{"id":"https://openalex.org/W4384158754","doi":"https://doi.org/10.1109/i2mtc53148.2023.10176017","title":"Development of a bearing test-bed for acquiring data for robust and transferable machine learning","display_name":"Development of a bearing test-bed for acquiring data for robust and transferable machine learning","publication_year":2023,"publication_date":"2023-05-22","ids":{"openalex":"https://openalex.org/W4384158754","doi":"https://doi.org/10.1109/i2mtc53148.2023.10176017"},"language":"en","primary_location":{"id":"doi:10.1109/i2mtc53148.2023.10176017","doi":"https://doi.org/10.1109/i2mtc53148.2023.10176017","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/i2mtc53148.2023.10176017","pdf_url":null,"source":{"id":"https://openalex.org/S4393918986","display_name":"IEEE International Instrumentation and Measurement Technology Conference","issn_l":"2642-2069","issn":["2642-2069"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1"],"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":"2023 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","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/A5022503184","display_name":"Christopher Schnur","orcid":"https://orcid.org/0000-0002-6844-0382","observed_orcids":["https://orcid.org/0000-0002-6844-0382"]},"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":"Christopher Schnur","raw_affiliation_strings":["Saarland University,Lab for Measurement Technology,Saarbr\u00fccken,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Saarland University,Lab for Measurement Technology,Saarbr\u00fccken,Germany","institution_ids":["https://openalex.org/I91712215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078102256","display_name":"Yannick Robin","orcid":"https://orcid.org/0000-0002-6558-6554","observed_orcids":["https://orcid.org/0000-0002-6558-6554"]},"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":"Yannick Robin","raw_affiliation_strings":["Saarland University,Lab for Measurement Technology,Saarbr\u00fccken,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Saarland University,Lab for Measurement Technology,Saarbr\u00fccken,Germany","institution_ids":["https://openalex.org/I91712215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026111117","display_name":"Payman Goodarzi","orcid":"https://orcid.org/0000-0002-3937-1752","observed_orcids":["https://orcid.org/0000-0002-3937-1752"]},"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":"Payman Goodarzi","raw_affiliation_strings":["Saarland University,Lab for Measurement Technology,Saarbr\u00fccken,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Saarland University,Lab for Measurement Technology,Saarbr\u00fccken,Germany","institution_ids":["https://openalex.org/I91712215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011584226","display_name":"Tanja Dorst","orcid":"https://orcid.org/0000-0001-9756-9014","observed_orcids":["https://orcid.org/0000-0001-9756-9014"]},"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":"Tanja Dorst","raw_affiliation_strings":["Saarland University,Lab for Measurement Technology,Saarbr\u00fccken,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Saarland University,Lab for Measurement Technology,Saarbr\u00fccken,Germany","institution_ids":["https://openalex.org/I91712215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033639173","display_name":"Andreas Sch\u00fctze","orcid":"https://orcid.org/0000-0003-3060-5177","observed_orcids":["https://orcid.org/0000-0003-3060-5177"]},"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":"Andreas Sch\u00fctze","raw_affiliation_strings":["Saarland University,Lab for Measurement Technology,Saarbr\u00fccken,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Saarland University,Lab for Measurement Technology,Saarbr\u00fccken,Germany","institution_ids":["https://openalex.org/I91712215"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028858823","display_name":"Tizian Schneider","orcid":"https://orcid.org/0000-0003-3488-8944","observed_orcids":["https://orcid.org/0000-0003-3488-8944"]},"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":"Tizian Schneider","raw_affiliation_strings":["Saarland University,Lab for Measurement Technology,Saarbr\u00fccken,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Saarland University,Lab for Measurement Technology,Saarbr\u00fccken,Germany","institution_ids":["https://openalex.org/I91712215"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I91712215"],"apc_list":null,"apc_paid":null,"fwci":0.7418,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.61802348,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"01","last_page":"06"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9976000189781189,"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":0.9976000189781189,"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":0.0005000000237487257,"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":9.999999747378752e-05,"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/cylindrical-roller-bearings","display_name":"cylindrical roller bearings","score":0.996999979019165},{"id":"https://openalex.org/keywords/domain-shift","display_name":"domain shift","score":0.7519999742507935},{"id":"https://openalex.org/keywords/distribution-shift","display_name":"distribution shift","score":0.6230000257492065},{"id":"https://openalex.org/keywords/model-robustness","display_name":"model robustness","score":0.7369999885559082},{"id":"https://openalex.org/keywords/automated-machine-learning","display_name":"automated machine learning","score":0.8119999766349792},{"id":"https://openalex.org/keywords/bearing-damage-detection","display_name":"bearing damage detection","score":0.4440000057220459}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7694042921066284},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6540128588676453},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6506159901618958},{"id":"https://openalex.org/C2777655017","wikidata":"https://www.wikidata.org/wiki/Q1501161","display_name":"Toolbox","level":2,"score":0.6365810632705688},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6160174608230591},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.5644816160202026},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.5040463805198669},{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.43368443846702576},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.34086865186691284},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3322659730911255},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/i2mtc53148.2023.10176017","doi":"https://doi.org/10.1109/i2mtc53148.2023.10176017","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/i2mtc53148.2023.10176017","pdf_url":null,"source":{"id":"https://openalex.org/S4393918986","display_name":"IEEE International Instrumentation and Measurement Technology Conference","issn_l":"2642-2069","issn":["2642-2069"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1"],"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":"2023 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.7207000255584717}],"study_designs":[],"awards":[{"id":"https://openalex.org/G8873860089","display_name":"Verbundprojekt: Elektronik f\u00fcr verteilte K\u00fcnstliche Intelligenz zur sensorbasierten Prozess- und Zustandskontrolle - KI-PREDICT -, Teilvorhaben: Grundlegende Untersuchungen zum Einsatz hochfrequent abgetasteter Druck- und Kraftsensorik und Erprobung des Gesamtsystems","funder_award_id":"16ME0030K","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"}],"funders":[{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2089468765","https://openalex.org/W2180650559","https://openalex.org/W2295124130","https://openalex.org/W2302501749","https://openalex.org/W2844117170","https://openalex.org/W3092461455","https://openalex.org/W3104911444","https://openalex.org/W3112384917","https://openalex.org/W3112486745","https://openalex.org/W4300173727","https://openalex.org/W4301394837"],"related_works":["https://openalex.org/W4410442321","https://openalex.org/W4388874101","https://openalex.org/W4402467582","https://openalex.org/W4411377461","https://openalex.org/W7167500894","https://openalex.org/W3212222199","https://openalex.org/W4388854318","https://openalex.org/W6908343822","https://openalex.org/W7215049150","https://openalex.org/W3000094982"],"abstract_inverted_index":{"Developing":[0],"test-beds":[1,43],"to":[2,26,30,47,65,93,141,211],"test":[3],"products":[4],"and":[5,7,17,39,60,145,179],"procedures":[6],"gain":[8],"further":[9,28],"insights":[10,29],"is":[11,23,58,135,183],"a":[12,67,119,195],"common":[13],"approach":[14],"in":[15,83,107,166,185],"science":[16],"industry.":[18],"During":[19],"the":[20,31,34,56,84,113,143,154,157,161,164,167,173,213,216],"testing,":[21],"data":[22,51,57],"often":[24,44],"recorded":[25,114],"provide":[27],"analysts.":[32],"Since":[33],"rise":[35],"of":[36,76,147,153,159,163,215],"machine":[37,68,148,208],"learning":[38,69,149,209],"data-driven":[40],"approaches,":[41],"these":[42,77],"get":[45],"over-instrumented":[46],"record":[48],"as":[49,52,189],"much":[50],"possible.":[53],"After":[54],"that,":[55],"analyzed,":[59],"tailored":[61],"algorithms":[62],"are":[63,156],"applied":[64,82],"achieve":[66],"model":[70],"with":[71,205],"high":[72],"accuracy.":[73],"However,":[74],"many":[75],"models":[78],"later":[79],"fail":[80],"when":[81],"real":[85],"world":[86],"because":[87],"they":[88],"lose":[89],"their":[90,108],"validity":[91],"due":[92],"dataset":[94],"or":[95,105],"domain":[96],"shift.":[97],"This":[98],"means":[99],"that":[100,180],"certain":[101],"cross-influences":[102,130],"were":[103],"not,":[104],"not":[106],"complete":[109],"range,":[110],"covered":[111],"within":[112],"data.":[115],"In":[116,194],"this":[117],"contribution,":[118],"test-bed":[120,155,168,217],"for":[121,137],"cylindrical":[122],"roller":[123],"bearings":[124],"has":[125],"been":[126,202],"developed":[127],"where":[128],"multiple":[129],"can":[131],"be":[132],"varied.":[133],"It":[134],"designed":[136],"subsequent":[138],"leave-one-group-out":[139],"cross-validation":[140],"evaluate":[142,212],"robustness":[144],"transferability":[146],"models.":[150],"Noteworthy":[151],"features":[152],"possibility":[158],"changing":[160],"position":[162],"bearing":[165,182],"without":[169],"disassembling":[170],"it":[171],"from":[172],"shaft":[174],"(perhaps":[175],"causing":[176],"unintentional":[177],"damages)":[178],"each":[181],"measured":[184],"its":[186],"undamaged":[187],"condition":[188],"well":[190],"before":[191],"damaging":[192],"it.":[193],"first":[196],"measurement":[197],"campaign,":[198],"three":[199],"experiments":[200],"had":[201],"carried":[203],"out":[204],"an":[206],"automated":[207],"toolbox":[210],"performance":[214],"design.":[218]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2023-07-14T00:00:00"}
