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文章摘要
基于负荷特性的大用户业扩辅助分析方法
Auxiliary Analysis Method of Power Supply Access for Large ConsumersBased on Load characteristics
Received:November 07, 2018  Revised:November 18, 2018
DOI:10.19753/j.issn1001-1390.2019.012.008
中文关键词: 业扩报装  负荷特性  负荷模式  FCM  梯度提升树
英文关键词: Business expansion  Load characteristics  Load mode  FCM  Gradient lifting tree
基金项目:
Author NameAffiliationE-mail
Zhang Xiaofei* SG Henan Electric Power Company Research Institute guoyi19710@163.com 
Wei Ling Department of Electrical Engineering,Tsinghua University 278870280@qq.com 
王自强   
李晓蕾   
耿俊成   
袁少光   
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中文摘要:
      业扩报装是供电企业营销和配网管理的一项重要工作,对形成并维持良好的配网结构、保证配网供电可靠性、提高配网资源利用效率等具有十分重要的意义。当前业扩报装业务在制定供电接入方案时, 往往基于用户的最大负荷水平,忽略了大用户负荷的时序特性,导致供电点负荷日峰谷差不断增大等一系列问题。为进一步提高大用户业扩报装方案的精准化程度,提出基于负荷特性的大用户业扩辅助分析方法。首先,通过模糊C均值聚类(FCM)建立大用户负荷特征库,其次,通过梯度提升树模型建立了负荷模式识别方法,然后提出供电接入组合优化模型,最后通过典型算例验证所提方法的有效性。
英文摘要:
      Business expansion is an important work in the marketing and distribution management of power supply enterprises, it is of great significance for forming and maintaining a good distribution network structure, ensuring the power supply reliability of the distribution network and improving the utilization efficiency of the distribution network resources. At present, when setting up the power supply access plan, it is often based on the maximum load level of users, the timing characteristics of large user load are ignored, so there are a series of problems, such as the increasing of load point and peak valley difference. In order to further improve the precision of the expansion and installation of large user industries, a method of expanding user assistance is proposed based on load characteristics. Firstly, the load feature library of large users is established by fuzzy C-means clustering (FCM). Secondly, the load pattern recognition method is established by gradient lifting tree model. Then, a combined optimization model of power supply access is proposed. Finally, a typical example is given to verify the effectiveness of the proposed method.
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