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模糊模式识别在绝缘子串绝缘状态检测中的应用

彭显刚 聂一雄 刘艺

电力系统自动化2006,Vol.30Issue(14):71-75,5.
电力系统自动化2006,Vol.30Issue(14):71-75,5.

模糊模式识别在绝缘子串绝缘状态检测中的应用

Application of Fuzzy Pattern Recognition in Insulation Detection of Insulator Strings

彭显刚 1聂一雄 1刘艺1

作者信息

  • 1. 广东工业大学自动化学院,广东省,广州市,510090
  • 折叠

摘要

Abstract

There are many uncertain factors affecting the result of fault diagnosis of power equipment. Fuzzy set theory is one of the effective tools to solve the problem. This paper proposes the insulation detection of insulator strings based on the realizing process with a fuzzy logical reasoning method, especially the establishment of the fuzzy relation matrix. The selecting process of the input and output fuzzy reasoning parameters and the establishing process of the fuzzy membership function is analyzed. By use of the least square method, the fuzzy relation matrix is derived from the input-output data of a large number of experiment results. With the aid of the established fuzzy relation matrix, the insulation condition of the insulator strings can be detected easily and correctly by using the new developed on-line detection algorithm. The correctness of the proposed method has been verified by experimental results from both the laboratory and 110 kV transmission line.

关键词

绝缘检测/模糊模式识别/绝缘子串/故障诊断/输电线路

Key words

insulation detection/fuzzy pattern recognition/insulator strings/fault diagnosis/transmission line

分类

信息技术与安全科学

引用本文复制引用

彭显刚,聂一雄,刘艺..模糊模式识别在绝缘子串绝缘状态检测中的应用[J].电力系统自动化,2006,30(14):71-75,5.

电力系统自动化

OA北大核心CSCDCSTPCD

1000-1026

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