Performance of Three-Phase Induction Motor with Space Vector Pulse Width Modulation under Artificial Neural Network Control

Abstract

In this paper, the performance of a three-phase induction motor with space vector pulse width modulation (SVPWM) technique under artificial neural network (ANN) control is studied. The use of ANN control allows for improved performance of the induction motor, including enhanced speed control. The SVPWM technique is used to accurately control the voltage applied to the motor, resulting in improved performance of the induction motor. The operation of the induction motor is compared with proportional-integral (PI) controller. The results of the study show that the use of ANN control in conjunction with SVPWM leads to improved performance of the three-phase induction motor. The system's complete mathematical model is outlined and simulated using the MATLAB/Simulink platform.