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MPC for LPV systems with bounded parameter variations.

Authors :
Jungers, Marc
Oliveira, Ricardo C. L. F.
Peres, Pedro L. D.
Source :
International Journal of Control. Jan2011, Vol. 84 Issue 1, p24-36. 13p.
Publication Year :
2011

Abstract

This article deals with the model predictive control (MPC) design problem for systems which are linearly dependent on a time-varying parameter. The main novelty is that, motivated by practical issues, the bounds on the rate of variation of the parameters are taken into account in the control design. Moreover, a Lyapunov function depending multiaffinely on the parameters computed at a set of instants of time and a parameter-dependent control gain are used to provide an upper bound to a quadratic performance index. The solution is obtained by means of a semidefinite programming algorithm. Examples illustrate the efficiency of the proposed approach. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00207179
Volume :
84
Issue :
1
Database :
Academic Search Index
Journal :
International Journal of Control
Publication Type :
Academic Journal
Accession number :
57830724
Full Text :
https://doi.org/10.1080/00207179.2010.536996