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文章摘要
基于改进K-means聚类的城市配网组团规划方法
The Group Method of Urban Distribution Network Planning Based onImproved K-means Clustering Algorithm
Received:July 04, 2015  Revised:October 16, 2015
DOI:
中文关键词: 城市电网规划  组团  界间距  K-means聚类
英文关键词: urban  distribution network  planning, group, substation  spacing, K-means  Clustering Algorithm
基金项目:
Author NameAffiliationE-mail
Hu Wenyan* School of Electrical Engineering Wuhan University 407899527@qq.com 
Chen Hong-kun School of Electrical Engineering Wuhan University  
Yang Xiaonan School of Electrical Engineering Wuhan University  
Xie Cheng School of Electrical Engineering Wuhan University  
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中文摘要:
      针对快速发展城市配电网规划所面临的负荷密度快速增长、用地矛盾突出等新问题,提出了一种配电网组团规划新方法。该方法以改进的K-means聚类算法为工具,结合变电站的等效圆形供电范围和变电站间的界间距,将供电范围较大的供电区域划分为若干个组团。以组团为单位分区供电,组团内部电网紧密相连,组团间互为备用,可有效控制短路电流,减小电气计算的计算量,提高电网运行灵活性。该组团规划方法在某一实际配电网中得到应用,验证了该组团规划方法的可行性。
英文摘要:
      Aiming at the new problem which faces in the rapid development of the urban distribution network planning,such as rapid increase of load density,shortage of land supply and ever-increasing land price,a new method of the group planning of distribution network is put forward.The method adopted improved K-means clustering algorithm as a tool,combined with the equivalent circular power supply range and substation spacing between substations,dividing the power supply area into several groups.Supplying power of area with a unit of group,connecting tightly with each other in the groups,sparing to each other between groups,can effectively control the short-circuit current,improve the flexibility of distribution network operation.The group planning method is applied in an actual distribution network,verify the feasibility of the group planning method.
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