{"id":"https://openalex.org/W1550459414","doi":"https://doi.org/10.1109/icphm.2015.7245061","title":"Motor current signature analysis for gearbox fault diagnosis in transient speed regimes","display_name":"Motor current signature analysis for gearbox fault diagnosis in transient speed regimes","publication_year":2015,"publication_date":"2015-06-01","ids":{"openalex":"https://openalex.org/W1550459414","doi":"https://doi.org/10.1109/icphm.2015.7245061","mag":"1550459414"},"language":"en","primary_location":{"id":"doi:10.1109/icphm.2015.7245061","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icphm.2015.7245061","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Conference on Prognostics and Health Management (PHM)","raw_type":"proceedings-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/A5057234979","display_name":"Hossein Davari Ardakani","orcid":"https://orcid.org/0000-0002-5329-1468"},"institutions":[{"id":"https://openalex.org/I4210105785","display_name":"Intelligent Systems Research (United States)","ror":"https://ror.org/01reevc91","country_code":"US","type":"company","lineage":["https://openalex.org/I4210105785"]},{"id":"https://openalex.org/I63135867","display_name":"University of Cincinnati","ror":"https://ror.org/01e3m7079","country_code":"US","type":"education","lineage":["https://openalex.org/I63135867"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hossein Davari Ardakani","raw_affiliation_strings":["NSF I/UCRC for Intelligent Maintenance Systems (IMS), University of Cincinnati, Cincinnati, OH, US","NSF I/UCRC for Intelligent Maintenance Systems (IMS) University of Cincinnati Cincinnati, Ohio, U.S.A"],"affiliations":[{"raw_affiliation_string":"NSF I/UCRC for Intelligent Maintenance Systems (IMS), University of Cincinnati, Cincinnati, OH, US","institution_ids":["https://openalex.org/I4210105785","https://openalex.org/I63135867"]},{"raw_affiliation_string":"NSF I/UCRC for Intelligent Maintenance Systems (IMS) University of Cincinnati Cincinnati, Ohio, U.S.A","institution_ids":["https://openalex.org/I63135867"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002586729","display_name":"Zongchang Liu","orcid":"https://orcid.org/0000-0001-9446-2019"},"institutions":[{"id":"https://openalex.org/I63135867","display_name":"University of Cincinnati","ror":"https://ror.org/01e3m7079","country_code":"US","type":"education","lineage":["https://openalex.org/I63135867"]},{"id":"https://openalex.org/I4210105785","display_name":"Intelligent Systems Research (United States)","ror":"https://ror.org/01reevc91","country_code":"US","type":"company","lineage":["https://openalex.org/I4210105785"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zongchang Liu","raw_affiliation_strings":["NSF I/UCRC for Intelligent Maintenance Systems (IMS), University of Cincinnati, Cincinnati, OH, US","NSF I/UCRC for Intelligent Maintenance Systems (IMS) University of Cincinnati Cincinnati, Ohio, U.S.A"],"affiliations":[{"raw_affiliation_string":"NSF I/UCRC for Intelligent Maintenance Systems (IMS), University of Cincinnati, Cincinnati, OH, US","institution_ids":["https://openalex.org/I4210105785","https://openalex.org/I63135867"]},{"raw_affiliation_string":"NSF I/UCRC for Intelligent Maintenance Systems (IMS) University of Cincinnati Cincinnati, Ohio, U.S.A","institution_ids":["https://openalex.org/I63135867"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100686648","display_name":"Jay Lee","orcid":"https://orcid.org/0000-0002-4022-4274"},"institutions":[{"id":"https://openalex.org/I4210105785","display_name":"Intelligent Systems Research (United States)","ror":"https://ror.org/01reevc91","country_code":"US","type":"company","lineage":["https://openalex.org/I4210105785"]},{"id":"https://openalex.org/I63135867","display_name":"University of Cincinnati","ror":"https://ror.org/01e3m7079","country_code":"US","type":"education","lineage":["https://openalex.org/I63135867"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jay Lee","raw_affiliation_strings":["NSF I/UCRC for Intelligent Maintenance Systems (IMS), University of Cincinnati, Cincinnati, OH, US","NSF I/UCRC for Intelligent Maintenance Systems (IMS) University of Cincinnati Cincinnati, Ohio, U.S.A"],"affiliations":[{"raw_affiliation_string":"NSF I/UCRC for Intelligent Maintenance Systems (IMS), University of Cincinnati, Cincinnati, OH, US","institution_ids":["https://openalex.org/I4210105785","https://openalex.org/I63135867"]},{"raw_affiliation_string":"NSF I/UCRC for Intelligent Maintenance Systems (IMS) University of Cincinnati Cincinnati, Ohio, U.S.A","institution_ids":["https://openalex.org/I63135867"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062965240","display_name":"I\u00f1aki Bravo-Imaz","orcid":"https://orcid.org/0000-0002-0787-5059"},"institutions":[{"id":"https://openalex.org/I4210136402","display_name":"Tekniker","ror":"https://ror.org/033vryh36","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210136402"]},{"id":"https://openalex.org/I4210132254","display_name":"Intelligent Software Components (Spain)","ror":"https://ror.org/03ys8xj90","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210132254"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Inaki Bravo-Imaz","raw_affiliation_strings":["Intelligent Information Systems, Spain","Intelligent Information Systems IK4- TEKNIKER Eibar, Spain"],"affiliations":[{"raw_affiliation_string":"Intelligent Information Systems, Spain","institution_ids":["https://openalex.org/I4210132254"]},{"raw_affiliation_string":"Intelligent Information Systems IK4- TEKNIKER Eibar, Spain","institution_ids":["https://openalex.org/I4210136402"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055680787","display_name":"Aitor Arn\u00e1iz","orcid":"https://orcid.org/0000-0002-9970-4803"},"institutions":[{"id":"https://openalex.org/I4210132254","display_name":"Intelligent Software Components (Spain)","ror":"https://ror.org/03ys8xj90","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210132254"]},{"id":"https://openalex.org/I4210136402","display_name":"Tekniker","ror":"https://ror.org/033vryh36","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210136402"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Aitor Arnaiz","raw_affiliation_strings":["Intelligent Information Systems, Spain","Intelligent Information Systems IK4- TEKNIKER Eibar, Spain"],"affiliations":[{"raw_affiliation_string":"Intelligent Information Systems, Spain","institution_ids":["https://openalex.org/I4210132254"]},{"raw_affiliation_string":"Intelligent Information Systems IK4- TEKNIKER Eibar, Spain","institution_ids":["https://openalex.org/I4210136402"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5057234979"],"corresponding_institution_ids":["https://openalex.org/I4210105785","https://openalex.org/I63135867"],"apc_list":null,"apc_paid":null,"fwci":1.683,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.85117348,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9997000098228455,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9997000098228455,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9961000084877014,"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/T11062","display_name":"Gear and Bearing Dynamics Analysis","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/tachometer","display_name":"Tachometer","score":0.8851341009140015},{"id":"https://openalex.org/keywords/transient","display_name":"Transient (computer programming)","score":0.6391247510910034},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.6207486987113953},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5362958312034607},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5299723148345947},{"id":"https://openalex.org/keywords/signature","display_name":"Signature (topology)","score":0.5270735621452332},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.5111961960792542},{"id":"https://openalex.org/keywords/eccentricity","display_name":"Eccentricity (behavior)","score":0.5038737654685974},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.48593440651893616},{"id":"https://openalex.org/keywords/current","display_name":"Current (fluid)","score":0.4561464488506317},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.45217257738113403},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45052534341812134},{"id":"https://openalex.org/keywords/signal-averaging","display_name":"Signal averaging","score":0.4109492599964142},{"id":"https://openalex.org/keywords/dc-motor","display_name":"DC motor","score":0.3420071005821228},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3208138346672058},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.2974613904953003},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16330400109291077},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16127312183380127},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.1541617214679718},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.12410485744476318},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10210064053535461},{"id":"https://openalex.org/keywords/analog-signal","display_name":"Analog signal","score":0.09591841697692871},{"id":"https://openalex.org/keywords/signal-transfer-function","display_name":"Signal transfer function","score":0.08907842636108398}],"concepts":[{"id":"https://openalex.org/C27082852","wikidata":"https://www.wikidata.org/wiki/Q206976","display_name":"Tachometer","level":3,"score":0.8851341009140015},{"id":"https://openalex.org/C2780799671","wikidata":"https://www.wikidata.org/wiki/Q17087362","display_name":"Transient (computer programming)","level":2,"score":0.6391247510910034},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.6207486987113953},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5362958312034607},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5299723148345947},{"id":"https://openalex.org/C2779696439","wikidata":"https://www.wikidata.org/wiki/Q7512811","display_name":"Signature (topology)","level":2,"score":0.5270735621452332},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.5111961960792542},{"id":"https://openalex.org/C190538878","wikidata":"https://www.wikidata.org/wiki/Q50013","display_name":"Eccentricity (behavior)","level":2,"score":0.5038737654685974},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.48593440651893616},{"id":"https://openalex.org/C148043351","wikidata":"https://www.wikidata.org/wiki/Q4456944","display_name":"Current (fluid)","level":2,"score":0.4561464488506317},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.45217257738113403},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45052534341812134},{"id":"https://openalex.org/C97855336","wikidata":"https://www.wikidata.org/wiki/Q2285125","display_name":"Signal averaging","level":5,"score":0.4109492599964142},{"id":"https://openalex.org/C76684090","wikidata":"https://www.wikidata.org/wiki/Q3842034","display_name":"DC motor","level":2,"score":0.3420071005821228},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3208138346672058},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.2974613904953003},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16330400109291077},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16127312183380127},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.1541617214679718},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.12410485744476318},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10210064053535461},{"id":"https://openalex.org/C13412647","wikidata":"https://www.wikidata.org/wiki/Q174948","display_name":"Analog signal","level":3,"score":0.09591841697692871},{"id":"https://openalex.org/C131021393","wikidata":"https://www.wikidata.org/wiki/Q7512759","display_name":"Signal transfer function","level":4,"score":0.08907842636108398},{"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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icphm.2015.7245061","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icphm.2015.7245061","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Conference on Prognostics and Health Management (PHM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.7799999713897705,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2036671810","https://openalex.org/W2048076701","https://openalex.org/W2053192657","https://openalex.org/W2057718437","https://openalex.org/W2066684879","https://openalex.org/W2100621364","https://openalex.org/W2111377579","https://openalex.org/W2112562322","https://openalex.org/W2147673855","https://openalex.org/W2168403389","https://openalex.org/W3142035449","https://openalex.org/W6793110483"],"related_works":["https://openalex.org/W3185191300","https://openalex.org/W2361063086","https://openalex.org/W2364626967","https://openalex.org/W567093857","https://openalex.org/W1515319340","https://openalex.org/W2987337037","https://openalex.org/W306994907","https://openalex.org/W2377398861","https://openalex.org/W245899572","https://openalex.org/W2603970210"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"a":[3,42],"Novel":[4],"approach":[5],"for":[6],"diagnosing":[7],"gearbox":[8],"faults":[9],"in":[10,31,81],"transient":[11],"speeds":[12,33],"using":[13],"the":[14,29,39,50,55,62,65,76,89],"Motor":[15],"Current":[16,22],"Signature":[17],"Analysis":[18],"(MCSA)":[19],"is":[20,47,59,68],"introduced.":[21,48],"and":[23,84,95],"speed":[24],"signals":[25],"were":[26],"collected":[27],"from":[28,61],"motor":[30,56],"ramp-up":[32],"under":[34],"no":[35],"load.":[36],"For":[37],"increasing":[38],"signal-to-noise":[40],"ratio,":[41],"dual-level":[43],"time":[44,72],"synchronous":[45,73],"averaging":[46,74],"First,":[49],"sinusoid":[51],"component":[52],"related":[53],"to":[54,70],"supply":[57],"frequency":[58],"removed":[60],"signals.":[63],"Then,":[64],"tachometer":[66],"signal":[67],"used":[69],"perform":[71],"on":[75],"residual":[77],"signal.":[78],"Features":[79],"extracted":[80],"both":[82],"angle":[83],"order":[85],"domains":[86],"clearly":[87],"distinguished":[88],"gear":[90],"conditions":[91],"of":[92],"normal,":[93],"pitting":[94],"eccentricity.":[96]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
