Model reduction by moment matching: beyond linearity a review of the last 10 years
File(s)Revised_Tutorial_Paper_CDC_2020.pdf (919.84 KB)
Accepted version
Author(s)
Astolfi, Alessandro
Scarciotti, Giordano
Simard, Joel
Faedo, Nicolas
Ringwood, John V
Type
Conference Paper
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.
Date Issued
2021-01-11
Date Acceptance
2020-07-18
Citation
2020 59th IEEE Conference on Decision and Control (CDC), 2021
Publisher
IEEE
Journal / Book Title
2020 59th IEEE Conference on Decision and Control (CDC)
Copyright Statement
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Sponsor
Commission of the European Communities
Grant Number
664639
Source
2020 59th IEEE Conference on Decision and Control (CDC)
Subjects
Science & Technology
Technology
Automation & Control Systems
Engineering, Electrical & Electronic
Engineering
SYSTEMS
Publication Status
Published
Start Date
2020-12-14
Finish Date
2020-12-18
Coverage Spatial
Jeju, Korea (South)