{"id":"https://openalex.org/W4410442321","doi":"https://doi.org/10.3390/data10050077","title":"A Machine Learning Dataset of Artificial Inner Ring Damage on Cylindrical Roller Bearings Measured Under Varying Cross-Influences","display_name":"A Machine Learning Dataset of Artificial Inner Ring Damage on Cylindrical Roller Bearings Measured Under Varying Cross-Influences","publication_year":2025,"publication_date":"2025-05-16","ids":{"openalex":"https://openalex.org/W4410442321","doi":"https://doi.org/10.3390/data10050077"},"language":"en","primary_location":{"id":"doi:10.3390/data10050077","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data10050077","pdf_url":"https://www.mdpi.com/2306-5729/10/5/77/pdf?version=1747382516","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2306-5729/10/5/77/pdf?version=1747382516","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022503184","display_name":"Christopher Schnur","orcid":"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":true,"raw_author_name":"Christopher Schnur","raw_affiliation_strings":["Centre for Mechatronics and Automation Technology gGmbH, 66121 Saarbr\u00fccken, Germany","Lab for Measurement Technology, Saarland University, 66123 Saarbr\u00fccken, Germany"],"raw_orcid":"https://orcid.org/0000-0002-6844-0382","affiliations":[{"raw_affiliation_string":"Centre for Mechatronics and Automation Technology gGmbH, 66121 Saarbr\u00fccken, Germany","institution_ids":[]},{"raw_affiliation_string":"Lab for Measurement Technology, Saarland University, 66123 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"},"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":["Lab for Measurement Technology, Saarland University, 66123 Saarbr\u00fccken, Germany"],"raw_orcid":"https://orcid.org/0000-0002-3937-1752","affiliations":[{"raw_affiliation_string":"Lab for Measurement Technology, Saarland University, 66123 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"},"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":["Lab for Measurement Technology, Saarland University, 66123 Saarbr\u00fccken, Germany"],"raw_orcid":"https://orcid.org/0000-0002-6558-6554","affiliations":[{"raw_affiliation_string":"Lab for Measurement Technology, Saarland University, 66123 Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I91712215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108948937","display_name":"Julian Schauer","orcid":"https://orcid.org/0009-0002-2830-1166"},"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":"Julian Schauer","raw_affiliation_strings":["Centre for Mechatronics and Automation Technology gGmbH, 66121 Saarbr\u00fccken, Germany","Lab for Measurement Technology, Saarland University, 66123 Saarbr\u00fccken, Germany"],"raw_orcid":"https://orcid.org/0009-0002-2830-1166","affiliations":[{"raw_affiliation_string":"Centre for Mechatronics and Automation Technology gGmbH, 66121 Saarbr\u00fccken, Germany","institution_ids":[]},{"raw_affiliation_string":"Lab for Measurement Technology, Saarland University, 66123 Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I91712215"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033639173","display_name":"Andreas Sch\u00fctze","orcid":"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":["Centre for Mechatronics and Automation Technology gGmbH, 66121 Saarbr\u00fccken, Germany","Lab for Measurement Technology, Saarland University, 66123 Saarbr\u00fccken, Germany"],"raw_orcid":"https://orcid.org/0000-0003-3060-5177","affiliations":[{"raw_affiliation_string":"Centre for Mechatronics and Automation Technology gGmbH, 66121 Saarbr\u00fccken, Germany","institution_ids":[]},{"raw_affiliation_string":"Lab for Measurement Technology, Saarland University, 66123 Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I91712215"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5022503184"],"corresponding_institution_ids":["https://openalex.org/I91712215"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09237371,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"10","issue":"5","first_page":"77","last_page":"77"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11062","display_name":"Gear and Bearing Dynamics Analysis","score":0.9879000186920166,"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"}},"topics":[{"id":"https://openalex.org/T11062","display_name":"Gear and Bearing Dynamics Analysis","score":0.9879000186920166,"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/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.9811999797821045,"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/T10188","display_name":"Advanced machining processes and optimization","score":0.9764999747276306,"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","display_name":"Bearing (navigation)","score":0.512710690498352},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4856616258621216},{"id":"https://openalex.org/keywords/ring","display_name":"Ring (chemistry)","score":0.48179787397384644},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3990393280982971},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34342217445373535},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.339227557182312},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.33215534687042236},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.09947928786277771}],"concepts":[{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.512710690498352},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4856616258621216},{"id":"https://openalex.org/C2780378348","wikidata":"https://www.wikidata.org/wiki/Q25351438","display_name":"Ring (chemistry)","level":2,"score":0.48179787397384644},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3990393280982971},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34342217445373535},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.339227557182312},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.33215534687042236},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.09947928786277771},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/data10050077","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data10050077","pdf_url":"https://www.mdpi.com/2306-5729/10/5/77/pdf?version=1747382516","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:gam:jdataj:v:10:y:2025:i:5:p:77-:d:1657156","is_oa":false,"landing_page_url":"https://www.mdpi.com/2306-5729/10/5/77/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:abe3aa9a552b40948a459933c1e6d6ba","is_oa":true,"landing_page_url":"https://doaj.org/article/abe3aa9a552b40948a459933c1e6d6ba","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Data, Vol 10, Iss 5, p 77 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/data10050077","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data10050077","pdf_url":"https://www.mdpi.com/2306-5729/10/5/77/pdf?version=1747382516","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410442321.pdf"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W2031946900","https://openalex.org/W2522851758","https://openalex.org/W2530133016","https://openalex.org/W3092461455","https://openalex.org/W4221093429","https://openalex.org/W4385431515","https://openalex.org/W6728255800","https://openalex.org/W6963899088"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W2033914206"],"abstract_inverted_index":{"In":[0,25],"practical":[1],"machine":[2],"learning":[3],"(ML)":[4],"applications,":[5],"covariate":[6,87],"shifts":[7,69],"and":[8,15,49,67,83,109,123],"dependencies":[9],"can":[10,117],"significantly":[11],"impact":[12],"model":[13,128],"robustness":[14,122],"prediction":[16],"quality,":[17],"leading":[18],"to":[19,31,40,57,100,107,137],"performance":[20],"degradation":[21],"under":[22,140],"distribution":[23,68,131],"shifts.":[24],"industrial":[26],"settings,":[27],"it":[28],"is":[29,55],"crucial":[30],"account":[32],"for":[33,64,93,120],"covariates":[34],"during":[35],"the":[36,59,98,105,111,124,127],"design":[37],"of":[38,47,61,89],"experiments":[39],"ensure":[41],"reliable":[42],"generalization.":[43],"The":[44,73],"presented":[45],"dataset":[46,74],"undamaged":[48],"artificially":[50],"damaged":[51],"cylindrical":[52],"roller":[53],"bearings":[54],"designed":[56],"address":[58],"lack":[60],"data":[62],"resources":[63],"targeting":[65],"domain":[66],"in":[70,104],"this":[71,114],"field.":[72],"considers":[75],"multiple":[76,90],"key":[77],"covariates,":[78],"including":[79],"mounting":[80],"position,":[81],"load,":[82],"rotational":[84],"speed.":[85],"Each":[86],"consists":[88],"levels":[91],"optimized":[92],"group-based":[94],"cross-validation.":[95],"This":[96],"allows":[97],"user":[99],"exclude":[101],"specific":[102],"groups":[103],"training":[106],"validate":[108],"test":[110],"algorithm.":[112],"Using":[113],"approach,":[115],"algorithms":[116],"be":[118,138],"evaluated":[119],"their":[121,134],"effect":[125],"on":[126],"caused":[129],"by":[130],"shifts,":[132],"allowing":[133],"generalization":[135],"capabilities":[136],"studied":[139],"realistic":[141],"conditions.":[142]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}