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http://dx.doi.org/10.5370/JEET.2010.5.2.276

A New Fuzzy Logic based Modeling and Simulation of a Switched Reluctance Motor  

Wadnerkar, Vikas S. (Vedanta Aluminum Limited)
Bhaskar, Mithun M. (Department of Electrical Engineering, National Institute of Technology)
Das, Tulasi Ram (Department of Electrical and Electronics Engineering, COE, Jawaharlal Nehru Technological University)
RajKumar, A.D. (CVR College of Engineering)
Publication Information
Journal of Electrical Engineering and Technology / v.5, no.2, 2010 , pp. 276-281 More about this Journal
Abstract
The switched reluctance motor (SRM) is an older member of the electric machines family. Its simple structure, ruggedness and inexpensive manufacturing potential make it extremely attractive for industrial applications. However, these merits are overshadowed by its inherent high torque ripple, acoustic noise and difficulty to control. In this paper, a control strategy of the angle position control for the SRM drive based on fuzzy logic is illustrated. The input control parameter, the output control parameter and fuzzy control with FAM table formulation strategy are described and simulated with control patterns, and the decision form of the fuzzy control is illustrated and simulated, and the scope of implementing in a Fuzzy based ASIC chip is enlightened with literature support.
Keywords
SRM; Error analysis; Estimation; Torque control; Fuzzy logic; Fuzzy systems modeling; Nonlinear estimation; Switched reluctance motor drives;
Citations & Related Records

Times Cited By SCOPUS : 1
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1 V. Rajarathnam, B. Fahimi and M. Ehsani, "Neural Network Based Self Tuning Control of a Switched Reluctance Motor Drive to Maximize Torque per Ampere," IAS Conference Record, 1997.
2 Shen Li, "Fuzzy logic control ASIC chip," Journal of Computer Science and Technology, Published by Springer Boston, Vol. 12, No. 3, May 1997.
3 H. Watanabe, W. D. Dettloff and K. E. Yount, "A VLSI fuzzy logic controller with reconfigurable, cascadable architecture," IEEE J. on Solid-State Circuits, Vol. 25, No. 2, pp. 376-382, 1992.
4 D. Falchieri, A. Gabrielli, E. Gandolfi, M. Masetti, "Design and realization of a two input fuzzy chip running at a rate of 80 ns," Proceedings of Annual Meeting of the North American Fuzzy Information Processing Society, pp. 329-334, 1997.
5 H. Watanabe, W. D. Dettloff and K. E. Yount, "A VLSI fuzzy logic controller with reconfigurable, cascadable architecture," IEEE Transactions on Solid-State Circuits, Vol. 25, No. 2,pp. 376-382, 1990.   DOI   ScienceOn
6 A. D. Cheok and N. Ertugrul, "Use of Fuzzy Logic For Modeling, Estimation, And Prediction In Switched Reluctance Motor Drives," IEEE Transactions on Industrial Electronics, Vol. 46, No.6, pp. 1207-1224, 1999.   DOI   ScienceOn
7 Nesimi Ertugrul and Adrian Cheok, "Indirect Angle Estimation in Switched Reluctance motor drives using Fuzzy Logic Based Predictor/Corrector," Proceedings of IEEE Power Electronics Specialists Conference, Vol. 1, pp. 845-851, 1998.
8 A. D. Cheok and N. Ertugrul, "Use of fuzzy logic for modeling, estimation, and prediction in switched reluctance motor drives," IEEE Transactions on Industrial Electronics, Vol. 46, No. 6, pp. 1207-1224.   DOI   ScienceOn
9 D. A. Torrey and J.H. Lang, "Modeling a Non-linear Variable Reluctance Motor Drive," IEEE Proceedings, Vol. 137, pt. B, No. 5, pp. 314-326, Sept. 1990.
10 T. J. E. Miller, Switched Reluctance Motors and Their Control, Hillsboro, OH, Magna Physics/Oxford Univ. Press, pp. 1-23, 1993.
11 T. J. E. Miller, J.M. Stephenson, S.R.Macminn and J.R, Hendershot Jr., "Switched Reluctance Drives," IEEE Industry Applications Society, Tutorial Course, 1990.
12 Jae-Hak Choi, Joonseon S. Ahn and Ju Lee, "The Characteristic Analysis of Switched Reluctance Motor Considering DC-Link Voltage Ripple on Hard and Soft Chopping Modes," IEEE transactions on magnetics, Vol. 41, No.10, pp. 4096-4098, Oct. 2005.   DOI   ScienceOn
13 V. Rajarathnam, B. Fahimi and M. Ehsani, "Neural Network Based Self Tuning Control of a Switched Reluctance Motor Drive to Maximize Torque per Ampere," IAS Conference Record, 1997.
14 T. J. E. Miller, Electronic Control of Switched Reluctance Machines, pp. 35-97, 2001.
15 X. M. Zhu, S. K. Panda, P. K. Dash and S. H. Tan, "Experimental investigation of variable structural PID control forswitched reluctance motor drives," Proceedings of International Conference on Power Electronics and Drive Systems, Vol. 1, pp. 205-210, 1997.   DOI
16 A. V. Rajarathnam, K. M. Rahman and M. Ehsani, "Improvement of hysteresis control in switched reluctance motor drives," International Conference on Electric Machines and Drives, pp. 537-539, 1999.
17 A. Cheok and N. A Ertugrul, "Model Free Fuzzy Logic Based Rotor Position Sensorless Switched Reluctance Motor Drives," IEEE Industry Applications Conference, Vol. 1, pp. 76-83, 1996.
18 Zhongfang Wang, A. D. Cheok and Lim Khiang Wee, "Sensorless Rotor Position Estimation Algorithm for Switched Reluctance Motors Using Fuzzy Logic," IEEE Specialists Conference on Power Electronics, Vol. 3, pp. 1701-1706, 2001.
19 B. Singh, V. K. Sharma and S. S. Murthy, "Performance Analysis of Adaptive Fuzzy Logic Controller for Switched Reluctance Motor Drive System," IEEE Industry Applications Conference, Vol. 1, pp. 571-579, 1998.
20 N. A. Azli and W.S. Ning, "Application of fuzzy logic in an optimal PWM based control scheme for a multilevel inverter," International Conference on Power Electronics and Drive Systems, Vol. 2, pp. 1280-1285, 2003.
21 M. Rodrigues, P. J. Costa Branco and W. Suemitsu, "Fuzzy Logic Torque Ripple Reduction by Turn-Off Angle Compensation for Switched Reluctance Motors," IEEE Transactions on Industrial Electronics, Vol. 48, No. 3, June 2001.   DOI   ScienceOn
22 Michael James Turner and Charles Richard Elliott, "Current chopping in switched reluctance drive systems," US Patent No. 6639378.
23 N Ertugrul and A. D. Cheok, "Indirect Angle Estimation In Switched Reluctance Motor Drive Using Fuzzy Logic Based Motor Model," IEEE Transactions on Power Electronics, Vol. 15, No. 6, pp. 1029-1044, 2000.   DOI   ScienceOn
24 M. Costa Branco, P. J. Suemitsu and W. Rodrigues, "Fuzzy Logic Torque Ripple Reduction by Turn-Off Angle Compensation for Switched Reluctance Motors," IEEE Transactions on Industrial Electronics, Vol. 48, No. 3, pp. 711-715, 2001.   DOI   ScienceOn
25 A. D. Cheok, and N. Ertugrul, "High Robustness and Reliability of Fuzzy Logic Based Position Estimation for Sensorless Switched Reluctance Motor Drives," IEEE Transactions on Power Electronics,, Vol. 15, No. 2, pp. 319-334, March 2000.   DOI   ScienceOn
26 Hao Chen, Jianguo Jiang and Chao Zhang, "Simulation of braking control for switched reluctance motor drive," Proceedings of International Conference of Power system Technology, Vol. 1, pp. 201-204, 2000.
27 H. Chen, X. Wang, X. Zan and X. Meng, "Variable angle control for switched reluctance motor drive based on fuzzy logic," International Conference on Power Electronics and Drive Systems, Vol. 2, No. 17-20, pp. 964-968, Nov. 2003.
28 S. Mir, M. S. Islam, T Sebastian and I. Husain, "Fault-Tolerant Switched Reluctance Motor Drive Using Adaptive Fuzzy Logic Controller," IEEE Transactions on Power Electronics, Vol. 19, No. 2, pp. 289-295, March 2004.   DOI   ScienceOn
29 Hao Chen, Dong Zhang, ZiYue Cong and ZhiFeng Zhang, "Fuzzy logic control for switched reluctance motor drive," Proceedings of International Conference on Machine Learning and Cybernetics, Vol. 1, pp. 145-149, 2002.
30 A. D. Cheok and N. Ertugrul, "Use of Fuzzy Logic For Modeling, Estimation, And Prediction In Switched Reluctance Motor Drives," IEEE transactions on Industrial Electronics, Vol. 46, No. 6, pp. 1207-1224, Dec. 1999.   DOI   ScienceOn
31 A. Derdiyok, N. Inanc, V. Ozbulur, H. Pastaci and M. O. Bilgic, "Fuzzy Logic Based Control of Switched Reluctance Motor To Reduce Torque Ripple," Proceedings of IEEE International Electric Machines And Drives Conference, 18-21 pp. 9.1-9.3, May 1997.   DOI
32 A. Cheok and N. A. Ertugrul, "Model Free Fuzzy Logic Based Rotor Position Sensorless Switched Reluctance Motor Drives," Proceedings of 31st IEEE Industry Applications Conference, Vol. 1, pp. 76-83, 1996.
33 S. Bolognani and M. Zigliotto, "Fuzzy logic control of a switched reluctance motor drive," IEEE Transactions on Industry Applications, Vol. 32, No. 5, pp. 1063-1068, Sept.-Oct. 1996.   DOI   ScienceOn
34 Guiying Song, Hexu Sun, Lei Huang and Jiandong Chu, "Microstep position control of switched reluctance motors," International Conference on Power Electronics and Drive Systems, Vol. 2, No. 17-20, pp. 944-947, Nov. 2003.
35 K. M. Rahman, B. Fahimi, G. Suresh, A. V.. Rajarathnam and M.. Ehsani, "Advantages of Switched Reluctance Motor Applications to EV and HEV: Design and Control Issues," Proceedings of IEEE Industry Applications Society Annual Meeting, Vol. 1, pp. 327-334, 1998.