Design and Implementation of a Voltage Tracking with Artificial Neural Network Controller for a Double-input Buck-Boost Converter
This paper proposes an Artificial Neural Network (ANN) control voltage tracking scheme of a double-input buckboost DC-DC converter. In this topology, a back-propagation algorithm topology is implemented. The controller is developed to improve the performance of the double-input converter during tran...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
UTeM
2017
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| Subjects: | |
| Online Access: | http://ir.unimas.my/id/eprint/19095/ http://ir.unimas.my/id/eprint/19095/7/Design%20%26%20Implementation.pdf |
| _version_ | 1848838641635295232 |
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| author | Buswig, Yonis.m Al-Khalid, Hj Othman Norhuzaimin, Julai Sy Yi, Sim |
| author_facet | Buswig, Yonis.m Al-Khalid, Hj Othman Norhuzaimin, Julai Sy Yi, Sim |
| author_sort | Buswig, Yonis.m |
| building | UNIMAS Institutional Repository |
| collection | Online Access |
| description | This paper proposes an Artificial Neural Network (ANN) control voltage tracking scheme of a double-input buckboost DC-DC converter. In this topology, a back-propagation algorithm topology is implemented. The controller is developed to improve the performance of the double-input converter during transient and steady-state operations. The neural network controller design, which is developed against output voltage command tracking is proposed. The proposed concept has been investigated and validated experimentally on a laboratory prototype using DSP TMS320F28335real time digital controller to verify the dynamic response of the proposed controller. The experimental results confirm the validity of the proposed neural network control technique, which is a promising an efficient control topology that ensures doubleinput converter suitable for electric vehicle and renewable energy applications. |
| first_indexed | 2025-11-15T06:58:47Z |
| format | Article |
| id | unimas-19095 |
| institution | Universiti Malaysia Sarawak |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T06:58:47Z |
| publishDate | 2017 |
| publisher | UTeM |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | unimas-190952022-06-08T07:26:51Z http://ir.unimas.my/id/eprint/19095/ Design and Implementation of a Voltage Tracking with Artificial Neural Network Controller for a Double-input Buck-Boost Converter Buswig, Yonis.m Al-Khalid, Hj Othman Norhuzaimin, Julai Sy Yi, Sim TK Electrical engineering. Electronics Nuclear engineering This paper proposes an Artificial Neural Network (ANN) control voltage tracking scheme of a double-input buckboost DC-DC converter. In this topology, a back-propagation algorithm topology is implemented. The controller is developed to improve the performance of the double-input converter during transient and steady-state operations. The neural network controller design, which is developed against output voltage command tracking is proposed. The proposed concept has been investigated and validated experimentally on a laboratory prototype using DSP TMS320F28335real time digital controller to verify the dynamic response of the proposed controller. The experimental results confirm the validity of the proposed neural network control technique, which is a promising an efficient control topology that ensures doubleinput converter suitable for electric vehicle and renewable energy applications. UTeM 2017-12 Article PeerReviewed text en http://ir.unimas.my/id/eprint/19095/7/Design%20%26%20Implementation.pdf Buswig, Yonis.m and Al-Khalid, Hj Othman and Norhuzaimin, Julai and Sy Yi, Sim (2017) Design and Implementation of a Voltage Tracking with Artificial Neural Network Controller for a Double-input Buck-Boost Converter. Journal of Telecommunication, Electronic and Computer Engineering (JTEC), 9 (3-10). pp. 59-63. ISSN 2289-8131 http://journal.utem.edu.my/index.php/jtec/article/view/3155 |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Buswig, Yonis.m Al-Khalid, Hj Othman Norhuzaimin, Julai Sy Yi, Sim Design and Implementation of a Voltage Tracking with Artificial Neural Network Controller for a Double-input Buck-Boost Converter |
| title | Design and Implementation of a Voltage Tracking with Artificial Neural Network Controller for a Double-input Buck-Boost Converter |
| title_full | Design and Implementation of a Voltage Tracking with Artificial Neural Network Controller for a Double-input Buck-Boost Converter |
| title_fullStr | Design and Implementation of a Voltage Tracking with Artificial Neural Network Controller for a Double-input Buck-Boost Converter |
| title_full_unstemmed | Design and Implementation of a Voltage Tracking with Artificial Neural Network Controller for a Double-input Buck-Boost Converter |
| title_short | Design and Implementation of a Voltage Tracking with Artificial Neural Network Controller for a Double-input Buck-Boost Converter |
| title_sort | design and implementation of a voltage tracking with artificial neural network controller for a double-input buck-boost converter |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://ir.unimas.my/id/eprint/19095/ http://ir.unimas.my/id/eprint/19095/ http://ir.unimas.my/id/eprint/19095/7/Design%20%26%20Implementation.pdf |