Neural Predictive Control for a Three-Phase Power Converter SVPWMwith Current Regulator

H. Sutiksno, M. Ashari, and M.H. Purnomo (Indonesia)

Keywords

Predictive Control, Power Converter, Current Regulator, Neural Networks

Abstract

This paper presents the application of predictive control technique using artificial neural networks for a three phase power converter space vector PWM with current regulator. Predictive control is an algorithm to minimize the performance index of prediction model of the power converter to generate control action. The model of three phase power converter which is used to predict the future values, is based on artificial neural network. The simulation results of the proposed method are shown by using Matlab Simulink.

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