Application of genetic algorithm-based fuzzy logic control in wire transport system of wire-EDM machine

Wire tension as well as wire feed should be controlled tightly for the geometry and corner accuracy of wire-EDM. In this paper, a closed-loop wire tension control system for Micro-Wire-EDM is presented to guarantee a smooth wire transport and a constant tension value. In order to keep smooth wire tr...

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Bibliographic Details
Published in:Journal of materials processing technology 2008-08, Vol.205 (1), p.128-137
Main Authors: Yan, Mu-Tian, Fang, Chi-Cheng
Format: Article
Language:English
Subjects:
Fuzzy logic controller
Genetic algorithm
Micro-Wire-EDM
Wire tension
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Summary:Wire tension as well as wire feed should be controlled tightly for the geometry and corner accuracy of wire-EDM. In this paper, a closed-loop wire tension control system for Micro-Wire-EDM is presented to guarantee a smooth wire transport and a constant tension value. In order to keep smooth wire transportation and avoid wire breakage during wire feeding, the reel roller is modified and the clip reel is removed from the wire transport mechanism. A genetic algorithm-based fuzzy logic controller is proposed to investigate the dynamic performance of the closed-loop wire tension control system. Experimental results demonstrate that the developed wire transport system can result in satisfactory transient response, steady-state response and robustness. The proposed genetic algorithm-based fuzzy logic controller can obtain faster transient response and smaller steady-state error than a PI controller.
ISSN:0924-0136
DOI:10.1016/j.jmatprotec.2007.11.091