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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Main Authors:	Bellat Abdelouahad, Mansouri Khalifa, Raihani Abdelhadi
Format:	Article
Language:	English
Published:	EDP Sciences 2021-01-01
Series:	E3S Web of Conferences
Online Access:	https://www.e3s-conferences.org/articles/e3sconf/pdf/2021/73/e3sconf_iccsre21_01038.pdf

id	doaj-67bf2713d2dc4e73b5c9f9be5d3a22c1
record_format	Article
spelling	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
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Optimizing the layout of wind turbines by upgrading a wind farm

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