An improved hybrid defuzzification method for fuzzy controllers

Statistics, Optimization and Information Computing

article

MouradNachaoui¹  AbdeljalilNachaoui²  R. Y.Shikhlinskaya³  Abdelali Elmoufidi¹ 

[1] Equipe de Mathematiques et Interactions Universite Sultan Moulay slimane, Faculte des Sciences et Techniques;Laboratoire de Mathematiques Jean Leray CNRS / Universite de Nantes UMR6629 2 rue de la Houssiniere;Z1148, Z.Khalilov, 23, Baku State University, Institute Applied Mathematics

关键词: Fuzzy sets;    Fuzzy Logic;    fuzzy controllers;    inference;    defuzzification;    WABL Method;   

DOI  :  10.19139/soic-2310-5070-1706

来源: Istituto Superiore di Sanita

【 摘 要 】

This paper deals with fuzzy logic controllers. Our interest is in studying different techniques of defuzzification methods. In particular, we propose a generalization of the WABL method to the multiple output system controller. We give a numerical realization, and we show the advantages of this method compared to other defuzzification methods (MOM, COG, WAF,\ldots) through an application for intelligent control of air conditioners.

【 授权许可】

Unknown