State space models for building control: how deep should you go?

Baptiste Schubnel, Rafael E. Carrillo, Paolo Taddeo +4

Power consumption in buildings show non-linear behaviors that linear models cannot capture whereas recurrent neural networks (RNNs) can. This ability makes RNNs attractive alternat…