DocumentCode
1703073
Title
Stability-preserving model order reduction for nonlinear time delay systems
Author
Wang Qing ; Wong Ngai
Author_Institution
Dept. of Electr. & Electron. Eng., Univ. of Hong Kong, Hong Kong, China
fYear
2013
Firstpage
1017
Lastpage
1022
Abstract
Delay elements are needed to model physical, industrial and engineering systems as action and reaction always come with latency. In this paper, we present an algorithm to obtain the reduced-order models (ROMs) while preserving the stability of nonlinear time delay systems (TDSs), which are approximated first by the piecewise-linear TDSs. One contribution is the derivation of the input-output stability of piecewise-linear TDSs, for the first time. The other is the preservation of the input-output stability of the ROMs. The system matrices are obtained by the left projection matrix from the solution of linear matrix inequalities (LMIs) for the input-output stability test of the original piecewise-linear TDSs and the right projection matrix from matching the estimated moments. An application example then verifies the effectiveness of the proposed method.
Keywords
delay systems; delays; linear matrix inequalities; nonlinear control systems; piecewise linear techniques; reduced order systems; stability; LMI; ROM; delay elements; input-output stability; left projection matrix; linear matrix inequalities; nonlinear time delay systems; piecewise-linear TDS; reduced-order models; right projection matrix; stability-preserving model order reduction; Asymptotic stability; Linear matrix inequalities; Nonlinear systems; Numerical stability; Read only memory; Stability analysis; Vectors; Model order reduction; linear matrix inequality (LMI); nonlinear system; time delay;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (CCC), 2013 32nd Chinese
Conference_Location
Xi´an
Type
conf
Filename
6639576
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