Maximum Power Prediction for PV System based on P&O Algorithm
This research presents a maximum power point tracking (MPPT) controller for PV systems is proposed. The developing of the proposed controller is based on conventional P&O algorithm and an Artificial Neural Network. The voltage of the optimum PV system is predicted by using ANN as a controller in...
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| Format: | Article |
| Language: | English |
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Academic Research Online Publisher
2015
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/10161/ http://umpir.ump.edu.my/id/eprint/10161/1/Maximum%20Power%20Prediction%20for%20PV%20System%20based%20on%20P%26O%20Algorithm.pdf |
| _version_ | 1848818677351186432 |
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| author | Mushtaq, Al-Duliamy Hojabri, Mojgan Hamdan, Daniyal Ali Mahmood, Humada |
| author_facet | Mushtaq, Al-Duliamy Hojabri, Mojgan Hamdan, Daniyal Ali Mahmood, Humada |
| author_sort | Mushtaq, Al-Duliamy |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | This research presents a maximum power point tracking (MPPT) controller for PV systems is proposed. The developing of the proposed controller is based on conventional P&O algorithm and an Artificial Neural Network. The voltage of the optimum PV system is predicted by using ANN as a controller in order to get the maximum point of power (MPP). The three inputs for the modelled ANN are temperature coefficients, ambient temperature, and solar radiation. While, the output voltage represents the ANN output node. The simulation result shows that ANN much faster than P&Q algorithm in which the output voltage prediction is take 4.91 second as compared to conventional P&O algorithm which is 9.69 second. |
| first_indexed | 2025-11-15T01:41:28Z |
| format | Article |
| id | ump-10161 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T01:41:28Z |
| publishDate | 2015 |
| publisher | Academic Research Online Publisher |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-101612018-01-09T06:39:45Z http://umpir.ump.edu.my/id/eprint/10161/ Maximum Power Prediction for PV System based on P&O Algorithm Mushtaq, Al-Duliamy Hojabri, Mojgan Hamdan, Daniyal Ali Mahmood, Humada TK Electrical engineering. Electronics Nuclear engineering This research presents a maximum power point tracking (MPPT) controller for PV systems is proposed. The developing of the proposed controller is based on conventional P&O algorithm and an Artificial Neural Network. The voltage of the optimum PV system is predicted by using ANN as a controller in order to get the maximum point of power (MPP). The three inputs for the modelled ANN are temperature coefficients, ambient temperature, and solar radiation. While, the output voltage represents the ANN output node. The simulation result shows that ANN much faster than P&Q algorithm in which the output voltage prediction is take 4.91 second as compared to conventional P&O algorithm which is 9.69 second. Academic Research Online Publisher 2015 Article PeerReviewed application/pdf en cc_by http://umpir.ump.edu.my/id/eprint/10161/1/Maximum%20Power%20Prediction%20for%20PV%20System%20based%20on%20P%26O%20Algorithm.pdf Mushtaq, Al-Duliamy and Hojabri, Mojgan and Hamdan, Daniyal and Ali Mahmood, Humada (2015) Maximum Power Prediction for PV System based on P&O Algorithm. Journal of Advanced & Applied Sciences (JAAS), 3 (4). pp. 113-118. ISSN 2289-6260. (Published) http://www.aropub.org/wp-content/uploads/2015/08/Electronic-NCON-PGR-E02-030.pdf |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Mushtaq, Al-Duliamy Hojabri, Mojgan Hamdan, Daniyal Ali Mahmood, Humada Maximum Power Prediction for PV System based on P&O Algorithm |
| title | Maximum Power Prediction for PV System based on P&O Algorithm |
| title_full | Maximum Power Prediction for PV System based on P&O Algorithm |
| title_fullStr | Maximum Power Prediction for PV System based on P&O Algorithm |
| title_full_unstemmed | Maximum Power Prediction for PV System based on P&O Algorithm |
| title_short | Maximum Power Prediction for PV System based on P&O Algorithm |
| title_sort | maximum power prediction for pv system based on p&o algorithm |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/10161/ http://umpir.ump.edu.my/id/eprint/10161/ http://umpir.ump.edu.my/id/eprint/10161/1/Maximum%20Power%20Prediction%20for%20PV%20System%20based%20on%20P%26O%20Algorithm.pdf |