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

Buswig, Yonis.m.yonis and Utomo, W.M and Yi, S.S. and Haron, Z.A. and Bakar, A.A. and Ahmad, M.Z (2012) Voltage Tracking of a DC-DC Flyback Converter Using Neural Network Control. International Journal of Power Electronics and Drive System (IJPEDS), 2 (1). pp. 35-42. ISSN 2088-8694

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Abstract

This paper proposes a neural network control voltage tracking scheme of a DC-DC Flyback converter. In this technique, a back propagation learning algorithm is employed. The controller is designed to improve performance of the Flyback converter during transient and steady state 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.

Item Type: Article
Uncontrolled Keywords: Algorithm, Back propragation, Control, Flyback converter, Neural network, research, Universiti Malaysia Sarawak, unimas, university, universiti, Borneo, Malaysia, Sarawak, Kuching, Samarahan, ipta, education
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering
Divisions: Academic Faculties, Institutes and Centres > Faculty of Engineering
Depositing User: Yonis Buswig
Date Deposited: 03 Jan 2018 03:06
Last Modified: 03 Jan 2018 03:06
URI: http://ir.unimas.my/id/eprint/19102

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