2,8 %

nMAE — Electricity load forecasting (D+1 to D+7)

±25 MWh

Margin on TRF imbalance (gas consumption forecasting)

2

Markets covered — Electricity & Gas, research to production

Our research areas

Stochastic Modeling

State-space models (Kalman filter), jump and regime-switching processes for price and demand dynamics.

Artificial Intelligence

Expert ensembling (regression, AR, GAM, MLP) and learning-based classification for forecasting and calibration.

Energy Markets

Demand forecasting, PPA pricing and dispatch optimization (MILP) on electricity and gas markets.

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Trained by

École des Mines de Nancy MET Energie France FlexHorizon / ShapeBidder