Repository logo
 

Model reduction of dominant feedback systems

Accepted version
Peer-reviewed

Type

Article

Change log

Abstract

The paper presents a model reduction framework geared towards the analysis and design of systems that switch and oscillate. While such phenomena are ubiquitous in nature and engineering, the problem of approximating the global behavior of systems away from equilibrium is largely open. We address this problem in the framework of dominance theory. Classical balanced truncation is applied to systems that can be decomposed as the feedback interconnection of a large-scale linear system and a comparably low-dimensional nonlinear system. The method is illustrated on a classical feedback model of a biological oscillator.

Description

Keywords

Model reduction, Balanced truncation, Dominance theory, Limit cycle oscillations, Multistability

Journal Title

Automatica

Conference Name

Journal ISSN

0005-1098
1873-2836

Volume Title

130

Publisher

Elsevier BV
Sponsorship
European Research Council (670645)