andling model uncertainty in model predictive control for energy fficient buildings

@inproceedings{MaasoumyaandlingMU,
  title={andling model uncertainty in model predictive control for energy fficient buildings},
  author={. Maasoumya and M. Razmarab and M. Shahbakhtib and Alberto L. Sangiovanni – Vincentelli}
}
Keywords: Modeling uncertainty Building control Model predictive control Building HVAC system Kalman filter a b s t r a c t Model uncertainty is a significant challenge to more widespread use of model predictive controllers (MPC) for optimizing building energy consumption. This paper presents two methodologies to handle model uncertainty for building MPC. First, we propose a modeling framework for online estimation of states and unknown parameters leading to a parameter-adaptive building (PAB… CONTINUE READING