Model reduction of dominant feedback systems
Accepted version
Peer-reviewed
Repository URI
Repository DOI
Change log
Authors
Padoan, Alberto https://orcid.org/0000-0003-1597-0395
Forni, Fulvio https://orcid.org/0000-0002-5728-0176
Sepulchre, Rodolphe https://orcid.org/0000-0002-7047-3124
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
1873-2836
Volume Title
130
Publisher
Elsevier BV
Publisher DOI
Sponsorship
European Research Council (670645)