{"id":"https://openalex.org/W2548269356","doi":"https://doi.org/10.1109/ias.2016.7731964","title":"A comparative study on Vibration- and current-based approaches for drivetrain gearbox fault diagnosis","display_name":"A comparative study on Vibration- and current-based approaches for drivetrain gearbox fault diagnosis","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2548269356","doi":"https://doi.org/10.1109/ias.2016.7731964","mag":"2548269356"},"language":"en","primary_location":{"id":"doi:10.1109/ias.2016.7731964","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ias.2016.7731964","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Industry Applications Society Annual Meeting","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/A5011647709","display_name":"Xiaohang Jin","orcid":"https://orcid.org/0000-0002-0571-055X"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohang Jin","raw_affiliation_strings":["College of Mechanical Engineering, Zhejiang University of Technology, Hangzhou, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mechanical Engineering, Zhejiang University of Technology, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078372495","display_name":"Fangzhou Cheng","orcid":"https://orcid.org/0000-0002-7277-6102"},"institutions":[{"id":"https://openalex.org/I114395901","display_name":"University of Nebraska\u2013Lincoln","ror":"https://ror.org/043mer456","country_code":"US","type":"education","lineage":["https://openalex.org/I114395901"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fangzhou Cheng","raw_affiliation_strings":["Power and Energy System Laboratory Department of Electrical and Computer Engineering, University of Nebraska-Lincoln, Lincoln, NE, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Power and Energy System Laboratory Department of Electrical and Computer Engineering, University of Nebraska-Lincoln, Lincoln, NE, USA","institution_ids":["https://openalex.org/I114395901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061434975","display_name":"Yayu Peng","orcid":"https://orcid.org/0000-0002-8027-4663"},"institutions":[{"id":"https://openalex.org/I114395901","display_name":"University of Nebraska\u2013Lincoln","ror":"https://ror.org/043mer456","country_code":"US","type":"education","lineage":["https://openalex.org/I114395901"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yayu Peng","raw_affiliation_strings":["Power and Energy System Laboratory Department of Electrical and Computer Engineering, University of Nebraska-Lincoln, Lincoln, NE, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Power and Energy System Laboratory Department of Electrical and Computer Engineering, University of Nebraska-Lincoln, Lincoln, NE, USA","institution_ids":["https://openalex.org/I114395901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100442092","display_name":"Wei Qiao","orcid":"https://orcid.org/0000-0002-7197-4019"},"institutions":[{"id":"https://openalex.org/I114395901","display_name":"University of Nebraska\u2013Lincoln","ror":"https://ror.org/043mer456","country_code":"US","type":"education","lineage":["https://openalex.org/I114395901"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wei Qiao","raw_affiliation_strings":["Power and Energy System Laboratory Department of Electrical and Computer Engineering, University of Nebraska-Lincoln, Lincoln, NE, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Power and Energy System Laboratory Department of Electrical and Computer Engineering, University of Nebraska-Lincoln, Lincoln, NE, USA","institution_ids":["https://openalex.org/I114395901"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011622919","display_name":"Liyan Qu","orcid":"https://orcid.org/0000-0002-4003-6177"},"institutions":[{"id":"https://openalex.org/I114395901","display_name":"University of Nebraska\u2013Lincoln","ror":"https://ror.org/043mer456","country_code":"US","type":"education","lineage":["https://openalex.org/I114395901"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Liyan Qu","raw_affiliation_strings":["Power and Energy System Laboratory Department of Electrical and Computer Engineering, University of Nebraska-Lincoln, Lincoln, NE, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Power and Energy System Laboratory Department of Electrical and Computer Engineering, University of Nebraska-Lincoln, Lincoln, NE, USA","institution_ids":["https://openalex.org/I114395901"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.2403,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.92349562,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9983000159263611,"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"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9692999720573425,"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/downtime","display_name":"Downtime","score":0.9449537992477417},{"id":"https://openalex.org/keywords/drivetrain","display_name":"Drivetrain","score":0.8582449555397034},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.7828943729400635},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.6323806047439575},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.5881690382957458},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5848448276519775},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.5604485869407654},{"id":"https://openalex.org/keywords/condition-monitoring","display_name":"Condition monitoring","score":0.5369135737419128},{"id":"https://openalex.org/keywords/current","display_name":"Current (fluid)","score":0.4284505844116211},{"id":"https://openalex.org/keywords/torque","display_name":"Torque","score":0.4157485365867615},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3266931474208832},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3166714906692505},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.09130978584289551},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.09055790305137634},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.0889916718006134}],"concepts":[{"id":"https://openalex.org/C180591934","wikidata":"https://www.wikidata.org/wiki/Q1253369","display_name":"Downtime","level":2,"score":0.9449537992477417},{"id":"https://openalex.org/C105637607","wikidata":"https://www.wikidata.org/wiki/Q1786258","display_name":"Drivetrain","level":3,"score":0.8582449555397034},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.7828943729400635},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6323806047439575},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.5881690382957458},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5848448276519775},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.5604485869407654},{"id":"https://openalex.org/C2775846686","wikidata":"https://www.wikidata.org/wiki/Q643012","display_name":"Condition monitoring","level":2,"score":0.5369135737419128},{"id":"https://openalex.org/C148043351","wikidata":"https://www.wikidata.org/wiki/Q4456944","display_name":"Current (fluid)","level":2,"score":0.4284505844116211},{"id":"https://openalex.org/C144171764","wikidata":"https://www.wikidata.org/wiki/Q48103","display_name":"Torque","level":2,"score":0.4157485365867615},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3266931474208832},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3166714906692505},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.09130978584289551},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.09055790305137634},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0889916718006134},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ias.2016.7731964","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ias.2016.7731964","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Industry Applications Society Annual Meeting","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8500000238418579}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W93207970","https://openalex.org/W1605077306","https://openalex.org/W1967396805","https://openalex.org/W1988978972","https://openalex.org/W2002106843","https://openalex.org/W2013124207","https://openalex.org/W2022995384","https://openalex.org/W2038753806","https://openalex.org/W2057689599","https://openalex.org/W2066684879","https://openalex.org/W2072599024","https://openalex.org/W2076863095","https://openalex.org/W2077082582","https://openalex.org/W2091941120","https://openalex.org/W2100161366","https://openalex.org/W2106290330","https://openalex.org/W2112690945","https://openalex.org/W2133551681","https://openalex.org/W2134825574","https://openalex.org/W2145935570","https://openalex.org/W2153428002","https://openalex.org/W2259151194","https://openalex.org/W6603725464","https://openalex.org/W6669806332"],"related_works":["https://openalex.org/W2548269356","https://openalex.org/W3114992894","https://openalex.org/W2037411704","https://openalex.org/W2945934818","https://openalex.org/W2897395669","https://openalex.org/W1694426859","https://openalex.org/W4386023538","https://openalex.org/W2355872434","https://openalex.org/W2168148106","https://openalex.org/W3003386406"],"abstract_inverted_index":{"Gearboxes":[0],"are":[1,101,131,159],"widely":[2],"used":[3],"in":[4,28,60,75,107,142],"rotary":[5],"machines,":[6],"such":[7],"as":[8],"wind":[9],"turbines,":[10],"automobiles,":[11],"and":[12,26,45,49,78,89,98,118,156],"helicopters.":[13],"Failures":[14],"of":[15,22,52,127],"gearboxes":[16],"contribute":[17],"to":[18,38,104],"a":[19,83,121,128],"significant":[20],"portion":[21],"the":[23,43,47,76,87,114,145,152,166],"total":[24],"failures":[25],"downtime":[27,48],"these":[29,53],"machines.":[30,54],"Gearbox":[31],"fault":[32,94,123],"diagnosis":[33],"is":[34,116,149,154],"an":[35],"effective":[36],"means":[37],"prevent":[39],"catastrophic":[40],"failures,":[41],"improve":[42],"reliability,":[44],"reduce":[46],"maintenance":[50],"cost":[51],"Vibration-based":[55],"approaches":[56,70,91],"have":[57,71],"been":[58],"employed":[59],"most":[61],"commercially":[62],"available":[63],"condition":[64],"monitoring":[65],"systems":[66],"(CMSs);":[67],"while":[68],"current-based":[69,90],"received":[72],"increasing":[73],"attentions":[74],"industry":[77],"academia.":[79],"This":[80],"paper":[81],"presents":[82],"comparative":[84],"study":[85],"on":[86],"vibration-":[88],"for":[92],"gearbox":[93,115,130,153,162],"diagnosis.":[95],"Theoretical":[96],"analysis":[97],"experimental":[99],"tests":[100],"carried":[102],"out":[103],"show":[105],"that:":[106],"vibration":[108,125],"signals,":[109,144],"ghost":[110],"frequencies":[111,136,140,164],"appear":[112],"when":[113,120,151,169],"healthy":[117],"disappear":[119],"gear":[122,138,170],"occurs;":[124],"signals":[126,158],"faulty":[129],"modulated":[132,160],"by":[133,161],"shaft":[134],"rotating":[135],"at":[137,165],"meshing":[139],"(GMFs);":[141],"current":[143,157],"fundamental":[146,167],"frequency":[147,168],"component":[148],"dominant":[150],"healthy;":[155],"characteristic":[163],"faults":[171],"appear.":[172]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}