Performance Improvement in Vector Control of Induction Motor Drive Using Fuzzy Logic Controller

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.

[1]  Chuen-Chien Lee FUZZY LOGIC CONTROL SYSTEMS: FUZZY LOGIC CONTROLLER - PART I , 1990 .

[2]  Hoang Le-Huy,et al.  Fuzzy logic based controller for induction motor drives , 1996, Proceedings of 1996 Canadian Conference on Electrical and Computer Engineering.

[3]  T. Chern,et al.  Design of integral variable structure controller and application to electrohydraulic velocity servosystems , 1991 .

[4]  T. S. Radwan,et al.  Performances of novel fuzzy logic based indirect vector control for induction motor drive , 2000, Conference Record of the 2000 IEEE Industry Applications Conference. Thirty-Fifth IAS Annual Meeting and World Conference on Industrial Applications of Electrical Energy (Cat. No.00CH37129).

[5]  Vinod Kumar Hybrid Controller based Intelligent Speed Control of Induction Motor , 2007 .

[6]  Longya Xu,et al.  Fuzzy logic enhanced speed control of an indirect field oriented induction machine drive , 1995 .

[7]  S.B.M. Noor,et al.  A fuzzy logic based controller for an indirect vector controlled three-phase induction motor , 2004, 2004 IEEE Region 10 Conference TENCON 2004..

[8]  Angelo Raciti,et al.  Fuzzy adaptive vector control of induction motor drives , 1997 .

[9]  I. Miki,et al.  Vector control of induction motor with fuzzy PI controller , 1991, Conference Record of the 1991 IEEE Industry Applications Society Annual Meeting.

[10]  Bimal K. Bose,et al.  Fuzzy logic based on-line efficiency optimization control of an indirect vector-controlled induction motor drive , 1995, IEEE Trans. Ind. Electron..

[11]  Hidehiko Sugimoto,et al.  Secondary Resistance Identification of an Induction-Motor Applied Model Reference Adaptive System and Its Characteristics , 1987 .

[12]  Jui-Chung Hung Practical industrial control techniques , 1994, Proceedings of IECON'94 - 20th Annual Conference of IEEE Industrial Electronics.