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  • 标题:Improved Local Rational Method by incorporating system knowledge: with application to mechanical and thermal dynamical systems
  • 本地全文:下载
  • 作者:Enzo Evers ; Bram de Jager ; Tom Oomen
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2018
  • 卷号:51
  • 期号:15
  • 页码:808-813
  • DOI:10.1016/j.ifacol.2018.09.127
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractA key step in experimental modeling of mechatronic systems is Frequency Response Function (FRF) identification. Applying these techniques to systems where measurement time is limited leads to a situation where the accuracy is deteriorated by transient dynamics. The aim of this paper is to develop a local parametric modeling technique that improves the identification accuracy of a range of systems by exploiting prior knowledge. The method is to impose a prior on the approximate locations of the system poles. This leads to better fit results and enables an accurate variance characterization. As a special case, traditional LPM is recovered.
  • 关键词:KeywordsFrequency Response FunctionLocal Polynomial MethodOrthonormal Basis FunctionsTransient Reduction
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