Title :
Robust MPC for PWA with time-delay systems using saturated linear feedback controller
Author :
Wijaya, Santo ; Wongsaisuwan, Manop
Author_Institution :
Dept. of Electr. Eng., Chulalongkorn Univ., Bangkok, Thailand
Abstract :
The paper presents the algorithm in robust constrained model predictive control for uncertain piecewise affine with time-invariant state-delay system using saturated linear feedback controller. Polytopic uncertain piecewise affine with time-invariant state-delay system is considered, and polytopic description for saturated function is used in the formulation. The robust performance index is presented based on the modified Lyapunov-Krasovskii function. An infinite horizon worst-case performance function is used as online optimization objective subject to inputs constraint. The optimization objective is cast as a Linear Matrix Inequalities optimization problem. The feasibility of piecewise affine control law design at the initial sampling time implies the sufficient condition of robust stability of the closed-loop system. The simulation example illustrates that the improved algorithm is suitable and effective.
Keywords :
Lyapunov methods; control system synthesis; delay systems; feedback; infinite horizon; linear matrix inequalities; linear systems; predictive control; stability; uncertain systems; Lyapunov-Krasovskii function; PWA; closed-loop system; infinite horizon worst-case performance function; linear matrix inequalities optimization; online optimization objective; piecewise affine control law design; polytopic uncertain piecewise affine; robust MPC; robust constrained model predictive control; robust performance index; robust stability; saturated linear feedback controller; time-invariant state-delay system; Adaptive control; Constraint optimization; Control systems; Infinite horizon; Linear matrix inequalities; Performance analysis; Predictive control; Predictive models; Robust control; Robustness; Robust constrained model predictive control; linear matrix inequalities; piecewise affine with time-invariant state-delay systems; saturated linear feedback;
Conference_Titel :
Computer and Automation Engineering (ICCAE), 2010 The 2nd International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-5585-0
Electronic_ISBN :
978-1-4244-5586-7
DOI :
10.1109/ICCAE.2010.5452000