On Rural Power Grid Classification Method Based on Entropy Weight Method and Cluster Analysis

Yuanke Zhou, Fan Yang, Xiao-Hu Shi, Yunyun Zhang, Shengyan Wang
{"title":"On Rural Power Grid Classification Method Based on Entropy Weight Method and Cluster Analysis","authors":"Yuanke Zhou, Fan Yang, Xiao-Hu Shi, Yunyun Zhang, Shengyan Wang","doi":"10.1145/3510858.3510941","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":6757,"journal":{"name":"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)","volume":"17 7","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2021-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3510858.3510941","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

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.
基于熵权法和聚类分析的农村电网分类方法
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。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信