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A direct torque control (DTC) method for six phase induction motors using ANFIS modified by PSO

عنوان مقاله: A direct torque control (DTC) method for six phase induction motors using ANFIS modified by PSO
شناسه ملی مقاله: ICCECSG01_042
منتشر شده در اولین کنفرانس الکترونیکی بین المللی کنترل،مدارهای الکتریکی،ارتباطات و شبکه های هوشمند در سال 1393
مشخصات نویسندگان مقاله:

Mahmood Moghadasian - Shohadaie Hovaizeh University of Technology Dashte-Azadegan, Iran
M. Davarifar - University of Picardie Jules Verne (UPJV), ۳۳, rue Saint Leu, ۸۰۰۳۹ Amiens, France
Z. Daneshifar - Iran Power Generation Transmission & Distribution Management Company (TVANIR), Tehran, Iran

خلاصه مقاله:
In this paper, a new method for the purpose of controlling a six-phase induction machine (SPIM) is presented. This method uses an adaptive neuro fuzzy interference system (ANFIS) based direct torque control (DTC) algorithm. The proposed control scheme uses the fuzzy inference system to modulate the phase of stator voltage vector applied to the SPIM. All training parameters of the ANFIS are tuned by particle swarm optimization (PSO) algorithm with some modifications. The entire proposed system is implemented in MATLAB/SIMULINK environment. Simulation results are presented to demonstrate the attractive performance of the proposed ANFIS based DTC speed control of the SPIM.

صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/342878/