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
Link To Document :
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