Title :
On the stability of predictive controllers for linear systems with variable time delays
Author :
Ladino, Andres ; Patino, D.
Author_Institution :
Dept. de Electron., Pontificia Univ. Javeriana, Bogota, Colombia
Abstract :
In this article, a method for computing a control law for discrete linear systems with variable time delays using predictive tools and stability conditions is presented. The system is written as a switched system. A state feedback is then computed for each mode using predictive control. It is shown that a nonlinear optimization problem can be formulated in order to obtain a control law which gives the best approximation of the state feedback control previously computed for each mode. This formulation ensures stability since stabilization conditions are also included through a common Lyapunov function. The optimization problem is then transformed to a problem with Bilinear Matrix Inequalities (BMI) constraints whose solution can be easily computed. Several examples show the feasibility and the efficiency of the approach.
Keywords :
approximation theory; delay systems; discrete systems; linear systems; matrix algebra; nonlinear programming; predictive control; stability; state feedback; time-varying systems; BMI constraints; bilinear matrix inequalities; common Lyapunov function; control law; discrete linear systems; nonlinear optimization problem; predictive controller stability; predictive tools; stability conditions; state feedback control approximation; switched system; variable time delays; Delays; Optimization; Predictive control; Stability criteria; State feedback; Switched systems; Common Lyapunov Function; Model Predictive Control; Switched system;
Conference_Titel :
American Control Conference (ACC), 2013
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4799-0177-7
DOI :
10.1109/ACC.2013.6580333