Journal article

Optimal control of nonlinear systems: a predictive control approach

WH Chen, DJ Ballance, PJ Gawthrop

Automatica | PERGAMON-ELSEVIER SCIENCE LTD | Published : 2003

Abstract

A new nonlinear predictive control law for a class of multivariable nonlinear systems is presented in this paper. It is shown that the closed-loop dynamics under this nonlinear predictive controller explicitly depend on design parameters (prediction time and control order). The main features of this result are that an explicitly analytical form of the optimal predictive controller is given, on-line optimisation is not required, stability of the closed-loop system is guaranteed, the whole design procedure is transparent to designers and the resultant controller is easy to implement. By establishing the relationship between the design parameters and time-domain transient, it is shown that the ..

View full abstract

University of Melbourne Researchers