Data-Driven Model Order Reduction of Linear Switched Systems in the Loewner Framework
| dc.citation.firstpage | B572 | en_US |
| dc.citation.issueNumber | 2 | en_US |
| dc.citation.journalTitle | SIAM Journal on Scientific Computing | en_US |
| dc.citation.lastpage | B610 | en_US |
| dc.citation.volumeNumber | 40 | en_US |
| dc.contributor.author | Gosea, I.V. | en_US |
| dc.contributor.author | Petreczky, M. | en_US |
| dc.contributor.author | Antoulas, A.C. | en_US |
| dc.date.accessioned | 2018-11-01T14:28:09Z | en_US |
| dc.date.available | 2018-11-01T14:28:09Z | en_US |
| dc.date.issued | 2018 | en_US |
| dc.description.abstract | The Loewner framework for model reduction is extended to the class of linear switched systems. One advantage of this framework is that it introduces a trade-off between accuracy and complexity. Moreover, through this procedure, one can derive state-space models directly from data which is related to the input-output behavior of the original system. Hence, another advantage of the framework is that it does not require the initial system matrices. More exactly, the data used in this framework consists in frequency domain samples of input-output mappings of the original system. The definition of generalized transfer functions for linear switched systems resembles the one for bilinear systems. A key role is played by the coupling matrices, which ensure the transition from one active mode to another. | en_US |
| dc.identifier.citation | Gosea, I.V., Petreczky, M. and Antoulas, A.C.. "Data-Driven Model Order Reduction of Linear Switched Systems in the Loewner Framework." <i>SIAM Journal on Scientific Computing,</i> 40, no. 2 (2018) Society for Industrial and Applied Mathematics: B572-B610. https://doi.org/10.1137/17M1120233. | en_US |
| dc.identifier.digital | 17m1120233 | en_US |
| dc.identifier.doi | https://doi.org/10.1137/17M1120233 | en_US |
| dc.identifier.uri | https://hdl.handle.net/1911/103260 | en_US |
| dc.language.iso | eng | en_US |
| dc.publisher | Society for Industrial and Applied Mathematics | en_US |
| dc.rights | Article is made available in accordance with the publisher's policy and may be subject to US copyright law. Please refer to the publisher's site for terms of use. | en_US |
| dc.title | Data-Driven Model Order Reduction of Linear Switched Systems in the Loewner Framework | en_US |
| dc.type | Journal article | en_US |
| dc.type.dcmi | Text | en_US |
| dc.type.publication | publisher version | en_US |
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