Development of DC-DC converter for DC motor using neural network controller
A neural network of DC-DC converter is designed and presented in this project. In order to control the output speed of the DC-DC converter, the controller is designed to change the duty cycle of the converter. The mathematical model of DC-DC converter and neural network controller are derived...
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| Format: | Thesis |
| Language: | English English English |
| Published: |
2013
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| Online Access: | http://eprints.uthm.edu.my/2112/ http://eprints.uthm.edu.my/2112/1/24p%20RASYIDI%20ABDULLAH.pdf http://eprints.uthm.edu.my/2112/2/RASYIDI%20ABDULLAH%20COPYRIGHT%20DECLARATION.pdf http://eprints.uthm.edu.my/2112/3/RASYIDI%20ABDULLAH%20WATERMARK.pdf |
| _version_ | 1848887647243599872 |
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| author | Abdullah, Rasyidi |
| author_facet | Abdullah, Rasyidi |
| author_sort | Abdullah, Rasyidi |
| building | UTHM Institutional Repository |
| collection | Online Access |
| description | A neural network of DC-DC converter is designed and presented in this project. In
order to control the output speed of the DC-DC converter, the controller is designed
to change the duty cycle of the converter. The mathematical model of DC-DC
converter and neural network controller are derived to design simulation model. The
simulation is developed on Matlab simulation program. To verity the effectiveness of
the simulation model, an experimental set up is developed. The neural network
controller to generate duty cycle of PWM signal is programmed. The simulation and
experimental results will show output speed of the DC-DC converter can be
controlled according to the value of duty cycle. |
| first_indexed | 2025-11-15T19:57:43Z |
| format | Thesis |
| id | uthm-2112 |
| institution | Universiti Tun Hussein Onn Malaysia |
| institution_category | Local University |
| language | English English English |
| last_indexed | 2025-11-15T19:57:43Z |
| publishDate | 2013 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | uthm-21122021-10-31T01:46:47Z http://eprints.uthm.edu.my/2112/ Development of DC-DC converter for DC motor using neural network controller Abdullah, Rasyidi TK Electrical engineering. Electronics Nuclear engineering TK7800-8360 Electronics A neural network of DC-DC converter is designed and presented in this project. In order to control the output speed of the DC-DC converter, the controller is designed to change the duty cycle of the converter. The mathematical model of DC-DC converter and neural network controller are derived to design simulation model. The simulation is developed on Matlab simulation program. To verity the effectiveness of the simulation model, an experimental set up is developed. The neural network controller to generate duty cycle of PWM signal is programmed. The simulation and experimental results will show output speed of the DC-DC converter can be controlled according to the value of duty cycle. 2013-07 Thesis NonPeerReviewed text en http://eprints.uthm.edu.my/2112/1/24p%20RASYIDI%20ABDULLAH.pdf text en http://eprints.uthm.edu.my/2112/2/RASYIDI%20ABDULLAH%20COPYRIGHT%20DECLARATION.pdf text en http://eprints.uthm.edu.my/2112/3/RASYIDI%20ABDULLAH%20WATERMARK.pdf Abdullah, Rasyidi (2013) Development of DC-DC converter for DC motor using neural network controller. Masters thesis, Universiti Tun Hussein Onn Malaysia. |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering TK7800-8360 Electronics Abdullah, Rasyidi Development of DC-DC converter for DC motor using neural network controller |
| title | Development of DC-DC converter for DC motor using neural network controller |
| title_full | Development of DC-DC converter for DC motor using neural network controller |
| title_fullStr | Development of DC-DC converter for DC motor using neural network controller |
| title_full_unstemmed | Development of DC-DC converter for DC motor using neural network controller |
| title_short | Development of DC-DC converter for DC motor using neural network controller |
| title_sort | development of dc-dc converter for dc motor using neural network controller |
| topic | TK Electrical engineering. Electronics Nuclear engineering TK7800-8360 Electronics |
| url | http://eprints.uthm.edu.my/2112/ http://eprints.uthm.edu.my/2112/1/24p%20RASYIDI%20ABDULLAH.pdf http://eprints.uthm.edu.my/2112/2/RASYIDI%20ABDULLAH%20COPYRIGHT%20DECLARATION.pdf http://eprints.uthm.edu.my/2112/3/RASYIDI%20ABDULLAH%20WATERMARK.pdf |