Optimal control of nonlinear systems: a predictive control approach

Gawthrop, P. J., Ballance, D.J. and Chen, W.H. (2003) Optimal control of nonlinear systems: a predictive control approach. Automatica, 39(4), pp. 633-641. (doi:10.1016/S0005-1098(02)00272-8)

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Publisher's URL: http://dx.doi.org/10.1016/S0005-1098(02)00272-8

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 design of an optimal generalised predictive controller to achieve desired time-domain specifications for nonlinear systems can be performed by looking up tables. The design procedure is illustrated by designing an autopilot for a missile.

Item Type:Articles
Additional Information:Final version as accepted by Automatica supplied by the author
Status:Published
Refereed:Yes
Glasgow Author(s) Enlighten ID:Ballance, Dr Donald and Gawthrop, Professor Peter
Authors: Gawthrop, P. J., Ballance, D.J., and Chen, W.H.
Subjects:T Technology > TJ Mechanical engineering and machinery
College/School:College of Science and Engineering > School of Engineering > Systems Power and Energy
Journal Name:Automatica
Publisher:Elsevier Science Ltd.
ISSN:0005-1098
Copyright Holders:Copyright © 2003 Elsevier Science Ltd.
First Published:First published in Automatica 39(4)633-641
Publisher Policy:Reproduced in accordance with the copyright policy of the publisher.

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