A comparative analysis of fuzzy logic and PI speed control in high-performance AC drives using experimental approach

IEEE Transactions on Industry Applications

Volumn 38, Issue 5, 2002, Pages 1210-1218

  Ibrahim, Zulkifilie ^b   Levi, Emil ^a,c  

^a IEEE   (United Kingdom)

^b SIRIM Berhad   (Malaysia)

^c LIVERPOOL JOHN MOORES UNIVERSITY   (United Kingdom)

Author keywords

Comparative analysis; Fuzzy logic speed control; Porportional plus integral speed control; Vector controlled ac drives

Indexed keywords

HIGH PERFORMANCE DRIVES;

FUZZY CONTROL; FUZZY SETS; SPEED CONTROL; TWO TERM CONTROL SYSTEMS; VECTORS;

ELECTRIC DRIVES;

EID: 0036755159     PISSN: 00939994     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIA.2002.802993     Document Type: Article

References (15)

1. K. Bose, "Expert systems, fuzzy logic, and neural network applications in power electronics and motion control," Proc. IEEE, vol. 82, pp. 1303-1323, Aug. 1994.
2. P. Vas, Artificial-Intelligence-Based Electric Machines and Drives. New York: Oxford Univ. Press, 1999.
3. P. Vas, J. Chen, and A.F. Stronach, "Fuzzy control of dc drives," in Proc. PCIM'94, Nuremberg, Germany, 1994, pp. 11-31.
4. G.C.D. Sousa and B.K. Bose, "A fuzzy set theory based control of a phase-controlled converter DC machine drive," IEEE Trans. Ind. Applicat., vol. 30, pp. 34-44, Jan./Feb. 1994.
5. A. Ibaliden and P. Goureau, "Fuzzy robust speed control of induction motor," in Proc. ICEM'96, Pt. III, Vigo, Spain, 1996, pp. 168-173.
6. M. Bossak and M. Bauer, "Robust speed and position control of an indirect field oriented controlled induction motor drive using fuzzy logic regulator," in Proc. ICEM'96, Pt. I, Vigo, Spain, 1996, pp. 219-224.
7. L. Baghli, H. Razik, and A. Rezzoug, "Comparison between fuzzy and classical speed control within a field oriented method for induction motors," in Proc. EPE'97, Trondheim, Norway, 1997, pp. 2.444-2.448.
8. F. Mrad and G. Deeb, "Experimental comparative analysis of conventional, fuzzy logic, and adaptive fuzzy logic controllers," in Conf. Rec. IEEE-IAS Annu. Meeting, Phoenix, AZ, 1999, CD-ROM Paper 15_6.
9. D. Hissel, P. Maussian, G. Gateau, and J. Faucher, "Fuzzy logic control optimization of electrical systems using experimental designs," in Proc. EPE'97, Trondheim, Norway, 1997, pp. 1.090-1.095.
10. D. Fodor, J. Vass, and Z. Katona, "Embedded controller board for field-oriented AC drives," in Proc. IEEE IECON'97, New Orleans, LA, 1997, pp. 1022-1027.
11. B. Heber, L. Xu, and Y. Tang, "Fuzzy logic enhanced speed control of an indirect field oriented induction motor drive," IEEE Trans. Power Electron., vol. 12, pp. 772-778, Sept. 1997.
12. V. Donescu, D.O. Neacsu, G. Griva, and F. Profumo, "A systematic design method for fuzzy logic speed controller for brusbless DC motor drives," in Proc. IEEE PESC'96, Baveno, Italy, 1996, pp. 689-694.
13. F. Betin, M. Deloizy, and C. Goeldel, "Closed loop control of a stepping motor drive: Comparison between PID control, self tuning regulation and fuzzy logic control," EPE J., vol. 8, no. 1-2, pp. 33-39, 1999.
14. W.G. da Silva and P.P. Acarnley, "Fuzzy logic controlled dc motor drive in the presence of load disturbance," in Proc. EPE'97, Trondheim, Norway, 1997, pp. 2.386-2.391.
15. J. Fonseca, J.L. Afonso, J.S. Martins, and C. Couto, "Fuzzy logic speed control of an induction motor," Microprocess. Microsyst., vol. 22, pp. 523-534, 1999.