{"id":"https://openalex.org/W4400740970","doi":"https://doi.org/10.1088/1742-6596/2774/1/012035","title":"Research on Anti-breakage Target Detection Method of Transmission Line based on Improved YOLOv5","display_name":"Research on Anti-breakage Target Detection Method of Transmission Line based on Improved YOLOv5","publication_year":2024,"publication_date":"2024-07-01","ids":{"openalex":"https://openalex.org/W4400740970","doi":"https://doi.org/10.1088/1742-6596/2774/1/012035"},"language":"en","primary_location":{"id":"doi:10.1088/1742-6596/2774/1/012035","doi":"https://doi.org/10.1088/1742-6596/2774/1/012035","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/2774/1/012035","pdf_url":null,"source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1088/1742-6596/2774/1/012035","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100686415","display_name":"Wentao Chen","orcid":"https://orcid.org/0000-0003-3273-8010","observed_orcids":["https://orcid.org/0000-0003-3273-8010"]},"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":"Wentao Chen","raw_affiliation_strings":["State Grid Xinjiang Electric Power Co., Ltd. Electric Power Science Research Institute, Urumqi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Xinjiang Electric Power Co., Ltd. Electric Power Science Research Institute, Urumqi, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115595944","display_name":"Yang Ding","orcid":"https://orcid.org/0000-0002-6778-399X","observed_orcids":["https://orcid.org/0000-0002-6778-399X"]},"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":"Yang Ding","raw_affiliation_strings":["State Grid Xinjiang Electric Power Co., Ltd. Electric Power Science Research Institute, Urumqi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Xinjiang Electric Power Co., Ltd. Electric Power Science Research Institute, Urumqi, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112599165","display_name":"Menghao Lin","orcid":null,"observed_orcids":[]},"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":"Menghao Lin","raw_affiliation_strings":["State Grid Xinjiang Electric Power Co., Ltd. Electric Power Science Research Institute, Urumqi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Xinjiang Electric Power Co., Ltd. Electric Power Science Research Institute, Urumqi, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103095524","display_name":"Hui Song","orcid":"https://orcid.org/0000-0001-8703-3224","observed_orcids":["https://orcid.org/0000-0001-8703-3224"]},"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":"Hui Song","raw_affiliation_strings":["State Grid Xinjiang Electric Power Co., Ltd. Electric Power Science Research Institute, Urumqi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Xinjiang Electric Power Co., Ltd. Electric Power Science Research Institute, Urumqi, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107952554","display_name":"Tong Li","orcid":"https://orcid.org/0009-0008-3779-5966","observed_orcids":["https://orcid.org/0009-0008-3779-5966"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tong Li","raw_affiliation_strings":["Xinjiang Power Transmission and Transformation Co., Ltd, Urumqi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xinjiang Power Transmission and Transformation Co., Ltd, Urumqi, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113293202","display_name":"Songbai Gong","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Songbai Gong","raw_affiliation_strings":["Xinjiang North-West Star Information Technology Co., Ltd, Urumqi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xinjiang North-West Star Information Technology Co., Ltd, Urumqi, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.3712,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.92508837,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"2774","issue":"1","first_page":"012035","last_page":"012035"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13715","display_name":"Power Line Inspection Robots","score":0.7685999870300293,"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":0.7685999870300293,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.22689999639987946,"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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.0010000000474974513,"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/yolov5","display_name":"YOLOv5","score":0.781000018119812},{"id":"https://openalex.org/keywords/lightweight-object-detection","display_name":"lightweight object detection","score":0.7649999856948853},{"id":"https://openalex.org/keywords/mobilenetv3","display_name":"MobileNetV3","score":0.7990000247955322},{"id":"https://openalex.org/keywords/eca-attention-mechanism","display_name":"ECA attention mechanism","score":0.8759999871253967},{"id":"https://openalex.org/keywords/edge-deployment","display_name":"edge deployment","score":0.8059999942779541},{"id":"https://openalex.org/keywords/real-time-detection","display_name":"real-time detection","score":0.6869999766349792},{"id":"https://openalex.org/keywords/power-system-security","display_name":"power system security","score":0.8339999914169312}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.709067702293396},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.6808608174324036},{"id":"https://openalex.org/C33441834","wikidata":"https://www.wikidata.org/wiki/Q693004","display_name":"Transmission line","level":2,"score":0.6605067253112793},{"id":"https://openalex.org/C140311924","wikidata":"https://www.wikidata.org/wiki/Q200928","display_name":"Electric power transmission","level":2,"score":0.5681039094924927},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.48404067754745483},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4470922648906708},{"id":"https://openalex.org/C198352243","wikidata":"https://www.wikidata.org/wiki/Q37105","display_name":"Line (geometry)","level":2,"score":0.4242759346961975},{"id":"https://openalex.org/C2778156585","wikidata":"https://www.wikidata.org/wiki/Q174053","display_name":"Relay","level":3,"score":0.4212576746940613},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.4103284180164337},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.38427338004112244},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3456421494483948},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.32502615451812744},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2682574391365051},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.25739213824272156},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18192067742347717},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.18142461776733398},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.09159576892852783},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07173588871955872},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1088/1742-6596/2774/1/012035","doi":"https://doi.org/10.1088/1742-6596/2774/1/012035","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/2774/1/012035","pdf_url":null,"source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1088/1742-6596/2774/1/012035","doi":"https://doi.org/10.1088/1742-6596/2774/1/012035","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/2774/1/012035","pdf_url":null,"source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":1.0}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W2897772777","https://openalex.org/W3215026128","https://openalex.org/W4200466552","https://openalex.org/W4280611010","https://openalex.org/W4309026313","https://openalex.org/W4366505345","https://openalex.org/W4385273301","https://openalex.org/W4386933777","https://openalex.org/W4388332364"],"related_works":["https://openalex.org/W4403759028","https://openalex.org/W4400726937","https://openalex.org/W4315780076","https://openalex.org/W4286215409","https://openalex.org/W4400898112","https://openalex.org/W4417250553","https://openalex.org/W4400984168","https://openalex.org/W4220856843","https://openalex.org/W7167041401","https://openalex.org/W4395695890"],"abstract_inverted_index":{"Abstract":[0],"Illegal":[1],"construction":[2],"operations":[3],"and":[4,18,48,63,162,174],"sudden":[5],"outbursts":[6],"in":[7,72],"transmission":[8,22,31,69,79,185],"corridor":[9],"protection":[10],"areas":[11],"pose":[12],"a":[13,49,78,95,158,163],"threat":[14],"to":[15,28,35,56,99,113,130,137],"the":[16,30,58,66,89,101,115,124,132,135,144,148,154,170,178],"safe":[17],"stable":[19],"operation":[20],"of":[21,60,68,118,134,147,166,180,184],"lines.":[23],"It":[24],"is":[25,92,108,128,169],"very":[26],"important":[27],"identify":[29],"line":[32,70,80],"breakage":[33],"risk":[34,67,182],"guarantee":[36],"power":[37],"grid":[38],"security.":[39],"The":[40,105],"existing":[41],"target":[42],"detection":[43,82],"model":[44,102,136],"has":[45,157],"many":[46],"parameters":[47],"large":[50],"capacity,":[51],"which":[52,168],"makes":[53],"it":[54],"difficult":[55],"implement":[57],"deployment":[59],"edge":[61,189],"terminals":[62],"cannot":[64],"detect":[65],"outbreaks":[71],"real":[73],"time.":[74],"This":[75],"paper":[76],"proposed":[77,155],"anti-breach":[81],"method":[83,156],"based":[84,187],"on":[85,139,188],"improved":[86],"YOLOv5.":[87],"Firstly,":[88],"CSPdarknet53":[90],"module":[91,98,107,112],"replaced":[93,109],"with":[94],"lightweight":[96],"MobilenetV3":[97],"reduce":[100],"parameter":[103,160],"number.":[104],"SPP":[106],"by":[110],"SimSPPF":[111],"realize":[114],"fast":[116],"conversion":[117],"multi-scale":[119],"image":[120],"convolution":[121],"features.":[122],"Finally,":[123],"ECA":[125],"attention":[126],"mechanism":[127],"introduced":[129],"improve":[131],"ability":[133],"focus":[138],"key":[140],"features,":[141],"thereby":[142],"improving":[143],"overall":[145,172],"performance":[146],"model.":[149],"Experiment":[150],"results":[151],"show":[152],"that":[153],"smaller":[159],"number":[161],"mAP":[164],"value":[165],"97.77%,":[167],"best":[171],"performance,":[173],"provides":[175],"support":[176],"for":[177],"realization":[179],"outbreak":[181],"warning":[183],"lines":[186],"intelligence.":[190]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2024-07-18T00:00:00"}
