基于熵权法和聚类分析的农村电网分类方法

Yuanke Zhou, Fan Yang, Xiao-Hu Shi, Yunyun Zhang, Shengyan Wang
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引用次数: 0

摘要

农村电网是电网建设的重要组成部分。随着经济建设的发展,用户对供电可靠性和电能质量的要求越来越高。本文在对某省某地区样本数据进行统计整理和分析的基础上,提出了一种基于熵权法和聚类分析的q型聚类分析方法。对全省各农村电网所属的村庄进行聚类分析,找出不同村庄供电人口增长和电力销售的差异。最后,将某省某区域的村落划分为“成长型”、“成熟型”和“衰退型”三种相应的分类结果,建立较为完善的场址分类模型。政府因地制宜地制定投资策略,促进农村电网的发展具有重要意义。
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On Rural Power Grid Classification Method Based on Entropy Weight Method and Cluster Analysis
Rural power grid is an important part of power grid construction. With the development of economic construction, users have higher and higher requirements for power supply reliability and power quality. In this paper, a q-type cluster analysis method based on entropy weight method and cluster analysis is proposed based on the statistical collation and analysis of sample data in a certain region of a province. Cluster analysis the villages belonging to each rural power grid in the province, find out the difference in the growth of power supply population and electricity sales among different villages. Finally, the villages in a certain region of a province are divided into three corresponding classification results: "growth type", "mature type" and "decline type", a more perfect model of site classification is established. It is of great significance for the government to set up investment strategy according to local conditions and promote the development of rural power grid.
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