New Gramians for Switched Linear Systems: Reachability, Observability, and Model Reduction

被引:5
|
作者
Pontes Duff, Igor [1 ]
Grundel, Sara [1 ]
Benner, Peter [1 ,2 ]
机构
[1] Max Planck Inst Dynam Complex Tech Syst, D-39106 Magdeburg, Germany
[2] Tech Univ Chemnitz, Fac Math, D-09126 Chemnitz, Germany
关键词
Switches; Observability; Mathematical model; Nonlinear systems; Reduced order systems; Linear systems; Symmetric matrices; Balanced truncation; model reduction; reachability and observability; switched systems; BALANCED TRUNCATION; ORDER REDUCTION; LYAPUNOV EQUATIONS;
D O I
10.1109/TAC.2019.2934020
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we propose new algebraic Gramians for continuous-time switched linear systems, which satisfy generalized Lyapunov equations. The main contribution of this paper is twofold. First, we show that the ranges of those Gramians encode the reachability and observability spaces of a switched linear system. As a consequence, a simple Gramian-based criterion for reachability and observability is established. Second, a balancing-based model order reduction technique is proposed and, under some sufficient conditions, stability preservation and an error bound are shown. Finally, the efficiency of the proposed method is illustrated by means of numerical examples.
引用
收藏
页码:2526 / 2535
页数:10
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