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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EDP Sciences
2019-01-01
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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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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 |
work_keys_str_mv |
AT ulkuilayda aholisticapproachfortheoptimizationofoffshorewindfarmlayoutsconsideringcablelayouts AT alabasuslucigdem aholisticapproachfortheoptimizationofoffshorewindfarmlayoutsconsideringcablelayouts AT ulkuilayda holisticapproachfortheoptimizationofoffshorewindfarmlayoutsconsideringcablelayouts AT alabasuslucigdem holisticapproachfortheoptimizationofoffshorewindfarmlayoutsconsideringcablelayouts |
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