• DocumentCode
    1058830
  • Title

    Hierarchical approach for H∞ robust control design: S/KS mixed sensitivity with genetic algorithm

  • Author

    Miranda, M.F. ; Takahashi, R.H.C. ; Jota, F.G.

  • Author_Institution
    Colegio Tecnico, Univ. Fed. de Minas Gerais
  • Volume
    1
  • Issue
    1
  • fYear
    2007
  • fDate
    1/1/2007 12:00:00 AM
  • Firstpage
    18
  • Lastpage
    24
  • Abstract
    The issue of introducing generic design constraints (practical or `real-life´ constraints) in robust control design procedures is discussed. A strategy, based on a hierarchy of optimisation methods, is proposed here. An Hinfin design algorithm constitutes the bottom level of this hierarchy, and a general-purpose optimisation algorithm (a genetic algorithm) is employed for tuning the parameters of the Hinfin controller, searching for the solutions that satisfy the earlier mentioned `practical constraints´. Practical results obtained in a pilot-scale plant with fluid-level and flow-rate control as controlled variables are included to show the applicability of the proposed method.
  • Keywords
    Hinfin control; flow control; genetic algorithms; robust control; sensitivity; Hinfin robust control design; S/KS mixed sensitivity; flow-rate control; fluid-level control; genetic algorithm; hierarchical approach; optimisation method;
  • fLanguage
    English
  • Journal_Title
    Control Theory & Applications, IET
  • Publisher
    iet
  • ISSN
    1751-8644
  • Type

    jour

  • DOI
    10.1049/iet-cta:20050188
  • Filename
    4079550