{"id":"https://openalex.org/W4409473650","doi":"https://doi.org/10.1109/tii.2025.3555990","title":"A Mechanism-Guided Intelligent Enhancement Method for Early Aging Information of Winding Insulation","display_name":"A Mechanism-Guided Intelligent Enhancement Method for Early Aging Information of Winding Insulation","publication_year":2025,"publication_date":"2025-04-15","ids":{"openalex":"https://openalex.org/W4409473650","doi":"https://doi.org/10.1109/tii.2025.3555990"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2025.3555990","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2025.3555990","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","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":"https://openalex.org/A5076959560","display_name":"Yifu Ren","orcid":"https://orcid.org/0000-0003-3748-8356"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yifu Ren","raw_affiliation_strings":["Department of Electrical Engineering, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3748-8356","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069733071","display_name":"Dayong Zheng","orcid":"https://orcid.org/0000-0003-3860-5497"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dayong Zheng","raw_affiliation_strings":["School of Electrical Engineering, Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3860-5497","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007481683","display_name":"Yanyong Yang","orcid":"https://orcid.org/0000-0001-9649-3951"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanyong Yang","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, China University of Mining and Technology-Beijing, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-9649-3951","affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, China University of Mining and Technology-Beijing, Beijing, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003052424","display_name":"Qinghao Zhang","orcid":"https://orcid.org/0000-0001-8175-4266"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinghao Zhang","raw_affiliation_strings":["Department of Electrical Engineering, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8175-4266","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yuemao Dang","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuemao Dang","raw_affiliation_strings":["Department of Electrical Engineering, Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100410888","display_name":"Jianwei Li","orcid":"https://orcid.org/0000-0002-4799-2612"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianwei Li","raw_affiliation_strings":["School of Mechanical Engineering, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-4799-2612","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100677959","display_name":"Jun Shen","orcid":"https://orcid.org/0000-0001-8748-8085"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Shen","raw_affiliation_strings":["School of Mechanical Engineering, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8748-8085","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031222179","display_name":"Pinjia Zhang","orcid":"https://orcid.org/0000-0002-1288-956X"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pinjia Zhang","raw_affiliation_strings":["Department of Electrical Engineering, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-1288-956X","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5076959560"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":24.1975,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.99646845,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"21","issue":"7","first_page":"5440","last_page":"5450"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14011","display_name":"Elevator Systems and Control","score":0.9345999956130981,"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/T14011","display_name":"Elevator Systems and Control","score":0.9345999956130981,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.6839092969894409},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.41541916131973267},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3641374111175537},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12298420071601868}],"concepts":[{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.6839092969894409},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.41541916131973267},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3641374111175537},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12298420071601868},{"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:10.1109/tii.2025.3555990","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2025.3555990","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.699999988079071,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1638546598","display_name":null,"funder_award_id":"52407058","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1813426581","display_name":null,"funder_award_id":"GZB20240361","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G3148744344","display_name":null,"funder_award_id":"52437004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G415425743","display_name":null,"funder_award_id":"52225702","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7362761313","display_name":null,"funder_award_id":"2024M751687","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W2029070707","https://openalex.org/W2471565065","https://openalex.org/W2565410907","https://openalex.org/W2584576273","https://openalex.org/W2904209271","https://openalex.org/W2904851779","https://openalex.org/W2905248130","https://openalex.org/W2944222783","https://openalex.org/W2960492309","https://openalex.org/W3008819860","https://openalex.org/W3037611653","https://openalex.org/W3048260201","https://openalex.org/W3088843445","https://openalex.org/W3095895769","https://openalex.org/W3118920799","https://openalex.org/W3197590387","https://openalex.org/W3210882289","https://openalex.org/W4220914098","https://openalex.org/W4308475787","https://openalex.org/W4313420569","https://openalex.org/W4321512252","https://openalex.org/W4323358415","https://openalex.org/W4328103202","https://openalex.org/W4365130537","https://openalex.org/W4365459836","https://openalex.org/W4378841604","https://openalex.org/W4382464026","https://openalex.org/W4385568148","https://openalex.org/W4393929300","https://openalex.org/W4394909977","https://openalex.org/W4396629583","https://openalex.org/W4400314575","https://openalex.org/W4400646653","https://openalex.org/W4400969973","https://openalex.org/W4401567690","https://openalex.org/W4401612542","https://openalex.org/W4402895021","https://openalex.org/W4403909482","https://openalex.org/W4405219492","https://openalex.org/W6780961924"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4404995717","https://openalex.org/W2016187641","https://openalex.org/W4404725684","https://openalex.org/W4246450666","https://openalex.org/W4388998267","https://openalex.org/W4409278740","https://openalex.org/W2898370298"],"abstract_inverted_index":{"Early":[0],"aging":[1,14,53,76,81,106,111,137,195],"diagnosis":[2,33,147,162,196],"of":[3,22,75,121,149,164,198],"winding":[4,199],"insulation":[5,10,135,150],"is":[6,68,102,130],"crucial":[7],"for":[8,29,51,91,160],"preventing":[9],"failures.":[11],"However,":[12],"early":[13,52,110,136,151,165,194],"suffers":[15],"from":[16],"unclear":[17],"mechanisms":[18],"and":[19,31,109,145],"weak":[20],"changes":[21],"electrical":[23],"parameters,":[24],"which":[25,70,105,187],"makes":[26],"it":[27],"difficult":[28],"mechanism":[30,64,77,89,107],"intelligent":[32,48],"approaches":[34],"to":[35,85,132,141],"achieve":[36,142],"effective":[37,63],"modeling.":[38],"To":[39],"address":[40],"this":[41,43],"issue,":[42],"article":[44],"proposes":[45],"a":[46,97,126,157,171],"mechanism-guided":[47,123,127],"enhancement":[49],"method":[50,155],"information":[54,112],"based":[55],"on":[56,170],"the":[57,87,92,118,122,134,161,184,189,193],"common-mode":[58],"impedance":[59],"spectrum.":[60],"First,":[61],"an":[62],"knowledge":[65,94,99],"focusing":[66],"strategy":[67,101],"proposed,":[69],"can":[71],"effectively":[72],"alleviate":[73],"coupling":[74],"features":[78,90,108],"under":[79],"different":[80],"types,":[82],"so":[83,139],"as":[84,140],"provide":[86],"pure":[88],"dynamic":[93,98],"matching.":[95],"Then,":[96],"matching":[100],"presented,":[103],"by":[104],"are":[113],"reliably":[114],"matched,":[115],"thereby":[116],"supporting":[117],"strong":[119],"generalization":[120],"reconstruction.":[124],"Finally,":[125],"reconstruction":[128],"network":[129],"constructed":[131],"enhance":[133],"information,":[138],"high":[143],"accuracy":[144],"strong-generalization":[146],"modeling":[148,163],"aging.":[152,166],"Notably,":[153],"our":[154,181],"provides":[156],"promising":[158],"solution":[159],"The":[167],"experimental":[168],"results":[169],"4-kW":[172],"permanent":[173],"magnet":[174],"synchronous":[175],"motor":[176],"drive":[177],"system":[178],"demonstrate":[179],"that":[180],"work":[182],"outperforms":[183],"existing":[185],"methods,":[186],"achieves":[188],"60.74%":[190],"reduction":[191],"in":[192],"error":[197],"insulation.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":16},{"year":2025,"cited_by_count":6}],"updated_date":"2026-04-24T08:23:43.765630","created_date":"2025-10-10T00:00:00"}