Title :
General design parameters of model predictive control for nonlinear time-delay systems
Author :
Reble, Marcus ; Allgöwer, Frank
Author_Institution :
Inst. for Syst. Theor. & Autom. Control (IST), Univ. of Stuttgart, Stuttgart, Germany
Abstract :
This work presents new results on model predictive control (MPC) for nonlinear time-delay systems. In the first part, a general scheme is presented for calculating stabilizing design parameters based on the Jacobi linearization of the system. It is proven that for each system with stabilizable linearization there exist a quadratic terminal cost functional and a finite terminal region which guarantee asymptotic stability of the closed-loop. This allows the calculation of suitable design parameters for MPC based on any method available for the control of linear time-delay systems. In contrast to the delay-free case, the terminal region obtained is not characterized as sublevel set of the terminal cost functional. In the second part, a new type of terminal region is presented. Based on additional Lyapunov-Razumikhin conditions on the linear local controller it is shown that the terminal region can indeed be formulated as sublevel set of a particular terminal cost functional.
Keywords :
Jacobian matrices; Lyapunov methods; asymptotic stability; closed loop systems; control system synthesis; delay systems; linear systems; linearisation techniques; nonlinear control systems; predictive control; Jacobi linearization; Lyapunov-Razumikhin condition; asymptotic stability; closed-loop system; finite terminal region; linear local controller; model predictive control; nonlinear time-delay system; quadratic terminal cost functional; stabilizable linearization; stabilizing design parameter; Asymptotic stability; Jacobian matrices; Predictive control; Predictive models; Stability analysis; Thermal stability; Trajectory;
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.2010.5718067