|Electricity\|Storage Reservoir\|Hydro Dam Reservoir	0.495	-0.825
Final Energy\|Residential and Commercial\|Liquids\|Petroleum	0.493	0.273
Final Energy\|Residential and Commercial\|Liquids	0.485	0.255
Price\|Secondary Energy\|Gases\|Hydrogen	0.482	0.000
Trade\|Primary Energy\|Biomass\|Volume	0.482	0.276
System Cost\|OPEX\|Electricity\|Storage Converter\|Stationary Batteries	0.481	0.482
Capacity\|Electricity\|Storage Converter	0.469	0.442
Price\|Final Energy\|Residential and Commercial\|Liquids\|Oil	0.460	0.000
Price\|Final Energy\|Residential and Commercial\|Liquids	0.460	0.000
Capacity Additions\|Heat\|Biomass\|w/o CCS	0.441	0.606
Capacity Additions\|Heat\|Biomass	0.441	0.606
Capacity Additions\|Electricity\|Biomass	0.440	0.606
Capacity Additions\|Electricity\|Biomass\|w/o CCS	0.440	0.606
Capacity Additions\|Electricity\|Biomass\|Solids	0.440	0.606
Final Energy\|Residential and Commercial\|Liquids\|Biomass	0.421	0.016
Investment\|Energy Supply\|Heat\|Gas	0.410	0.227
System Cost\|Capex\|Electricity\|Hydrogen\|OC	0.409	-0.200
System Cost\|OPEX\|Electricity\|Hydrogen\|OC	0.409	-0.200
Secondary Energy\|Electricity\|Hydro	0.408	-0.333
System Cost\|OPEX\|Electricity\|Gas\|OC	0.404	0.710
Capacity Additions\|Electricity\|Wind\|Offshore	0.398	0.281
Capacity Additions\|Heat\|Storage Reservoir	0.393	0.224
System Cost\|OPEX\|Electricity\|Storage Converter	0.390	0.222
System Cost\|OPEX\|Electricity\|Storage Reservoir	0.390	0.222
System Cost\|Capex\|Gases\|Hydrogen	0.385	0.704
Investment\|Energy Supply\|Heat\|Storage Reservoir	0.373	0.592
System Cost\|Capex\|Electricity\|Storage Reservoir\|Stationary Batteries	0.347	0.790
System Cost\|Capex\|Electricity\|Storage Reservoir	0.347	0.790
System Cost\|Capex\|Heat\|Biomass\|w/ CCS	0.339	0.797
System Cost\|Capex\|Heat\|Resistive heater	0.337	0.959
Capacity\|Heat\|Resistive heater	0.336	0.958
Investment\|Energy Supply\|Electricity\|Distribution	0.335	0.548
System Cost\|OPEX\|Heat\|Biomass\|w/ CCS	0.333	0.813
Secondary Energy\|Heat\|Electricity\|Resistive	0.332	0.752
Primary Energy\|Biomass\|Heat	0.332	0.791
Price\|Final Energy\|Residential and Commercial\|Heat	0.330	0.561
Capacity Additions\|Heat\|Gas	0.325	0.543
Secondary Energy\|Heat\|Biomass	0.321	0.805
Final Energy\|Residential and Commercial\|Electricity	0.319	0.777
System Cost\|Capex\|Electricity\|Hydrogen\|FC	0.316	0.854
System Cost\|Capex\|Heat\|Storage Reservoir	0.316	0.863
System Cost\|OPEX\|Heat\|Renewable	0.315	0.813
Investment\|Energy Supply\|Heat\|Resistive heater	0.314	0.904
System Cost\|Capex\|Electricity\|Gas\|w/ CCS	0.314	0.882
Capacity\|Heat\|Storage Reservoir	0.312	0.861
System Cost\|OPEX\|Heat\|Resistive heater	0.305	0.908
System Cost\|OPEX\|Electricity\|Gas\|CC	0.305	0.834
System Cost\|OPEX\|Electricity\|Gas\|w/ CCS	0.303	0.943
Final Energy\|Residential and Commercial\|Electricity\|Heat Pumps	0.303	0.815
Capacity\|Heat\|Storage Converter	0.302	0.863
Capacity Additions\|Heat\|Storage Converter	0.302	0.863
System Cost\|OPEX\|Heat\|Biomass\|w/o CCS	0.302	0.828
System Cost\|OPEX\|Heat\|Biomass	0.302	0.828
System Cost\|OPEX\|Electricity\|Biomass\|Solids	0.302	0.827
System Cost\|OPEX\|Heat\|Storage Reservoir	0.294	0.846
Investment\|Energy Supply\|Electricity\|Transmission and Distribution	0.294	0.656
Capacity\|Electricity\|Gas\|OC	0.289	0.878
Investment\|Energy Supply\|Electricity\|Wind Offshore	0.288	0.667
Investment\|Energy Supply\|Electricity\|Wind\|Offshore	0.288	0.667
Length Additions\|Electricity\|Transmission\|AC	0.282	0.609
Capacity Additions\|Electricity\|Transmission\|AC	0.282	0.609
Final Energy\|Residential and Commercial\|Gases	0.279	0.888
System Cost\|OPEX\|Heat\|Storage Converter	0.279	0.870
Investment\|Energy Supply\|Electricity\|Transmission\|Offshore	0.275	0.691
Primary Energy\|Gas\|Electricity	0.274	0.894
Investment\|Energy Supply\|Electricity\|Transmission\|DC\|Offshore	0.273	0.697
Final Energy\|Residential and Commercial\|Gases\|Natural Gas	0.271	0.893
System Cost\|Capex\|Electricity\|Gas\|OC	0.268	0.966
Secondary Energy\|Electricity\|Gas	0.265	0.904
System Cost\|OPEX\|Heat\|Gas	0.253	0.914
System Cost\|OPEX\|Electricity\|Gas	0.251	0.926
System Cost\|OPEX\|Electricity\|Gas\|w/o CCS	0.251	0.926
Secondary Energy\|Electricity\|Biomass\|Solid	0.247	0.886
Primary Energy\|Biomass	0.247	0.949
Final Energy\|Residential and Commercial\|Gases\|Biomass	0.246	0.969
Price\|Final Energy\|Residential and Commercial\|Solids\|Biomass	0.240	0.742
Price\|Final Energy\|Residential and Commercial\|Solids	0.240	0.742
Capacity Additions\|Heat\|Resistive heater	0.230	0.933
Capacity Additions\|Electricity\|Transmission	0.228	0.800
Capacity Additions\|Heat\|Renewable	0.228	0.768
Secondary Energy\|Heat\|Gas	0.228	0.897
Primary Energy\|Gas\|Heat	0.228	0.919
Investment\|Energy Supply\|Hydrogen\|Transmission and Distribution\|Endogen\|New-build	0.226	0.846
Secondary Energy\|Electricity\|Curtailment	0.211	0.822
Investment\|Energy Supply\|Electricity	0.206	0.802
Emissions\|CO2\|Energy\|Demand\|Residential and Commercial	0.205	0.886
Capacity Additions\|Heat	0.202	0.751
Capacity\|Electricity\|Distribution	0.201	0.914
Capacity Additions\|Electricity\|Distribution	0.201	0.914
Final Energy\|Gases	0.199	0.938
Investment\|Energy Supply\|Electricity\|Transmission\|AC\|Onshore	0.198	0.822
Capacity Additions\|Electricity\|Wind	0.197	0.850
Investment\|Energy Supply\|Electricity\|Transmission\|DC	0.196	0.843
Primary Energy\|Biomass\|w/o CCS	0.193	0.983
Final Energy\|Gases\|Natural Gas	0.191	0.942
Capacity\|Heat\|Renewable	0.189	0.917
System Cost\|OPEX\|Electricity\|Biomass\|w/o CCS	0.187	0.939
System Cost\|OPEX\|Electricity\|Biomass	0.187	0.939
Price\|Final Energy\|Residential and Commercial\|Gases	0.182	0.897
Capacity\|Electricity\|Transmission\|AC	0.177	0.907
Primary Energy\|Gas\|Gases	0.175	0.950
Primary Energy\|Oil\|Electricity	0.174	0.914
Secondary Energy Input\|Electricity\|Heat	0.168	0.958
Final Energy\|Residential and Commercial\|Space and Water Heating	0.168	0.935
Final Energy\|Residential and Commercial	0.168	0.935
Cost\|Total Energy System Cost	0.166	0.938
Secondary Energy\|Electricity\|Biomass\|w/o CCS	0.164	0.962
Secondary Energy\|Electricity\|Biomass	0.164	0.962
Investment\|Energy Supply\|Electricity\|Transmission	0.163	0.894
System Cost\|Capex\|Electricity\|Wind\|Offshore	0.159	0.939
Capacity\|Electricity\|Wind\|Offshore	0.159	0.938
Final Energy\|Industry excl Non-Energy Use\|Gases\|Biomass	0.158	0.958
Secondary Energy\|Electricity\|Wind\|Offshore	0.155	0.941
Capacity Additions\|Electricity\|Solar	0.155	0.916
Capacity Additions\|Electricity\|Solar\|PV	0.155	0.916
System Cost\|Capex\|Electricity	0.153	0.938
Price\|Primary Energy\|Biomass	0.150	0.961
Capacity Additions\|Electricity\|Solar\|PV\|Rooftop	0.148	0.937
Price\|Final Energy\|Industry\|Solids\|Biomass	0.147	0.970
Final Energy\|Industry\|Gases\|Biomass	0.147	0.962
Secondary Energy\|Gases\|Natural Gas	0.146	0.956
Primary Energy\|Gas	0.146	0.956
Emissions\|CO2\|Energy\|Supply\|Gases	0.146	0.956
Emissions\|Gross Fossil CO2\|Energy\|Supply\|Gases	0.146	0.956
Price\|Final Energy\|Residential and Commercial\|Electricity	0.145	0.943
Investment\|Energy Supply\|Electricity\|Wind	0.142	0.923
Secondary Energy\|Gases	0.140	0.958
Investment\|Energy Supply\|Electricity\|Solar\|PV\|Rooftop	0.139	0.962
Investment\|Energy Supply\|Electricity\|Solar\|PV\|Open Field	0.137	0.967
Final Energy\|Non-Energy Use\|Gases\|Biomass	0.128	0.970
Secondary Energy\|Heat	0.126	0.943
Capacity Additions\|Electricity\|Solar\|PV\|Open Field	0.124	0.953
Capacity Additions\|Hydrogen\|Electricity	0.124	0.969
System Cost\|OPEX\|Electricity\|Hydrogen	0.122	1.000
System Cost\|OPEX\|Heat\|Hydrogen	0.122	1.000
System Cost\|OPEX\|Electricity\|Hydrogen\|CC	0.122	1.000
Secondary Energy Input\|Hydrogen\|Electricity	0.121	1.000
Secondary Energy Input\|Hydrogen\|Heat	0.121	1.000
Secondary Energy\|Electricity\|Hydrogen	0.121	1.000
Secondary Energy\|Heat\|Hydrogen	0.121	1.000
System Cost\|Capex\|Electricity\|Hydrogen	0.121	1.000
System Cost\|Capex\|Electricity\|Hydrogen\|CC	0.121	1.000
System Cost\|Capex\|Heat\|Hydrogen	0.121	1.000
Capacity\|Electricity\|Hydrogen\|CC	0.121	1.000
Capacity\|Heat\|Hydrogen	0.121	1.000
Capacity\|Electricity\|Hydrogen	0.121	1.000
Investment\|Energy Supply\|Electricity\|Hydrogen	0.120	1.000
Investment\|Energy Supply\|Electricity\|Hydrogen\|CC	0.120	1.000
Investment\|Energy Supply\|Electricity\|Solar	0.116	0.964
Investment\|Energy Supply\|Electricity\|Solar\|PV	0.116	0.964
Final Energy\|Liquids	0.114	0.994
Capacity Additions\|Heat\|Processes	0.110	0.969
Final Energy\|Liquids\|Petroleum	0.110	0.993
Secondary Energy\|Electricity	0.109	0.977
Capacity Additions\|Electricity	0.106	0.951
Emissions\|CO2\|Efuels\|Gases	0.103	0.973
Length Additions\|Electricity\|Transmission	0.103	0.954
System Cost\|Capex\|Electricity\|Solar\|PV\|Rooftop	0.103	0.983
Final Energy\|Gases\|Biomass	0.103	0.967
Capacity\|Electricity\|Solar\|PV\|Open Field	0.102	0.959
Investment\|Energy Supply\|Hydrogen\|Transmission and Distribution\|Endogen\|Retrofitted	0.102	0.995
Capacity\|Electricity\|Solar\|PV\|Rooftop	0.102	0.980

NRMSE: Normalized (combined-min-max) Root Mean Square Error
Pearson: Pearson correlation coefficient
Threshold: NRMSE > 0.1
Only variables reaching the threshold are shown. Find the equivalent plot for all of them below.

Plots

Main branch	Feature branch

⚠️ Note: Only the first 20 variables are shown, but more are above the threshold. Find all of them in the artifacts.

General

Plots comparison

Main branch	Feature branch

Files comparison

	Status	NRMSE	MAE (norm)
csvs/prices.csv	⚠️Changed	0.005	0.09
csvs/curtailment.csv	⚠️Changed	0.000	0.09
csvs/price_statistics.csv	⚠️Changed	0.037	0.11
csvs/cumulative_cost.csv	⚠️Changed	0.004	0.13
csvs/metrics.csv	⚠️Changed	0.006	0.10
csvs/nodal_cfs.csv	⚠️ NaN mismatch
csvs/nodal_supply_energy.csv	⚠️ NaN mismatch
csvs/nodal_capacities.csv	⚠️ NaN mismatch
csvs/nodal_costs.csv	⚠️ NaN mismatch
csvs/capacities.csv	✅ Almost equal	0.000	0.01
csvs/supply.csv	✅ Almost equal	0.003	0.03
csvs/market_values.csv	✅ Almost equal	0.081	0.04
csvs/cfs.csv	✅ Almost equal	0.040	0.00
csvs/costs.csv	✅ Almost equal	0.006	0.01
csvs/supply_energy.csv	✅ Almost equal	0.002	0.04
csvs/energy.csv	✅ Almost equal	0.002	0.02
csvs/weighted_prices.csv	✅ Equal

NRMSE: Normalized (combined-min-max) Root Mean Square Error
MAE (norm): Mean Absolute Error on normalized data (min-max)
Status Threshold: MAE (norm) > 0.05 and NRMSE > 0.3

Model Metrics

Benchmarks

Comparing enhance_ariadne_report (b0ffe65) with main (5233ab0).
Branch is 4 commits ahead and 0 commits behind.
Last updated on 2024-12-16 17:27:43 CET.

toniseibold and others added 3 commits December 10, 2024 11:03

adding more plots

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changing run name

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b0ffe65

lindnemi marked this pull request as ready for review December 16, 2024 15:49

lindnemi merged commit e3a4a09 into main Dec 17, 2024
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Even More Plots For Ariadne Report #303

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