• DocumentCode
    2085260
  • Title

    Chattering-free grey sliding mode control for discrete time-delay systems with unmatched uncertainty

  • Author

    Li, Jianning ; Zhang, Yibo ; Pan, Haipeng

  • Author_Institution
    Inst. of Autom., Zhejiang Sci-Tech Univ., Hangzhou, China
  • Volume
    1
  • fYear
    2008
  • fDate
    17-19 Nov. 2008
  • Firstpage
    983
  • Lastpage
    986
  • Abstract
    According to a class of discrete time-delay systems with unmatched uncertainties and disturbance, a new chattering free least squares support vector machine grey sliding mode control (LS-SVM-GSMC) law based on Linear Matrix Inequality (LMI) is presented. Estimated value of external disturbance is obtained by grey model, and output of LS-SVM is used for replacing sign function of the reaching law in grey sliding mode control (GSMC). The feasibility and effectiveness of the LS-SVM-GSMC scheme are demonstrated via numerical examples. As a result, by adopting LS-SVM-GSMC, chattering which is caused by grey reaching law is eliminated, and effect of unmatched disturbance is reduced.
  • Keywords
    delays; discrete time systems; grey systems; linear matrix inequalities; support vector machines; variable structure systems; chattering-free grey sliding mode control; discrete time-delay systems; grey model; linear matrix inequality; support vector machine; unmatched disturbance; unmatched uncertainty; Control systems; Delay effects; Intelligent systems; Knowledge engineering; Linear matrix inequalities; Robust control; Sliding mode control; Stability analysis; Support vector machines; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent System and Knowledge Engineering, 2008. ISKE 2008. 3rd International Conference on
  • Conference_Location
    Xiamen
  • Print_ISBN
    978-1-4244-2196-1
  • Electronic_ISBN
    978-1-4244-2197-8
  • Type

    conf

  • DOI
    10.1109/ISKE.2008.4731072
  • Filename
    4731072