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Model Order Reduction: A Comparison between Integer and Non-Integer Order Systems Approaches

Authors :
Riccardo Caponetto
José Tenreiro Machado
Emanuele Murgano
Maria Gabriella Xibilia
Source :
Entropy, Vol 21, Iss 9, p 876 (2019)
Publication Year :
2019
Publisher :
MDPI AG, 2019.

Abstract

In this paper, classical and non-integer model order reduction methodologies are compared. Non integer order calculus has been used to generalize many classical control strategies. The property of compressing information in modelling systems, distributed in time and space, and the capability of describing long-term memory effects in dynamical systems are two features suggesting also the application of fractional calculus in model order reduction. In the paper, an open loop balanced realization is compared with three approaches based on a non-integer representation of the reduced system. Several case studies are considered and compared. The results confirm the capability of fractional order systems to capture and compress the dynamics of high order systems.

Details

Language :
English
ISSN :
10994300
Volume :
21
Issue :
9
Database :
Directory of Open Access Journals
Journal :
Entropy
Publication Type :
Academic Journal
Accession number :
edsdoj.3c6cc62419e24e34a4d7fb176e768fab
Document Type :
article
Full Text :
https://doi.org/10.3390/e21090876