Estimation of Contamination Level of Overhead Insulators Based on Surface Leakage Current Employing Detrended Fluctuation Analysis

This article proposes an advanced technique for condition assessment of outdoor insulators based on its surface leakage current through employing detrended fluctuation analysis (DFA). Analysis of surface leakage current of in-service insulator can be useful for assessing its surface condition. In th...

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Veröffentlicht in:IEEE transactions on industrial electronics (1982) 2020-07, Vol.67 (7), p.5729-5736
Hauptverfasser: Deb, Suhas, Das, Santanu, Pradhan, Arpan Kumar, Banik, Apu, Chatterjee, Biswendu, Dalai, Sovan
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container_end_page 5736
container_issue 7
container_start_page 5729
container_title IEEE transactions on industrial electronics (1982)
container_volume 67
creator Deb, Suhas
Das, Santanu
Pradhan, Arpan Kumar
Banik, Apu
Chatterjee, Biswendu
Dalai, Sovan
description This article proposes an advanced technique for condition assessment of outdoor insulators based on its surface leakage current through employing detrended fluctuation analysis (DFA). Analysis of surface leakage current of in-service insulator can be useful for assessing its surface condition. In the proposed technique, a tracker signal has been developed based on the fundamental component of surface leakage current to extract the distortions from it which carries significant information about contamination level. DFA has then been applied on the extracted distortions of leakage current to estimate its contamination level. In order to investigate experimentally, surface leakage current of 11-kV disc insulator (contaminated at different level) has been captured at different applied voltage level. The proposed technique has been applied on the captured leakage current to estimate contamination level. Results show that employment of the proposed technique provides satisfactory outcomes regarding assessment of insulator condition, which in turn improves the reliability of power system.
doi_str_mv 10.1109/TIE.2019.2934008
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Analysis of surface leakage current of in-service insulator can be useful for assessing its surface condition. In the proposed technique, a tracker signal has been developed based on the fundamental component of surface leakage current to extract the distortions from it which carries significant information about contamination level. DFA has then been applied on the extracted distortions of leakage current to estimate its contamination level. In order to investigate experimentally, surface leakage current of 11-kV disc insulator (contaminated at different level) has been captured at different applied voltage level. The proposed technique has been applied on the captured leakage current to estimate contamination level. 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Analysis of surface leakage current of in-service insulator can be useful for assessing its surface condition. In the proposed technique, a tracker signal has been developed based on the fundamental component of surface leakage current to extract the distortions from it which carries significant information about contamination level. DFA has then been applied on the extracted distortions of leakage current to estimate its contamination level. In order to investigate experimentally, surface leakage current of 11-kV disc insulator (contaminated at different level) has been captured at different applied voltage level. The proposed technique has been applied on the captured leakage current to estimate contamination level. 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subjects Condition monitoring
Conductivity
Contamination
detrended fluctuation analysis (DFA)
harmonics
Insulators
Leakage current
Leakage currents
Maintenance management
outdoor insulator
Pollution measurement
Reliability analysis
Reliability aspects
Surface contamination
surface leakage current
Surface treatment
title Estimation of Contamination Level of Overhead Insulators Based on Surface Leakage Current Employing Detrended Fluctuation Analysis
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