Nonlinear Model Reduction by Moment-Matching for a Point Absorber Wave Energy Conversion System

Autor: Guglielmo Papini, Francisco Javier Dores Piuma, Nicolás Faedo, John V. Ringwood, Giuliana Mattiazzo
Jazyk: angličtina
Rok vydání: 2022
Předmět:
Zdroj: Journal of Marine Science and Engineering, Vol 10, Iss 5, p 656 (2022)
Druh dokumentu: article
ISSN: 2077-1312
DOI: 10.3390/jmse10050656
Popis: This paper presents a data-driven model reduction by moment-matching approach to construct control-oriented models for a point absorber device. The methodology chosen and developed generates models which are input-to-state linear, with any nonlinear behaviour confined to the output map. Such a map is the result of a data-driven approximation procedure, where the so-called moment of the point absorber system is estimated via a least-squares procedure. The resulting control-oriented model can inherently preserve steady-state properties of the target WEC system for a user-defined class of input signals of interest, with the computation only dependent upon a suitably defined set of input-output data.
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