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  • 标题:Interval observers for LPV systems and application to the guaranteed state estimation of an induction machine
  • 本地全文:下载
  • 作者:Stefan Krebs ; Thomas Gellrich ; Sören Hohmann
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2017
  • 卷号:50
  • 期号:1
  • 页码:2794-2799
  • DOI:10.1016/j.ifacol.2017.08.629
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractThe scope of this paper is the design of interval observers for linear parameter-varying systems subject to input and output uncertainties. To this, two coupled dynamical systems are designed which compute an upper bound and a lower bound of the state which enclose the real value with a bounded interval width. Besides of a full-order interval observer, a reduced-order interval observer is proposed to reduce the computational effort. In addition to sufficient conditions and the mathematical description of the interval observers, an optimization-based design procedure for their practical application is presented. The performance of the interval observers is shown by the guaranteed state estimation of an induction machine.
  • 关键词:KeywordsUncertain linear systemsIntervalsReliabilityState estimationInduction machines
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