摘要
为主动应对电力体制改革产生的影响,分析研究售电侧大客户群体用电行为,梳理不同类型客户负荷特性规律,选取某地区电力企业2014年5月份营销数据,以该地区所有专变客户为分析对象,借用二八定律(帕累托法则)确定分析范围,通过用电信息明细数据开展相关分析,将专变大客户按用电负荷特性进行聚类分析,挖掘不同大客户用电行为潜在市场,为科学制定可开放容量、优化售电侧客户结构、迎峰度夏错避峰用电建议等提供支撑。
In order to take the initiative to deal with the influence of power system reform, this paper analyzes sales-side power consumption behavior of large customer groups and investigates rules of different types of customer load characteristics. This paper selects the marketing data of a power enterprise in May 2014 and analyzes special transformer customers in the region; by means of the 80/20 rule（Pareto principle） it determines the scope of analysis and through the detailed consumption data carries out the relevant analysis; the paper also conducts clustering analysis on the special customers according to the characteristics of electricity load and mines the potential market of power consumption behavior of large customers to provide support for scientific development of open capacity, sales-side customer structure optimization, summer peak meeting and staggering power consumption.
出处
《浙江电力》
2017年第12期47-52,共6页
Zhejiang Electric Power
关键词
负荷特性
大客户
聚类分析
二八定律
load characteristics
large customers
cluster analysis
the 80/20 rule
