Design of a hybrid fuzzy logic proportional plus conventional integral-derivative controller

IEEE Transactions on Fuzzy Systems

Volumn 6, Issue 4, 1998, Pages 449-463

  Li, Wei ^a,b  

^a IEEE   (China)

^b TSINGHUA UNIVERSITY   (China)

Author keywords

Fuzzy logic; Fuzzy P+ID controller; Hybrid system; Stability

Indexed keywords

COMPUTER SIMULATION; DESIGN; FUZZY SETS; PARAMETER ESTIMATION; STABILITY; THEOREM PROVING;

PROPORTIONAL CONTROLLERS;

CONTROL EQUIPMENT;

EID: 0032202975     PISSN: 10636706     EISSN: None     Source Type: Journal    
DOI: 10.1109/91.728430     Document Type: Article

References (26)

1. L. A. Zadeh, "Fuzzy sets," Inform. Contr., vol. 8, pp. 339-353, 1965.
2. H. R. Berenji, "Fuzzy logic controllers," in An Introduction to Fuzzy Logic Application in Intelligent Systems, R. R Yager and L. A. Zadeh, Eds. Boston, MA: Kluwer, 1992, pp. 69-96.
3. E. H. Mamdani, "Application of fuzzy algorithm for control of simple dynamic plant," Proc. Inst. Elect. Eng., vol. 121, pp. 1585-1588, 1974.
4. M. Braae and D. A. Rutherford, "Theoretical and linguistic aspects of the fuzzy logic controller," Automatica, vol. 15, pp. 553-577, 1979.
5. S. Tzafestas and N. Papanikolopoulos, "Incremental fuzzy expert PID control," IEEE Trans. Ind. Electron., vol. 37, pp. 365-371, 1990.
6. W. Li and B. Zhang, "Fuzzy control of robotic manipulators in the presence of joint friction and loads changes," in Proc. ASME Int. Comput. Eng. Conf., San Diego, CA, Aug. 1993.
7. W. Li and X. G. Chang, "Application of hybrid fuzzy logic proportional plus conventional integral-derivative controller to combustion control of stoker-fired boilers," Fuzzy Sets Syst., to be published.
8. H. S. Zhong, T. Shaohua, and W. P. Zhuang, "Fuzzy self-tuning of PID controllers," Fuzzy Sets Syst., vol. 56, pp. 36-46, 1993.
9. S. Z. He, S. H. Tan, F. L. Xu, and P. Z. Wang, "PID self-tuning control using a fuzzy adaptive mechanism," in Proc. 2nd IEEE Conf. Fuzzy Syst., San Diego, CA, May 1993, pp. 708-713.
10. H. A. Malki, H. D. Li, and G. Chen, "New design and stabilty analysis of fuzzy proportional-derivative control systems," IEEE Trans. Fuzzy Syst., vol. 2, pp. 245-254, Nov. 1994.
11. D. Misir, H. A. Malki, and G. Chen, "Design and analysis of fuzzy proportional-integral-derivative controller," Fuzzy Sets Syst., vol. 79, pp. 297-314, 1996.
12. W. Li, "Optimization of a fuzzy logic controller using neural network," in Proc. 3rd IEEE Conf. Fuzzy Syst., Orlando, FL, June 1994, pp. 223-227.
13. T. Brehm and K. Ratten, "Hybrid fuzzy logic PID controller," in Proc. 3rd IEEE Conf. Fuzzy Syst., Orlando, FL, June 1994, pp. 1682-1687.
14. C. P. Coleman and D. Godbole, "A comparison of robustness: Fuzzy logic, PID and sliding mode control," in Proc. 3rd IEEE Conf. Fuzzy Syst., Orlando, FL, June 1994, pp. 1654-1659.
15. T. Okayasu, T. Matsuoka, and Y. Ishida, "Midel reference I-PD controller using fuzzy reasoning," in Proc. 3rd IEEE Conf. Fuzzy Syst., Orlando, FL, June 1994, pp. 535-538.
16. J. Lee, "A method for improving performance of PI-type fuzzy logic controllers," IEEE Trans. Fuzzy Syst., vol. 1, pp. 298-301, Feb. 1993.
17. W. Li, "A method for design of a hybrid neuro-fuzzy control system based on behavior modeling," IEEE Trans. Fuzzy Syst., vol. 5, pp. 128-137, Feb. 1997.
18. H. Ying, W. Siler, and J. J. Buckeley, "Fuzzy control theory: A nonlinear case," Automatica, vol. 26, pp. 513-520, 1990.
19. R. J. P. de Figuerredo and G. Chen, Nonlinear Feedback Control System: An Operator Theory Approach. New York: Academic, 1993.
20. C. A. Desoer and M. Vidyasagar, Feedback System: Input-Output Properties. New York: Academic, 1975.
21. G. F. Franklin and J. D. Powell, Digital Control of Dynamic Systems. Reading, MA: Addison-Wesley, 1980.
22. J. G. Ziegler and N. B. Nichols, "Optimum setting for automatic controllers," Trans. Assoc. Soc. Mech. Eng., vol. 8, pp. 759-768, Dec. 1942.
23. K. L. Chien, J. A. Hrones, and J. B. Reswick, "On the automatic control of the generalized passive systems," Trans. Assoc. Soc. Mech. Eng., vol. 74, pp. 175-185, June 1952.
24. C. Kessler, "Das sysmmetrische optimum," Regelungstechnik, vol. 6, no. 11, pp. 395-400, 1958.
25. P. Naslin, "Polynômes mormaux et critère Algébrique d'Armortischement," Automatische, vol. 8, no. 6, pp. 215-223, 1963.
26. D. E. Goldberg, Genetic Algorithms in Search, Optimization, and Machine Learning. Reading, MA: Addison-Wesley, 1989.