自动化应用2024,Vol.65Issue(24) :122-124,131.DOI:10.19769/j.zdhy.2024.24.038

基于模糊隶属度的电力客户业扩报装决策方法

Decision Making Method for Power Customer Expansion and Installation Based on Fuzzy Membership Degree

李婉君 潘磊
自动化应用2024,Vol.65Issue(24) :122-124,131.DOI:10.19769/j.zdhy.2024.24.038

基于模糊隶属度的电力客户业扩报装决策方法

Decision Making Method for Power Customer Expansion and Installation Based on Fuzzy Membership Degree

李婉君 1潘磊1
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作者信息

  • 1. 国网青海省电力公司海东供电公司,青海海东 810600
  • 折叠

摘要

由于电力客户需求具有不确定性,在进行电力客户业扩报装决策时,常常出现决策覆盖率相对较低的情况.针对上述问题,提出基于模糊隶属度的电力客户业扩报装决策方法.构建包含多维度的模糊综合评价指标体系,通过量化分析各评价指标的重要性并计算权重向量.基于模糊隶属度评估方法,通过决策树算法对电力业扩报装申请进行分类,并筛选出模糊隶属度最高的决策方案作为最优决策方案.实验结果表明,设计方法能有效应对客户需求的不确定性,显著提升决策覆盖率,为电力企业的业扩报装工作提供有力的决策支持.

Abstract

Due to the uncertainty of electricity customer demand,there is often a situation where the decision coverage is relatively low when making expansion and installation decisions for electricity customers. To address the above issues,a fuzzy membership based decision-making method for power customer expansion and installation is proposed. Construct a multidimensional fuzzy comprehensive evaluation index system,quantitatively analyze the importance of each evaluation index,and calculate the weight vector. Based on the fuzzy membership evaluation method,the power industry expansion application is classified through decision tree algorithm,and the decision plan with the highest fuzzy membership degree is selected as the optimal decision plan. The experimental results show that the design method can effectively address the uncertainty of customer needs,significantly improve decision coverage,and provide strong decision support for the expansion and installation work of power enterprises.

关键词

模糊隶属度/评价指标/电力客户/业扩报装/决策方法

Key words

fuzzy membership degree/evaluation indicators/power customers/business expansion and installation/decision-making methods

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出版年

2024
自动化应用
重庆西南信息有限公司

自动化应用

影响因子:0.156
ISSN:1674-778X
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