Title :
Adaptive receding horizon control for a class of nonlinear differential difference systems
Author_Institution :
Ontario Power Generation, Pickering, ON, Canada
Abstract :
An adaptive receding horizon control (RHC) algorithm for a class of nonlinear differential difference systems with multiple time delays is proposed. This work extends previous research dealing with RHC of nonlinear delayed systems in several ways: first, a rigorous proof is given for that the RHC guarantees global, uniformly asymptotic stability of the nonlinear delayed systems. Second, the nonlinear system with multiple time delays is considered. Third, the procedure of an adaptive RHC controller is presented by combining the on-line delay value estimation. Through a simulation example, it is demonstrated that the proposed adaptive RHC has the guaranteed closed-loop stability for a special type of nonlinear differential difference systems.
Keywords :
adaptive control; asymptotic stability; closed loop systems; delay estimation; nonlinear control systems; nonlinear differential equations; adaptive RHC controller; adaptive receding horizon control algorithm; global stability; guaranteed closed-loop stability; multiple time delays; nonlinear delayed systems; nonlinear differential difference system; online delay value estimation; uniformly asymptotic stability; Adaptation models; Adaptive systems; Asymptotic stability; Delay; Optimal control; Stability analysis; Trajectory;
Conference_Titel :
Decision and Control and European Control Conference (CDC-ECC), 2011 50th IEEE Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
978-1-61284-800-6
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2011.6161188