{"id":"https://openalex.org/W2964880918","doi":"https://doi.org/10.1049/hve.2019.0079","title":"High voltage outdoor insulator surface condition evaluation using aerial insulator images","display_name":"High voltage outdoor insulator surface condition evaluation using aerial insulator images","publication_year":2019,"publication_date":"2019-08-02","ids":{"openalex":"https://openalex.org/W2964880918","doi":"https://doi.org/10.1049/hve.2019.0079","mag":"2964880918"},"language":"en","primary_location":{"id":"doi:10.1049/hve.2019.0079","doi":"https://doi.org/10.1049/hve.2019.0079","is_oa":true,"landing_page_url":"https://doi.org/10.1049/hve.2019.0079","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1049/hve.2019.0079","source":{"id":"https://openalex.org/S4210222834","display_name":"High Voltage","issn_l":"2096-9813","issn":["2096-9813","2397-7264"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","norway-1","oarl","poland-20","russia-white-list-1"],"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"High Voltage","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1049/hve.2019.0079","any_repository_has_fulltext":true},"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":"Damira Pernebayeva","raw_affiliation_strings":["Department of Electrical and Computer Engineering, School of Engineering and Digital Sciences Nazarbayev University, Astana, Kazakhstan"],"raw_orcid":"https://orcid.org/0000-0002-9676-0164","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, School of Engineering and Digital Sciences Nazarbayev University, Astana, Kazakhstan","institution_ids":["https://openalex.org/I60559429"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060736222","display_name":"Aidana Irmanova","orcid":"https://orcid.org/0000-0003-3553-1509","observed_orcids":["https://orcid.org/0000-0003-3553-1509"]},"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":"Aidana Irmanova","raw_affiliation_strings":["Department of Electrical and Computer Engineering, School of Engineering and Digital Sciences Nazarbayev University, Astana, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, School of Engineering and Digital Sciences Nazarbayev University, 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":"Diana Sadykova","raw_affiliation_strings":["Department of Electrical and Computer Engineering, School of Engineering and Digital Sciences Nazarbayev University, Astana, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, School of Engineering and Digital Sciences Nazarbayev University, Astana, Kazakhstan","institution_ids":["https://openalex.org/I60559429"]}]},{"author_position":"middle","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":"Mehdi Bagheri","raw_affiliation_strings":["Department of Electrical and Computer Engineering, School of Engineering and Digital Sciences Nazarbayev University, Astana, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, School of Engineering and Digital Sciences Nazarbayev University, Astana, Kazakhstan","institution_ids":["https://openalex.org/I60559429"]}]},{"author_position":"last","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":true,"raw_author_name":"Alex James","raw_affiliation_strings":["Department of Electrical and Computer Engineering, School of Engineering and Digital Sciences Nazarbayev University, Astana, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, School of Engineering and Digital Sciences Nazarbayev University, Astana, Kazakhstan","institution_ids":["https://openalex.org/I60559429"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5017719665"],"corresponding_institution_ids":["https://openalex.org/I60559429"],"apc_list":{"value":2200,"currency":"USD","value_usd":2200},"apc_paid":{"value":2200,"currency":"USD","value_usd":2200},"fwci":3.7933,"has_fulltext":true,"cited_by_count":51,"citation_normalized_percentile":{"value":0.93584524,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"4","issue":"3","first_page":"178","last_page":"185"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13715","display_name":"Power Line Inspection Robots","score":0.513700008392334,"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":0.513700008392334,"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":0.41280001401901245,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.017899999395012856,"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/high-voltage-insulators","display_name":"high-voltage insulators","score":0.9120000004768372},{"id":"https://openalex.org/keywords/aerial-images","display_name":"aerial images","score":0.5899999737739563},{"id":"https://openalex.org/keywords/drone-inspection","display_name":"drone inspection","score":0.7509999871253967},{"id":"https://openalex.org/keywords/winter-conditions","display_name":"winter conditions","score":0.7590000033378601},{"id":"https://openalex.org/keywords/image-classification","display_name":"image classification","score":0.7749999761581421},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.9319999814033508},{"id":"https://openalex.org/keywords/feature-selection","display_name":"feature selection","score":0.7149999737739563},{"id":"https://openalex.org/keywords/insulator-condition-monitoring","display_name":"insulator condition monitoring","score":0.6119999885559082}],"concepts":[{"id":"https://openalex.org/C212702","wikidata":"https://www.wikidata.org/wiki/Q178150","display_name":"Insulator (electricity)","level":2,"score":0.7254987955093384},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.65020352602005},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6339784860610962},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6016604900360107},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5904916524887085},{"id":"https://openalex.org/C2776429412","wikidata":"https://www.wikidata.org/wiki/Q4688011","display_name":"Aerial image","level":3,"score":0.4993152618408203},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4475668668746948},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4382559359073639},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4235360324382782},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.3138313889503479},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.216451495885849},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.15845325589179993},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.11003303527832031}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1049/hve.2019.0079","doi":"https://doi.org/10.1049/hve.2019.0079","is_oa":true,"landing_page_url":"https://doi.org/10.1049/hve.2019.0079","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1049/hve.2019.0079","source":{"id":"https://openalex.org/S4210222834","display_name":"High Voltage","issn_l":"2096-9813","issn":["2096-9813","2397-7264"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","norway-1","oarl","poland-20","russia-white-list-1"],"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"High Voltage","raw_type":"journal-article"},{"id":"pmh:oai:nur.nu.edu.kz:123456789/4462","doi":null,"is_oa":true,"landing_page_url":"http://nur.nu.edu.kz/handle/123456789/4462","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":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Paper"},{"id":"pmh:oai:doaj.org/article:661b036d367d4cf99dbf701f3f680b82","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/661b036d367d4cf99dbf701f3f680b82","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"High Voltage (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1049/hve.2019.0079","doi":"https://doi.org/10.1049/hve.2019.0079","is_oa":true,"landing_page_url":"https://doi.org/10.1049/hve.2019.0079","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1049/hve.2019.0079","source":{"id":"https://openalex.org/S4210222834","display_name":"High Voltage","issn_l":"2096-9813","issn":["2096-9813","2397-7264"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","norway-1","oarl","poland-20","russia-white-list-1"],"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"High Voltage","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5378999710083008}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2964880918.pdf","grobid_xml":"https://content.openalex.org/works/W2964880918.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1526458608","https://openalex.org/W1817561967","https://openalex.org/W1975023184","https://openalex.org/W2017228516","https://openalex.org/W2099419611","https://openalex.org/W2123995147","https://openalex.org/W2138935082","https://openalex.org/W2142189103","https://openalex.org/W2147141800","https://openalex.org/W2163352848","https://openalex.org/W2163578548","https://openalex.org/W2168950858","https://openalex.org/W2253429366","https://openalex.org/W2466669747","https://openalex.org/W2509065115","https://openalex.org/W2512275158","https://openalex.org/W2749871042","https://openalex.org/W2760234283","https://openalex.org/W2789289179","https://openalex.org/W2789765159","https://openalex.org/W2793791460","https://openalex.org/W2807888105","https://openalex.org/W2885073348","https://openalex.org/W2886615324","https://openalex.org/W2887396171","https://openalex.org/W2905997937","https://openalex.org/W2912675002","https://openalex.org/W2913874452","https://openalex.org/W4238682690"],"related_works":["https://openalex.org/W2913874452","https://openalex.org/W3211042042","https://openalex.org/W2977798290","https://openalex.org/W3191007769","https://openalex.org/W4292388603","https://openalex.org/W3211292517","https://openalex.org/W4385517490","https://openalex.org/W4205228988","https://openalex.org/W2394015704","https://openalex.org/W3036259878"],"abstract_inverted_index":{"High":[0],"voltage":[1],"insulator":[2,31,97,128,135],"detection":[3],"and":[4,18,42,66,68,86,103,137],"monitoring":[5],"via":[6],"drone\u2010based":[7],"aerial":[8],"images":[9,95],"is":[10,56,72],"a":[11],"cost\u2010effective":[12],"alternative":[13],"in":[14,132],"extreme":[15],"winter":[16,36],"conditions":[17,26],"complex":[19],"terrains.":[20],"The":[21,106,124],"authors":[22],"examine":[23],"different":[24,47],"surface":[25,98],"of":[27,49,96,117,126],"the":[28,69,94,127,134],"outdoor":[29],"electrical":[30],"that":[32,109],"generally":[33],"occur":[34],"under":[35],"condition":[37],"using":[38],"image":[39],"processing":[40],"techniques":[41],"state\u2010of\u2010the\u2010art":[43],"classification":[44,50,122,125],"methods.":[45],"Two":[46],"types":[48],"approaches":[51],"are":[52,90],"compared:":[53],"one":[54],"method":[55,71],"based":[57,73],"on":[58,74],"neural":[59],"networks":[60],"(e.g.":[61,79],"CNN,":[62],"InceptionV3,":[63],"MobileNet,":[64],"VGG16,":[65],"ResNet50)":[67],"other":[70],"traditional":[75,110],"machine":[76,111],"learning":[77,112],"classifiers":[78],"Bayes":[80],"Net,":[81],"Decision":[82],"Tree,":[83],"Lazy,":[84],"Rules,":[85],"Meta":[87],"classifiers).":[88],"They":[89],"evaluated":[91],"to":[92,100],"discriminate":[93],"exposed":[99],"freezing,":[101],"wet,":[102],"snowing":[104],"conditions.":[105],"results":[107],"indicate":[108],"methods":[113],"with":[114],"proper":[115],"selection":[116],"features":[118],"can":[119],"show":[120],"high":[121],"accuracy.":[123],"surfaces":[129],"will":[130],"assist":[131],"determining":[133],"conditions,":[136],"take":[138],"preventive":[139],"measures":[140],"for":[141],"its":[142],"protection.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2019-08-13T00:00:00"}
