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...
Gespeichert in:
Veröffentlicht in: | IEEE transactions on industrial electronics (1982) 2020-07, Vol.67 (7), p.5729-5736 |
---|---|
Hauptverfasser: | , , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext bestellen |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
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 |
format | Article |
fullrecord | <record><control><sourceid>proquest_RIE</sourceid><recordid>TN_cdi_proquest_journals_2376749424</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ieee_id>8799022</ieee_id><sourcerecordid>2376749424</sourcerecordid><originalsourceid>FETCH-LOGICAL-c291t-9b1deddb1eec1c8f6475b1f50a6b0aab40956b102d144b2599992716073d333b3</originalsourceid><addsrcrecordid>eNo9kE1Lw0AQhhdRsFbvgpeA59TZj3zsscZUC4UerOewSSY1Nc3W3U2hV3-5WyLOZeDlmZfhIeSewoxSkE-bZT5jQOWMSS4A0gsyoVGUhFKK9JJMgCVpCCDia3Jj7Q6AiohGE_KTW9fulWt1H-gmyHTv1L7tx2CFR-zO8fqI5hNVHSx7O3TKaWODZ2WxDjz1PphGVehp9aW2GGSDMdi7IN8fOn1q-23wgs4ntccX3VC5YWyf96o72dbekqtGdRbv_vaUfCzyTfYWrtavy2y-CismqQtlSX1DXVLEilZpE4skKmkTgYpLUKoUIKO4pMBqKkTJIumHJTSGhNec85JPyePYezD6e0Drip0ejH_CFowncSKkYMJTMFKV0dYabIqD8YLMqaBQnE0X3nRxNl38mfYnD-NJi4j_eJpICYzxX8P-e2s</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2376749424</pqid></control><display><type>article</type><title>Estimation of Contamination Level of Overhead Insulators Based on Surface Leakage Current Employing Detrended Fluctuation Analysis</title><source>IEEE Electronic Library (IEL)</source><creator>Deb, Suhas ; Das, Santanu ; Pradhan, Arpan Kumar ; Banik, Apu ; Chatterjee, Biswendu ; Dalai, Sovan</creator><creatorcontrib>Deb, Suhas ; Das, Santanu ; Pradhan, Arpan Kumar ; Banik, Apu ; Chatterjee, Biswendu ; Dalai, Sovan</creatorcontrib><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.</description><identifier>ISSN: 0278-0046</identifier><identifier>EISSN: 1557-9948</identifier><identifier>DOI: 10.1109/TIE.2019.2934008</identifier><identifier>CODEN: ITIED6</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>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</subject><ispartof>IEEE transactions on industrial electronics (1982), 2020-07, Vol.67 (7), p.5729-5736</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2020</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c291t-9b1deddb1eec1c8f6475b1f50a6b0aab40956b102d144b2599992716073d333b3</citedby><cites>FETCH-LOGICAL-c291t-9b1deddb1eec1c8f6475b1f50a6b0aab40956b102d144b2599992716073d333b3</cites><orcidid>0000-0001-5991-1237 ; 0000-0002-7870-0299 ; 0000-0002-9587-9833 ; 0000-0001-9517-9856 ; 0000-0001-9817-0435</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/8799022$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,776,780,792,27901,27902,54733</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/8799022$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Deb, Suhas</creatorcontrib><creatorcontrib>Das, Santanu</creatorcontrib><creatorcontrib>Pradhan, Arpan Kumar</creatorcontrib><creatorcontrib>Banik, Apu</creatorcontrib><creatorcontrib>Chatterjee, Biswendu</creatorcontrib><creatorcontrib>Dalai, Sovan</creatorcontrib><title>Estimation of Contamination Level of Overhead Insulators Based on Surface Leakage Current Employing Detrended Fluctuation Analysis</title><title>IEEE transactions on industrial electronics (1982)</title><addtitle>TIE</addtitle><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.</description><subject>Condition monitoring</subject><subject>Conductivity</subject><subject>Contamination</subject><subject>detrended fluctuation analysis (DFA)</subject><subject>harmonics</subject><subject>Insulators</subject><subject>Leakage current</subject><subject>Leakage currents</subject><subject>Maintenance management</subject><subject>outdoor insulator</subject><subject>Pollution measurement</subject><subject>Reliability analysis</subject><subject>Reliability aspects</subject><subject>Surface contamination</subject><subject>surface leakage current</subject><subject>Surface treatment</subject><issn>0278-0046</issn><issn>1557-9948</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNo9kE1Lw0AQhhdRsFbvgpeA59TZj3zsscZUC4UerOewSSY1Nc3W3U2hV3-5WyLOZeDlmZfhIeSewoxSkE-bZT5jQOWMSS4A0gsyoVGUhFKK9JJMgCVpCCDia3Jj7Q6AiohGE_KTW9fulWt1H-gmyHTv1L7tx2CFR-zO8fqI5hNVHSx7O3TKaWODZ2WxDjz1PphGVehp9aW2GGSDMdi7IN8fOn1q-23wgs4ntccX3VC5YWyf96o72dbekqtGdRbv_vaUfCzyTfYWrtavy2y-CismqQtlSX1DXVLEilZpE4skKmkTgYpLUKoUIKO4pMBqKkTJIumHJTSGhNec85JPyePYezD6e0Drip0ejH_CFowncSKkYMJTMFKV0dYabIqD8YLMqaBQnE0X3nRxNl38mfYnD-NJi4j_eJpICYzxX8P-e2s</recordid><startdate>20200701</startdate><enddate>20200701</enddate><creator>Deb, Suhas</creator><creator>Das, Santanu</creator><creator>Pradhan, Arpan Kumar</creator><creator>Banik, Apu</creator><creator>Chatterjee, Biswendu</creator><creator>Dalai, Sovan</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SP</scope><scope>8FD</scope><scope>L7M</scope><orcidid>https://orcid.org/0000-0001-5991-1237</orcidid><orcidid>https://orcid.org/0000-0002-7870-0299</orcidid><orcidid>https://orcid.org/0000-0002-9587-9833</orcidid><orcidid>https://orcid.org/0000-0001-9517-9856</orcidid><orcidid>https://orcid.org/0000-0001-9817-0435</orcidid></search><sort><creationdate>20200701</creationdate><title>Estimation of Contamination Level of Overhead Insulators Based on Surface Leakage Current Employing Detrended Fluctuation Analysis</title><author>Deb, Suhas ; Das, Santanu ; Pradhan, Arpan Kumar ; Banik, Apu ; Chatterjee, Biswendu ; Dalai, Sovan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c291t-9b1deddb1eec1c8f6475b1f50a6b0aab40956b102d144b2599992716073d333b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Condition monitoring</topic><topic>Conductivity</topic><topic>Contamination</topic><topic>detrended fluctuation analysis (DFA)</topic><topic>harmonics</topic><topic>Insulators</topic><topic>Leakage current</topic><topic>Leakage currents</topic><topic>Maintenance management</topic><topic>outdoor insulator</topic><topic>Pollution measurement</topic><topic>Reliability analysis</topic><topic>Reliability aspects</topic><topic>Surface contamination</topic><topic>surface leakage current</topic><topic>Surface treatment</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Deb, Suhas</creatorcontrib><creatorcontrib>Das, Santanu</creatorcontrib><creatorcontrib>Pradhan, Arpan Kumar</creatorcontrib><creatorcontrib>Banik, Apu</creatorcontrib><creatorcontrib>Chatterjee, Biswendu</creatorcontrib><creatorcontrib>Dalai, Sovan</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><collection>Electronics & Communications Abstracts</collection><collection>Technology Research Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>IEEE transactions on industrial electronics (1982)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Deb, Suhas</au><au>Das, Santanu</au><au>Pradhan, Arpan Kumar</au><au>Banik, Apu</au><au>Chatterjee, Biswendu</au><au>Dalai, Sovan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Estimation of Contamination Level of Overhead Insulators Based on Surface Leakage Current Employing Detrended Fluctuation Analysis</atitle><jtitle>IEEE transactions on industrial electronics (1982)</jtitle><stitle>TIE</stitle><date>2020-07-01</date><risdate>2020</risdate><volume>67</volume><issue>7</issue><spage>5729</spage><epage>5736</epage><pages>5729-5736</pages><issn>0278-0046</issn><eissn>1557-9948</eissn><coden>ITIED6</coden><abstract>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.</abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/TIE.2019.2934008</doi><tpages>8</tpages><orcidid>https://orcid.org/0000-0001-5991-1237</orcidid><orcidid>https://orcid.org/0000-0002-7870-0299</orcidid><orcidid>https://orcid.org/0000-0002-9587-9833</orcidid><orcidid>https://orcid.org/0000-0001-9517-9856</orcidid><orcidid>https://orcid.org/0000-0001-9817-0435</orcidid></addata></record> |
fulltext | fulltext_linktorsrc |
identifier | ISSN: 0278-0046 |
ispartof | IEEE transactions on industrial electronics (1982), 2020-07, Vol.67 (7), p.5729-5736 |
issn | 0278-0046 1557-9948 |
language | eng |
recordid | cdi_proquest_journals_2376749424 |
source | IEEE Electronic Library (IEL) |
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 |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-30T00%3A59%3A35IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_RIE&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Estimation%20of%20Contamination%20Level%20of%20Overhead%20Insulators%20Based%20on%20Surface%20Leakage%20Current%20Employing%20Detrended%20Fluctuation%20Analysis&rft.jtitle=IEEE%20transactions%20on%20industrial%20electronics%20(1982)&rft.au=Deb,%20Suhas&rft.date=2020-07-01&rft.volume=67&rft.issue=7&rft.spage=5729&rft.epage=5736&rft.pages=5729-5736&rft.issn=0278-0046&rft.eissn=1557-9948&rft.coden=ITIED6&rft_id=info:doi/10.1109/TIE.2019.2934008&rft_dat=%3Cproquest_RIE%3E2376749424%3C/proquest_RIE%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2376749424&rft_id=info:pmid/&rft_ieee_id=8799022&rfr_iscdi=true |