{"id":"https://openalex.org/W2979709684","doi":"https://doi.org/10.1109/demped.2019.8864830","title":"Bearing Faults Classification Based on Variational Mode Decomposition and Artificial Neural Network","display_name":"Bearing Faults Classification Based on Variational Mode Decomposition and Artificial Neural Network","publication_year":2019,"publication_date":"2019-08-01","ids":{"openalex":"https://openalex.org/W2979709684","doi":"https://doi.org/10.1109/demped.2019.8864830","mag":"2979709684"},"language":"en","primary_location":{"id":"doi:10.1109/demped.2019.8864830","doi":"https://doi.org/10.1109/demped.2019.8864830","is_oa":false,"landing_page_url":"https://doi.org/10.1109/demped.2019.8864830","pdf_url":null,"source":{"id":"https://openalex.org/S7407088471","display_name":"IEEE International Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives (SDEMPED)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 12th International Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives (SDEMPED)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5057024707","display_name":"Asma Guedidi","orcid":"https://orcid.org/0000-0003-4826-8527","observed_orcids":["https://orcid.org/0000-0003-4826-8527"]},"institutions":[{"id":"https://openalex.org/I206961696","display_name":"University of Biskra","ror":"https://ror.org/05fr5y859","country_code":"DZ","type":"education","lineage":["https://openalex.org/I206961696"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"A. Guedidi","raw_affiliation_strings":["departement of Genie Electrique, Univcrsit\u00e9 Mohammed Khider, Biskra, Alg\u00e9rie"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"departement of Genie Electrique, Univcrsit\u00e9 Mohammed Khider, Biskra, Alg\u00e9rie","institution_ids":["https://openalex.org/I206961696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013172052","display_name":"Abderrazak Guettaf","orcid":"https://orcid.org/0000-0002-2725-0742","observed_orcids":["https://orcid.org/0000-0002-2725-0742"]},"institutions":[{"id":"https://openalex.org/I206961696","display_name":"University of Biskra","ror":"https://ror.org/05fr5y859","country_code":"DZ","type":"education","lineage":["https://openalex.org/I206961696"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"A. Guettaf","raw_affiliation_strings":["departement of Genie Electrique, Univcrsit\u00e9 Mohammed Khider, Biskra, Alg\u00e9rie"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"departement of Genie Electrique, Univcrsit\u00e9 Mohammed Khider, Biskra, Alg\u00e9rie","institution_ids":["https://openalex.org/I206961696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012249778","display_name":"Ant\u00f3nio J. Marques Cardoso","orcid":"https://orcid.org/0000-0001-8737-6999","observed_orcids":["https://orcid.org/0000-0001-8737-6999"]},"institutions":[{"id":"https://openalex.org/I161321875","display_name":"University of Beira Interior","ror":"https://ror.org/03nf36p02","country_code":"PT","type":"education","lineage":["https://openalex.org/I161321875"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"A. J. M. Cardoso","raw_affiliation_strings":["CISE - Electromechatronic Systems Research Centre, Universidade da Beira Interior, Covilh\u00e3, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CISE - Electromechatronic Systems Research Centre, Universidade da Beira Interior, Covilh\u00e3, Portugal","institution_ids":["https://openalex.org/I161321875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043141128","display_name":"W. Laala","orcid":"https://orcid.org/0000-0003-2879-5004","observed_orcids":["https://orcid.org/0000-0003-2879-5004"]},"institutions":[{"id":"https://openalex.org/I206961696","display_name":"University of Biskra","ror":"https://ror.org/05fr5y859","country_code":"DZ","type":"education","lineage":["https://openalex.org/I206961696"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"W. Laala","raw_affiliation_strings":["departement of Genie Electrique, Univcrsit\u00e9 Mohammed Khider, Biskra, Alg\u00e9rie"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"departement of Genie Electrique, Univcrsit\u00e9 Mohammed Khider, Biskra, Alg\u00e9rie","institution_ids":["https://openalex.org/I206961696"]}]},{"author_position":"last","author":{"id":null,"display_name":"A. Arif","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I206961696","display_name":"University of Biskra","ror":"https://ror.org/05fr5y859","country_code":"DZ","type":"education","lineage":["https://openalex.org/I206961696"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"A. Arif","raw_affiliation_strings":["departement of Genie Electrique, Univcrsit\u00e9 Mohammed Khider, Biskra, Alg\u00e9rie"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"departement of Genie Electrique, Univcrsit\u00e9 Mohammed Khider, Biskra, Alg\u00e9rie","institution_ids":["https://openalex.org/I206961696"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.1686,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.9313622,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"391","last_page":"397"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":1.0,"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":1.0,"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":0.0,"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":0.0,"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/rolling-bearing-fault-diagnosis","display_name":"rolling bearing fault diagnosis","score":0.9779999852180481},{"id":"https://openalex.org/keywords/variational-mode-decomposition","display_name":"variational mode decomposition","score":0.9359999895095825},{"id":"https://openalex.org/keywords/intrinsic-mode-function","display_name":"intrinsic mode functions","score":0.8209999799728394},{"id":"https://openalex.org/keywords/vibration-signal-analysis","display_name":"vibration signal analysis","score":0.8360000252723694},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.6880000233650208},{"id":"https://openalex.org/keywords/fault-classification","display_name":"fault classification","score":0.5740000009536743},{"id":"https://openalex.org/keywords/bearing-defect-detection","display_name":"bearing defect detection","score":0.4790000021457672},{"id":"https://openalex.org/keywords/outer-race-defect","display_name":"outer race defect","score":0.7820000052452087},{"id":"https://openalex.org/keywords/inner-race-defect","display_name":"inner race defect","score":1.0},{"id":"https://openalex.org/keywords/ball-defect","display_name":"ball defect","score":0.9419999718666077},{"id":"https://openalex.org/keywords/fault-indicators","display_name":"fault indicators","score":0.4429999887943268}],"concepts":[{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.7993752956390381},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6794055700302124},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.6057607531547546},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5465162396430969},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5205310583114624},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5080831050872803},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5078595280647278},{"id":"https://openalex.org/C122041747","wikidata":"https://www.wikidata.org/wiki/Q838611","display_name":"Ball (mathematics)","level":2,"score":0.49569737911224365},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.4789060354232788},{"id":"https://openalex.org/C99272414","wikidata":"https://www.wikidata.org/wiki/Q11432170","display_name":"Ball bearing","level":3,"score":0.45717766880989075},{"id":"https://openalex.org/C25570617","wikidata":"https://www.wikidata.org/wiki/Q1006462","display_name":"Hilbert\u2013Huang transform","level":3,"score":0.4251523017883301},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.41372811794281006},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.41076183319091797},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.14633652567863464},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.13791513442993164},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12235823273658752},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.08811432123184204},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C184608416","wikidata":"https://www.wikidata.org/wiki/Q1455803","display_name":"Lubrication","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"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/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/demped.2019.8864830","doi":"https://doi.org/10.1109/demped.2019.8864830","is_oa":false,"landing_page_url":"https://doi.org/10.1109/demped.2019.8864830","pdf_url":null,"source":{"id":"https://openalex.org/S7407088471","display_name":"IEEE International Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives (SDEMPED)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 12th International Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives (SDEMPED)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1979465879","https://openalex.org/W2000911430","https://openalex.org/W2000982976","https://openalex.org/W2006347217","https://openalex.org/W2007005874","https://openalex.org/W2019055402","https://openalex.org/W2025607151","https://openalex.org/W2060304859","https://openalex.org/W2071782201","https://openalex.org/W2118445084","https://openalex.org/W2173008373","https://openalex.org/W2277107430","https://openalex.org/W2563365999","https://openalex.org/W2792795991","https://openalex.org/W2799501716","https://openalex.org/W2801979527","https://openalex.org/W2862285162","https://openalex.org/W2869000049","https://openalex.org/W2889540143","https://openalex.org/W2911699179"],"related_works":["https://openalex.org/W4323565748","https://openalex.org/W3049158251","https://openalex.org/W3120529787","https://openalex.org/W4320037623","https://openalex.org/W2003205626","https://openalex.org/W2759519751","https://openalex.org/W3166010619","https://openalex.org/W2912050334","https://openalex.org/W2971584764","https://openalex.org/W2021576396"],"abstract_inverted_index":{"Bearing":[0],"fault":[1,100,104],"is":[2,15,32,38,67,106,125,136,160],"the":[3,10,21,70,78,81,97,102,109,113,118,122,131,133,142,154],"most":[4,114],"causes":[5],"of":[6,12,73,80,90,99,146,156,167,177],"machine":[7],"breakdowns.":[8],"Consequently,":[9],"monitoring":[11],"this":[13,49,157],"component":[14],"a":[16,41,51,88],"key":[17],"point":[18],"to":[19,96,112,117,130,162],"increase":[20],"reliability,":[22],"security":[23],"and":[24,62,173,184],"avoiding":[25],"serious":[26],"damage":[27],"in":[28],"machine.":[29],"Vibration":[30],"signal":[31,83],"widely":[33],"used":[34,127],"for":[35,44],"diagnosis":[36,75],"which":[37,159],"considered":[39],"as":[40,128],"powerful":[42],"tool":[43],"detecting":[45],"mechanical":[46],"defects.":[47],"In":[48],"paper,":[50],"rolling":[52,168],"bearing":[53,74,119,143,172],"fault-diagnosis":[54],"method":[55,158],"based":[56],"on":[57],"variational":[58],"mode":[59,92],"decomposition":[60,79],"(VMD)":[61],"artificial":[63],"neural":[64],"network":[65],"(ANN)":[66],"proposed.":[68],"First,":[69],"processing":[71],"methodology":[72],"starts":[76],"with":[77],"vibration":[82],"by":[84],"VMD":[85],"technique":[86],"into":[87],"set":[89],"intrinsic":[91],"functions":[93],"(IMFs).":[94],"According":[95],"aim":[98],"diagnosis,":[101],"selected":[103],"indicator":[105],"calculated":[107],"from":[108,141,164],"energy":[110],"related":[111],"sensitive":[115],"IMFs":[116],"defect.":[120],"Second,":[121],"extracted":[123],"feature":[124],"then":[126,137],"input":[129],"ANN.":[132],"proposed":[134],"approach":[135],"validated":[138],"using":[139],"data":[140,144],"center":[145],"Case":[147],"Western":[148],"Reserve":[149],"University.":[150],"The":[151],"results":[152],"prove":[153],"efficient":[155],"able":[161],"discriminating":[163],"four":[165],"conditions":[166],"bearing,":[169],"namely,":[170],"normal":[171],"three":[174],"different":[175],"types":[176],"defected":[178],"bearings:":[179],"outer":[180],"race,":[181,183],"inner":[182],"ball.":[185]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2019-10-18T00:00:00"}
