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  • 标题:Nonlinear Model Reduction by Moment-Matching for a Point Absorber Wave Energy Conversion System
  • 本地全文:下载
  • 作者:Guglielmo Papini ; Francisco Javier Dores Piuma ; Nicolás Faedo
  • 期刊名称:Journal of Marine Science and Engineering
  • 电子版ISSN:2077-1312
  • 出版年度:2022
  • 卷号:10
  • 期号:1
  • 页码:656
  • DOI:10.3390/jmse10050656
  • 语种:English
  • 出版社:MDPI AG
  • 摘要: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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