Research on insulation detection of insulator strings with fuzzy logical reasoning method
| Autor: | Xiangang Peng, Yixiong Nie, Xiao Ning Xu |
|---|---|
| Rok vydání: | 2009 |
| Předmět: |
Logical reasoning
Computer science Insulator (electricity) Defuzzification Fuzzy logic Theoretical Computer Science Control and Systems Engineering Transmission line Computer Science (miscellaneous) Cybernetics Fuzzy number Insulator strings Engineering (miscellaneous) Algorithm Social Sciences (miscellaneous) |
| Zdroj: | Kybernetes. 38:1747-1753 |
| ISSN: | 0368-492X |
| DOI: | 10.1108/03684920910994259 |
| Popis: | PurposeThe purpose of this paper is to introduce the realizing process of the fuzzy logical reasoning method in relation to the insulation detection of insulator strings, especially about the establishment of the fuzzy relation matrix.Design/methodology/approachUtilizing fuzzy logical reasoning method, the online fault diagnosis of the transmission line insulator strings can be realized efficiently, although the insulation status of the insulator strings is influenced by many factors and the relation between the measured electric parameters about the insulator with the degree of the deterioration is ambiguous.FindingsUtilizing the pattern recognition method to build the fuzzy relation matrix after choosing the probability of the corona current, the root‐mean‐square value and the peak value and the pulse frequency of the leakage current as the fuzzy operating input variables, using the fuzzy reasoning method to estimate the insulation status proves to be a practical approach.Practical implicationsThe experiments verify the correctness of this method by simulating work conditions of insulator strings on an 110 kV transmission line.Originality/valueThis paper proves that using the fuzzy reasoning method to estimate the insulation status of the online insulator strings is a practical approach. The results of the laboratory and the field tests verify the correctness of this approach and the validity of the identification method to build the fuzzy relation matrix. |
| Databáze: | OpenAIRE |
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