{"id":"https://openalex.org/W2913874452","doi":"https://doi.org/10.1109/ichve.2018.8642233","title":"Outdoor Insulator Surface Condition Evaluation using Image Classification","display_name":"Outdoor Insulator Surface Condition Evaluation using Image Classification","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2913874452","doi":"https://doi.org/10.1109/ichve.2018.8642233","mag":"2913874452"},"language":"en","primary_location":{"id":"doi:10.1109/ichve.2018.8642233","doi":"https://doi.org/10.1109/ichve.2018.8642233","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ichve.2018.8642233","pdf_url":null,"source":{"id":"https://openalex.org/S4363607738","display_name":"IEEE International Conference on High Voltage Engineering and Application (ICHVE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on High Voltage Engineering and Application (ICHVE)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072406658","display_name":"Damira Pernebayeva","orcid":"https://orcid.org/0000-0002-9676-0164","observed_orcids":["https://orcid.org/0000-0002-9676-0164"]},"institutions":[{"id":"https://openalex.org/I60559429","display_name":"Nazarbayev University","ror":"https://ror.org/052bx8q98","country_code":"KZ","type":"education","lineage":["https://openalex.org/I60559429"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"D. Pernebayeva","raw_affiliation_strings":["Nazarbayev University Kabanbay Batyr 53, Astana, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nazarbayev University Kabanbay Batyr 53, Astana, Kazakhstan","institution_ids":["https://openalex.org/I60559429"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061651479","display_name":"Diana Sadykova","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I60559429","display_name":"Nazarbayev University","ror":"https://ror.org/052bx8q98","country_code":"KZ","type":"education","lineage":["https://openalex.org/I60559429"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"D. Sadykova","raw_affiliation_strings":["Nazarbayev University Kabanbay Batyr 53, Astana, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nazarbayev University Kabanbay Batyr 53, Astana, Kazakhstan","institution_ids":["https://openalex.org/I60559429"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017719665","display_name":"Alex Pappachen James","orcid":"https://orcid.org/0000-0001-5655-1213","observed_orcids":["https://orcid.org/0000-0001-5655-1213"]},"institutions":[{"id":"https://openalex.org/I60559429","display_name":"Nazarbayev University","ror":"https://ror.org/052bx8q98","country_code":"KZ","type":"education","lineage":["https://openalex.org/I60559429"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"A. P. James","raw_affiliation_strings":["Nazarbayev University Kabanbay Batyr 53, Astana, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nazarbayev University Kabanbay Batyr 53, Astana, Kazakhstan","institution_ids":["https://openalex.org/I60559429"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040772749","display_name":"Mehdi Bagheri","orcid":"https://orcid.org/0000-0002-8078-9173","observed_orcids":["https://orcid.org/0000-0002-8078-9173"]},"institutions":[{"id":"https://openalex.org/I60559429","display_name":"Nazarbayev University","ror":"https://ror.org/052bx8q98","country_code":"KZ","type":"education","lineage":["https://openalex.org/I60559429"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"M. Bagheri","raw_affiliation_strings":["Nazarbayev University Kabanbay Batyr 53, Astana, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nazarbayev University Kabanbay Batyr 53, Astana, Kazakhstan","institution_ids":["https://openalex.org/I60559429"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I60559429"],"apc_list":null,"apc_paid":null,"fwci":2.1167,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.88217656,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13715","display_name":"Power Line Inspection Robots","score":0.6474999785423279,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13715","display_name":"Power Line Inspection Robots","score":0.6474999785423279,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10511","display_name":"High voltage insulation and dielectric phenomena","score":0.322299987077713,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.005900000222027302,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/glass-insulators","display_name":"glass insulators","score":0.9399999976158142},{"id":"https://openalex.org/keywords/image-classification","display_name":"image classification","score":0.8759999871253967},{"id":"https://openalex.org/keywords/image-filtering","display_name":"image filtering","score":0.800000011920929},{"id":"https://openalex.org/keywords/insulation-breakdown","display_name":"insulation failure","score":0.46399998664855957}],"concepts":[{"id":"https://openalex.org/C212702","wikidata":"https://www.wikidata.org/wiki/Q178150","display_name":"Insulator (electricity)","level":2,"score":0.8798891305923462},{"id":"https://openalex.org/C197046000","wikidata":"https://www.wikidata.org/wiki/Q7561","display_name":"Snow","level":2,"score":0.7254176735877991},{"id":"https://openalex.org/C140311924","wikidata":"https://www.wikidata.org/wiki/Q200928","display_name":"Electric power transmission","level":2,"score":0.6005354523658752},{"id":"https://openalex.org/C33441834","wikidata":"https://www.wikidata.org/wiki/Q693004","display_name":"Transmission line","level":2,"score":0.5189751982688904},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.5043958425521851},{"id":"https://openalex.org/C88182573","wikidata":"https://www.wikidata.org/wiki/Q1139740","display_name":"High voltage","level":3,"score":0.49165278673171997},{"id":"https://openalex.org/C202374169","wikidata":"https://www.wikidata.org/wiki/Q124291","display_name":"Electrical conductor","level":2,"score":0.46377649903297424},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.463396817445755},{"id":"https://openalex.org/C2775861652","wikidata":"https://www.wikidata.org/wiki/Q110701","display_name":"Overhead line","level":2,"score":0.4566454291343689},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.4392072558403015},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.43562787771224976},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39031651616096497},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3291771113872528},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.3074786365032196},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24413487315177917},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.21501412987709045},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.20031878352165222},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.1973041296005249},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.15939226746559143},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1020062267780304}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ichve.2018.8642233","doi":"https://doi.org/10.1109/ichve.2018.8642233","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ichve.2018.8642233","pdf_url":null,"source":{"id":"https://openalex.org/S4363607738","display_name":"IEEE International Conference on High Voltage Engineering and Application (ICHVE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on High Voltage Engineering and Application (ICHVE)","raw_type":"proceedings-article"},{"id":"pmh:oai:nur.nu.edu.kz:123456789/15219","doi":null,"is_oa":false,"landing_page_url":"https://nur.nu.edu.kz/handle/123456789/15219","pdf_url":null,"source":{"id":"https://openalex.org/S4377196417","display_name":"Nazarbayev University Repository (Nazarbayev University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I60559429","host_organization_name":"Nazarbayev University","host_organization_lineage":["https://openalex.org/I60559429"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Ichve 2018 2018 IEEE International Conference on High Voltage Engineering and Application","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6773999929428101,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1581751026","https://openalex.org/W1690124487","https://openalex.org/W1996082966","https://openalex.org/W2018698360","https://openalex.org/W2046551394","https://openalex.org/W2054290793","https://openalex.org/W2099419611","https://openalex.org/W2147141800","https://openalex.org/W2163352848","https://openalex.org/W2164847484","https://openalex.org/W2314937002","https://openalex.org/W2332266909","https://openalex.org/W2554078104","https://openalex.org/W2732128893","https://openalex.org/W2749871042","https://openalex.org/W6836412504"],"related_works":["https://openalex.org/W2964880918","https://openalex.org/W2749342686","https://openalex.org/W3191007769","https://openalex.org/W3211042042","https://openalex.org/W4292388603","https://openalex.org/W2977798290","https://openalex.org/W2394015704","https://openalex.org/W4385517490","https://openalex.org/W4205228988","https://openalex.org/W2366572724"],"abstract_inverted_index":{"Outdoor":[0],"high":[1,86],"voltage":[2,87],"insulators":[3,22],"play":[4],"a":[5,116],"key":[6],"role":[7],"in":[8],"power":[9,43],"transmission":[10,44],"systems.":[11],"Due":[12],"to":[13,31,39,75],"adverse":[14],"meteorological":[15],"conditions,":[16],"the":[17,50,77,103],"surface":[18,51,81,98],"of":[19,52,79,85,105],"outdoor":[20],"overhead":[21],"frequently":[23],"covered":[24,55],"with":[25,56,102],"snow":[26],"and":[27,29,33,42,59,69],"ice":[28,58],"exposed":[30],"mechanical":[32],"electrical":[34],"stress.":[35],"This":[36,47],"condition":[37,61],"leads":[38],"insulation":[40],"breakdowns":[41],"line":[45],"outages.":[46],"paper":[48],"studies":[49],"glass":[53,88],"insulator":[54,80,97],"snow,":[57],"wet":[60],"using":[62,82],"image":[63],"processing":[64],"techniques.":[65],"Image":[66],"filtering":[67],"methods":[68],"state-of-the-art":[70],"classification":[71],"algorithms":[72],"are":[73],"utilized":[74],"discriminate":[76],"states":[78],"real":[83],"images":[84],"insulator.":[89],"The":[90],"obtained":[91],"results":[92],"showed":[93],"that":[94],"four":[95],"different":[96],"conditions":[99],"classified":[100],"correctly":[101],"accuracy":[104],"99%.":[106],"An":[107],"Unnamed":[108],"Aerial":[109],"Vehicle":[110],"(UAV)":[111],"application":[112],"is":[113],"proposed":[114],"as":[115],"prospective":[117],"data":[118],"acquisition":[119],"system.":[120]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2019-02-21T00:00:00"}