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Application of practical fuzzy arithmetic to fuzzy internal model control
Authors:Laurent Vermeiren  Thierry Marie Guerra  Hakim Lamara
Affiliation:a Univ Lille Nord de France, F-59000 Lille, France
b UVHC, LAMIH, F-59313 Valenciennes, France
c CNRS, FRE 3304, F-59313 Valenciennes, France
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:Fuzzy arithmetic   Fuzzy number   Fuzzy model inversion   Internal model control   Weighted fuzzy fusion   φ-calculus arithmetic
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