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All Journal International Journal of Power Electronics and Drive Systems (IJPEDS)
Afarul Abu Bakar
Faculty of Electrical and Electronic Engineering Universiti Tun Hussein Onn Malays
Control & Systems Engineering Electrical & Electronics Engineering

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Voltage Tracking of a DC-DC Flyback Converter Using Neural Network Control Wahyu Mulyo Utomo; Sim Sy Yi; Yonis M.Y. Buswig; Afarul Abu Bakar; Md Zarafi Ahmad
International Journal of Power Electronics and Drive Systems (IJPEDS) Vol 2, No 1: March 2012
Publisher : Institute of Advanced Engineering and Science

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Abstract

This paper proposes a neural network control scheme of a DC-DC Flyback converter that will step up a 12V DC and applied it on brushless DC motor with 12 and 24V dc. In this technique, a back propagation learning algorithm is derived. The controller is designed to track the output voltage of the DC-DC converter and to improve performance of the Flyback converter during transient operations. Furthermore, to investigate the effectiveness of the proposed controller, some operations such as starting-up and reference voltage variations are verified. The numerical simulation results show that the proposed controller has a better performance compare to the conventional PI-Controller method.DOI: http://dx.doi.org/10.11591/ijpeds.v2i1.154
Co-Authors Md Zarafi Ahmad Sim Sy Yi Wahyu Mulyo Utomo Yonis M.Y. Buswig