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.

Preview

Download (1MB) | Preview

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:
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

Repository Staff Only(login required)

Item control page

Downloads

Origin of downloads