A modified PI-like fuzzy logic controller for switched reluctance motor drives

IEEE Transactions on Industrial Electronics

Volumn 58, Issue 5, 2011, Pages 1812-1825

  Wang, Shun Chung ^a   Liu, Yi Hwa ^b  

^a LUNGHWA UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Taiwan)

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

Author keywords

Fuzzy logic controller; scaling factor (SF); switched reluctance motor (SRM); variable speed drives

Indexed keywords

CHANGE RATIO; CONTROL RULES; CONTROLLER GAIN; D-SPACE; DESIGN CONSIDERATIONS; DYNAMIC BEHAVIORS; FOUR-PHASE; FUZZY LOGIC CONTROLLERS; FUZZY LOGIC REASONING; GAIN TUNING; INPUT VARIABLES; PERFORMANCE COMPARISON; PRACTICAL EXPERIENCE; PROGRAM COMPLEXITY; RULE BASE; RULE BASIS; SCALING FACTOR (SF); SCALING FACTORS; SELF-TUNING MECHANISMS; SWITCHED RELUCTANCE MOTOR (SRM); SWITCHED RELUCTANCE MOTOR DRIVES;

CONTROLLERS; ELECTRIC DRIVES; FUZZY SETS; MEMBERSHIP FUNCTIONS; RELUCTANCE MOTORS;

FUZZY LOGIC;

EID: 79954566275     PISSN: 02780046     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIE.2010.2058074     Document Type: Article

References (34)

1. T. J. E Miller, Electronic Control of Switched Reluctance Machines. London, U.K.: Oxford Univ. Press, 2001.
2. R. Krishnan, Switched Reluctance Motor Drives: Modeling, Simulation, Analysis, Design and Applications. London, U.K.: CRC, 2001.
3. J. G. Amoros and P. Andrada, "Sensitivity analysis of geometrical parameters on a double-sided linear switched reluctance motor," IEEE Trans. Ind. Electron., vol. 57, no. 1, pp. 311-319, Jan. 2010.
4. P. C. Desai, M. Krishnamurthy, N. Schofield, and A. Emadi, "Novel switched reluctance machine configuration with higher number of rotor poles than stator poles: Concept to implementation," IEEE Trans. Ind. Electron., vol. 57, no. 2, pp. 649-659, Feb. 2010.
5. J. Corda and S. M. Jamil, "Experimental determination of equivalentcircuit parameters of a tubular switched reluctance machine with solid-steel magnetic core," IEEE Trans. Ind. Electron., vol. 57, no. 1, pp. 304-310, Jan. 2010.
6. H. Abootorabi Zarchi, J. Soltani, and G. Arab Markadeh, "Adaptive input-output feedback-linearization-based torque control of synchronous reluctance motor without mechanical sensor," IEEE Trans. Ind. Electron., vol. 57, no. 1, pp. 375-384, Jan. 2010.
7. H. P. Huang, J. L. Yan, and T. H. Cheng, "Development and fuzzy control of a pipe inspection robot," IEEE Trans. Ind. Electron., vol. 57, no. 3, pp. 1088-1095, Mar. 2010.
8. T. Orlowska-Kowalska, M. Kaminski, and K. Szabat, "Implementation of a sliding-mode controller with an integral function and fuzzy gain value for the electrical drive with an elastic joint," IEEE Trans. Ind. Electron., vol. 57, no. 4, pp. 1309-1317, Apr. 2010.
9. H. Zhang, G. Trott, and R. P. Paul, "Minimum delay PID control of interpolated joint trajectories of robot manipulators," IEEE Trans. Ind. Electron., vol. 37, no. 5, pp. 358-364, Oct. 1990.
10. S. Skoczowski, S. Domek, K. Pietrusewicz, and B. Broel-Plater, "A method for improving the robustness of PID control," IEEE Trans. Ind. Electron., vol. 52, no. 6, pp. 1669-1676, Dec. 2005. (Pubitemid 41830037)
11. H. Zhang, "Speed control of two-inertia system by PI/PID control," IEEE Trans. Ind. Electron., vol. 47, no. 3, pp. 603-609, Jun. 2000.
12. P. Vas, Artificial-Intelligence-Based Electrical Machines and Drives: Application of Fuzzy, Neural, Fuzzy-Neural, and Genetic- Algorithm-Based Techniques. London, U.K.: Oxford Univ. Press, 1999.
13. M. Chen, Q. Sun, and E. Zhou, "New self-tuning fuzzy PI control of a novel doubly salient permanent-magnet motor drive," IEEE Trans. Ind. Electron., vol. 53, no. 3, pp. 814-821, Jun. 2006. (Pubitemid 43834600)
14. A. D. Cheok and N. Ertugrul, "High robustness and reliability of fuzzy logic based position estimation for sensorless switched reluctance motor drives," IEEE Trans. Power Electron., vol. 15, no. 2, pp. 319-334, Mar. 2000.
15. S. Mir, M. E. Elbuluk, and I. Husain, "Torque-ripple minimization in switched reluctance motors using adaptive fuzzy control," IEEE Trans. Ind. Appl., vol. 35, no. 2, pp. 461-468, Mar./Apr. 1999.
16. S. Bolognani and M. Zigliotto, "Fuzzy logic control of a switched reluctance motor," IEEE Trans. Ind. Appl., vol. 32, no. 5, pp. 814-821, Sep./Oct. 1996.
17. T. Orlowska-Kowalska, M. Dybkowski, and K. Szabat, "Adaptive slidingmode neuro-fuzzy control of the two-mass induction motor drive without mechanical sensors," IEEE Trans. Ind. Electron., vol. 57, no. 2, pp. 553- 564, Feb. 2010.
18. M. N. Uddin and M. A. Rahman, "High-speed control of IPMSM drives using improved fuzzy logic algorithms," IEEE Trans. Ind. Electron., vol. 54, no. 1, pp. 190-199, Feb. 2007. (Pubitemid 46444016)
19. M. A. Fnaiech, F. Betin, G. A. Capolino, and F. Fnaiech, "Fuzzy logic and sliding-mode controls applied to six-phase induction machine with open phases," IEEE Trans. Ind. Electron., vol. 57, no. 1, pp. 354-364, Jan. 2010.
20. Y. Zhao and E. G. Collins, Jr., "Fuzzy PI control design for an industrial weigh belt feeder," IEEE Trans. Fuzzy Syst., vol. 11, no. 3, pp. 311-319, Jun. 2003.
21. F. Mrad and G. Deeb, "Experimental comparative analysis of adaptive fuzzy logic controllers," IEEE Trans. Control Syst. Technol., vol. 10, no. 2, pp. 250-255, Mar. 2002. (Pubitemid 34404548)
22. R. K. Mudi and N. R. Pal, "A robust self-tuning scheme for PI- and PDtype fuzzy controllers," IEEE Trans. Fuzzy Syst., vol. 7, no. 1, pp. 2-16, Feb. 1999.
23. J. Lee, "On methods for improving performance of PI-type fuzzy logic controllers," IEEE Trans. Fuzzy Syst., vol. 1, no. 4, pp. 298-301, Nov. 1993.
24. H. X. Li and H. B. Gatland, "A new methodology for designing a fuzzy logic controllers," IEEE Trans. Syst., Man, Cybern., vol. 25, no. 3, pp. 505-512, Mar. 1995.
25. H. X. Li and H. B. Gatland, "Conventional fuzzy control and its enhancement," IEEE Trans. Syst., Man, Cybern. B: Cybern., vol. 26, no. 5, pp. 791-797, Oct. 1996. (Pubitemid 126782435)
26. A. Luo, C. Tang, Z. Shuai, J. Tang, X. Y. Xu, and D. Chen, "Fuzzy- PI-based direct-output-voltage control strategy for the STACOM used in utility distribution systems," IEEE Trans. Ind. Electron., vol. 56, no. 7, pp. 2401-2411, Jul. 2009.
27. H. Y. Chung, B. C. Chen, and J. J. Lin, "A PI-type fuzzy controller with self-tuning scaling factors," Fuzzy Sets Syst., vol. 93, no. 1, pp. 23-28, Jan. 1998.
28. A. G. Perry, G. Feng, Y. F. Liu, and P. C. Sen, "A design method for PI-like fuzzy logic controller for DC-DC converter," IEEE Trans. Ind. Electron., vol. 54, no. 1, pp. 190-199, Feb. 2007.
29. N. Abut, B. Cakin, N. Inanc, A. B. Yildiz, and M. Z. Bilgin, "Switched reluctance motor drive by using fuzzy controller," in Proc. IEEE IECON, 1997, pp. 348-353.
30. B. Singh, V. K. Sharma, and S. S. Murthy, "Performance analysis of adaptive fuzzy logic controller for switched reluctance motor drive system," in Conf. Rec. IEEE IAS Annu. Meeting, 1998, pp. 571-579.
31. S. Chowdhuri, S. K. Biswas, and A. Mukherjee, "Performance studies of fuzzy logic based PI-like controller designed for speed control of switched reluctance motor," in Proc. IEEE Int. Conf. Ind. Electron. Appl., 2006, pp. 1-5.
32. J. Xiu and C. Xia, "An application of adaptive fuzzy logic controller for switched reluctance motor drive," in Proc. IEEE Fuzzy Syst. Knowl. Disc., 2007, pp. 154-158. (Pubitemid 351711020)
33. T. Koblara, "Implementation of speed controller for switched reluctance motor drive using fuzzy logic," in Proc. OPTIM, 2008, pp. 101-105.
34. J. A. Nelder and R.Mead, "A simplex method for function minimization," Comput. J., vol. 7, no. 4, pp. 308-313, 1965.