Model reduction by balanced truncation of dominant Lure 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
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, model reduction methods are not well developed for non-equilibrium behaviors. The proposed framework addresses this need by exploiting recent advances on dominance theory. Classical balanced truncation for linear time-invariant systems is used to develop a dominance- preserving model reduction method for Lure systems, i.e.systems that can be decomposed as the feedback interconnection of a linear system and a static nonlinearity. The method is illustrated by approximating the oscillatory behavior of a discretized heat flow control system.
Description
Keywords
Journal Title
Conference Name
IFAC WORLD CONGRESS
Journal ISSN
Volume Title
Publisher
Publisher DOI
Rights
All rights reserved
Sponsorship
European Research Council (670645)