{"id":"https://openalex.org/W4394909977","doi":"https://doi.org/10.1109/tii.2024.3383524","title":"A Hybrid Physics-Based and Data-Driven Approach for Monitoring of Inverter-Fed Machine Stator Insulation Degradations Using Switching Oscillations","display_name":"A Hybrid Physics-Based and Data-Driven Approach for Monitoring of Inverter-Fed Machine Stator Insulation Degradations Using Switching Oscillations","publication_year":2024,"publication_date":"2024-04-18","ids":{"openalex":"https://openalex.org/W4394909977","doi":"https://doi.org/10.1109/tii.2024.3383524"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2024.3383524","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2024.3383524","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/A5006635936","display_name":"Hao Li","orcid":"https://orcid.org/0000-0003-0824-6518"},"institutions":[{"id":"https://openalex.org/I23632641","display_name":"Shanghai University of Electric Power","ror":"https://ror.org/02w4tny03","country_code":"CN","type":"education","lineage":["https://openalex.org/I23632641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Li","raw_affiliation_strings":["College of Electric Power Engineering, Shanghai University of Electric Power, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-0824-6518","affiliations":[{"raw_affiliation_string":"College of Electric Power Engineering, Shanghai University of Electric Power, Shanghai, China","institution_ids":["https://openalex.org/I23632641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101508847","display_name":"Junjie Yu","orcid":"https://orcid.org/0009-0002-4255-7811"},"institutions":[{"id":"https://openalex.org/I4210126065","display_name":"Shanghai Electric (China)","ror":"https://ror.org/0314qy595","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210126065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junjie Yu","raw_affiliation_strings":["Jiangjin Power Supply Branch, State Grid Chongqing Electric Power Company, Chongqing, China"],"raw_orcid":"https://orcid.org/0009-0002-4255-7811","affiliations":[{"raw_affiliation_string":"Jiangjin Power Supply Branch, State Grid Chongqing Electric Power Company, Chongqing, China","institution_ids":["https://openalex.org/I4210126065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035075306","display_name":"Dawei Xiang","orcid":"https://orcid.org/0000-0001-6151-8522"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dawei Xiang","raw_affiliation_strings":["Department of Electrical Engineering, College of Electronic and Information Engineering, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-6151-8522","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, College of Electronic and Information Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078013487","display_name":"Jialiang Han","orcid":"https://orcid.org/0009-0003-0435-4324"},"institutions":[{"id":"https://openalex.org/I23632641","display_name":"Shanghai University of Electric Power","ror":"https://ror.org/02w4tny03","country_code":"CN","type":"education","lineage":["https://openalex.org/I23632641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jialiang Han","raw_affiliation_strings":["College of Electric Power Engineering, Shanghai University of Electric Power, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0003-0435-4324","affiliations":[{"raw_affiliation_string":"College of Electric Power Engineering, Shanghai University of Electric Power, Shanghai, China","institution_ids":["https://openalex.org/I23632641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045371517","display_name":"Qi Wu","orcid":"https://orcid.org/0009-0003-5496-995X"},"institutions":[{"id":"https://openalex.org/I23632641","display_name":"Shanghai University of Electric Power","ror":"https://ror.org/02w4tny03","country_code":"CN","type":"education","lineage":["https://openalex.org/I23632641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Wu","raw_affiliation_strings":["College of Electric Power Engineering, Shanghai University of Electric Power, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0003-5496-995X","affiliations":[{"raw_affiliation_string":"College of Electric Power Engineering, Shanghai University of Electric Power, Shanghai, China","institution_ids":["https://openalex.org/I23632641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.077,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.86913676,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"20","issue":"7","first_page":"9527","last_page":"9538"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11343","display_name":"Power Transformer Diagnostics and Insulation","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11343","display_name":"Power Transformer Diagnostics and Insulation","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9955000281333923,"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/T10511","display_name":"High voltage insulation and dielectric phenomena","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/stator","display_name":"Stator","score":0.8532066941261292},{"id":"https://openalex.org/keywords/inverter","display_name":"Inverter","score":0.6553183794021606},{"id":"https://openalex.org/keywords/condition-monitoring","display_name":"Condition monitoring","score":0.5022933483123779},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.419585257768631},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.41880694031715393},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.38845038414001465},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.3848891258239746},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3834248483181},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3671570420265198},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.34959346055984497},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11354005336761475},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.09624728560447693}],"concepts":[{"id":"https://openalex.org/C2776529397","wikidata":"https://www.wikidata.org/wiki/Q190312","display_name":"Stator","level":2,"score":0.8532066941261292},{"id":"https://openalex.org/C11190779","wikidata":"https://www.wikidata.org/wiki/Q664575","display_name":"Inverter","level":3,"score":0.6553183794021606},{"id":"https://openalex.org/C2775846686","wikidata":"https://www.wikidata.org/wiki/Q643012","display_name":"Condition monitoring","level":2,"score":0.5022933483123779},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.419585257768631},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.41880694031715393},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.38845038414001465},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.3848891258239746},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3834248483181},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3671570420265198},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.34959346055984497},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11354005336761475},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.09624728560447693},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2024.3383524","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2024.3383524","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":[{"id":"https://metadata.un.org/sdg/7","score":0.7699999809265137,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G2658694514","display_name":null,"funder_award_id":"23QA1404000","funder_id":"https://openalex.org/F4320327803","funder_display_name":"Shanghai Rising-Star Program"},{"id":"https://openalex.org/G4653732943","display_name":null,"funder_award_id":"52177190","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6481507265","display_name":null,"funder_award_id":"22ZR1425400","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"}],"funders":[{"id":"https://openalex.org/F4320309612","display_name":"Natural Science Foundation of Shanghai","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320327803","display_name":"Shanghai Rising-Star Program","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1975660353","https://openalex.org/W2029070707","https://openalex.org/W2079376858","https://openalex.org/W2088302359","https://openalex.org/W2116135834","https://openalex.org/W2145223406","https://openalex.org/W2156258512","https://openalex.org/W2159707122","https://openalex.org/W2167178809","https://openalex.org/W2840040729","https://openalex.org/W2905248130","https://openalex.org/W2989818023","https://openalex.org/W3000384844","https://openalex.org/W3008819860","https://openalex.org/W3010105854","https://openalex.org/W3018715088","https://openalex.org/W3088843445","https://openalex.org/W3118920799","https://openalex.org/W3119915218","https://openalex.org/W3195600610","https://openalex.org/W3197203975","https://openalex.org/W3210882289","https://openalex.org/W4206290681","https://openalex.org/W4206612301","https://openalex.org/W4221081957","https://openalex.org/W4226019514","https://openalex.org/W4226428930","https://openalex.org/W4249619477","https://openalex.org/W4312518853","https://openalex.org/W4313203593","https://openalex.org/W4360995425","https://openalex.org/W4375929129","https://openalex.org/W4387789477"],"related_works":["https://openalex.org/W623794290","https://openalex.org/W2372255233","https://openalex.org/W2361693169","https://openalex.org/W2130828945","https://openalex.org/W2360961134","https://openalex.org/W2350949866","https://openalex.org/W2325040020","https://openalex.org/W2039525340","https://openalex.org/W1960586125","https://openalex.org/W2384039221"],"abstract_inverted_index":{"Inverter-fed":[0],"machines":[1],"are":[2,18],"widely":[3],"used":[4,92],"in":[5],"many":[6],"important":[7],"industrial":[8],"applications.":[9],"However,":[10],"the":[11,23,64,81,87,95,110,131,134],"machine":[12],"stator":[13,77],"groundwall":[14,111],"and/or":[15,112],"turn":[16,113],"insulation":[17,61,78,114],"prone":[19],"to":[20,32,42,59,71,76,93],"failure":[21],"suffering":[22],"inverter's":[24],"high":[25],"<italic":[26],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[27],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">dv/dt.</i>":[28],"It":[29],"is":[30,57,68,91,107],"necessary":[31],"identify":[33],"them":[34],"as":[35,37],"early":[36],"possible":[38],"but":[39],"challenging":[40],"due":[41],"their":[43],"coupled":[44],"and":[45,54,145],"weak":[46],"symptoms.":[47],"In":[48],"this":[49],"article,":[50],"a":[51,121],"hybrid":[52],"physics-based":[53],"data-driven":[55],"approach":[56],"proposed":[58,135],"monitor":[60],"degradations.":[62],"First,":[63],"physical":[65],"mechanism":[66],"analysis":[67],"carried":[69],"out":[70],"obtain":[72],"high-quality":[73],"data":[74],"sensitive":[75],"conditions,":[79],"i.e.,":[80],"high-frequency":[82],"common-mode":[83],"switching":[84,99],"oscillations.":[85,100],"Then,":[86],"continuous":[88],"wavelet":[89],"transform":[90],"extract":[94],"time-frequency":[96],"features":[97],"of":[98,133],"Finally,":[101],"an":[102],"improved":[103],"convolutional":[104],"neural":[105],"network":[106],"designed":[108],"for":[109,137],"faults":[115,139],"diagnosis.":[116],"The":[117],"experimental":[118],"results":[119],"on":[120],"3":[122],"kW":[123],"permanent":[124],"magnet":[125],"synchronous":[126],"motor":[127],"drive":[128],"system":[129],"demonstrate":[130],"effectiveness":[132],"method":[136],"multiple":[138],"diagnosis":[140],"with":[141],"excellent":[142],"sensitivity,":[143],"accuracy,":[144],"robustness.":[146]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
