大型海上风电场双边环形集电系统优化方法

刘青; 毛世博; 马玉涛; 苗照晨; 李龙威

doi:10.19912/j.0254-0096.tynxb.2024-0698

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太阳能学报 ›› 2025, Vol. 46 ›› Issue (8) : 168-175. DOI: 10.19912/j.0254-0096.tynxb.2024-0698

大型海上风电场双边环形集电系统优化方法

刘青, 毛世博, 马玉涛, 苗照晨, 李龙威

作者信息 +

TOPOLOGY OPTIMIZATION METHOD OF BILATERAL RING COLLECTOR SYSTEM FOR LARGE-SCALE OFFSHORE WIND FARMS

Liu Qing, Mao Shibo, Ma Yutao, Miao Zhaochen, Li Longwei

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文章历史 +

摘要

为解决大型海上风电场集电系统规划过程中的可靠性与经济性平衡问题,提出针对双边环形集电系统优化方法,针对海上风电场集电系统不能交叉的问题,利用环形扫描法构造初始可行解,并设计检测交叉算法来规避电缆的交叉。在路径寻优时,为了更好地找到全局最优解,通过灰狼算法与遗传算法相结合的方法来提高算法的全局探索性能。以某大型风电场为例,验证该算法的有效性并采用序贯蒙对优化后方案的可靠性进行评估。

Abstract

In order to solve the problem of reliability and economy balance in the planning process of large offshore wind farm collector system, an optimization method for bilateral ring collector system is proposed. Aiming at the problem that the collector system of offshore wind farm cannot be crossed, the initial feasible solution is constructed by ring scanning method, and the detection crossover algorithm is designed to avoid the crossover of cables. In order to find the global optimal solution better, the global exploration performance of the algorithm is improved by the combination of grey wolf algorithm and genetic algorithm. Taking a large wind farm as an example, the effectiveness of the algorithm is verified and the reliability of the optimized scheme is evaluated by sequential Monte Carlo method.

导出引用

刘青, 毛世博, 马玉涛, 苗照晨, 李龙威. 大型海上风电场双边环形集电系统优化方法[J]. 太阳能学报. 2025, 46(8): 168-175 https://doi.org/10.19912/j.0254-0096.tynxb.2024-0698

Liu Qing, Mao Shibo, Ma Yutao, Miao Zhaochen, Li Longwei. TOPOLOGY OPTIMIZATION METHOD OF BILATERAL RING COLLECTOR SYSTEM FOR LARGE-SCALE OFFSHORE WIND FARMS[J]. Acta Energiae Solaris Sinica. 2025, 46(8): 168-175 https://doi.org/10.19912/j.0254-0096.tynxb.2024-0698

中图分类号： TM757.4

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