Kalman Filter

MPC of Variable-speed ACs for Demand Response in Smart Grids

To directly control the operating frequency of ACs in response to high-granularity electricity price signals, i.e., 5-minute real-time electricity prices,in smart grids using MPC method.

MPC of Floor Heating Systems in Denmark

To develop model predictive control for floor heating systems to provide energy flexibiltiy. The proposed MPC can simultaneously consider all the influential variables including weather conditions, occupancy and dynamic electricity prices.