Design of GPC closed-loop performances using multi-objective optimisation Online publication date: Wed, 17-Dec-2014
by Faten Ben Aicha; Faouzi Bouani; Mekki Ksouri
International Journal of Modelling, Identification and Control (IJMIC), Vol. 16, No. 2, 2012
Abstract: In this paper, a strategy for automatic tuning of predictive controller synthesis parameters based on multi-objective optimisation is proposed. This strategy allows computation of the predictive controller synthesis parameters (the prediction horizon, the control horizon and the cost weighting factor) by minimising a set of closed-loop performances (the overshoot, the variance of the control and the settling time). Two simulation examples are presented to illustrate the performance of this strategy in the adjustment of generalised predictive control parameters.
Online publication date: Wed, 17-Dec-2014
If you are not a subscriber and you just want to read the full contents of this article, buy online access here.Complimentary Subscribers, Editors or Members of the Editorial Board of the International Journal of Modelling, Identification and Control (IJMIC):
Login with your Inderscience username and password:
Want to subscribe?
A subscription gives you complete access to all articles in the current issue, as well as to all articles in the previous three years (where applicable). See our Orders page to subscribe.
If you still need assistance, please email firstname.lastname@example.org