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Model Predictive Control for Switching Systems With Dwell-Time Restriction.

Authors :
Ong, Chong-Jin
Wang, Zheming
Dehghan, Masood
Source :
IEEE Transactions on Automatic Control. Dec2016, Vol. 61 Issue 12, p4189-4195. 7p.
Publication Year :
2016

Abstract

This work proposes a model predictive control (MPC) approach for a switching linear system where the switching signal is prescribed with unknown future values. The switching signal is known only at its current value, satisfies a minimal dwell-time restriction of $\tau$ steps between successive switchings and is otherwise arbitrary. Under such a setting, the MPC optimization problem has to allow for all admissible switching sequences within a given horizon length. Such a formulation necessitates several other features: the use of a modified returnable set as the terminal constraint; the introduction of consistency constraints on the predicted controls; a min-max optimization criterion as the cost function; the splitting of the horizon into two portions for recursive feasibility consideration and exponential stability of the closed-loop system. The proposed approach is demonstrated by a numerical example. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00189286
Volume :
61
Issue :
12
Database :
Academic Search Index
Journal :
IEEE Transactions on Automatic Control
Publication Type :
Periodical
Accession number :
120010658
Full Text :
https://doi.org/10.1109/TAC.2016.2552062