Hardware Implementation of Induction Motor using ANN Controller under Low Speed Operation

Saranya R, Thangavel S

Abstract


For the high performance drives the artificial neural network based Induction motor is proposed. During the load variation, the performance of the Induction motor proves to be low. Intelligent controller provided for controlling the speed of induction motor especially with high dynamic disturbances. An effective sensorless strategy based on artificial neural network controller is developed to estimate rotor’s position and to regulate the stator flux under low speed, helps to track the motor speed accurately during the whole operating region. The overall combination of this setup is simulated in the MATLAB/SIMULINK platform. Finally an experimental prototype of the proposed drive has been developed to validate the performance of Induction Motor and the dynamic speed response of Induction motor with proposed controller was estimated for various speed and found that the speed can be controlled effectively.


Keywords


Induction motor, artificial neural network, Sensorless Speed Control

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DOI: http://doi.org/10.11591/ijeecs.v2.i3.pp522-529

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