Design and tuning of a fuzzy logic controller for micro-hole electrical discharge machining

Journal of Manufacturing Processes

Volumn 10, Issue 2, 2008, Pages 61-73

  Kao, Chen Chun ^a   Shih, Albert J ^a  

^a UNIVERSITY OF MICHIGAN   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATION THEORY; COMPUTER CIRCUITS; CONTROLLERS; ELECTRIC DISCHARGE MACHINING; ELECTRIC DISCHARGES; SCHEDULING; TUNING;

COMPUTATIONAL TIME; CONTROLLER DESIGNS; DIESEL INJECTORS; DISCRETIZATIONS; ELECTRICAL DISCHARGE MACHINING; FUZZY LOGIC CONTROLLERS; GAIN SCHEDULING CONTROLLER; INPUT PARAMETER;

FUZZY LOGIC;

EID: 68149132934     PISSN: 15266125     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jmapro.2009.03.001     Document Type: Article

References (32)

1. Nordgren H, Hultqvist A, Johansson B. Start of injection strategies for HCCl-combustion. SAE Technical paper 2004-01-2990. 2004. p. 1-10.
2. Nagasaka K, Takagi T, Koyanagi K, Yamauchi T. Development of fine atomization injector. JSAE Review 2000;21(3):309-13.
3. Imai Y, Nakagawa T, Miyaki H, Hidai H, Tokura H. Local actuator module for highly accurate micro-EDM. Journal of Materials Processing Technology 2004; 149(1-3):328-33.
4. Kao CC, Shin AJ. Sub-nanosecond monitoring of micro-hole electrical discharge machining pulses and modeling of discharge ringing. International Journal of Machine Tools and Manufacture 2006;46(15):1996-2008.
5. Wang WM, Rajurkar KP. Modeling and adaptive control of EDM systems. Journal of Manufacturing Systems 1992;11(5):334-45.
6. Rajurkar KP, Wang WM. Improvement of EDM performance with advanced monitoring and control systems. ASME Journal of Manufacturing Science and Engineering 1997;119:770-5.
7. Kruth JP, Snoeys R, Van Brussel H. An adaptive control solution to the problem of automation and optimization of EDM. Transactions of NAMRI/SME 1979;7: 307-14.
8. Snoeys R, Dauw D, Kruth JP. Improved adaptive control system for EDM processes. Annals of the CIRP 1980;29:97-101.
9. Rajurkar KP, Pandit SM. Adaptive control of EDM - Technology and research. Transactions of NAMRI/SME 1985;13:8-14.
10. Wang WM, Rajurkar KP. Monitoring modeling and control of EDM. In: ASME production engineering division (PED) winter annual meeting. 1990. p. 393-406.
11. Weck M, Dehmer JM. Analysis and adaptive control of EDM sinking process using the ignition delay time and fall time as parameter. Annals of the CIRP 1992;41(1):243-6.
12. Shamma JS, Athans M. Gain scheduling: Potential hazards and possible remedies. IEEE Control Systems Magazine 1992;12(3):101-7.
13. Ho KH, Newman ST. State of the art electrical discharge machining (EDM). International Journal of Machine Tools and Manufacture 2003;43:1287-300.
14. Mediliyegedara TKKR, Wijayakulasooriya JV, Alahakoon S, Pathirana SD. An artificial neural network approach for the process control of electro discharge machining (EDM). In: Proceedings of 36th ISCIE. 2004. p. 303-8.
15. Cao H. Si G, Zhang Y, Ma X, Wang J. Load control of ball mill by a high precision sampling fuzzy logic controller with self-optimizing. Asian Journal of Control 2008;10(6):621-31.
16. Yeh Z, Tarng YS, Nian CY. Self-organizing neural fuzzy logic controller for turning operations. International Journal of Machine Tools and Manufacture 1995;35(10):1363-74.
17. Karakuzu C. An experimental comparison of fuzzy, neuro and classical control techniques. In: Proceedings of 21st IEEE convention of the electrical and electronic engineers in Israel. 2000. p. 160-6.
18. Reznik L. Fuzzy controllers. Oxford (UK): Newnes; 1997.
19. Boccadoro M, Dauw D. About the application of fuzzy controllers in high-performance die-sinking EDM machines. Annals of the CIRP 1995;44(1): 147-50.
20. Zhang Y, Ying J, Chen Z, Chen W. The research on the self adaptive fuzzy control system for electric discharge machining. In: Proceedings of IEEE international conference on intelligent processing systems. 1997. p. 364-7.
21. Yan MT, Liao YS. Adaptive control of the WEDM process using the fuzzy control strategy. Journal of Manufacturing Systems 1998;17(4):263-74.
22. Zhang JH, Zhang H, Su DS, Qin Y, Huo MY, Zhang QH, Wang L. Adaptive fuzzy control system of a servomechanism for electro-discharge machining combined with ultrasonic vibration. Journal of Materials Processing Technology 2002;129:45-9.
23. Kaneko T, Onodera T. Improvement in machining performance of die-sinking EDM by using self-adjusting fuzzy control. Journal of Materials Processing Technology 2004;149:204-11.
24. Zhang Y. The study in a new-type self-adaptive fuzzy logic control system in EDM process. In: Proceedings of 4th international conference on machine learning and cybernetics. 2005. p. 18-21.
25. Isermann R. On fuzzy logic applications for automatic control supervision, and fault diagnosis. IEEE Transactions on Systems, Man and Cybernetics - Part A: Systems and Humans 1998;28(2):221-35.
26. Kao CC, Shih AJ. Fuzzy logic control system for micro-hole electrical discharge machining. In: Proceedings of ASME international manufacturing science and engineering conference. 2007. p. 793-802.
27. Chiu S, Togai M. A fuzzy logic programming environment for real-time control. International Journal of Approximate Reasoning 1988;2(2):163-75.
28. Chiueh T. Optimization of fuzzy logic implementation. In: Proceedings of 21st international symposium on multiple-valued logic. 1991. p. 348-55.
29. Li HX, Gatland HB. Conventional fuzzy control and its enhancement. IEEE Transactions on Systems, Man and Cybernetics, Part B: Cybernetics 1996; 26(5):791-7.
30. Kernighan BW, Ritchie DM. The C programming language. 2nd ed. Englewood Cliffs (NJ): Prentice-Hall; 1988.
31. Sasaki J, Youoku S, Tamamushi K, Ito A. Development of microchannel device forautomated microinjection. In: Proceedings of SPIE - Progress in biomedical optics and imaging. 2005. p. 186-93.
32. Lu X, Leng Y. Electrochemical micromachining of titanium surfaces for biomedical applications. Journal of Materials Processing Technology 2005; 169(2):173-8.