MPC for LPV Systems Based on Parameter-Dependent Lyapunov Function with Perturbation on Control Input Strategy

Pornchai Bumroongsri; Soorathep Kheawhom

doi:10.4186/ej.2012.16.2.61

MPC for LPV Systems Based on Parameter-Dependent Lyapunov Function with Perturbation on Control Input Strategy

Authors

Pornchai Bumroongsri Chulalongkorn University
Soorathep Kheawhom Chulalongkorn University

DOI:

https://doi.org/10.4186/ej.2012.16.2.61

Keywords:

MPC, LPV, parameter-dependent Lyapunov function, perturbation on control input strategy, continuous stirred-tank reactor.

Abstract

In this paper, the model predictive control (MPC) algorithm for linear parameter varying (LPV) systems is proposed. The proposed algorithm consists of two steps. The first step is derived by using parameter-dependent Lyapunov function and the second step is derived by using the perturbation on control input strategy. In order to achieve good control performance, the bounds on the rate of variation of the parameters are taken into account in the controller synthesis. An overall algorithm is proved to guarantee robust stability. The controller design is illustrated with two case studies of continuous stirred-tank reactors. Comparisons with other MPC algorithms for LPV systems have been undertaken. The results show that the proposed algorithm can achieve better control performance.

Downloads

Download data is not yet available.

Author Biographies

Pornchai Bumroongsri
Google Scholar

Department of Chemical Engineering, Faculty of Engineering, Chulalongkorn University, Bangkok 10330, Thailand

Soorathep Kheawhom
Google Scholar

Department of Chemical Engineering, Faculty of Engineering, Chulalongkorn University, Bangkok 10330, Thailand

Downloads

Published In

Vol 16 No 2, Feb 9, 2012

How to Cite

[1]

P. Bumroongsri and S. Kheawhom, “MPC for LPV Systems Based on Parameter-Dependent Lyapunov Function with Perturbation on Control Input Strategy”, Eng. J., vol. 16, no. 2, pp. 61-72, Feb. 2012.

Cited By

Find in Google Scholar

Authors who publish with Engineering Journal agree to transfer all copyright rights in and to the above work to the Engineering Journal (EJ)'s Editorial Board so that EJ's Editorial Board shall have the right to publish the work for nonprofit use in any media or form. In return, authors retain: (1) all proprietary rights other than copyright; (2) re-use of all or part of the above paper in their other work; (3) right to reproduce or authorize others to reproduce the above paper for authors' personal use or for company use if the source and EJ's copyright notice is indicated, and if the reproduction is not made for the purpose of sale.