{"id":"https://openalex.org/W4392642844","doi":"https://doi.org/10.1109/access.2024.3376249","title":"Induction Motor Eccentricity Fault Detection and Quantification Using Topological Data Analysis","display_name":"Induction Motor Eccentricity Fault Detection and Quantification Using Topological Data Analysis","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4392642844","doi":"https://doi.org/10.1109/access.2024.3376249"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3376249","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3376249","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10466556.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10466556.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101505871","display_name":"Bingnan Wang","orcid":"https://orcid.org/0000-0002-8710-2813"},"institutions":[{"id":"https://openalex.org/I4210159266","display_name":"Mitsubishi Electric (United States)","ror":"https://ror.org/053jnhe44","country_code":"US","type":"company","lineage":["https://openalex.org/I1306287861","https://openalex.org/I4210133125","https://openalex.org/I4210159266"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bingnan Wang","raw_affiliation_strings":["Mitsubishi Electric Research Laboratories, Cambridge, MA, USA","Mitsubishi Electric Research Laboratories, 201 Broadway, Cambridge, MA, USA"],"raw_orcid":"https://orcid.org/0000-0002-8710-2813","affiliations":[{"raw_affiliation_string":"Mitsubishi Electric Research Laboratories, Cambridge, MA, USA","institution_ids":["https://openalex.org/I4210159266"]},{"raw_affiliation_string":"Mitsubishi Electric Research Laboratories, 201 Broadway, Cambridge, MA, USA","institution_ids":["https://openalex.org/I4210159266"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008977488","display_name":"Chungwei Lin","orcid":"https://orcid.org/0000-0003-1510-5414"},"institutions":[{"id":"https://openalex.org/I4210159266","display_name":"Mitsubishi Electric (United States)","ror":"https://ror.org/053jnhe44","country_code":"US","type":"company","lineage":["https://openalex.org/I1306287861","https://openalex.org/I4210133125","https://openalex.org/I4210159266"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chungwei Lin","raw_affiliation_strings":["Mitsubishi Electric Research Laboratories, Cambridge, MA, USA","Mitsubishi Electric Research Laboratories, 201 Broadway, Cambridge, MA, USA"],"raw_orcid":"https://orcid.org/0000-0003-1510-5414","affiliations":[{"raw_affiliation_string":"Mitsubishi Electric Research Laboratories, Cambridge, MA, USA","institution_ids":["https://openalex.org/I4210159266"]},{"raw_affiliation_string":"Mitsubishi Electric Research Laboratories, 201 Broadway, Cambridge, MA, USA","institution_ids":["https://openalex.org/I4210159266"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071574484","display_name":"Hiroshi Inou\u00e9","orcid":"https://orcid.org/0000-0001-5253-5144"},"institutions":[{"id":"https://openalex.org/I4210133125","display_name":"Mitsubishi Electric (Japan)","ror":"https://ror.org/033y26782","country_code":"JP","type":"company","lineage":["https://openalex.org/I1306287861","https://openalex.org/I4210133125"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroshi Inoue","raw_affiliation_strings":["Advanced Technology Research and Development Center, Mitsubishi Electric Corporation, Amagasaki, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Technology Research and Development Center, Mitsubishi Electric Corporation, Amagasaki, Japan","institution_ids":["https://openalex.org/I4210133125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113982256","display_name":"Makoto Kanemaru","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133125","display_name":"Mitsubishi Electric (Japan)","ror":"https://ror.org/033y26782","country_code":"JP","type":"company","lineage":["https://openalex.org/I1306287861","https://openalex.org/I4210133125"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Makoto Kanemaru","raw_affiliation_strings":["Advanced Technology Research and Development Center, Mitsubishi Electric Corporation, Amagasaki, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Technology Research and Development Center, Mitsubishi Electric Corporation, Amagasaki, Japan","institution_ids":["https://openalex.org/I4210133125"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.807,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.95533119,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"12","issue":null,"first_page":"37891","last_page":"37902"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12536","display_name":"Topological and Geometric Data Analysis","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12536","display_name":"Topological and Geometric Data Analysis","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9635999798774719,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6147881746292114},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.5884085893630981},{"id":"https://openalex.org/keywords/induction-motor","display_name":"Induction motor","score":0.565324068069458},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.47416985034942627},{"id":"https://openalex.org/keywords/eccentricity","display_name":"Eccentricity (behavior)","score":0.43167731165885925},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.41919928789138794},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24538388848304749},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.15019452571868896},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1339268684387207},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.09163367748260498},{"id":"https://openalex.org/keywords/actuator","display_name":"Actuator","score":0.0873226523399353},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.0737830102443695}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6147881746292114},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.5884085893630981},{"id":"https://openalex.org/C80962145","wikidata":"https://www.wikidata.org/wiki/Q207450","display_name":"Induction motor","level":3,"score":0.565324068069458},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.47416985034942627},{"id":"https://openalex.org/C190538878","wikidata":"https://www.wikidata.org/wiki/Q50013","display_name":"Eccentricity (behavior)","level":2,"score":0.43167731165885925},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.41919928789138794},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24538388848304749},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.15019452571868896},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1339268684387207},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.09163367748260498},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0873226523399353},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0737830102443695},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3376249","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3376249","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10466556.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c6c0a88ab66e456c87e800bf92380aa7","is_oa":true,"landing_page_url":"https://doaj.org/article/c6c0a88ab66e456c87e800bf92380aa7","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 37891-37902 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3376249","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3376249","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10466556.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.800000011920929,"display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392642844.pdf","grobid_xml":"https://content.openalex.org/works/W4392642844.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1723619723","https://openalex.org/W1798863697","https://openalex.org/W1972460844","https://openalex.org/W1991566301","https://openalex.org/W2038803076","https://openalex.org/W2091974409","https://openalex.org/W2096736341","https://openalex.org/W2110605241","https://openalex.org/W2121508734","https://openalex.org/W2132265582","https://openalex.org/W2144044408","https://openalex.org/W2153986241","https://openalex.org/W2156731298","https://openalex.org/W2187089797","https://openalex.org/W2424211690","https://openalex.org/W2488793338","https://openalex.org/W2588582452","https://openalex.org/W2613791983","https://openalex.org/W2892377642","https://openalex.org/W2912412749","https://openalex.org/W2963129226","https://openalex.org/W2997591727","https://openalex.org/W3131799324","https://openalex.org/W3172699239","https://openalex.org/W3202868818","https://openalex.org/W4238079709","https://openalex.org/W4310929551","https://openalex.org/W4312095937","https://openalex.org/W4387444237"],"related_works":["https://openalex.org/W2355303787","https://openalex.org/W2369071738","https://openalex.org/W2015964678","https://openalex.org/W2014490091","https://openalex.org/W2375946167","https://openalex.org/W2357594833","https://openalex.org/W1880939572","https://openalex.org/W1644808516","https://openalex.org/W2383889908","https://openalex.org/W2065933435"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,140],"propose":[4],"a":[5,54,177,192],"topological":[6,88,122],"data":[7,51,73,100,114,126,157,182],"analysis":[8],"(TDA)":[9],"method":[10,82,171],"for":[11,155,191],"the":[12,24,45,84,111,120,166],"processing":[13,37],"of":[14,28,86,180,195],"induction":[15,97],"motor":[16,98],"stator":[17],"current":[18,50,99],"data,":[19,92,139],"and":[20,26,34,43,70,83,93,129,174],"apply":[21,94],"it":[22,95,189],"to":[23,41,53,65,96,118,147,183],"detection":[25,198],"quantification":[27],"eccentricity":[29,104,133,159],"faults.":[30],"Traditionally,":[31],"physics-based":[32],"models":[33,146],"involved":[35],"signal":[36],"techniques":[38],"are":[39,115,127,162],"required":[40],"identify":[42],"extract":[44,66],"subtle":[46],"frequency":[47],"components":[48],"in":[49,165],"related":[52,68],"particular":[55],"fault.":[56],"We":[57,78,107],"show":[58,108],"that":[59,109,161],"TDA":[60,81,137],"offers":[61],"an":[62],"alternative":[63],"way":[64],"fault":[67,76,105,134,149,197],"features,":[69],"effectively":[71,142],"distinguish":[72],"from":[74,90,124,158],"different":[75,103],"conditions.":[77,106],"will":[79],"introduce":[80],"procedure":[85],"extracting":[87],"features":[89,123],"time-domain":[91,113,181],"measured":[101],"under":[102],"while":[110],"raw":[112],"very":[116],"challenging":[117],"distinguish,":[119],"extracted":[121],"these":[125],"distinct":[128],"highly":[130],"associated":[131],"with":[132,151],"level.":[135],"With":[136],"processed":[138],"can":[141],"train":[143],"machine":[144],"learning":[145],"predict":[148],"levels":[150,160],"good":[152],"accuracy,":[153],"even":[154],"new":[156],"not":[163],"seen":[164],"training":[167],"data.":[168],"The":[169],"proposed":[170],"is":[172],"model-free,":[173],"only":[175],"requires":[176],"small":[178],"segment":[179],"make":[184,188],"prediction.":[185],"These":[186],"advantages":[187],"attractive":[190],"wide":[193],"range":[194],"data-driven":[196],"applications.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
