{"id":"https://openalex.org/W4402673180","doi":"https://doi.org/10.1109/ojcs.2024.3465430","title":"AE-YOLOv5 for Detection of Power Line Insulator Defects","display_name":"AE-YOLOv5 for Detection of Power Line Insulator Defects","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402673180","doi":"https://doi.org/10.1109/ojcs.2024.3465430"},"language":"en","primary_location":{"id":"doi:10.1109/ojcs.2024.3465430","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcs.2024.3465430","pdf_url":null,"source":{"id":"https://openalex.org/S4210176459","display_name":"IEEE Open Journal of the Computer Society","issn_l":"2644-1268","issn":["2644-1268"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Open Journal of the Computer Society","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/ojcs.2024.3465430","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084230915","display_name":"Wei Shen","orcid":"https://orcid.org/0000-0001-8159-5728"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wei Shen","raw_affiliation_strings":["Metrological Verification and Testing Institute of Jiaxing, Jiaxing, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Metrological Verification and Testing Institute of Jiaxing, Jiaxing, Zhejiang, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048661580","display_name":"Ming Fang","orcid":"https://orcid.org/0000-0003-3557-8323"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ming Fang","raw_affiliation_strings":["Metrological Verification and Testing Institute of Jiaxing, Jiaxing, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Metrological Verification and Testing Institute of Jiaxing, Jiaxing, Zhejiang, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100631226","display_name":"Yuxia Wang","orcid":"https://orcid.org/0000-0002-8339-8661"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuxia Wang","raw_affiliation_strings":["Metrological Verification and Testing Institute of Jiaxing, Jiaxing, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Metrological Verification and Testing Institute of Jiaxing, Jiaxing, Zhejiang, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021306602","display_name":"Jiafeng Xiao","orcid":"https://orcid.org/0009-0002-6318-2756"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiafeng Xiao","raw_affiliation_strings":["Metrological Verification and Testing Institute of Jiaxing, Jiaxing, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Metrological Verification and Testing Institute of Jiaxing, Jiaxing, Zhejiang, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020984445","display_name":"Huangqun Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Huangqun Chen","raw_affiliation_strings":["Metrological Verification and Testing Institute of Jiaxing, Jiaxing, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Metrological Verification and Testing Institute of Jiaxing, Jiaxing, Zhejiang, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114686011","display_name":"Weifeng Zhang","orcid":"https://orcid.org/0000-0001-7954-9298"},"institutions":[{"id":"https://openalex.org/I4210092870","display_name":"Jiaxing University","ror":"https://ror.org/00j2a7k55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092870"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weifeng Zhang","raw_affiliation_strings":["College of Information Science and Engineering, Jiaxing University, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0001-7954-9298","affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Jiaxing University, Zhejiang, China","institution_ids":["https://openalex.org/I4210092870"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038477095","display_name":"Xi Li","orcid":"https://orcid.org/0009-0005-6748-0023"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Li","raw_affiliation_strings":["State Grid Corporation of China, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Corporation of China, Beijing, China","institution_ids":["https://openalex.org/I17442442"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1750,"currency":"USD","value_usd":1750},"apc_paid":{"value":1750,"currency":"USD","value_usd":1750},"fwci":1.2671,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.77100122,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"5","issue":null,"first_page":"468","last_page":"479"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14156","display_name":"Engineering Applied Research","score":0.9156000018119812,"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"}},"topics":[{"id":"https://openalex.org/T14156","display_name":"Engineering Applied Research","score":0.9156000018119812,"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/insulator","display_name":"Insulator (electricity)","score":0.5732787847518921},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.4403475224971771},{"id":"https://openalex.org/keywords/line","display_name":"Line (geometry)","score":0.4284325838088989},{"id":"https://openalex.org/keywords/nuclear-engineering","display_name":"Nuclear engineering","score":0.3535177707672119},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3209435045719147},{"id":"https://openalex.org/keywords/optoelectronics","display_name":"Optoelectronics","score":0.256858229637146},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17904475331306458},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13262298703193665}],"concepts":[{"id":"https://openalex.org/C212702","wikidata":"https://www.wikidata.org/wiki/Q178150","display_name":"Insulator (electricity)","level":2,"score":0.5732787847518921},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.4403475224971771},{"id":"https://openalex.org/C198352243","wikidata":"https://www.wikidata.org/wiki/Q37105","display_name":"Line (geometry)","level":2,"score":0.4284325838088989},{"id":"https://openalex.org/C116915560","wikidata":"https://www.wikidata.org/wiki/Q83504","display_name":"Nuclear engineering","level":1,"score":0.3535177707672119},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3209435045719147},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.256858229637146},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17904475331306458},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13262298703193665},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ojcs.2024.3465430","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcs.2024.3465430","pdf_url":null,"source":{"id":"https://openalex.org/S4210176459","display_name":"IEEE Open Journal of the Computer Society","issn_l":"2644-1268","issn":["2644-1268"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Open Journal of the Computer Society","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:09ab159c751147739a4472d64f16a4c0","is_oa":true,"landing_page_url":"https://doaj.org/article/09ab159c751147739a4472d64f16a4c0","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,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Open Journal of the Computer Society, Vol 5, Pp 468-479 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/ojcs.2024.3465430","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcs.2024.3465430","pdf_url":null,"source":{"id":"https://openalex.org/S4210176459","display_name":"IEEE Open Journal of the Computer Society","issn_l":"2644-1268","issn":["2644-1268"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Open Journal of the Computer Society","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.800000011920929}],"awards":[{"id":"https://openalex.org/G5606272954","display_name":null,"funder_award_id":"2022M720569","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1861492603","https://openalex.org/W1902237438","https://openalex.org/W2018622255","https://openalex.org/W2137426486","https://openalex.org/W2539675563","https://openalex.org/W2565639579","https://openalex.org/W2625853594","https://openalex.org/W2735541388","https://openalex.org/W2746314669","https://openalex.org/W2752782242","https://openalex.org/W2804989318","https://openalex.org/W2889358773","https://openalex.org/W2889985731","https://openalex.org/W2897772777","https://openalex.org/W2943878449","https://openalex.org/W2963037989","https://openalex.org/W2963857746","https://openalex.org/W2992308087","https://openalex.org/W3018757597","https://openalex.org/W3034552520","https://openalex.org/W3096609285","https://openalex.org/W3099319035","https://openalex.org/W3131825083","https://openalex.org/W3200605425","https://openalex.org/W4287849806","https://openalex.org/W4295122658","https://openalex.org/W4312183515","https://openalex.org/W4312243195","https://openalex.org/W4313591552","https://openalex.org/W4322625282","https://openalex.org/W4323351162","https://openalex.org/W4361987258","https://openalex.org/W4385245566","https://openalex.org/W4386076325","https://openalex.org/W4386264068","https://openalex.org/W4386419494","https://openalex.org/W4386498395","https://openalex.org/W4391164218","https://openalex.org/W4394627375","https://openalex.org/W4399743321","https://openalex.org/W4399939593","https://openalex.org/W6743428213","https://openalex.org/W6745136726","https://openalex.org/W6752378368","https://openalex.org/W6755069753","https://openalex.org/W6777046832","https://openalex.org/W6843101492"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4402299999","https://openalex.org/W4246450666","https://openalex.org/W4388998267","https://openalex.org/W2898370298","https://openalex.org/W2137437058","https://openalex.org/W2884249467","https://openalex.org/W4390401159","https://openalex.org/W2744391499"],"abstract_inverted_index":{"The":[0,155],"power":[1,6,18,27,62,169],"transmission":[2,28,40],"network,":[3,41],"which":[4],"delivers":[5],"energy":[7],"from":[8,152],"generator":[9],"to":[10,34,49,57,71,114,128],"customers,":[11],"plays":[12],"an":[13,68],"important":[14],"role":[15],"in":[16,25,43,79,172],"the":[17,26,35,38,110,130,137],"grid.":[19],"Insulator":[20],"is":[21,125],"a":[22,102,121,149],"basic":[23],"component":[24],"network.":[29],"Its":[30],"defects":[31,65,78,167],"may":[32],"lead":[33],"paralysis":[36],"of":[37,61,112,139,168],"entire":[39],"resulting":[42],"serious":[44],"electricity":[45],"accidents.":[46],"Therefore,":[47],"how":[48],"use":[50],"artificial":[51],"intelligence":[52],"and":[53,106,146,164],"other":[54],"emerging":[55],"technologies":[56],"realize":[58],"automatic":[59],"detection":[60],"line":[63,170],"insulator":[64,77],"has":[66],"become":[67],"urgent":[69],"problem":[70],"be":[72],"solved.":[73],"To":[74,135],"accurately":[75,165],"detect":[76,166],"complex":[80],"environment,":[81],"this":[82],"article":[83],"proposes":[84],"Attention":[85,104,123],"Enhanced":[86],"YOLOv5":[87,96,113],"(AE-YOLOv5)":[88],"by":[89],"inserting":[90],"visual":[91],"attention":[92],"modules":[93],"into":[94,109],"original":[95],"model.":[97],"In":[98],"particular,":[99],"we":[100,143],"design":[101],"Channel-Spatial":[103],"module":[105,124],"plug":[107],"it":[108],"backbone":[111],"enhance":[115,129],"its":[116],"representation":[117],"learning":[118],"ability.":[119],"Furthermore,":[120],"Multi-scale":[122],"also":[126],"proposed":[127,141],"Feature":[131],"Pyramid":[132],"Network":[133],"(FPN).":[134],"validate":[136],"efficacy":[138],"our":[140,160],"model,":[142],"conducted":[144],"training":[145],"testing":[147],"on":[148],"dataset":[150],"collected":[151],"real-world":[153],"scenarios.":[154],"experimental":[156],"results":[157],"demonstrate":[158],"that":[159],"model":[161],"can":[162],"effectively":[163],"insulators":[171],"real-time.":[173]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}