Optimizing energy management in buildings with Neural Networks

Guillaume Foggia (1) , Thi Thu Hà Pham (1) , Ghaith Warkozek (1) , Frédéric Wurtz (1)

1 G2ELab - Laboratoire de Génie Electrique de Grenoble

Neural networks algorithms are tested to replace an optimization module for the energy management of a residential grid-connected PV system with storage. This study shows multiple problems of the implementation of these tools, despite their theoretical promising interests.

Domaines: Energie électrique

Guillaume Foggia, Thi Thu Hà Pham, Ghaith Warkozek, Frédéric Wurtz. Optimizing energy management in buildings with Neural Networks. 10th International Workshop on Optimization and Inverse Problems in Electromagnetism (OIPE 2008), Sep 2008, Ilmenau, Germany. pp.Pages 113-114. ⟨hal-00326448⟩