A holistic approach for the optimization of offshore wind farm layouts considering cable layouts

A wind farm, mainly, is composed of a set of turbines, one or more transmitters and a set of electrical cable connections between turbines and transmitters. Determination of turbine locations within the farm to maximize total power generation is called turbine location (TL) problem. Relative turbine...

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Main Authors: Ulku Ilayda, Alabas-Uslu Cigdem
Format: Article
Language:English
Published: EDP Sciences 2019-01-01
Series:E3S Web of Conferences
Online Access:https://www.e3s-conferences.org/articles/e3sconf/pdf/2019/48/e3sconf_reee2019_04005.pdf
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spelling doaj-7e639bc40e844d3193ce5e8787d2c7f92021-02-02T06:18:48ZengEDP SciencesE3S Web of Conferences2267-12422019-01-011220400510.1051/e3sconf/201912204005e3sconf_reee2019_04005A holistic approach for the optimization of offshore wind farm layouts considering cable layoutsUlku IlaydaAlabas-Uslu CigdemA wind farm, mainly, is composed of a set of turbines, one or more transmitters and a set of electrical cable connections between turbines and transmitters. Determination of turbine locations within the farm to maximize total power generation is called turbine location (TL) problem. Relative turbine positions affect the amount of overall energy because of wake effects. Determination of cable connections among turbines and transmitters to collect produced energy by turbines at transmitters is called cable layout (CL) problem. While TL problem is directly effective on the total energy production in the farm, CL problem indirectly affects the total energy due to the power losses. In the literature, TL and CL problems are solved sequentially where the layout found by solving of TL is used as an input of CL problem. To minimize wake effects in TL problem, distances between turbine pairs should be increased, however, as the distances are increased the cable cost increases in CL problem. A new mathematical model is developed to deal with simultaneously solving of TL and CL problems. A set of test instances are used to show the performance of the proposed model. The experiments show the practical use of the proposed holistic model.https://www.e3s-conferences.org/articles/e3sconf/pdf/2019/48/e3sconf_reee2019_04005.pdf
collection DOAJ
language English
format Article
sources DOAJ
author Ulku Ilayda
Alabas-Uslu Cigdem
spellingShingle Ulku Ilayda
Alabas-Uslu Cigdem
A holistic approach for the optimization of offshore wind farm layouts considering cable layouts
E3S Web of Conferences
author_facet Ulku Ilayda
Alabas-Uslu Cigdem
author_sort Ulku Ilayda
title A holistic approach for the optimization of offshore wind farm layouts considering cable layouts
title_short A holistic approach for the optimization of offshore wind farm layouts considering cable layouts
title_full A holistic approach for the optimization of offshore wind farm layouts considering cable layouts
title_fullStr A holistic approach for the optimization of offshore wind farm layouts considering cable layouts
title_full_unstemmed A holistic approach for the optimization of offshore wind farm layouts considering cable layouts
title_sort holistic approach for the optimization of offshore wind farm layouts considering cable layouts
publisher EDP Sciences
series E3S Web of Conferences
issn 2267-1242
publishDate 2019-01-01
description A wind farm, mainly, is composed of a set of turbines, one or more transmitters and a set of electrical cable connections between turbines and transmitters. Determination of turbine locations within the farm to maximize total power generation is called turbine location (TL) problem. Relative turbine positions affect the amount of overall energy because of wake effects. Determination of cable connections among turbines and transmitters to collect produced energy by turbines at transmitters is called cable layout (CL) problem. While TL problem is directly effective on the total energy production in the farm, CL problem indirectly affects the total energy due to the power losses. In the literature, TL and CL problems are solved sequentially where the layout found by solving of TL is used as an input of CL problem. To minimize wake effects in TL problem, distances between turbine pairs should be increased, however, as the distances are increased the cable cost increases in CL problem. A new mathematical model is developed to deal with simultaneously solving of TL and CL problems. A set of test instances are used to show the performance of the proposed model. The experiments show the practical use of the proposed holistic model.
url https://www.e3s-conferences.org/articles/e3sconf/pdf/2019/48/e3sconf_reee2019_04005.pdf
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