吉林大学学报(信息科学版) ›› 2022, Vol. 40 ›› Issue (1): 103-110.

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基于数据挖掘的电力营销稽查业务监管系统

牛任恺, 张鑫磊, 王玉君, 余安国, 王利赛   

  1. 国网冀北电力有限公司 营销服务中心, 北京 100045
  • 收稿日期:2021-05-19 出版日期:2022-01-25 发布日期:2022-01-29
  • 作者简介:牛任恺(1990— ), 男, 山西长治人, 国网冀北电力有限公司工程师, 主要从事电力营销稽查技术、 电力营销信息化研究,(Tel)86-18502947438(E-mail)niurenkai323@163.com
  • 基金资助:
    河北省自然科学基金资助项目(A2018203124)

Electric Power Marketing Inspection Business Supervision System Based on Data Mining

NIU Renkai, ZHANG Xinlei, WANG Yujun, YU Anguo, WANG Lisai   

  1. Metrology Center, State Grid Jibei Marketing Service Center, Beijng 100045, China
  • Received:2021-05-19 Online:2022-01-25 Published:2022-01-29

摘要: 电力企业处于供不应求的市场, 为杜绝电力营销企业以生产作为引导观念的产生, 提出基于数据挖掘的电力营销稽查业务监控管理系统设计方案, 使稽查工作在满足合法、 平等、 全面的同时还具有高效性。 首先以线损管理、 客户服务、 供电合同、 计量管理、 用电检查、 电价电费管理以及业扩报装为稽查内容以及对象, 在监控数据计算最小支持度以及最小置信度基础上, 引入兴趣度概率, 挖掘可信信息并去除不具代表性的数据,提升挖掘系统运行效率, 并由支撑层、 业务层以及管理层构建及可视化全景化为一体的监控管理系统。实验证明, 设计的稽查系统存在较高的电价诊断精度, 可以为电力营销工作者提供一定的稽查依据。


关键词: 数据挖掘, 电力营销, 兴趣度概率, 稽查业务系统设计

Abstract: Electric power enterprises are in the market of short supply. In order to prevent the production as the guiding concept of power marketing enterprises, a design scheme of power marketing audit business monitoring management system is proposed based on data mining, which can meet the requirements of legality, equality and comprehensiveness and high efficiency. Firstly, line loss management, customer service, power supply and consumption contract, measurement management, electricity consumption inspection, electricity price and electricity fee management and business expansion report and installation are taken as the audit contents and objects. Based on the minimum support and minimum confidence degree of monitoring data calculation, the probability of interest degree is introduced to dig out the credible information and remove the non representative data to improve the operation efficiency of the excavation system layer, business layer and management layer build and visual panoramic monitoring and management system. Experiments show that the designed audit system has high diagnostic accuracy of electricity price, which can provide certain audit basis for power marketing workers.


Key words: data mining, power marketing, interest probability, audit business system design

中图分类号: 

  • TP274