Title :
Robust MPC algorithm for discrete-time systems with time-varying delay and nonlinear perturbations
Author :
Li Jianxiong ; Fang Yiming ; Shi Shengli
Author_Institution :
Key Lab. of Ind. Comput. Control Eng. of Hebei Province, Yanshan Univ., Qinhuangdao, China
Abstract :
A robust model predictive control (MPC) algorithm is presented for a class of discrete-time uncertain systems with time-varying delay, input constraints and norm-bounded nonlinear perturbations. By minimizing the upper bound of a cost function, an MPC state feedback control law is calculated at each step. The proposed MPC method for delayed system is delay-dependent, and it is effective to deal with nonlinear perturbations. It has been shown that the robust stability of the closed-loop systems is guaranteed by the proposed algorithm. Finally, a numerical example is given to illustrate the effectiveness of the proposed method.
Keywords :
closed loop systems; delays; discrete time systems; nonlinear control systems; predictive control; robust control; stability; state feedback; uncertain systems; closed-loop systems; cost function; discrete-time systems; model predictive control; nonlinear perturbations; robust MPC algorithm; robust stability; state feedback control law; time-varying delay; uncertain systems; Cost function; Delay; Robustness; Stability analysis; Time varying systems; Upper bound; MPC; Nonlinear Perturbations; Robust; Time-varying Delay;
Conference_Titel :
Control Conference (CCC), 2010 29th Chinese
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-6263-6