The challenge of controlling microgrids in the presence of rare events with Deep Reinforcement Learning

Tanguy Levent (1) , Philippe Preux (2) , Gonzague Henri (3) , Réda Alami (4) , Philippe Cordier (4) , Yvan Bonnassieux (1)

1 LPICM - Laboratoire de physique des interfaces et des couches minces [Palaiseau]
2 Scool - Scool
3 TOTAL E&P [Houston]
4 Total [Palaiseau/Saclay]

Domaines: Intelligence artificielle [cs.AI]; Energie électrique

Tanguy Levent, Philippe Preux, Gonzague Henri, Réda Alami, Philippe Cordier, et al.. The challenge of controlling microgrids in the presence of rare events with Deep Reinforcement Learning. IET Smart Grid, In press, ⟨10.1049/stg2.12003⟩. ⟨hal-02971554⟩