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基于改进熵权法和灰色关联分析的变压器故障诊断

葛乐 陆文伟 周志成 杨志超

电测与仪表2016,Vol.53Issue(12):46-51,6.
电测与仪表2016,Vol.53Issue(12):46-51,6.

基于改进熵权法和灰色关联分析的变压器故障诊断

Fault diagnosis of transformer based on improved entropy method and grey correlation analysis

葛乐 1陆文伟 1周志成 2杨志超1

作者信息

  • 1. 南京工程学院电力工程学院,南京211167
  • 2. 国网江苏省电力公司电力科学研究院,南京211103
  • 折叠

摘要

Abstract

The improved entropy method and the grey correlation analysis method of transformer fault diagnosis is pro-posed to solve the problem of the incomplete data information and low accuracy in fault diagnosis .Firstly, the method standardizes the sample data of transformer fault , then, it uses the improved entropy weight method to determine the index weights of transformer fault diagnosis , and finally , the transformer fault types are determine by calculating the improved grey Euclid weighted correlation degree .The example analysis results show that the validity and feasibility of the proposed method .Comparing with the traditional entropy weight method , the index weight distribution is more rea-sonable , and it can overcome the deficiency of the traditional grey correlation analysis indicators of parity , and the ac-curacy rate of fault diagnosis is significantly higher than the IEC three ratio method and general grey relation analysis .

关键词

电力变压器/故障诊断/熵权法/灰色关联分析

Key words

power transformer/fault diagnosis/entropy method/grey correlation analysis

分类

信息技术与安全科学

引用本文复制引用

葛乐,陆文伟,周志成,杨志超..基于改进熵权法和灰色关联分析的变压器故障诊断[J].电测与仪表,2016,53(12):46-51,6.

基金项目

江苏省产学研联合前瞻性项目( BY201500905);江苏省电力公司科技项目 ()

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