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A time-varying Gramian based model reduction approach for Linear Switched Systems

Authors :
Hossain, Md Sumon
Trenn, Stephan
Findeisen, Rolf
Hirche, Sandra
Janschek, Klaus
Mönnigmann, Martin
Systems, Control and Applied Analysis
Source :
Proceedings of the IFAC World Congress 2020, 53(2), 5629-5634
Publication Year :
2020
Publisher :
Elsevier BV, 2020.

Abstract

We propose a model reduction approach for switched linear system based on a balanced truncation reduction method for linear time-varying systems. The key idea is to approximate the piecewise-constant coefficient matrices with continuous time-varying coefficients and then apply available balance truncation methods for (continuous) time-varying systems. The proposed method is illustrated with a low dimensional academic example.

Details

ISSN :
24058963 and 56295634
Volume :
53
Database :
OpenAIRE
Journal :
IFAC-PapersOnLine
Accession number :
edsair.doi.dedup.....ed50f7acc8301bd236b3084a9c324370
Full Text :
https://doi.org/10.1016/j.ifacol.2020.12.1580