Commenced in January 2007
Paper Count: 30576
Fuzzy Logic Speed Control of Three Phase Induction Motor Drive
Abstract:This paper presents an intelligent speed control system based on fuzzy logic for a voltage source PWM inverter-fed indirect vector controlled induction motor drive. Traditional indirect vector control system of induction motor introduces conventional PI regulator in outer speed loop; it is proved that the low precision of the speed regulator debases the performance of the whole system. To overcome this problem, replacement of PI controller by an intelligent controller based on fuzzy set theory is proposed. The performance of the intelligent controller has been investigated through digital simulation using MATLAB-SIMULINK package for different operating conditions such as sudden change in reference speed and load torque. The simulation results demonstrate that the performance of the proposed controller is better than that of the conventional PI controller.
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1075330Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 5895
References:1] Bimal K. Bose, Modern Power Electronics and AC Drives, Third impression, INDIA: Pearson Education, Inc., 2007.
 Blaschke F, "The Principle of Field-Orientation as applied to the New Transvector Closed-Loop Control System for Rotating-Field Machines," Siemens Review, Vol. 34, pp. 217-220, May 1972.
 C. C. Lee, "Fuzzy Logic in Control Systems: Fuzzy Logic Control - Part 1," IEEE Transactions on Systems, Man and Cybernetics, Vol. 20, No. 2, pp. 404-418, March/April, 1990.
 M. N. Uddin, T. S. Radwan and M. A. Rahman "Performances of Fuzzy-Logic-Based Indirect Vector Control for Induction Motor Drive," IEEE Transactions on Industry Applications, Vol. 38, No. 5, pp. 1219- 1225, September/October, 2002.
 http://www.mathworks.com/ (The official site for MATLAB&SIMULINK as well as Fuzzy Logic Toolbox).
 H. Sugimoto and S. Tamai, "Secondary resistance identification of an Induction Motor Applied Model reference Adaptive Systems and its Characteristics", IEEE Trans. on Ind. Appl., Vol IA-23, No.1, pp.296- 303, Mar/Apr, 1987.
 C. Y. Won and B. K. Bose, "An induction Motor servo Systems with Improved Sliding Mode Control", in Proc. IEEE IECON-92, pp. 60-66.
 T. L Chern and Y. C. Wu, "Design of Integral Variable Structure Controller and Applications to Electro Hydraulic Velocity Servo Systems", Proc. In Elec. Eng., Vol. 138, no. 5, pp. 439-444, Sept. 1991.
 J. C. Hung, "Practical Industrial Control techniques", in Proc. IEEE IECON-94, pp. 7-14.
 Miki, N. Nagai, S. Nishigama, and T. Yamada, "Vector control of induction motor with fuzzy PI controller", IEEE IAS Annu. Meet. Conf. Rec., pp. 342-346, 1991.
 W. P. Hew, M. R. Tamjis, and S. M. Saddique, "Application of Fuzzy Logic in Speed Control of Induction Motor Vector Control", Proc. Of the international conference on Robotics, vision and Parallel Processing for Industrial Automation, pp. 767-772, Ipoh, Malasiya, Nov. 28- 30,1996
 M. N. Uddin, T. S. Radwan and M. A. Rahman "Performances of Fuzzy- Logic-Based Indirect Vector Control for Induction Motor Drive," IEEE Transactions on Industry Applications, Vol. 38, No. 5, pp. 1219-1225, September/October, 2002.
 E. Cerruto, A. Consoli, A. Raciti and A. Testa, " Fuzzy Adaptive Vector Control of Induction Motor Drives", IEEE Trans, on Power Electronics, Vol.12, No. 6, pp. 1028-1039, Nov. 1997.
 B. Hebetler, L. Xu, and Y.Tang, "Fuzzy Logic Enhanced Speed Control of Indirect Field Oriented Induction Machine Drive", IEEE Trans. On Power Electronics, Vol.12, No.5. pp. 772-778, Sept.1997.
 G. C.D. Sousa, B.K. Bose and J.G. Cleland, "Fuzzy Logic based On- Line Efficiency Optimization Control of an Indirect Vector Controlled Induction Motor Drive" , IEEE Trans. On Industrial Electronics, Vol. 42, No. 2 , pp.192-198, April 1995.
 Minh Ta-Cao, J. L. Silva Neto and H. Le-Huy, "Fuzzy Logic based Controller for Induction Motor Drives", Canadian Conference on Electrical and Computer Engineering, Volume 2, Issue, 26-29 May 1996 Page(s):631 - 634 vol.2.
 Norman Mariun, Samsul bahari Mohd Noor, J. Jasni and O. S. Bennanes, "A Fuzzy Logic based Controller for an Indirect Vector Controlled Three-Phase Induction Motor", IEEE Region 10 Conference, TENCON 2004, Volume D, Issue. 21-24 Nov. 2004 Page(s): 1-4 Vol. 4
 Vinod Kumar, R. R. Joshi, "Hybrid Controller based Intelligent Speed Control of Induction Motor", Journal of Theoretical and Applied Information Technology, December 2006, Vol. 3 No. 1, pp. 71- 75.