Journal of Electrical Engineering : Volume 17 / 2017 - Edition : 2

ROTOR POSITION CONTROL OF BLDC MOTOR USING ANFIS CONTROLLER TRAINED BY PSO TECHNIQUE

Authors:
C.Navaneethakkannan
Dr.M.Sudha
Domain:
power electronics
Abstract:
This paper develops a methodology of Particle Swarm Optimization (PSO) based ANFIS controller for position control of a brushless DC motor. The PSO has been used for the selection of the training inputs of the ANFIS in order to minimize the training result error. In order to improve the system performance and large amount of uncertainties present in such systems, the PSO is used to regulate all the parameters of ANFIS controller. The rotor position control of BLDC motor is simulated using MATLAB/Simulink Toolbox. The proposed technique is more proficient in the part of improving the step response characteristics as well as it is reducing the steady-state error, settling time and maximum overshoot.
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