{"id":"https://openalex.org/W4412605465","doi":"https://doi.org/10.1109/tim.2025.3591852","title":"Quantum Parallel Transformer Model for Detecting Multiclass Insulator Faults","display_name":"Quantum Parallel Transformer Model for Detecting Multiclass Insulator Faults","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412605465","doi":"https://doi.org/10.1109/tim.2025.3591852"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2025.3591852","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3591852","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Instrumentation and Measurement","raw_type":"journal-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":null,"display_name":"Yijin Lin","orcid":"https://orcid.org/0009-0003-6138-3834"},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yijin Lin","raw_affiliation_strings":["College of Electrical Engineering, Guangxi University, Nanning, China"],"raw_orcid":"https://orcid.org/0009-0003-6138-3834","affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Guangxi University, Nanning, China","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"last","author":{"id":null,"display_name":"Linfei Yin","orcid":"https://orcid.org/0009-0006-8400-8094"},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linfei Yin","raw_affiliation_strings":["College of Electrical Engineering, Guangxi University, Nanning, China"],"raw_orcid":"https://orcid.org/0009-0006-8400-8094","affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Guangxi University, Nanning, China","institution_ids":["https://openalex.org/I150807315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9042,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.7602082,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"74","issue":null,"first_page":"1","last_page":"19"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9645000100135803,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10876","display_name":"Fault Detection and Control Systems","score":0.9645000100135803,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9193999767303467,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.543242871761322},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.46654748916625977},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4621480405330658},{"id":"https://openalex.org/keywords/insulator","display_name":"Insulator (electricity)","score":0.4134107828140259},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3660176992416382},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.31621623039245605},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.3066900670528412},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2535829544067383},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.1873558759689331},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.0889955461025238}],"concepts":[{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.543242871761322},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.46654748916625977},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4621480405330658},{"id":"https://openalex.org/C212702","wikidata":"https://www.wikidata.org/wiki/Q178150","display_name":"Insulator (electricity)","level":2,"score":0.4134107828140259},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3660176992416382},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.31621623039245605},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.3066900670528412},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2535829544067383},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.1873558759689331},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0889955461025238}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2025.3591852","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3591852","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4114195648","display_name":null,"funder_award_id":"AA22068071","funder_id":"https://openalex.org/F4320322768","funder_display_name":"Natural Science Foundation of Guangxi Province"},{"id":"https://openalex.org/G5140399578","display_name":null,"funder_award_id":"62463001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322768","display_name":"Natural Science Foundation of Guangxi Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W3100993230","https://openalex.org/W3205100603","https://openalex.org/W4224881312","https://openalex.org/W4280506386","https://openalex.org/W4280630824","https://openalex.org/W4282596355","https://openalex.org/W4287831373","https://openalex.org/W4293057111","https://openalex.org/W4293577719","https://openalex.org/W4295123323","https://openalex.org/W4302774545","https://openalex.org/W4312243195","https://openalex.org/W4312443937","https://openalex.org/W4313251766","https://openalex.org/W4315652593","https://openalex.org/W4319866011","https://openalex.org/W4320525814","https://openalex.org/W4321460075","https://openalex.org/W4360838197","https://openalex.org/W4365151137","https://openalex.org/W4375809620","https://openalex.org/W4377089756","https://openalex.org/W4378364194","https://openalex.org/W4380551670","https://openalex.org/W4380885327","https://openalex.org/W4381486766","https://openalex.org/W4383503678","https://openalex.org/W4385714579","https://openalex.org/W4385834357","https://openalex.org/W4386143523","https://openalex.org/W4386914133","https://openalex.org/W4387068191","https://openalex.org/W4387122278","https://openalex.org/W4387747426","https://openalex.org/W4388692020","https://openalex.org/W4389194644","https://openalex.org/W4390813567","https://openalex.org/W4391345764","https://openalex.org/W4391352826","https://openalex.org/W4392932987","https://openalex.org/W4394843232","https://openalex.org/W4394938927","https://openalex.org/W4399939593","https://openalex.org/W4400144847","https://openalex.org/W4400871870","https://openalex.org/W4401168332","https://openalex.org/W4401298387","https://openalex.org/W4401692510","https://openalex.org/W4402124970","https://openalex.org/W4402618489","https://openalex.org/W4403919744","https://openalex.org/W4405395275","https://openalex.org/W4406164454"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2544488502","https://openalex.org/W2581053080","https://openalex.org/W2148469718","https://openalex.org/W4361853929","https://openalex.org/W2377969116","https://openalex.org/W2353564203","https://openalex.org/W2967472286","https://openalex.org/W2390752221","https://openalex.org/W2864363823"],"abstract_inverted_index":{"The":[0,154],"mainstream":[1],"detection":[2,9,44,115,199,208],"model":[3,119],"suffers":[4],"from":[5],"low":[6],"insulator":[7,37,50,176],"fault":[8,29,51,203],"accuracy":[10],"caused":[11],"by":[12,120],"the":[13,16,25,75,78,112,118,122,149,158,162,169,175],"limitations":[14],"of":[15,19,28,117,152,161,172],"complex":[17,54],"background":[18],"unmanned":[20],"aerial":[21],"vehicle":[22],"images":[23],"and":[24,181,187],"large":[26],"variation":[27],"scales.":[30],"Therefore,":[31],"this":[32,57,131,166],"study":[33,58,132,167],"presents":[34],"a":[35,60,102,134,196],"multi-class":[36,49],"faults":[38,173,183],"DETR":[39],"(MCIF-DETR)":[40],"based":[41],"on":[42,98,174],"real-time":[43],"Transformer":[45],"(RT-DETR)":[46],"for":[47,143,168,201],"locating":[48],"regions":[52],"in":[53,139,165],"backgrounds.":[55],"Firstly,":[56],"proposes":[59],"multi-directional":[61],"feature":[62,104,128,144],"enhancement":[63],"module":[64],"to":[65,73,96,110,126,146,191],"reduce":[66],"information":[67,125],"loss":[68],"during":[69],"network":[70,81,92,107,138],"delivery.":[71],"Secondly,":[72],"address":[74],"problem":[76],"that":[77,157],"original":[79],"backbone":[80],"cannot":[82],"extract":[83],"target":[84,99,114],"features":[85],"effectively,":[86],"an":[87],"efficient":[88],"partially":[89],"reparameterized":[90],"convolutional":[91,136],"(EPRC-Net)":[93],"is":[94,108],"proposed":[95,109,164],"focus":[97],"features.":[100],"Then,":[101],"pyramidal":[103],"aggregation":[105],"distribution":[106],"enhance":[111],"multi-scale":[113],"capability":[116,151],"passing":[121],"aggregated":[123],"global":[124],"each":[127],"level.":[129],"Finally,":[130],"introduces":[133],"quantum":[135],"neural":[137],"parallel":[140],"with":[141],"EPRC-Net":[142],"extraction":[145],"further":[147],"augment":[148],"learning":[150],"MCIF-DETR.":[153],"results":[155],"indicate":[156],"average":[159],"precision":[160],"MCIF-DETR":[163,194],"three":[170],"classes":[171],"dataset":[177],"containing":[178],"breakage,":[179],"flashover,":[180],"drop":[182],"are":[184],"96.7%,":[185],"94.1%,":[186],"95.1%,":[188],"respectively.":[189],"Compared":[190],"existing":[192],"methods,":[193],"achieves":[195],"more":[197],"balanced":[198],"performance":[200],"different":[202],"types":[204],"while":[205],"maintaining":[206],"high":[207],"accuracy.":[209]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
