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    Model Reduction by Moment Matching: Beyond Linearity A Review of the Last 10 Years


    Astolfi, Alessandro and Scarciotti, Giordano and Simard, Joel and 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:

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