An Improved Technique Based on Firefly Algorithm to Estimate the Parameters of the Photovoltaic Model
This paper present a method to enhance the firefly algorithm by coupling with a local search. The constructed technique is applied to identify the solar parameters model where the method has been proved its ability to obtain the photovoltaic parameters model. Standard firefly algorithm (FA), electro...
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| Format: | Article |
| Language: | English |
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College of Engineering, University of Basrah
2016-12-01
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| Series: | Iraqi Journal for Electrical and Electronic Engineering |
| Subjects: | |
| Online Access: | http://ijeee.org/volums/volume12/IJEEE12PDF/paper1214.pdf |
| _version_ | 1811256380375433216 |
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| author | Issa Ahmed Abed |
| author_facet | Issa Ahmed Abed |
| author_sort | Issa Ahmed Abed |
| collection | DOAJ |
| description | This paper present a method to enhance the firefly algorithm by coupling with a local search. The constructed technique is applied to identify the solar parameters model where the method has been proved its ability to obtain the photovoltaic parameters model. Standard firefly algorithm (FA), electromagnetism-like (EM) algorithm, and electromagnetism-like without local (EMW) search algorithm all are compared with the suggested method to test its capability to solve this model. |
| first_indexed | 2024-04-12T17:39:19Z |
| format | Article |
| id | doaj.art-1db0b6a422d640f18e5c31f5046291ad |
| institution | Directory Open Access Journal |
| issn | 1814-5892 2078-6069 |
| language | English |
| last_indexed | 2024-04-12T17:39:19Z |
| publishDate | 2016-12-01 |
| publisher | College of Engineering, University of Basrah |
| record_format | Article |
| series | Iraqi Journal for Electrical and Electronic Engineering |
| spelling | doaj.art-1db0b6a422d640f18e5c31f5046291ad2022-12-22T03:22:50ZengCollege of Engineering, University of BasrahIraqi Journal for Electrical and Electronic Engineering1814-58922078-60692016-12-01122137145An Improved Technique Based on Firefly Algorithm to Estimate the Parameters of the Photovoltaic ModelIssa Ahmed Abed0Engineering Technical College Southern Technical University Basrah ,IraqThis paper present a method to enhance the firefly algorithm by coupling with a local search. The constructed technique is applied to identify the solar parameters model where the method has been proved its ability to obtain the photovoltaic parameters model. Standard firefly algorithm (FA), electromagnetism-like (EM) algorithm, and electromagnetism-like without local (EMW) search algorithm all are compared with the suggested method to test its capability to solve this model.http://ijeee.org/volums/volume12/IJEEE12PDF/paper1214.pdfFirefly algorithmphotovoltaicflashing lightbioluminescenceattractivenesslocal search |
| spellingShingle | Issa Ahmed Abed An Improved Technique Based on Firefly Algorithm to Estimate the Parameters of the Photovoltaic Model Iraqi Journal for Electrical and Electronic Engineering Firefly algorithm photovoltaic flashing light bioluminescence attractiveness local search |
| title | An Improved Technique Based on Firefly Algorithm to Estimate the Parameters of the Photovoltaic Model |
| title_full | An Improved Technique Based on Firefly Algorithm to Estimate the Parameters of the Photovoltaic Model |
| title_fullStr | An Improved Technique Based on Firefly Algorithm to Estimate the Parameters of the Photovoltaic Model |
| title_full_unstemmed | An Improved Technique Based on Firefly Algorithm to Estimate the Parameters of the Photovoltaic Model |
| title_short | An Improved Technique Based on Firefly Algorithm to Estimate the Parameters of the Photovoltaic Model |
| title_sort | improved technique based on firefly algorithm to estimate the parameters of the photovoltaic model |
| topic | Firefly algorithm photovoltaic flashing light bioluminescence attractiveness local search |
| url | http://ijeee.org/volums/volume12/IJEEE12PDF/paper1214.pdf |
| work_keys_str_mv | AT issaahmedabed animprovedtechniquebasedonfireflyalgorithmtoestimatetheparametersofthephotovoltaicmodel AT issaahmedabed improvedtechniquebasedonfireflyalgorithmtoestimatetheparametersofthephotovoltaicmodel |