Model reduction for linear systems and linear time-delay systems from input/output data
File(s)paper2.pdf (415.6 KB)
Accepted version
Author(s)
Scarciotti, G
Astolfi, A
Type
Conference Paper
Abstract
An algorithm for the estimation of the moments of linear systems and linear time-delay systems from input/output data is proposed. The estimate, which converges to the moments of the system, is exploited to construct a family of reduced order models. These models asymptotically match the moments of the unknown system to be reduced. The computational complexity of the algorithm is analyzed and the use of the algorithm is illustrated by a benchmark example.
Date Issued
2015-11-16
Date Acceptance
2015-07-15
Citation
2015 European Control Conference (ECC), 2015, pp.334-339
ISBN
9783952426937
Publisher
IEEE
Start Page
334
End Page
339
Journal / Book Title
2015 European Control Conference (ECC)
Copyright Statement
©2015 EUCA. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Source
2015 European Control Conference (ECC)
Publication Status
Published
Start Date
2015-07-15
Finish Date
2015-07-17
Coverage Spatial
Linz, Austria