Fuzzy logic controller performance in vector control of induction machine

Fuzzy logic based controllers for various applications have been largely acknowledged due to their robust performance and model-free characteristics. Popularity of induction motors in major industrial applications has inspired the application of Fuzzy logic based controllers in control industrial drives. This paper presents the study of different topologies of Fuzzy logic based controller for the speed control of induction motors. The analysis is being done in MATLAB/SIMULINK environment. The performance of the controllers has been compared with conventional PI controller for different operating conditions and results has been presented.

[1]  Bimal K. Bose,et al.  Modern Power Electronics and AC Drives , 2001 .

[2]  Mohammad Abid Bazaz,et al.  Review of vector control strategies for three phase induction motor drive , 2015, 2015 International Conference on Recent Developments in Control, Automation and Power Engineering (RDCAPE).

[3]  F. F. Cheng,et al.  Application of fuzzy logic in the speed control of AC servo system and an intelligent inverter , 1993 .

[4]  Li Zheri Fuzzy Learning Enhanced Speed Control of an Indirect Field Oriented Induction Machine Drive , 1996 .

[5]  Rajesh Kumar,et al.  Indirect vector controlled induction motor drive with fuzzy logic based intelligent controller , 2007 .

[6]  Leopoldo García Franquelo,et al.  Speed control of induction motors using a novel fuzzy sliding-mode structure , 2002, IEEE Trans. Fuzzy Syst..

[7]  A. Sudhakar,et al.  A Comparative Analysis Of PI And Neuro Fuzzy Controllers In Direct Torque Control Of Induction Motor Drives , 2012 .

[8]  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).

[9]  Shady Gadoue,et al.  Artificial intelligence-based speed control of DTC induction motor drives—A comparative study , 2009 .

[10]  A. I. Alolah,et al.  Fuzzy controller for three phases induction motor drives , 2010, 2010 IEEE Vehicle Power and Propulsion Conference.