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

Journal of Materials Processing Technology

Volumn 205, Issue 1-3, 2008, Pages 128-137

  Yan, Mu Tian ^a   Fang, Chi Cheng ^a  

^a HUAFAN UNIVERSITY   (Taiwan)

Author keywords

Fuzzy logic controller; Genetic algorithm; Micro Wire EDM; Wire tension

Indexed keywords

ERROR ANALYSIS; FUZZY CONTROL; FUZZY LOGIC;

FUZZY LOGIC CONTROLLER; MICRO-WIRE-EDM; WIRE TENSION;

GENETIC ALGORITHMS;

EID: 44749092776     PISSN: 09240136     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jmatprotec.2007.11.091     Document Type: Article

References (21)

1. Boccadoro M., and Dauw D.F. About the application of fuzzy controllers in high performance die-sinking EDM machines. Ann. CIRP 44 1 (1995) 147-150
2. Chang W., Park J.B., and Joo Y.H. GA-based intelligent digital redesign of fuzzy-model-based controllers. IEEE Trans. Fuzzy Syst. 11 1 (2003) 35-44
3. Chin T.C., and Qi X.M. Genetic algorithms for learning the rule base of fuzzy logic controller. Fuzzy Sets Syst. 97 (1998) 1-7
4. Dauw D.F., and Beltrami I. High precision wire-EDM by on-line wire position control. Ann. CIRP 43 1 (1994) 193-197
5. Dekeyser W.L., and Snoeys R. Geometrical accuracy of wire-EDM. Proceedings of the International Symposium for Electro-Machining (ISEM-9) (1989) 226-232
6. Ebler N.A., Michaelis G., Arnason R., and D'Sa N.S. Tension control: dancer rolls or load cells. IEEE Trans. Ind. Appl. 29 4 (1993) 727-739
7. Hsu P.-L., and Fann W.-R. Fuzzy adaptive control of machining processes with a self-learning algorithm. ASME J. Manuf. Sci. Eng. 118 (1996) 522-530
8. Hsue W.J., Liao Y.S., and Lu S.S. A study of corner strategy of wire-EDM based on quantitative MRR analysis. Int. J. Electric. Mach. 4 (1999) 33-39
9. Jeon S.H., Kim J.M., Jung K.C., and Choi J.Y. Decoupling control of bridle rolls for steel mill drive system. IEEE Trans. Ind. Appl. 35 1 (1999) 119-125
10. Klocke F., Lung D., and Nöthe T. Micro contouring by EDM with fine wires. Proceedings of the 13th International Symposium for Electromachining (ISEM13) (2001) 767-779
11. Li T.-H.S., and Shieh M.-Y. Design of a GA-based fuzzy PID controller for non-minimum phase systems. Fuzzy Sets Syst. 111 (2000) 183-197
12. Lin C.T., Chung I.F., and Huang S.Y. Improvement of machining accuracy by fuzzy logic at corner parts for wire-EDM. Fuzzy Sets Syst. 122 (2001) 499-511
13. Lin Z., Wang W., and Hu J. Study on application of gap monitoring and fuzzy control for EDM. Proceedings of the 13th International Symposium for Electromachining (ISEM13) (2001) 85-91
14. Luo F.L., and Ye H. DSP-based tension control and data acquisition for paper machine rewind roll drive. IEEE Trans. Ind. Appl. 36 4 (2000) 1018-1025
15. Morishita, H., Terada, Y., Tomisawa, M., Kikuiama, Y., Wire cut electric discharge machining apparatus, U.S. Patent No.5, 166,490, 1992.
16. Morishita, H., Terada, Y., Tsurumoto, K., Ito, A., Wire cut electrical discharge machine, U.S. Patent No.5, 216,217, 1993.
17. Obara, H., Izumiya, S., Apparatus for wire tension control and disconnection detection, U.S. Patent, No. 5,039,834, 1991.
18. Song S.H., and Sul S.K. A new tension controller for continuous strip processing line. IEEE Trans. Ind. Appl. 36 2 (2000) 633-639
19. Tarng Y.S., Yeh Z.M., and Nian C.Y. Genetic synthesis of fuzzy logic controllers in turning. Fuzzy Sets Syst. 83 (1996) 301-310
20. Yan M.T., and Huang P.H. Accuracy improvement of wire-EDM by real-time wire tension control. Int. J. Mach. Tools Manuf. 44 7-8 (2004) 807-814
21. Yan M.T., Liao Y.S., and Chang C.C. On-line estimation of workpiece height by using neural networks and hierarchical adaptive control of WEDM. Int. J. Adv. Manuf. Technol. 19 (2001) 884-891