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Model order reduction of interval systems using an arithmetic operation.

Authors :
Kumar Deveerasetty, Kranthi
Nagar, S. K.
Source :
International Journal of Systems Science; Apr2020, Vol. 51 Issue 5, p886-902, 17p
Publication Year :
2020

Abstract

The paper presents an extension of the differentiation method for model order reduction of large-scale interval systems. This is an alternative approach to the existing differentiation method of interval systems. The proposed method has been applied for both continuous and discrete-time interval systems. The reduction of discrete-time interval systems is achieved by using simple linear transformation z = w + 1 and bilinear transformation z = (1 + w) / (1 − w) , where w ≠ 1. The proposed method always generates stable reduced-order models, and also it retains the zeroth-order interval time moment. Four numerical examples exemplify the accuracy of the method and computational simplicity. Furthermore, the difficulties associated with the extension of Routh-based approximations to interval systems for obtaining stable reduced-order models are discussed. The stability of interval systems is verified by using Kharitonov's theorem. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00207721
Volume :
51
Issue :
5
Database :
Complementary Index
Journal :
International Journal of Systems Science
Publication Type :
Academic Journal
Accession number :
147176586
Full Text :
https://doi.org/10.1080/00207721.2020.1746433