A Fuzzy Logic Controller with Tuning Output Scaling Factor for Induction Motor Control Taking Core Loss into Account
Journal Title: International Journal of Intelligent Systems and Applications in Engineering - Year 2014, Vol 2, Issue 3
Abstract
This paper presents a design of a fuzzy logic controller (FLC) with tuning output scaling factor for speed control of indirect field oriented induction motor (IM) taking core loss into account. The variation of output scaling factor of FLC depends on the normalized output of FLC. Firstly the speed control of IM taking core loss into account is presented by using FLC with fixed scaling factors (FLC-FSF). Secondly the speed controller based on suggested FLC with tuning output scaling factor (FLC-TOSF) is proposed. The performance of the proposed FLC-TOSF for speed control of IM are investigated and compared to those obtained using FLC-SFS at different operating conditions and variation of parameters. A comparison of simulation results shows that the convergence of actual speed to reference speed is faster by using the proposed FLC-TOSF.
Authors and Affiliations
Mohammad Abdul Mannan*| Dept. of EEE, American International University – Bangladesh, 83/B Road 14 Kemal Ataturk Avenue, Banani, Dhaka, Toshiaki Murata| Dept. of EEE, Kitami Institute of Technology,165Koen-cho, Kitami, Hokkaido, 090-8507 Japan, Junji Tamura| Dept. of EEE, Kitami Institute of Technology,165Koen-cho, Kitami, Hokkaido, 090-8507 Japan
Keywords
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