{"id":"https://openalex.org/W4405299283","doi":"https://doi.org/10.1109/iecon55916.2024.10905602","title":"New current analysis method for the diagnosis of gearbox faults under variable load and speed","display_name":"New current analysis method for the diagnosis of gearbox faults under variable load and speed","publication_year":2024,"publication_date":"2024-11-03","ids":{"openalex":"https://openalex.org/W4405299283","doi":"https://doi.org/10.1109/iecon55916.2024.10905602"},"language":"en","primary_location":{"id":"doi:10.1109/iecon55916.2024.10905602","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon55916.2024.10905602","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2024 - 50th Annual Conference of the IEEE Industrial Electronics Society","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/A5116569032","display_name":"Chaima Ben Aabdallah","orcid":null},"institutions":[{"id":"https://openalex.org/I86767153","display_name":"Universit\u00e9 Jean Monnet","ror":"https://ror.org/04yznqr36","country_code":"FR","type":"education","lineage":["https://openalex.org/I86767153"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Chaima Ben Abdallah","raw_affiliation_strings":["Université Jean Monnet Saint-Etienne IUT de Roanne,LASPI,Roanne,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Université Jean Monnet Saint-Etienne IUT de Roanne,LASPI,Roanne,France","institution_ids":["https://openalex.org/I86767153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093823120","display_name":"Mahfoud Bouzouidja","orcid":"https://orcid.org/0009-0003-1636-8651"},"institutions":[{"id":"https://openalex.org/I86767153","display_name":"Universit\u00e9 Jean Monnet","ror":"https://ror.org/04yznqr36","country_code":"FR","type":"education","lineage":["https://openalex.org/I86767153"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mahfoud Bouzouidja","raw_affiliation_strings":["Université Jean Monnet Saint-Etienne IUT de Roanne,LASPI,Roanne,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Université Jean Monnet Saint-Etienne IUT de Roanne,LASPI,Roanne,France","institution_ids":["https://openalex.org/I86767153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027337103","display_name":"Abdenour Soualhi","orcid":"https://orcid.org/0000-0001-6687-9140"},"institutions":[{"id":"https://openalex.org/I86767153","display_name":"Universit\u00e9 Jean Monnet","ror":"https://ror.org/04yznqr36","country_code":"FR","type":"education","lineage":["https://openalex.org/I86767153"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Abdenour Soualhi","raw_affiliation_strings":["Université Jean Monnet Saint-Etienne IUT de Roanne,LASPI,Roanne,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Université Jean Monnet Saint-Etienne IUT de Roanne,LASPI,Roanne,France","institution_ids":["https://openalex.org/I86767153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087840767","display_name":"Hubert Razik","orcid":"https://orcid.org/0000-0003-0192-4259"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hubert Razik","raw_affiliation_strings":["Ampère Université Claude Bernard,Villeuranne,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ampère Université Claude Bernard,Villeuranne,France","institution_ids":["https://openalex.org/I100532134"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072885718","display_name":"Noureddine Zerhouni","orcid":"https://orcid.org/0000-0002-8847-3202"},"institutions":[{"id":"https://openalex.org/I2802759292","display_name":"Franche-Comt\u00e9 \u00c9lectronique M\u00e9canique Thermique et Optique - Sciences et Technologies","ror":"https://ror.org/004fmxv66","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I2802759292","https://openalex.org/I37553959","https://openalex.org/I4210095849","https://openalex.org/I4405256580","https://openalex.org/I53262699"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Noureddine Zerhouni","raw_affiliation_strings":["Université de Franche-Comté,Institut FEMTO-ST,Besaçon,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Université de Franche-Comté,Institut FEMTO-ST,Besaçon,France","institution_ids":["https://openalex.org/I2802759292"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2351,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.50766485,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"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/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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":0.9789999723434448,"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":0.9732999801635742,"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/variable","display_name":"Variable (mathematics)","score":0.6658077239990234},{"id":"https://openalex.org/keywords/current","display_name":"Current (fluid)","score":0.6306375861167908},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.593438982963562},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.347913920879364},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.21696126461029053},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20259350538253784},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11894261837005615},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09096309542655945}],"concepts":[{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.6658077239990234},{"id":"https://openalex.org/C148043351","wikidata":"https://www.wikidata.org/wiki/Q4456944","display_name":"Current (fluid)","level":2,"score":0.6306375861167908},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.593438982963562},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.347913920879364},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.21696126461029053},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20259350538253784},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11894261837005615},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09096309542655945},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iecon55916.2024.10905602","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon55916.2024.10905602","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2024 - 50th Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04829823v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04829823","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IECON'24, 50TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, Nov 2024, Chicago (Illinois), US, United States","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2605227842","https://openalex.org/W3160769687","https://openalex.org/W3168684497","https://openalex.org/W4220760439","https://openalex.org/W4296473475","https://openalex.org/W4324152521","https://openalex.org/W4380635141","https://openalex.org/W4387762676","https://openalex.org/W4388820343","https://openalex.org/W4389252555","https://openalex.org/W4389633731","https://openalex.org/W4390187605"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0,73,216],"diagnosis":[1,127],"of":[2,25,34,88,128,139,165,177,208,224,227,231],"bearing":[3],"and":[4,36,47,102,112,181,186,191,229],"gear":[5],"faults":[6,32,53,129],"solely":[7,54],"through":[8],"non-intrusive":[9],"current":[10,83,169],"signal":[11],"analysis":[12],"is":[13,153,189,197,219],"an":[14],"interesting":[15],"approach.":[16],"This":[17,120],"paper\u2019s":[18],"primary":[19],"contribution":[20],"lies":[21],"in":[22,60,110,145],"the":[23,61,86,92,126,132,137,143,149,163,166,194,206,210,214],"extraction":[24],"a":[26,70,77,140,173,178],"novel":[27],"indicator":[28],"for":[29],"identifying":[30],"these":[31],"irrespective":[33],"speed":[35,46,111,185],"load":[37,48,187],"variations.":[38],"In":[39],"fact,":[40],"comprehensive":[41],"monitoring":[42],"systems":[43],"encompassing":[44],"variable":[45,184],"regimes":[49,90],"alongside":[50],"combined":[51],"gearbox":[52,179],"using":[55,131],"electrical":[56],"signals":[57],"are":[58],"scarce":[59],"existing":[62],"literature.":[63],"To":[64,161],"address":[65,148],"this":[66,114],"gap,":[67],"we":[68],"propose":[69],"pioneering":[71],"method.":[72],"proposed":[74,167,195,217],"method":[75,115,196],"uses":[76],"regime":[78],"normalization":[79],"technique":[80],"with":[81,136,199],"different":[82,105],"sensors,":[84],"allowing":[85],"grouping":[87],"various":[89],"under":[91,183],"same":[93],"health":[94,106],"state.":[95],"By":[96],"minimizing":[97],"dispersion":[98],"among":[99],"class":[100],"observations":[101],"distinguishing":[103],"between":[104],"states,":[107],"including":[108],"variations":[109],"load,":[113],"promises":[116],"heightened":[117],"diagnostic":[118],"accuracy.":[119],"paper":[121],"proposes":[122],"also":[123],"to":[124,147,155,204,212],"improve":[125,213],"by":[130],"Na\u00efve":[133],"Bayes":[134],"classifier":[135],"introduction":[138],"criterion":[141],"called":[142],"threshold":[144],"order":[146],"uncertainty.":[150],"Addressing":[151],"uncertainty":[152,211],"crucial":[154],"prevent":[156],"false":[157],"alarms":[158],"during":[159],"diagnosis.":[160,215],"verify":[162],"effectiveness":[164,207],"method,":[168],"data":[170],"collected":[171],"from":[172],"test":[174,205],"bench":[175],"composed":[176],"system":[180],"operating":[182],"conditions":[188],"tested":[190],"validated.":[192],"Also,":[193],"compared":[198],"diverse":[200],"machine":[201],"learning":[202],"classifiers":[203],"introducing":[209],"model":[218],"performed":[220],"based":[221],"on":[222],"accuracy":[223],"97.55%,":[225],"precision":[226],"99.8%":[228],"F1-socre":[230],"98.73%.":[232]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}