Voltage Tracking of a DC-DC Flyback Converter Using Neural Network Control
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. Furthermor...
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| Format: | Article |
| Language: | English |
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Institute of Advanced Engineering and Science (IAES)
2012
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| Online Access: | http://ir.unimas.my/id/eprint/19102/ http://ir.unimas.my/id/eprint/19102/7/Voltage%20Tracking%20of%20a%20DC-DC%20Flyback%20Converter%20%28abstract%29.pdf |
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| author | Buswig, Yonis.m.yonis Utomo, W.M Yi, S.S. Haron, Z.A. Bakar, A.A. Ahmad, M.Z |
| author_facet | Buswig, Yonis.m.yonis Utomo, W.M Yi, S.S. Haron, Z.A. Bakar, A.A. Ahmad, M.Z |
| author_sort | Buswig, Yonis.m.yonis |
| building | UNIMAS Institutional Repository |
| collection | Online Access |
| description | 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. |
| first_indexed | 2025-11-15T06:58:48Z |
| format | Article |
| id | unimas-19102 |
| institution | Universiti Malaysia Sarawak |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T06:58:48Z |
| publishDate | 2012 |
| publisher | Institute of Advanced Engineering and Science (IAES) |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | unimas-191022018-01-03T03:06:20Z http://ir.unimas.my/id/eprint/19102/ Voltage Tracking of a DC-DC Flyback Converter Using Neural Network Control Buswig, Yonis.m.yonis Utomo, W.M Yi, S.S. Haron, Z.A. Bakar, A.A. Ahmad, M.Z TK Electrical engineering. Electronics Nuclear engineering 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. Institute of Advanced Engineering and Science (IAES) 2012-03 Article PeerReviewed text en http://ir.unimas.my/id/eprint/19102/7/Voltage%20Tracking%20of%20a%20DC-DC%20Flyback%20Converter%20%28abstract%29.pdf 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 http://iaesjournal.com/online/index.php/IJPEDS/issue/view/17 |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Buswig, Yonis.m.yonis Utomo, W.M Yi, S.S. Haron, Z.A. Bakar, A.A. Ahmad, M.Z Voltage Tracking of a DC-DC Flyback Converter Using Neural Network Control |
| title | Voltage Tracking of a DC-DC Flyback Converter Using Neural
Network Control |
| title_full | Voltage Tracking of a DC-DC Flyback Converter Using Neural
Network Control |
| title_fullStr | Voltage Tracking of a DC-DC Flyback Converter Using Neural
Network Control |
| title_full_unstemmed | Voltage Tracking of a DC-DC Flyback Converter Using Neural
Network Control |
| title_short | Voltage Tracking of a DC-DC Flyback Converter Using Neural
Network Control |
| title_sort | voltage tracking of a dc-dc flyback converter using neural
network control |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://ir.unimas.my/id/eprint/19102/ http://ir.unimas.my/id/eprint/19102/ http://ir.unimas.my/id/eprint/19102/7/Voltage%20Tracking%20of%20a%20DC-DC%20Flyback%20Converter%20%28abstract%29.pdf |