Neural Parameter Estimation of RC Thermal Building Models for Model Predictive Control

Fabian Raisch, Timo Germann, J. Nathan Kutz +3

Gray-box RC models are widely used to enable energy-efficient model predictive control (MPC) in buildings. However, estimating RC parameters remains difficult, as conventional opti…