Optimization of the Operation and Maintenance of renewable energy systems by Deep Reinforcement Learning

Luca Pinciroli (1) , Piero Baraldi (1) , Guido Ballabio (2) , Michele Compare (2) , Enrico Zio (1, 3)

1 POLIMI - Politecnico di Milano [Milan]
2 Aramis s.l.r.
3 CRC - Centre de recherche sur les Risques et les Crises

Mots clés: Renewable energy systems; Wind farm; Operation and maintenance; Optimization; Deep reinforcement learning

Domaines: Sciences de l'ingénieur [physics]

Luca Pinciroli, Piero Baraldi, Guido Ballabio, Michele Compare, Enrico Zio. Optimization of the Operation and Maintenance of renewable energy systems by Deep Reinforcement Learning. Renewable Energy, 2022, 183, pp.752-763. ⟨10.1016/j.renene.2021.11.052⟩. ⟨hal-03481413⟩