Fuzzy Particle Swarm Optimization for Manufacturing Systems

Type : Publication
Auteur(s) :  M. BECHOUAT, Sami KAHLA
Année :  2014
Domaine : Automatique
Revue : International Journal of Scientific Research & Engineering Technology
Résumé en PDF :  (résumé en pdf)
Fulltext en PDF :  (.pdf)
Mots clés :  Particle Swarm Optimization, PSO, fuzzy logic control, FLC, manufacturing system

Résumé : 

Particle Swarm Optimization (PSO) is proposed in our research to generate Fuzzy Controller, a fuzzy logic control (FLC) is proposed to control manufacturing system presented by m-machine line as an m-order state-space. As results indicated, use particle swarm optimization (PSO) method for optimizing a fuzzy logic controller (FLC) for manufacturing system is better than that of fuzzy logic control (FLC) not optimized and applying fuzzy keeping the production demand.