{"id":"https://openalex.org/W3211470255","doi":"https://doi.org/10.1109/systol52990.2021.9595974","title":"Data and computation efficient model-based fault detection for rolling element bearings using numerical differentiation","display_name":"Data and computation efficient model-based fault detection for rolling element bearings using numerical differentiation","publication_year":2021,"publication_date":"2021-09-29","ids":{"openalex":"https://openalex.org/W3211470255","doi":"https://doi.org/10.1109/systol52990.2021.9595974","mag":"3211470255"},"language":"en","primary_location":{"id":"doi:10.1109/systol52990.2021.9595974","is_oa":false,"landing_page_url":"https://doi.org/10.1109/systol52990.2021.9595974","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 5th International Conference on Control and Fault-Tolerant Systems (SysTol)","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/A5055378716","display_name":"Amine Othmane","orcid":"https://orcid.org/0000-0002-8871-3472"},"institutions":[{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210097418","display_name":"Laboratoire des signaux et syst\u00e8mes","ror":"https://ror.org/00skw9v43","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I4210097418","https://openalex.org/I4210107720"]},{"id":"https://openalex.org/I91712215","display_name":"Saarland University","ror":"https://ror.org/01jdpyv68","country_code":"DE","type":"education","lineage":["https://openalex.org/I91712215"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["DE","FR"],"is_corresponding":true,"raw_author_name":"Amine Othmane","raw_affiliation_strings":["Chair of Systems Theory and Control Engineering, Saarland University, 66123 Saarbr\u00fccken, Germany","Laboratoire des signaux et syst\u00e8mes, Universit\u00e9 Paris-Saclay, CNRS, CentraleSup\u00e9lec, 91190, Gifsur-Yvette, France","Saarland University [Saarbr\u00fccken] (66123 Saarbr\u00fccken - Germany)","L2S - Laboratoire des signaux et syst\u00e8mes (Plateau de Moulon 3 rue Joliot Curie 91192 GIF SUR YVETTE CEDEX - France)"],"affiliations":[{"raw_affiliation_string":"Chair of Systems Theory and Control Engineering, Saarland University, 66123 Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I91712215"]},{"raw_affiliation_string":"Laboratoire des signaux et syst\u00e8mes, Universit\u00e9 Paris-Saclay, CNRS, CentraleSup\u00e9lec, 91190, Gifsur-Yvette, France","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I277688954","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Saarland University [Saarbr\u00fccken] (66123 Saarbr\u00fccken - Germany)","institution_ids":["https://openalex.org/I91712215"]},{"raw_affiliation_string":"L2S - Laboratoire des signaux et syst\u00e8mes (Plateau de Moulon 3 rue Joliot Curie 91192 GIF SUR YVETTE CEDEX - France)","institution_ids":["https://openalex.org/I4210097418"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000748343","display_name":"Joachim Rudolph","orcid":"https://orcid.org/0000-0001-8402-2458"},"institutions":[{"id":"https://openalex.org/I91712215","display_name":"Saarland University","ror":"https://ror.org/01jdpyv68","country_code":"DE","type":"education","lineage":["https://openalex.org/I91712215"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Joachim Rudolph","raw_affiliation_strings":["Chair of Systems Theory and Control Engineering, Saarland University, 66123 Saarbr\u00fccken, Germany","Saarland University [Saarbr\u00fccken] (66123 Saarbr\u00fccken - Germany)"],"affiliations":[{"raw_affiliation_string":"Chair of Systems Theory and Control Engineering, Saarland University, 66123 Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I91712215"]},{"raw_affiliation_string":"Saarland University [Saarbr\u00fccken] (66123 Saarbr\u00fccken - Germany)","institution_ids":["https://openalex.org/I91712215"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5055378716"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I4210097418","https://openalex.org/I4210107720","https://openalex.org/I91712215"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16218897,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"79","issue":null,"first_page":"163","last_page":"168"},"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9945999979972839,"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":0.9861000180244446,"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/computation","display_name":"Computation","score":0.686371922492981},{"id":"https://openalex.org/keywords/bearing","display_name":"Bearing (navigation)","score":0.6507523059844971},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.6322300434112549},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.6263177394866943},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6111145615577698},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.597504198551178},{"id":"https://openalex.org/keywords/condition-monitoring","display_name":"Condition monitoring","score":0.5350950956344604},{"id":"https://openalex.org/keywords/rolling-element-bearing","display_name":"Rolling-element bearing","score":0.5066269040107727},{"id":"https://openalex.org/keywords/finite-element-method","display_name":"Finite element method","score":0.49312230944633484},{"id":"https://openalex.org/keywords/element","display_name":"Element (criminal law)","score":0.4436016082763672},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3758908212184906},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2823238968849182},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.23727792501449585},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1425265073776245}],"concepts":[{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.686371922492981},{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.6507523059844971},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.6322300434112549},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6263177394866943},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6111145615577698},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.597504198551178},{"id":"https://openalex.org/C2775846686","wikidata":"https://www.wikidata.org/wiki/Q643012","display_name":"Condition monitoring","level":2,"score":0.5350950956344604},{"id":"https://openalex.org/C2780155820","wikidata":"https://www.wikidata.org/wiki/Q1335987","display_name":"Rolling-element bearing","level":3,"score":0.5066269040107727},{"id":"https://openalex.org/C135628077","wikidata":"https://www.wikidata.org/wiki/Q220184","display_name":"Finite element method","level":2,"score":0.49312230944633484},{"id":"https://openalex.org/C200288055","wikidata":"https://www.wikidata.org/wiki/Q2621792","display_name":"Element (criminal law)","level":2,"score":0.4436016082763672},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3758908212184906},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2823238968849182},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.23727792501449585},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1425265073776245},{"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/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/systol52990.2021.9595974","is_oa":false,"landing_page_url":"https://doi.org/10.1109/systol52990.2021.9595974","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 5th International Conference on Control and Fault-Tolerant Systems (SysTol)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04491930v1","is_oa":false,"landing_page_url":"https://centralesupelec.hal.science/hal-04491930","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2021 5th International Conference on Control and Fault-Tolerant Systems (SysTol), Sep 2021, Saint-Raphael, France. pp.163-168, ⟨10.1109/SysTol52990.2021.9595974⟩","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W243674440","https://openalex.org/W1490039160","https://openalex.org/W1596282480","https://openalex.org/W1974543974","https://openalex.org/W1985965778","https://openalex.org/W1992481261","https://openalex.org/W2019505419","https://openalex.org/W2049706005","https://openalex.org/W2056872620","https://openalex.org/W2087747235","https://openalex.org/W2115954437","https://openalex.org/W2179051909","https://openalex.org/W2196381116","https://openalex.org/W2313299119","https://openalex.org/W2603225712","https://openalex.org/W2692693673","https://openalex.org/W2777119678","https://openalex.org/W2792215139","https://openalex.org/W2899318073","https://openalex.org/W3156741695","https://openalex.org/W3183343376","https://openalex.org/W4212877057","https://openalex.org/W4300223101","https://openalex.org/W6736412012","https://openalex.org/W6808984368","https://openalex.org/W7051787919"],"related_works":["https://openalex.org/W2340423614","https://openalex.org/W4281808365","https://openalex.org/W2335478004","https://openalex.org/W3164007574","https://openalex.org/W3215044793","https://openalex.org/W4323520306","https://openalex.org/W1680985836","https://openalex.org/W2014749401","https://openalex.org/W4387386938","https://openalex.org/W2064011721"],"abstract_inverted_index":{"A":[0],"novel":[1],"model-based":[2],"approach":[3,74],"for":[4,33,75],"online":[5],"condition":[6],"monitoring":[7],"of":[8,39,51,78,95],"rolling":[9],"element":[10],"bearings":[11],"based":[12],"on":[13],"efficient":[14],"and":[15,66,71],"robust":[16],"numerical":[17],"differentiation":[18],"is":[19,36,83,100],"proposed.":[20],"The":[21,30,98],"physical":[22],"parameters":[23],"may":[24],"be":[25,88],"identified":[26],"using":[27,47,102],"fault-free":[28],"data.":[29],"main":[31],"idea":[32],"fault":[34],"detection":[35,81],"the":[37,52,60,64,76],"design":[38,77],"signals,":[40],"called":[41],"residuals,":[42],"sensitive":[43],"only":[44],"to":[45,59,69,90],"faults":[46,65],"a":[48,79,92],"simplified":[49],"model":[50],"bearing":[53],"vibrations.":[54],"These":[55],"residuals":[56],"are":[57,67],"proportional":[58],"force":[61],"stemming":[62,107],"from":[63,108],"easy":[68],"compute":[70],"implement.":[72],"An":[73],"failure":[80],"threshold":[82,86],"provided.":[84],"This":[85],"can":[87],"designed":[89],"meet":[91],"desired":[93],"probability":[94],"false":[96],"alarms.":[97],"method":[99],"validated":[101],"four":[103],"experimental":[104],"data":[105],"sets":[106],"different":[109],"research":[110],"centers.":[111]},"counts_by_year":[],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}