Optimizing the layout of wind turbines by upgrading a wind farm
The optimization of the size of wind farms is little studied in the literature. The objective of this study is to renew the existing wind farms by inserting new wind turbines with different characteristics. To evaluate our approach, a genetic algorithm was chosen to optimize our objective function,...
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2021-01-01
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doaj-67bf2713d2dc4e73b5c9f9be5d3a22c12021-09-23T11:41:28ZengEDP SciencesE3S Web of Conferences2267-12422021-01-012970103810.1051/e3sconf/202129701038e3sconf_iccsre21_01038Optimizing the layout of wind turbines by upgrading a wind farmBellat Abdelouahad0Mansouri Khalifa1Raihani Abdelhadi2SSDIA Laboratory, Hassan II University of Casablanca, ENSET of MohammediaSSDIA Laboratory, Hassan II University of Casablanca, ENSET of MohammediaSSDIA Laboratory, Hassan II University of Casablanca, ENSET of MohammediaThe optimization of the size of wind farms is little studied in the literature. The objective of this study is to renew the existing wind farms by inserting new wind turbines with different characteristics. To evaluate our approach, a genetic algorithm was chosen to optimize our objective function, which aims to maximize the power of the wind farm studied at a reasonable cost, the Jensen wake model was chosen for the power calculation of the park. The results obtained from the simulation on the Horns-rev wind farm showed a significant increase in energy and a relatively reasonable cost of energy.https://www.e3s-conferences.org/articles/e3sconf/pdf/2021/73/e3sconf_iccsre21_01038.pdf |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Bellat Abdelouahad Mansouri Khalifa Raihani Abdelhadi |
spellingShingle |
Bellat Abdelouahad Mansouri Khalifa Raihani Abdelhadi Optimizing the layout of wind turbines by upgrading a wind farm E3S Web of Conferences |
author_facet |
Bellat Abdelouahad Mansouri Khalifa Raihani Abdelhadi |
author_sort |
Bellat Abdelouahad |
title |
Optimizing the layout of wind turbines by upgrading a wind farm |
title_short |
Optimizing the layout of wind turbines by upgrading a wind farm |
title_full |
Optimizing the layout of wind turbines by upgrading a wind farm |
title_fullStr |
Optimizing the layout of wind turbines by upgrading a wind farm |
title_full_unstemmed |
Optimizing the layout of wind turbines by upgrading a wind farm |
title_sort |
optimizing the layout of wind turbines by upgrading a wind farm |
publisher |
EDP Sciences |
series |
E3S Web of Conferences |
issn |
2267-1242 |
publishDate |
2021-01-01 |
description |
The optimization of the size of wind farms is little studied in the literature. The objective of this study is to renew the existing wind farms by inserting new wind turbines with different characteristics. To evaluate our approach, a genetic algorithm was chosen to optimize our objective function, which aims to maximize the power of the wind farm studied at a reasonable cost, the Jensen wake model was chosen for the power calculation of the park. The results obtained from the simulation on the Horns-rev wind farm showed a significant increase in energy and a relatively reasonable cost of energy. |
url |
https://www.e3s-conferences.org/articles/e3sconf/pdf/2021/73/e3sconf_iccsre21_01038.pdf |
work_keys_str_mv |
AT bellatabdelouahad optimizingthelayoutofwindturbinesbyupgradingawindfarm AT mansourikhalifa optimizingthelayoutofwindturbinesbyupgradingawindfarm AT raihaniabdelhadi optimizingthelayoutofwindturbinesbyupgradingawindfarm |
_version_ |
1717370449016389632 |