Title :
Elucidation of the state-space regions wherein model predictive control and anti-windup strategies achieve identical control policies
Author :
De Doná, José A. ; Goodwin, Graham C.
Author_Institution :
Dept. of Electr. & Comput. Eng., Newcastle Univ., Callaghan, Australia
Abstract :
This paper explores the situations in which two well-known (and so far regarded as non-related) techniques for dealing with saturating actuators are equivalent. Model predictive control, on the one hand, is based on a receding horizon quadratic optimal control problem which is solved subject to input constraints. On the other hand, anti-windup methods are ad-hoc procedures which achieve input saturation in an instantaneous fashion. Both methods are known to perform well in practice and each has its strong advocates. In this paper we characterise regions of the state-space wherein both techniques provide identical solutions
Keywords :
discrete time systems; optimal control; predictive control; state feedback; state-space methods; anti-windup; discrete time systems; input constrained control; input saturation; model predictive control; quadratic optimal control; receding horizon control; saturating actuators; state-space regions; Actuators; Cost function; Discrete time systems; Linear systems; Optimal control; Predictive control; Predictive models; Riccati equations; State feedback; State-space methods;
Conference_Titel :
American Control Conference, 2000. Proceedings of the 2000
Conference_Location :
Chicago, IL
Print_ISBN :
0-7803-5519-9
DOI :
10.1109/ACC.2000.879537