{"id":"https://openalex.org/W4411399643","doi":"https://doi.org/10.1007/s00170-025-15970-5","title":"Enhanced diagnosis of bearing and gear faults using Hilbert-Huang transform, singular value decomposition, and supervised learning methods","display_name":"Enhanced diagnosis of bearing and gear faults using Hilbert-Huang transform, singular value decomposition, and supervised learning methods","publication_year":2025,"publication_date":"2025-06-18","ids":{"openalex":"https://openalex.org/W4411399643","doi":"https://doi.org/10.1007/s00170-025-15970-5"},"language":"en","primary_location":{"id":"doi:10.1007/s00170-025-15970-5","doi":"https://doi.org/10.1007/s00170-025-15970-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00170-025-15970-5","pdf_url":null,"source":{"id":"https://openalex.org/S77056576","display_name":"The International Journal of Advanced Manufacturing Technology","issn_l":"0268-3768","issn":["0268-3768","1433-3015"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-c","jufo-1","ki-jl-1","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Journal of Advanced Manufacturing Technology","raw_type":"journal-article"},"volume":null,"type":"article","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/A5093611796","display_name":"Abdel wahhab Lourari","orcid":"https://orcid.org/0009-0006-5253-8437","observed_orcids":["https://orcid.org/0009-0006-5253-8437"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Abdel Wahhab Lourari","raw_affiliation_strings":["Ecole Militaire Polytechnique, Mechanical Structures Laboratory, Bordj Elbahri, Algiers, 16046, Algiers, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ecole Militaire Polytechnique, Mechanical Structures Laboratory, Bordj Elbahri, Algiers, 16046, Algiers, Algeria","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054940933","display_name":"Bilal El Yousfi","orcid":"https://orcid.org/0000-0002-8397-3654","observed_orcids":["https://orcid.org/0000-0002-8397-3654"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bilal El Yousfi","raw_affiliation_strings":["Ecole Militaire Polytechnique, Mechanical Structures Laboratory, Bordj Elbahri, Algiers, 16046, Algiers, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ecole Militaire Polytechnique, Mechanical Structures Laboratory, Bordj Elbahri, Algiers, 16046, Algiers, Algeria","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008745625","display_name":"Ahmed Bouzar Essaidi","orcid":"https://orcid.org/0000-0002-0499-5493","observed_orcids":["https://orcid.org/0000-0002-0499-5493"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ahmed Bouzar Essaidi","raw_affiliation_strings":["Ecole Militaire Polytechnique, Mechanical Structures Laboratory, Bordj Elbahri, Algiers, 16046, Algiers, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ecole Militaire Polytechnique, Mechanical Structures Laboratory, Bordj Elbahri, Algiers, 16046, Algiers, Algeria","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5093611796"],"corresponding_institution_ids":[],"apc_list":{"value":3990,"currency":"USD","value_usd":3990},"apc_paid":null,"fwci":5.8461,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.97054528,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"139","issue":"1-2","first_page":"983","last_page":"999"},"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/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"}},{"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bearing-fault-diagnosis","display_name":"bearing fault diagnosis","score":0.9710000157356262},{"id":"https://openalex.org/keywords/gear-fault-diagnosis","display_name":"gear fault diagnosis","score":0.9990000128746033},{"id":"https://openalex.org/keywords/hilbert-huang-transform","display_name":"Hilbert-Huang transform","score":0.9750000238418579},{"id":"https://openalex.org/keywords/singular-value-decomposition","display_name":"singular value decomposition","score":0.9869999885559082},{"id":"https://openalex.org/keywords/vibration-signal-analysis","display_name":"vibration signal analysis","score":0.8450000286102295},{"id":"https://openalex.org/keywords/time-frequency-analysis","display_name":"time-frequency analysis","score":0.7440000176429749},{"id":"https://openalex.org/keywords/fault-feature-extraction","display_name":"fault feature extraction","score":0.843999981880188},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"dimensionality reduction","score":0.8410000205039978},{"id":"https://openalex.org/keywords/rotating-machinery","display_name":"rotating machinery","score":0.5450000166893005},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"supervised learning","score":0.7509999871253967},{"id":"https://openalex.org/keywords/fault-classification","display_name":"fault classification","score":0.37700000405311584}],"concepts":[{"id":"https://openalex.org/C22789450","wikidata":"https://www.wikidata.org/wiki/Q420904","display_name":"Singular value decomposition","level":2,"score":0.7863880395889282},{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.6144245266914368},{"id":"https://openalex.org/C28799612","wikidata":"https://www.wikidata.org/wiki/Q685437","display_name":"Hilbert transform","level":3,"score":0.6021963953971863},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.5792425870895386},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.528824508190155},{"id":"https://openalex.org/C2988886741","wikidata":"https://www.wikidata.org/wiki/Q25304494","display_name":"Dictionary learning","level":3,"score":0.4606897830963135},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45914125442504883},{"id":"https://openalex.org/C136272165","wikidata":"https://www.wikidata.org/wiki/Q4048889","display_name":"Singular spectrum analysis","level":3,"score":0.45793038606643677},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.45783403515815735},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3981454372406006},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.34165412187576294},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.19853493571281433},{"id":"https://openalex.org/C124066611","wikidata":"https://www.wikidata.org/wiki/Q28684319","display_name":"Sparse approximation","level":2,"score":0.08230352401733398},{"id":"https://openalex.org/C168110828","wikidata":"https://www.wikidata.org/wiki/Q1331626","display_name":"Spectral density","level":2,"score":0.06059455871582031},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00170-025-15970-5","doi":"https://doi.org/10.1007/s00170-025-15970-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00170-025-15970-5","pdf_url":null,"source":{"id":"https://openalex.org/S77056576","display_name":"The International Journal of Advanced Manufacturing Technology","issn_l":"0268-3768","issn":["0268-3768","1433-3015"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-c","jufo-1","ki-jl-1","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Journal of Advanced Manufacturing Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.651199996471405,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W427289305","https://openalex.org/W1646530593","https://openalex.org/W1998813289","https://openalex.org/W2048506033","https://openalex.org/W2061107170","https://openalex.org/W2104882246","https://openalex.org/W2111854888","https://openalex.org/W2192457479","https://openalex.org/W2245042857","https://openalex.org/W2317739826","https://openalex.org/W2908144725","https://openalex.org/W2925519069","https://openalex.org/W2938398362","https://openalex.org/W2946159658","https://openalex.org/W2946896981","https://openalex.org/W2992615970","https://openalex.org/W2998325042","https://openalex.org/W2998535639","https://openalex.org/W3000194924","https://openalex.org/W3006423267","https://openalex.org/W3006711968","https://openalex.org/W3008361547","https://openalex.org/W3011266123","https://openalex.org/W3025884834","https://openalex.org/W3034874936","https://openalex.org/W3036238321","https://openalex.org/W3037946729","https://openalex.org/W3049546269","https://openalex.org/W3080949152","https://openalex.org/W3083170534","https://openalex.org/W3093333723","https://openalex.org/W3114016983","https://openalex.org/W3116305792","https://openalex.org/W3128508479","https://openalex.org/W3134857068","https://openalex.org/W3135433989","https://openalex.org/W3136846975","https://openalex.org/W3191459329","https://openalex.org/W3196060986","https://openalex.org/W3197003709","https://openalex.org/W4205353493","https://openalex.org/W4207028950","https://openalex.org/W4225425621","https://openalex.org/W4229063675","https://openalex.org/W4281636184","https://openalex.org/W4296925967","https://openalex.org/W4297902741","https://openalex.org/W4307715696","https://openalex.org/W4320005262","https://openalex.org/W4320343138","https://openalex.org/W4372330014","https://openalex.org/W4380360046","https://openalex.org/W4380852956","https://openalex.org/W4381685981","https://openalex.org/W4385030109","https://openalex.org/W4389500547","https://openalex.org/W4390578666","https://openalex.org/W4390821136","https://openalex.org/W4390906578","https://openalex.org/W4390938074","https://openalex.org/W4392004758","https://openalex.org/W4392198467","https://openalex.org/W4392904636","https://openalex.org/W4399431297","https://openalex.org/W4399765176","https://openalex.org/W4402546182"],"related_works":["https://openalex.org/W7203907515","https://openalex.org/W2363167313","https://openalex.org/W1975995842","https://openalex.org/W2883228328","https://openalex.org/W1993480322","https://openalex.org/W3048349609","https://openalex.org/W1988628630","https://openalex.org/W7117990275","https://openalex.org/W2066769529","https://openalex.org/W2059587913"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":22}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2025-10-10T00:00:00"}
