International Journal of Power Electronics and Drive Systems (IJPEDS)
Vol 2, No 1: March 2012

Voltage Tracking of a DC-DC Flyback Converter Using Neural Network Control

Wahyu Mulyo Utomo (Department of Electrical Engineering, Faculty of Electrical and Electronic Engineering, Universiti Tun Hussein Onn Malaysia.)
Sim Sy Yi (Faculty of Electrical and Electronic Engineering Universiti Tun Hussein Onn Malays)
Yonis M.Y. Buswig (Faculty of Electrical and Electronic Engineering Universiti Tun Hussein Onn Malays)
Afarul Abu Bakar (Faculty of Electrical and Electronic Engineering Universiti Tun Hussein Onn Malays)
Md Zarafi Ahmad (Faculty of Electrical and Electronic Engineering Universiti Tun Hussein Onn Malays)

Article Info

Publish Date
08 Dec 2011

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

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Journal Info
International Journal of Power Electronics and Drive Systems (IJPEDS)
Website

Abbrev

IJPEDS

Publisher

Institute of Advanced Engineering and Science

Subject

Control & Systems Engineering Electrical & Electronics Engineering

Description

International Journal of Power Electronics and Drive Systems (IJPEDS, ISSN: 2088-8694, a SCOPUS indexed Journal) is the official publication of the Institute of Advanced Engineering and Science (IAES). The scope of the journal includes all issues in the field of Power Electronics and drive systems. ...