Mining and optimal selection strategy of integrated energy project based on fuzzy evaluation of power big data

张国云; 孔令号; 杨伯青; 沈嘉昆

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Mining and optimal selection strategy of integrated energy project based on fuzzy evaluation of power big data

更新时间：2026-03-05

- Mining and optimal selection strategy of integrated energy project based on fuzzy evaluation of power big data
- Vol. 23, Issue 2, (2021)
- 作者机构：
  
  1. 国网冀北电力有限公司技能培训中心,河北,保定,071000
  2. 国网保定供电公司,河北,保定,071000
- 作者简介：
- 基金信息：
- DOI：
  CLC：
- Published：2021
- 稿件说明：
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张国云, 孔令号, 杨伯青, et al. Mining and optimal selection strategy of integrated energy project based on fuzzy evaluation of power big data[J]. 2021, 23(2).
DOI：

张国云, 孔令号, 杨伯青, et al. Mining and optimal selection strategy of integrated energy project based on fuzzy evaluation of power big data[J]. 2021, 23(2). DOI：

摘要

随着电力体制改革和能源互联网产业发展，开展综合能源服务将是电网企业转型的重要方向。聚焦供电公司掌握客户用电负荷、电量、缴费等大数据的挖掘应用，从客户信用、客户价值、客户风险3个维度，构建了包含月均预存比例、月均欠费次数、月均停电次数等9项具体指标的综合能源项目挖掘培育评价指标体系，提出了基于电力大数据模糊评价的综合能源项目挖掘优选算法，利用电力大数据评估潜在客户的内部状况，从而为挖掘优质潜在客户提供了一定支撑。最后以8家随机客户进行案例分析，结果表明了该方法的有效性。

Abstract

With the reform of power system and the development of energy Internet industry

developing integrated energy service will be an important direction of business transformation of power enterprises. Focusing on the mining and application of power supply companies’big data

such as electricity load

electricity quantity

payment and so on

from 3 dimensions of customer credit

customer value and customer risk

an integrated energy project mining and cultivation evaluation index system is constructed. The index system includes 9 specificmdicators

such as monthly average pre-deposit ratio

monthly average times of arrears

and monthly average times of power outage. Optimization strategy of integrated energy project based on fuzzy evaluation is proposed

which uses big data to evaluate the internal conditions of potential customers

thus providing certain support for mining high - quality potential customers. Finally

taking 8 random customers for the case study

the results show the effectiveness of the method based on the project evaluation index system.

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