An adaptive fuzzy controller for constant cutting force in end-milling processes

Journal of Manufacturing Science and Engineering

Volumn 130, Issue 3, 2008, Pages 0310011-03100110

  Xu, Chengying ^a   Shin, Yung C ^a  

^a PURDUE UNIVERSITY   (United States)

Author keywords

Adaptive systems; Force control; Fuzzy control; Stability

Indexed keywords

ADAPTIVE CONTROL SYSTEMS; ADAPTIVE SYSTEMS; CLOSED LOOP SYSTEMS; COMPUTER ARCHITECTURE; COMPUTER CONTROL SYSTEMS; CONTROL SYSTEM ANALYSIS; CONTROLLERS; CONVERGENCE OF NUMERICAL METHODS; CUTTING; CUTTING TOOLS; FORCE CONTROL; FUZZY CONTROL; FUZZY INFERENCE; FUZZY LOGIC; MILLING (MACHINING); PRODUCTIVITY; REAL TIME CONTROL;

ADAPTATION MECHANISM; ADAPTIVE FUZZY CONTROLLER; CONSTANT CUTTING FORCE; CONTROL ENVIRONMENT; END-MILLING PROCESS; FUZZY LOGIC CONTROLLERS; MACHINING PRODUCTIVITY; NATIONAL INSTRUMENTS;

PROCESS CONTROL;

EID: 49749152386     PISSN: 10871357     EISSN: None     Source Type: Journal    
DOI: 10.1115/1.2823070     Document Type: Article

References (25)

1. Das, M. K., and Tobias, S. A., 1967, "The Relation Between the Static and the Dynamic Cutting of Metals," Int. J. Mach. Tool Des. Res., 7, pp. 63-89.
2. Tomizuka, M., Oh, J. H., and Dornfeld, D. A., 1983, "Model Reference Adaptive Control of the Milling Process," Proceedings of Control of Manufacturing Processes and Robotic Systems Conference, pp. 55-63.
3. Altintas, Y., 1994, "Direct Adaptive Control of End Milling Process," Int. J. Mach. Tools Manuf., 34(4), pp. 461-472.
4. Lauderbaugh, L. K., and Ulsoy, A. G., 1986, "Model Reference Adaptive Force Control in Milling," Modeling, Sensing, and Control of Manufacturing Processes, ASME, New York, pp. 165-179.
5. Lauderbaugh, L. K., and Ulsoy, A. G., 1989, "Model Reference Adaptive Force Control in Milling," ASME J. Eng. Ind., 111, pp. 13-21.
6. Elbestawi, M. A., and Sagherian, R., 1987, "Parameter Adaptive Control in Peripheral Milling," Int. J. Mach. Tools Manuf., 27(3), pp. 399-414.
7. Elbestawi, M. A., Mohamed, Y., and Liu, L., 1990, "Application of Some Parameter Adaptive Control Algorithms in Machining," ASME J. Dyn. Syst., Meas., Control, 112, pp. 611-617.
8. Rober, S. J., and Shin, Y. C., 1996, "Control of Cutting Force for End Milling Processes Using an Extended Model Reference Adaptive Control Scheme," ASME J. Manuf. Sci. Eng., 118, pp. 339-347.
9. Hayes, P. D., Shin, Y. C., and Nwokah, O. D. I., 1993, "Robust Control Design for Milling Processes," ASME Winter Annual Meeting, New Orleans, LA, DSC-Vol. 50/PED-Vol. 63, pp. 119-125.
10. Rober, S. J., Shin, Y. C., and Nwokah, O. D. I., 1997, "A Digital Robust Controller for Cutting Force Control in the End Milling Process," ASME J. Dyn. Syst., Meas., Control, 119, pp. 146-152.
11. Kim, S. I., Landers, R. G., and Ulsoy, A. G., 2003, "Robust Machining Force Control With Process Compensation," ASME J. Manuf. Sci. Eng., 125, pp. 423-430.
12. Charbonnaud, P., Carrillo, F. J., and Ladevèze, D., 2001, "Monitored Robust Force Control of a Milling Process," Control Eng. Pract., 9, pp. 1047-1061.
13. Kim, M. K., Cho, M. W., and Kim, K., 1994, "Application of the Fuzzy Control Strategy to Adaptive Force Control of Non-Minimum Phase End Milling Operations," Int. J. Mach. Tools Manuf., 34(5), pp. 677-696.
14. Haber, R. E., Alique, J. R., Ros, S., and Peres, C. R., 1996, "Fuzzy Supervisory Control of End Milling Processes," Inf. Sci. (N.Y.), 89(1-2), pp. 95-106.
15. Haber, R. E., Peres, C. R., Alique, A., Ros, S., González, C., and Alique, J. R., 1998, "Toward Intelligent Machining: Hierarchical Fuzzy Control for the End Milling Process," IEEE Trans. Control Syst. Technol., 6(2), pp. 188-199.
16. Haber, R. E., Haber, R. H., Alique, A., and Ros, S., 2000, "Hierarchical Fuzzy Control of the Milling Process With a Self-Tuning Algorithm," Proceedings of the 2000 IEEE International Symposium on Intelligent Control, pp. 115-120.
17. Batur, C., and Kaperisan, V., 1993, "Fuzzy Adaptive Control," Int. J. Syst. Sci. 24(2), pp. 301-314.
18. Jee, S., and Koren, Y., 2004, "Adaptive Fuzzy Logic Controller for Feed Drives of a CNC Machine Tool," Mechatronics, 14, pp. 299-326.
19. Xu, C., and Shin, Y. C., 2005, "Design of a Multi-Level Fuzzy Controller for Nonlinear Systems and Stability Analysis," IEEE Trans. Fuzzy Syst., 13(6), pp. 761-778.
20. Farinwata, S. S., Filev, D., and Langari, R., 2000, Fuzzy Control Synthesis and Analysis, Wiley, New York.
21. Calcev, G., 1998, "Some Remarks in the Stability of Mamdani Fuzzy Control Systems," IEEE Trans. Fuzzy Syst., 6(3), pp. 436-442.
22. Aracil, J., and Gordillo, F., 2000, Stability Issues in Fuzzy Control, Springer-Verlag, New York.
23. Ying, H., 1994, "Practical Design of Nonlinear Fuzzy Controllers With Stability Analysis for Regulating Processes With Unknown Mathematical Models," Automatica, 30(7), pp. 1185-1195.
24. Ma, C. C. H., and Altintas, Y., 1990, "Direct Adaptive Cutting Force Control of Milling Processes," Automatica, 26(5), pp. 899-902.
25. Rober, S., and Shin, Y. C., 1995, "Modeling and Control of CNC Machines Using a PC-Based Open Architecture Controller," Mechatronics, 5(4), pp. 401-420.