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  • 标题:Levenberg-Marquardt and Moving Horizon Estimation for the Synthesis of Nonlinear Observers
  • 本地全文:下载
  • 作者:Abdessamad Abdelhedi ; Laasad Sbita ; Driss Boutat
  • 期刊名称:International Journal of Computer Science and Network Security
  • 印刷版ISSN:1738-7906
  • 出版年度:2016
  • 卷号:16
  • 期号:11
  • 页码:118-123
  • 出版社:International Journal of Computer Science and Network Security
  • 摘要:This paper presents a method of synthesizing an observer for a class of nonlinear systems. The method is based on the moving horizon estimation technique. It can transpose the observation problem into an optimization problem. It consists on the minimization of the difference between the system measurement and its prediction on a predetermined moving time horizon. The optimization algorithm used is ''Levenberg-Marquardt''. This methodology is applied to an example of CSTR chemical reactor.
  • 关键词:Observer; Moving horizon; Optimization; Nonlinear systems; CSTR reactor.
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