Applying extended kalman filters to adaptive thermal modelling in homes: poster abstract

Muddasser Alam, Athanasios Aris Panagopoulos, Alex Rogers, Nicholas R. Jennings, James Scott

Abstract: A key challenge for intelligent domestic heating systems is to obtain sufficient knowledge of the thermal dynamics of the home to build an adaptive thermal model. We present a study where stochastic grey-box modelling is used to develop thermal models and an extended Kalman filter is used for parameter estimation for a room in a family home.