Copy For Citation
Kılıç E., Özçalık H. R., Yılmaz Ş., Şit S.
Optimization of Electrical Electronic Equipment. International Symposium on Advanced Electromechanical Motion Systems. Side, Turkey 2-4 September 2015., Antalya, Turkey, 2 - 04 September 2015, pp.102-106
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Publication Type:
Conference Paper / Full Text
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City:
Antalya
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Country:
Turkey
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Page Numbers:
pp.102-106
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Hakkari University Affiliated:
No
Abstract
Abstract:
This paper presents an adaptive neuro-fuzzy inference system (ANFIS) based speed control for indirect field oriented controlled induction motor drive. The obtaining of maximum torque and efficiency in the motor necessitates a successful nonlinear speed control method due to the non-linear structure of the system. In this work, a fuzzy logic controller (FLC) and ANFIS controller has been developed for speed control of induction motors. Parameters of ANFIS are tuned with on-line direct self-tuning method. The performance of proposed controllers has been examined in different working conditions. Simulation studies shows robustness and suitability of drive for high performance drive applications.