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基于模糊熵和离散Fréchet距离的小电流接地系统故障选线方法

肖宇

电测与仪表2024,Vol.61Issue(3):102-112,11.
电测与仪表2024,Vol.61Issue(3):102-112,11.DOI:10.19753/j.issn1001-1390.2024.03.015

基于模糊熵和离散Fréchet距离的小电流接地系统故障选线方法

Fault line selection method for small current grounding system based on fuzzy entropy and discrete Fréchet distance

肖宇1

作者信息

  • 1. 河南理工大学电气工程与自动化学院,河南焦作 454000
  • 折叠

摘要

Abstract

According to the fault characteristics of fault line and non-fault line,a method of fault line selection for small current grounding system based on fuzzy entropy and discrete Fréchet distance was proposed in this paper.A complete set of empirical mode decomposition(CEEMDAN)was used to decompose the transient zero-sequence current of each line,and the characteristic IMF component was selected according to kurtosis and continuous mean square error.Then,the cor-relation analysis of the characteristic IMF component of each line was carried out to construct a similarity characteristic ma-trix and determine whether it was a line fault or a bus fault.If the fault is a line fault,fuzzy information is granulated on the characteristic IMF components of each line.Then,the three groups of Low,R,and Up after granulation of each line were mixed and superimposed.And the discrete Fréchet distance were calculated,combined with the membership func-tion,the fuzzy entropy with complex influence factors was obtained,and a complex feature matrix was constructed.The fault selection was carried out by using the dual characteristic matrix.After a lot of simulation analysis,it is proved that the accuracy of the proposed fault selection method is not affected by the transition resistance and fault closing angle,and the noise resistance is strong.

关键词

CEEMDAN/峰度/模糊熵/离散Fréchet距离/故障选线

Key words

CEEMDAN/kurtosis/fuzzy entropy/discrete Fréchet distance/fault line section

分类

动力与电气工程

引用本文复制引用

肖宇..基于模糊熵和离散Fréchet距离的小电流接地系统故障选线方法[J].电测与仪表,2024,61(3):102-112,11.

电测与仪表

OACSTPCD

1001-1390

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