Title :
Least-restrictive robust MPC of periodic affine systems with application to building climate control
Author :
Gondhalekar, Ravi ; Oldewurtel, Frauke ; Jones, Colin N.
Author_Institution :
Dept. of Mech. Eng., Osaka Univ., Suita, Japan
Abstract :
Robust state-feedback model predictive control (MPC) of discrete-time periodic affine systems is considered. States and inputs are subject to periodically time-dependent, hard, convex, polyhedral constraints. Disturbances are additive, bounded and subject to periodically time-dependent bounds. The control objective is given in terms of periodically time-dependent costs. First, maximum robust periodic controlled invariant sets are formally characterized and subsequently employed in the design of least-restrictive robustly strongly feasible periodic MPC problems. Finally, the proposed methods are applied to controlling room temperatures in buildings.
Keywords :
discrete time systems; periodic control; predictive control; robust control; state feedback; temperature control; building climate control; building room temperature control; discrete-time periodic affine systems; least-restrictive robust MPC; periodically time-dependent bounds; robust periodic controlled invariant sets; robust state-feedback model predictive control; Buildings; Heating; Meteorology; Robustness; Stochastic processes; Trajectory; Building climate control; Constrained control; Model predictive control; Periodic systems; Set invariance;
Conference_Titel :
Decision and Control (CDC), 2010 49th IEEE Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
978-1-4244-7745-6
DOI :
10.1109/CDC.2010.5717371