{"id":"https://openalex.org/W2914683845","doi":"https://doi.org/10.1109/cisp-bmei.2018.8633245","title":"Detection and Recognition for Fault Insulator Based on Deep Learning","display_name":"Detection and Recognition for Fault Insulator Based on Deep Learning","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2914683845","doi":"https://doi.org/10.1109/cisp-bmei.2018.8633245","mag":"2914683845"},"language":"en","primary_location":{"id":"doi:10.1109/cisp-bmei.2018.8633245","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei.2018.8633245","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 11th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","raw_type":"proceedings-article"},"type":"article","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/A5100633735","display_name":"Yongli Wang","orcid":"https://orcid.org/0000-0003-2219-067X"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yongli Wang","raw_affiliation_strings":["State Grid Shanxi Electric Power Research Institute, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"State Grid Shanxi Electric Power Research Institute, Xi'an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071672943","display_name":"Jiao Wang","orcid":"https://orcid.org/0000-0001-9439-3893"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiao Wang","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048293972","display_name":"Feng Gao","orcid":"https://orcid.org/0000-0002-4969-5195"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Feng Gao","raw_affiliation_strings":["State Grid Shanxi Electric Power Research Institute, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"State Grid Shanxi Electric Power Research Institute, Xi'an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034737316","display_name":"Panfeng Hu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Panfeng Hu","raw_affiliation_strings":["Shaanxi Provincial Electric Power Company, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Shaanxi Provincial Electric Power Company, Xi'an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100342442","display_name":"Xu Li","orcid":"https://orcid.org/0000-0002-1622-2076"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li Xu","raw_affiliation_strings":["State Grid Shanxi Electric Power Research Institute, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"State Grid Shanxi Electric Power Research Institute, Xi'an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100409994","display_name":"Jian Zhang","orcid":"https://orcid.org/0000-0002-7240-3541"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jian Zhang","raw_affiliation_strings":["State Grid Shanxi Electric Power Research Institute, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"State Grid Shanxi Electric Power Research Institute, Xi'an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007223056","display_name":"Yiliang Yu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yiliang Yu","raw_affiliation_strings":["Shaanxi Provincial Electric Power Company, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Shaanxi Provincial Electric Power Company, Xi'an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109243792","display_name":"Jun Xue","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jun Xue","raw_affiliation_strings":["Shaanxi Provincial Electric Power Company, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Shaanxi Provincial Electric Power Company, Xi'an, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100641147","display_name":"Jianqing Li","orcid":"https://orcid.org/0000-0001-9524-4291"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianqing Li","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5100633735"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.3966,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.91721792,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11609","display_name":"Geophysical Methods and Applications","score":0.9843000173568726,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T11609","display_name":"Geophysical Methods and Applications","score":0.9843000173568726,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T10036","display_name":"Advanced Neural Network Applications","score":0.9807999730110168,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12597","display_name":"Fire Detection and Safety Systems","score":0.978600025177002,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/insulator","display_name":"Insulator (electricity)","score":0.8275588750839233},{"id":"https://openalex.org/keywords/electric-power-transmission","display_name":"Electric power transmission","score":0.741474986076355},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6466106176376343},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6320865750312805},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5611612796783447},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5391488671302795},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.48076340556144714},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37312090396881104},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3332482576370239},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.2642741799354553},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2431742250919342}],"concepts":[{"id":"https://openalex.org/C212702","wikidata":"https://www.wikidata.org/wiki/Q178150","display_name":"Insulator (electricity)","level":2,"score":0.8275588750839233},{"id":"https://openalex.org/C140311924","wikidata":"https://www.wikidata.org/wiki/Q200928","display_name":"Electric power transmission","level":2,"score":0.741474986076355},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6466106176376343},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6320865750312805},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5611612796783447},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5391488671302795},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.48076340556144714},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37312090396881104},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3332482576370239},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.2642741799354553},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2431742250919342}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cisp-bmei.2018.8633245","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei.2018.8633245","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 11th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1903029394","https://openalex.org/W1960289438","https://openalex.org/W2097117768","https://openalex.org/W2100495367","https://openalex.org/W2112796928","https://openalex.org/W2116360511","https://openalex.org/W2163605009","https://openalex.org/W2183182206","https://openalex.org/W2193145675","https://openalex.org/W2407521645","https://openalex.org/W2613718673","https://openalex.org/W2618530766","https://openalex.org/W2804989318","https://openalex.org/W2963037989","https://openalex.org/W3106250896"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2611989081","https://openalex.org/W2544488502","https://openalex.org/W4230611425","https://openalex.org/W2731899572","https://openalex.org/W4304166257","https://openalex.org/W4360995741","https://openalex.org/W4200004107","https://openalex.org/W2113932228","https://openalex.org/W4388819619"],"abstract_inverted_index":{"Insulators":[0],"are":[1],"exerting":[2],"an":[3,17,31],"important":[4,18],"influence":[5],"in":[6],"transmission":[7,61,132],"lines.":[8,62],"The":[9,101],"timely":[10],"detection":[11,48],"of":[12,24,108,129],"insulator":[13,86,98,109],"explosion":[14,111],"defects":[15],"is":[16,50,71,88,99],"guarantee":[19],"for":[20],"the":[21,35,57,60,68,82,84,91,97,106,122,127,130],"safe":[22],"operation":[23],"power":[25,131],"systems.":[26],"This":[27],"paper":[28],"puts":[29],"forward":[30],"algorithm":[32],"that":[33,105],"detect":[34],"insulators'":[36],"self-detonation":[37],"defect":[38],"based":[39,113],"on":[40,59,114],"deep":[41,115],"learning.":[42],"First,":[43],"a":[44,64,76],"Faster":[45],"R-CNN":[46],"target":[47],"network":[49,93],"used":[51],"to":[52,67,94],"quickly":[53],"classify":[54],"and":[55,121],"locate":[56],"insulators":[58,70],"Then,":[63],"semantic":[65],"segmentation":[66],"located":[69],"carried":[72],"out":[73],"by":[74],"constructing":[75],"full":[77],"convolutions":[78],"neural":[79],"network.":[80],"In":[81],"end,":[83],"finished":[85],"image":[87],"input":[89],"into":[90],"classification":[92],"judge":[95],"whether":[96],"burst.":[100],"experimental":[102],"results":[103],"show":[104],"accuracy":[107],"fault":[110],"recognition":[112],"learning":[116],"reaches":[117],"more":[118],"than":[119],"99%,":[120],"intelligent":[123],"design":[124],"effectively":[125],"improves":[126],"efficiency":[128],"system.":[133]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}