{"id":"https://openalex.org/W4312868663","doi":"https://doi.org/10.1109/tie.2022.3229391","title":"A New Data-Driven Diagnosis Method for Mixed Eccentricity in External Rotor Permanent Magnet Motors","display_name":"A New Data-Driven Diagnosis Method for Mixed Eccentricity in External Rotor Permanent Magnet Motors","publication_year":2022,"publication_date":"2022-12-20","ids":{"openalex":"https://openalex.org/W4312868663","doi":"https://doi.org/10.1109/tie.2022.3229391"},"language":"en","primary_location":{"id":"doi:10.1109/tie.2022.3229391","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2022.3229391","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"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 Electronics","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/A5023622487","display_name":"Shengsen Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144102","display_name":"Wuhu Hit Robot Technology Research Institute","ror":"https://ror.org/049w4dp92","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210144102"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shengsen Zhou","raw_affiliation_strings":["Harbin Institute of Technology-Weihai, Weihai, China","HIT Wuhu Robot Technology Research Institute, Wuhu, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology-Weihai, Weihai, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"HIT Wuhu Robot Technology Research Institute, Wuhu, China","institution_ids":["https://openalex.org/I4210144102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101639303","display_name":"Conggan Ma","orcid":"https://orcid.org/0000-0002-0292-7702"},"institutions":[{"id":"https://openalex.org/I4210144102","display_name":"Wuhu Hit Robot Technology Research Institute","ror":"https://ror.org/049w4dp92","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210144102"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Conggan Ma","raw_affiliation_strings":["Harbin Institute of Technology-Weihai, Weihai, China","HIT Wuhu Robot Technology Research Institute, Wuhu, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology-Weihai, Weihai, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"HIT Wuhu Robot Technology Research Institute, Wuhu, China","institution_ids":["https://openalex.org/I4210144102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100388803","display_name":"Yanyan Wang","orcid":"https://orcid.org/0000-0001-6801-3068"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanyan Wang","raw_affiliation_strings":["Harbin Institute of Technology-Weihai, Weihai, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology-Weihai, Weihai, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089438704","display_name":"Dafang Wang","orcid":"https://orcid.org/0000-0002-4699-8764"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dafang Wang","raw_affiliation_strings":["Harbin Institute of Technology-Weihai, Weihai, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology-Weihai, Weihai, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029708754","display_name":"Yuling He","orcid":"https://orcid.org/0000-0003-2719-8128"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu-Ling He","raw_affiliation_strings":["Department of Mechanical Engineering, North China Electric Power University, Baoding, China"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, North China Electric Power University, Baoding, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102742164","display_name":"Feifei Bu","orcid":"https://orcid.org/0000-0002-1611-3910"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feifei Bu","raw_affiliation_strings":["Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100432573","display_name":"Ming Wang","orcid":"https://orcid.org/0000-0002-6641-3700"},"institutions":[{"id":"https://openalex.org/I4210144102","display_name":"Wuhu Hit Robot Technology Research Institute","ror":"https://ror.org/049w4dp92","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210144102"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Wang","raw_affiliation_strings":["Harbin Institute of Technology-Weihai, Weihai, China","HIT Wuhu Robot Technology Research Institute, Wuhu, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology-Weihai, Weihai, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"HIT Wuhu Robot Technology Research Institute, Wuhu, China","institution_ids":["https://openalex.org/I4210144102"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5023622487"],"corresponding_institution_ids":["https://openalex.org/I204983213","https://openalex.org/I4210144102"],"apc_list":null,"apc_paid":null,"fwci":1.9339,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.86163899,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"70","issue":"11","first_page":"11659","last_page":"11669"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10278","display_name":"Electric Motor Design and Analysis","score":0.9998000264167786,"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/T10278","display_name":"Electric Motor Design and Analysis","score":0.9998000264167786,"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/T11222","display_name":"Magnetic Properties and Applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2504","display_name":"Electronic, Optical and Magnetic Materials"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9993000030517578,"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/stator","display_name":"Stator","score":0.6968662738800049},{"id":"https://openalex.org/keywords/rotor","display_name":"Rotor (electric)","score":0.6720395684242249},{"id":"https://openalex.org/keywords/harmonics","display_name":"Harmonics","score":0.6703377366065979},{"id":"https://openalex.org/keywords/magnet","display_name":"Magnet","score":0.6346476674079895},{"id":"https://openalex.org/keywords/electromagnetic-coil","display_name":"Electromagnetic coil","score":0.5658784508705139},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5432433485984802},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5137280225753784},{"id":"https://openalex.org/keywords/eccentricity","display_name":"Eccentricity (behavior)","score":0.49354279041290283},{"id":"https://openalex.org/keywords/permanent-magnet-synchronous-generator","display_name":"Permanent magnet synchronous generator","score":0.48960500955581665},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.4822550415992737},{"id":"https://openalex.org/keywords/bispectrum","display_name":"Bispectrum","score":0.41981032490730286},{"id":"https://openalex.org/keywords/counter-electromotive-force","display_name":"Counter-electromotive force","score":0.41552940011024475},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.33194804191589355},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.30752310156822205},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20609444379806519},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.15041178464889526},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12986087799072266},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1028871238231659},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.09956187009811401}],"concepts":[{"id":"https://openalex.org/C2776529397","wikidata":"https://www.wikidata.org/wiki/Q190312","display_name":"Stator","level":2,"score":0.6968662738800049},{"id":"https://openalex.org/C17281054","wikidata":"https://www.wikidata.org/wiki/Q193466","display_name":"Rotor (electric)","level":2,"score":0.6720395684242249},{"id":"https://openalex.org/C188414643","wikidata":"https://www.wikidata.org/wiki/Q3001183","display_name":"Harmonics","level":3,"score":0.6703377366065979},{"id":"https://openalex.org/C16389437","wikidata":"https://www.wikidata.org/wiki/Q11421","display_name":"Magnet","level":2,"score":0.6346476674079895},{"id":"https://openalex.org/C30403606","wikidata":"https://www.wikidata.org/wiki/Q2981904","display_name":"Electromagnetic coil","level":2,"score":0.5658784508705139},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5432433485984802},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5137280225753784},{"id":"https://openalex.org/C190538878","wikidata":"https://www.wikidata.org/wiki/Q50013","display_name":"Eccentricity (behavior)","level":2,"score":0.49354279041290283},{"id":"https://openalex.org/C201320609","wikidata":"https://www.wikidata.org/wiki/Q3274420","display_name":"Permanent magnet synchronous generator","level":3,"score":0.48960500955581665},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.4822550415992737},{"id":"https://openalex.org/C114148568","wikidata":"https://www.wikidata.org/wiki/Q2410583","display_name":"Bispectrum","level":3,"score":0.41981032490730286},{"id":"https://openalex.org/C152565533","wikidata":"https://www.wikidata.org/wiki/Q3775766","display_name":"Counter-electromotive force","level":3,"score":0.41552940011024475},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.33194804191589355},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.30752310156822205},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20609444379806519},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.15041178464889526},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12986087799072266},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1028871238231659},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.09956187009811401},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C168110828","wikidata":"https://www.wikidata.org/wiki/Q1331626","display_name":"Spectral density","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tie.2022.3229391","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2022.3229391","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"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 Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6000000238418579,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G2864462742","display_name":null,"funder_award_id":"51605112","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5352013271","display_name":null,"funder_award_id":"51975141","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1986018444","https://openalex.org/W2069695033","https://openalex.org/W2084255726","https://openalex.org/W2091316695","https://openalex.org/W2114502805","https://openalex.org/W2165337740","https://openalex.org/W2518957996","https://openalex.org/W2560722634","https://openalex.org/W2764247145","https://openalex.org/W2886435115","https://openalex.org/W2894583922","https://openalex.org/W2895616589","https://openalex.org/W2904274867","https://openalex.org/W2995144806","https://openalex.org/W3017198698","https://openalex.org/W3026160111","https://openalex.org/W3027781095","https://openalex.org/W3037947011","https://openalex.org/W3081060568","https://openalex.org/W3129621970","https://openalex.org/W3141716495","https://openalex.org/W3154173867","https://openalex.org/W3167634146","https://openalex.org/W3185714211","https://openalex.org/W3216881077","https://openalex.org/W4226328708"],"related_works":["https://openalex.org/W2541615194","https://openalex.org/W2357592863","https://openalex.org/W2002943794","https://openalex.org/W2351984395","https://openalex.org/W2544518984","https://openalex.org/W2371303008","https://openalex.org/W78238107","https://openalex.org/W2093925636","https://openalex.org/W2122830376","https://openalex.org/W4309226451"],"abstract_inverted_index":{"In":[0],"this":[1],"article,":[2],"a":[3,94,118,172],"new":[4,173],"data-driven":[5],"diagnosis":[6,120,177],"method":[7,29,158],"is":[8,61,99,127,150,159,166],"proposed":[9,28,91,157],"for":[10,122,146,175,178],"mixed":[11],"eccentricity":[12],"(ME)":[13],"in":[14,124],"the":[15,24,27,31,47,59,64,67,84,90,113,125,148,153,156],"external":[16],"rotor":[17],"permanent":[18],"magnet":[19],"motors":[20],"(ERPMMs).":[21],"Differently":[22],"from":[23],"previous":[25],"articles,":[26],"has":[30],"advantages":[32],"of":[33,53,58,66,75,96,105,107,155],"large":[34],"sample":[35,38],"size,":[36],"high":[37,40],"diversity,":[39],"efficiency,":[41],"and":[42,78,136,152],"strong":[43],"generalization":[44],"ability.":[45],"First,":[46],"improved":[48],"parametric":[49,92],"analytical":[50],"model":[51,121],"(AM)":[52],"back":[54,68,114],"electromotive":[55],"force":[56],"(EMF)":[57],"ERPMMs":[60],"established.":[62,128],"Then,":[63],"characteristics":[65],"EMF":[69],"are":[70,81,139],"analyzed.":[71],"Accordingly,":[72],"its":[73],"amplitudes":[74],"fundamental":[76],"waves":[77],"sideband":[79],"harmonics":[80],"selected":[82],"as":[83,132],"ME":[85,97,123,149],"indexes.":[86],"Afterwards,":[87],"by":[88],"using":[89],"AM,":[93],"database":[95],"signals":[98],"established":[100],"efficiently,":[101],"which":[102],"contains":[103],"tens":[104],"thousands":[106],"labeled":[108],"samples.":[109],"Furthermore,":[110],"based":[111],"on":[112],"propagation":[115],"neural":[116],"network,":[117],"high-precision":[119],"ERPMM":[126],"Interference":[129],"faults,":[130],"such":[131],"unbalanced":[133],"stator":[134],"windings":[135],"uneven":[137],"magnetization":[138],"also":[140],"discussed.":[141],"Finally,":[142],"an":[143],"experimental":[144],"prototype":[145],"simulating":[147],"manufactured":[151],"effectiveness":[154],"verified.":[160],"The":[161],"maximum":[162],"absolute":[163],"diagnostic":[164],"error":[165],"less":[167],"than":[168],"4.0%.":[169],"It":[170],"provides":[171],"idea":[174],"multiparameter":[176],"ME.":[179]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":2}],"updated_date":"2026-03-21T08:13:44.787528","created_date":"2025-10-10T00:00:00"}
