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Optimized design of collector topology for offshore wind farm based on ant colony optimization with multiple travelling salesman problem

机译:基于蚁群优化与多次旅行推销员问题的离岸风电场收集器拓扑优化设计

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A layout of the offshore wind farm (OSWF) plays a vital role in its capital cost of installation. One of the major contributions in the installation cost is electrical collector system (ECS). ECS includes: submarine cables, number of wind turbines (WTs), offshore platforms etc. By considering the above mentioned problem having an optimized design of OSWF provides the better feasibility in terms of economic considerations. This paper explains the methodology for optimized designing of ECS. The proposed methodology is based on combined elitist ant colony optimization and multiple travelling salesman problem. The objective is to minimize the length of submarine cable connected between WTs and to minimize the wake loss in the wind farm in order to reduce the cost of cable and cable power loss. The methodology is applied on North Hoyle and Horns Rev OSWFs connected with 30 and 80 WTs respectively and the results are presented.
机译:海上风电场(OSWF)的布局在其资本安装成本中起着至关重要的作用。安装成本中的主要贡献之一是电集电极系统(ECS)。 ECS包括:潜艇电缆,风力涡轮机(WTS),海上平台等的数量通过考虑上述问题具有俄罗斯省OSWF的优化设计,提供了在经济考虑方面更好的可行性。本文介绍了ECS优化设计的方法论。所提出的方法基于组合的Elitist蚁群优化和多次旅行推销员问题。目的是最小化WTS之间连接的潜艇电缆的长度,并最大限度地减少风电场的唤醒损失,以降低电缆和电缆功率损耗的成本。该方法应用于北霍健,分别与30和80 WTS连接的霍尔斯Rev OSWF,并提出了结果。

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