SCAI ENERGY INTELLIGENCE
EQUILIBRIUM
Battery Fleet Market Impact & Dispatch Research
Synthetic 48-hour demonstration — not calibrated market forecasts
Net Revenue · 48h
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Revenue per MW · 48h
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Battery Fleet
500 MW / 1000 MWh
Physical Validation
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Fleet Revenue Comparison
Market Impact Sensitivity
Electricity Prices — EUR/MWh
Hourly Battery Dispatch — MW
Battery State of Charge — MWh
Model Validation & Assumptions
Solver
SciPy SLSQP
Solver iterations
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Energy residual (MWh)
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Physical constraints
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Round-trip efficiency
90%
Battery duration
2 hours
Price impact coefficient
0.010
Mean absolute price change
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Price-impact-aware optimisation is not a calibrated competitive electricity-market equilibrium.