Model order-reduction for discrete-time switched linear systems

被引:22
|
作者
Birouche, Abderazik [1 ]
Mourllion, Benjamin [1 ]
Basset, Michel [1 ]
机构
[1] Univ Haute Alsace, Lab Modelisat Intelligence Proc & Syst MIPS, EA 2332, Equipe MIAM, F-68093 Mulhouse, France
关键词
model order-reduction; robust stability; Gramians; balanced truncation; switched linear systems; hybrid systems; H-INFINITY; CONTROLLABILITY; OBSERVABILITY;
D O I
10.1080/00207721.2011.554911
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article describes the problem of model order-reduction for a class of hybrid discrete-time switched linear systems composed of linear discrete-time invariant subsystems with a switching rule. This article investigates two novel approaches to model order-reduction. The first approach consists in evaluating the error approximation performance; the problems are solved using the robust stability results of the switched systems. The second approach presents the reachability and observability Gramians of the switched systems, which allows a balanced truncation model reduction procedure. A numerical example shows the effectiveness of the proposed approaches.
引用
收藏
页码:1753 / 1763
页数:11
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