Intelligent cross-coupled fuzzy feedrate controller design for CNC machine tools based on genetic algorithms

International Journal of Machine Tools and Manufacture

Volumn 39, Issue 10, 1999, Pages 1673-1692

  Tarng, Y S ^a   Chuang, H Y ^a   Hsu, W T ^a  

^a NATIONAL TAIWAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER CONTROL SYSTEMS; CONTOUR MEASUREMENT; FUZZY CONTROL; GENETIC ALGORITHMS; INTELLIGENT CONTROL; LEARNING ALGORITHMS; MEASUREMENT ERRORS; NUMERICAL CONTROL SYSTEMS;

COMPUTER NUMERICAL CONTROL; CONTOUR CONTROL SYSTEMS; CONTOUR ERROR; CROSS COUPLED FUZZY FEEDRATE CONTROL;

CONTOUR FOLLOWERS;

EID: 0033212259     PISSN: 08906955     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0890-6955(99)00012-7     Document Type: Article

References (24)

1. Ulsoy A.G., Koren Y. Control of machining processes. ASME Journal of Dynamic Systems Measurement, and Control. 115:1993;301-307.
2. Koren Y. Cross-coupled biaxial computer control for manufacturing systems. ASME Journal of Dynamic Systems Measurement, and Control. 102:1980;265-272.
3. Srinivasan K., Kulkarni P.K. Cross-coupled control of biaxial feed drive servomechanisms. ASME Journal of Dynamic Systems Measurement, and Control. 112:1990;225-231.
4. Koren Y., Lo C.C. Variable-gain cross-coupling controller for contouring. Annals of the CIRP. 40(1):1991;371-374.
5. Chuang H.Y., Liu C.H. A model-referenced adaptive control strategy for improving contouring accuracy of multiaxis machine tools. IEEE Transactions on Industry Application. 28(1):1992;221-227.
6. Lo C.C., Koren Y. Advanced controllers for feed drivers. Annals of the CIRP. 41(2):1992;689-698.
7. Kakino Y., Ihara Y., Nakatsu Y. The measurement of motion errors of NC machine tools and diagnosis of their origins by using telescoping magnetic ball bar method. Annals of the CIRP. 36(1):1987;377-380.
8. Tarng Y.S., Cheng H.E. An investigation of stick-slip friction on the contouring accuracy of CNC machine tools. International Journal of Machine Tools Manufacture. 35(4):1995;565-576.
9. Kao J.Y., Yeh Z.M., Tarng Y.S., Lin Y.S. A study of backlash on the motion accuracy of CNC lathes. International Journal of Machine Tools Manufacture. 36(5):1996;539-550.
10. W. Pedrycz, Fuzzy Control and Fuzzy Systems, Wiley, New York, 1989.
11. Tarng Y.S., Cheng S.T. Fuzzy control of feed rate in end milling operations. International Journal of Machine Tools Manufacture. 33(4):1993;643-650.
12. J.H. Holland, Adaptation in Natural and Artificial Systems, The University of Michigan Press, Ann Arbor, MI, 1975.
13. D.E. Goldberg, Genetic Algorithms in Search, Optimization, and Machine Learning, Addison-Wesley, New York, 1989.
14. L. Davis, Handbook of Genetic Algorithms, Van Nostrand Reinhold, New York, 1991.
15. Srinivas M., Patnaik L.M. Genetic algorithms: a survey. Computer. 27(6):1994;17-26.
16. Varsek A., Urbanic T., Filipic B. Genetic algorithms in controller design and tuning. IEEE Trans. Systems, Man and Cybernetics. 23(5):1993;1330-1339.
17. Park D., Kandel A., Langholz G. Genetic based new fuzzy reasoning models with application to fuzzy control. IEEE Trans. Systems, Man and Cybernetics. 24(1):1994;39-47.
18. Wang P., Kwok D.P. Optimal design of PID process controllers based on genetic algorithms. Control Engineering Practice. 2(2):1994;641-648.
19. Linkens D.A., Nyongesa H.O. Genetic algorithms for fuzzy control, part 1: offline system development and application. IEE Proc. Control Theory Appl. 142(3):1995;161-176.
20. Linkens D.A., Nyongesa H.O. Genetic algorithms for fuzzy control, part 2: online system development and application. IEE Proc. Control Theory Appl. 142(3):1995;177-185.
21. Tarng Y.S., Yeh Z.M., Nian C.Y. Genetic synthesis of a fuzzy logic controller in turning. Fuzzy Sets and Systems. 83:1996;301-310.
22. Masory O. Improving contouring accuracy of NC/CNC systems with additional velocity feedforward loop. ASME Journal of Engineering for Industry. 104:1986;227-230.
23. B.C. Kuo, Automatic Control System, Prentice-Hall, Englewood Cliffs, NJ, 1987.
24. H.J. Zimmermann, Fuzzy Set Theory and its Applications, Kluwer Academic, London, 1985.