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Astolfi, Alessandro, Scarciotti, Giordano, Simard, Joel, Faedo, Nicolás and Ringwood, John (2020) Model Reduction by Moment Matching: Beyond Linearity A Review of the Last 10 Years. In: 2020 59th IEEE Conference on Decision and Control (CDC), 14-18 December 2020, Jeju Island, Republic of Korea.
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Abstract
We present a review of some recent contributions
to the theory and application of nonlinear model order reduction by moment matching. The tutorial paper is organized
in four parts: 1) Moments of Nonlinear Systems; 2) Playing
with Moments: Time-Delay, Hybrid, Stochastic, Data-Driven
and Beyond; 3) The Loewner Framework; 4) Applications to
Optimal Control and Wave Energy Conversion.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Keywords: | Model Reduction; Moment Matching; Linearity; Nonlinear Systems; Wave Energy Conversion; Loewner Framework; |
| Academic Unit: | Faculty of Science and Engineering > Research Institutes > Centre for Ocean Energy Research Faculty of Science and Engineering > Electronic Engineering |
| Item ID: | 14342 |
| Depositing User: | Professor John Ringwood |
| Date Deposited: | 15 Apr 2021 13:52 |
| Refereed: | Yes |
| URI: | https://mural.maynoothuniversity.ie/id/eprint/14342 |
| Use Licence: | This item is available under a Creative Commons Attribution Non Commercial Share Alike Licence (CC BY-NC-SA). Details of this licence are available here |
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