• Title of article

    Application of practical fuzzy arithmetic to fuzzy internal model control

  • Author/Authors

    Vermeiren، نويسنده , , Laurent and Guerra، نويسنده , , Thierry Marie and Lamara، نويسنده , , Hakim، نويسنده ,

  • Issue Information
    روزنامه با شماره پیاپی سال 2011
  • Pages
    12
  • From page
    1006
  • To page
    1017
  • Abstract
    This paper applies a new fuzzy arithmetic of interval calculus and fuzzy quantities to automatic control. Practical results are obtained which overcome those based on the extension principle or α-cuts. The proposed approach is based on a different representation of fuzzy numbers, though most common arithmetic operators cannot be directly applied for designing a fuzzy controller due to the unjustified overestimation effect. To avoid this phenomenon, a procedure based on an “exact” resolution calculus is proposed, whose solutions allow creating a fuzzy internal model control scheme. The validity of the new method is illustrated by a real-time educational engineering application on classical control design: a coupled tanks system.
  • Keywords
    Internal Model Control , Weighted fuzzy fusion , Fuzzy model inversion , ?-calculus arithmetic , Fuzzy arithmetic , Fuzzy number
  • Journal title
    Engineering Applications of Artificial Intelligence
  • Serial Year
    2011
  • Journal title
    Engineering Applications of Artificial Intelligence
  • Record number

    2125495