Pypsa Solve And Debug
Solve PyPSA optimization models + fix failures. Triggers: solver selection/options (HiGHS|Gurobi|CPLEX) | numerical issues | scaling | infeasibility | unboundedness | optimization fails | status infeasible/unbounded | runs too slowly | performance | temporal clustering | rolling horizon | spatial aggregation | interpret solved results | n.statistics | energy balances | shadow prices | suspicious…
Pypsa Market Design
Model electricity market structures in PyPSA. Triggers: market design | price formation | zonal vs nodal pricing | copper-plate | flow-based market coupling vs NTC | redispatch | redispatch cost | bidding zones | bidding-zone aggregation | reserve markets | ancillary markets | reading prices from duals | congestion pricing/rent/income/cost | LMP decomposition | price spread between buses/zones |…
Pypsa Custom Constraints
System-wide caps + custom PyPSA constraints - native GlobalConstraint types FIRST, linopy when they can't express it; always VERIFY it landed. Triggers: linopy | n.model | extra_functionality | custom constraints | GlobalConstraint | add a CO2 budget/cap | emission/production/expansion limits | solver formulations | reserve margins | cyclic storage rules | capacity coupling | CHP back-pressure |…
Pypsa Physical Realism
Validate PyPSA models against physical/engineering reality - parameter ranges | topology | free energy | cost sanity (zero-marginal-cost electrolyzer = canonical bug). Triggers: check/review/lint/sanity-check a PyPSA network | pre-delivery checklist | is this plausible / does this look right | before solving for real decisions | suspicious results | zero or negative prices everywhere | one techno…
Pypsa Data Pipelines
Build realistic PyPSA input data. Triggers: atlite | cutouts | wind/solar capacity factors | renewable profiles | heat demand | heat pump COP time series | technology-data | cost assumptions | annuities | fuel price assumptions | gas price | EUA/carbon price assumptions | powerplantmatching | existing fleets | existing power plant data | ENTSO-E load | cross-border data | demand profiles | cost i…
Pypsa Asset Economics
Asset business cases + revenues w/ PyPSA. Triggers: revenue | profit | business case | arbitrage | merchant operation | capture price | market value | LCOH | LCOE | bankability | BESS arbitrage | TES arbitrage | revenue stacking | intraday | imbalance | multi-market | electrolyzer utilization | heat pump operating economics | VRE capture prices | PPAs | degradation cost | calendar vs cycle aging…
Pypsa Reporting
Utility-grade charts + visual reports from solved PyPSA networks. Triggers: plot | chart | visualize | figure | report results | present results | dispatch stack | energy balance plot | price duration curve | SOC / storage cycling plot | cost stack | capacity expansion chart | curtailment plot | network map | diagnostic panel | show binding hours/caps on a chart | make results presentable. PyPSA…
Pypsa Sector Coupling
Non-electric tech + multi-energy systems in PyPSA. Triggers: heat pumps | thermal energy storage | district heating | CHP | hydrogen chains | electrolysis | electrolyzers | H2 storage | reconversion | pipelines | EVs | V2G | biomass | industry demand | CCS | DAC | heat | hydrogen | transport | industry | second energy carrier | multi-output Links | COP | sector coupling | Link efficiency exceeds…
Pypsa Network Modeling
Build/edit PyPSA networks - structural correctness pre-optimization. Triggers: PyPSA model create|modify | components | buses | carriers | snapshots | capacity expansion | dispatch | dispatch optimization | transmission | generators | storage | lines | links | loads | investment periods | unit conventions | network topology | PyPSA-Eur/Earth config.yaml | snakemake energy workflow | StorageUnit v…