Day-ahead electricity prices drive automatic load shifting and battery dispatch — turning flexibility into savings without manual trading.
Live ENTSO-E prices feed straight into the dispatch plan, 24 hours ahead.
Batteries and solar are scheduled as first-class assets, not an afterthought.
Shift shiftable load into the cheapest, greenest hours automatically.
Predictive preconditioning avoids costly demand peaks before they happen.
Market data: ENTSO-E day-ahead prices, hourly resolution
Method: Gradient boosting ML on weather (KNMI) and historical usage
Actions: Setpoint management, sequence control, PID coordination, demand response
