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Performance improvement of induction motor drive using simplified FLC method

Talib, Md Hairul Nizam and Ibrahim, Zulkifilie and Abd Rahim, Nasrudin and Abu Hasim, Ahmad Shukri and Zainuddin, Hidayat (2014) Performance improvement of induction motor drive using simplified FLC method. In: 16th International Power Electronics and Motion Control Conference and Exposition, 21-24 Sept. 2014, Antalya Turkey.

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Abstract

This paper presents the improvement method for simplified Fuzzy Logic Controller (FLC) for Induction Motor Drive. This method is aimed to enhance performance for variable speed drive performance in a rated forward and reverse operation. The implementation of simplified rules based is able to reduce the computational burden and memory space limitation. However, the speed performance shows some degradation with regards to simplification process. Thus, the propose improvement method is made to increase the error gain parameter. The membership function (MF) domain for error is increased from nominal 1 to 2. It increases the torque current and improves the speed response. The speed control is applied to the indirect Field Oriented Control method fed with Space Vector Pulse Width Modulation (SVPWM). The real time implementation is done using dSPACE DS1103 controller. The performance results are compared between simplified rules method, simplified rules improvement method and Anti-Windup Proportional Controller (AWPI). The results show improvement in terms of rise time, overshoot and settling time compared to its counterparts.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: simplified rules, Fuzzy Logic Controller (FLC), induction motor drive, Space Vector Pulse Width Modulation (SVPWM)
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering
Divisions: Faculty of Electrical Engineering > Department of Power Electronics & Drives
Depositing User: MR Md Hairul Nizam Talib
Date Deposited: 06 Jul 2015 07:10
Last Modified: 06 Jul 2015 07:10
URI: http://eprints.utem.edu.my/id/eprint/14681

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