{"id":"https://openalex.org/W7165904709","doi":"https://doi.org/10.1109/access.2026.3707124","title":"Reducing Barriers to Vibration Condition Monitoring of Rotating Machinery: A Self-Configuring Algorithm Without Requiring Prior Fault Samples","display_name":"Reducing Barriers to Vibration Condition Monitoring of Rotating Machinery: A Self-Configuring Algorithm Without Requiring Prior Fault Samples","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7165904709","doi":"https://doi.org/10.1109/access.2026.3707124"},"language":"en","primary_location":{"id":"doi:10.1109/access.2026.3707124","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2026.3707124","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2026.3707124","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044341806","display_name":"Seyed Hesam Hosseinizadeh Mazloumi","orcid":"https://orcid.org/0000-0002-4790-8206"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Seyed Hesam Hosseinizadeh Mazloumi","raw_affiliation_strings":["Department of Mechanical and Mechatronics Engineering, The University of Auckland, Auckland, New Zealand"],"raw_orcid":"https://orcid.org/0000-0002-4790-8206","affiliations":[{"raw_affiliation_string":"Department of Mechanical and Mechatronics Engineering, The University of Auckland, Auckland, New Zealand","institution_ids":["https://openalex.org/I154130895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068507022","display_name":"Madhurjya Dev Choudhury","orcid":"https://orcid.org/0000-0003-1166-0963"},"institutions":[{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Madhurjya Dev Choudhury","raw_affiliation_strings":["Department of Mechanical Engineering, Birla Institute of Technology and Science Pilani, Pilani Campus, Pilani, Rajasthan, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Birla Institute of Technology and Science Pilani, Pilani Campus, Pilani, Rajasthan, India","institution_ids":["https://openalex.org/I74796645"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043548798","display_name":"Yuqian Lu","orcid":"https://orcid.org/0000-0001-5954-0421"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Yuqian Lu","raw_affiliation_strings":["Department of Mechanical and Mechatronics Engineering, The University of Auckland, Auckland, New Zealand"],"raw_orcid":"https://orcid.org/0000-0001-5954-0421","affiliations":[{"raw_affiliation_string":"Department of Mechanical and Mechatronics Engineering, The University of Auckland, Auckland, New Zealand","institution_ids":["https://openalex.org/I154130895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010342778","display_name":"Jaspreet Singh Dhupia","orcid":"https://orcid.org/0000-0001-7181-1917"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Jaspreet Singh Dhupia","raw_affiliation_strings":["Department of Mechanical and Mechatronics Engineering, The University of Auckland, Auckland, New Zealand"],"raw_orcid":"https://orcid.org/0000-0001-7181-1917","affiliations":[{"raw_affiliation_string":"Department of Mechanical and Mechatronics Engineering, The University of Auckland, Auckland, New Zealand","institution_ids":["https://openalex.org/I154130895"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.82231574,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":null,"first_page":"97822","last_page":"97840"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.3537999987602234,"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":0.3537999987602234,"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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.07989999651908875,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11602","display_name":"Magnetic Bearings and Levitation Dynamics","score":0.057500001043081284,"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/condition-monitoring","display_name":"Condition monitoring","score":0.7972000241279602},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.6531999707221985},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5419999957084656},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.4562000036239624},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3483999967575073},{"id":"https://openalex.org/keywords/algorithm-design","display_name":"Algorithm design","score":0.31459999084472656}],"concepts":[{"id":"https://openalex.org/C2775846686","wikidata":"https://www.wikidata.org/wiki/Q643012","display_name":"Condition monitoring","level":2,"score":0.7972000241279602},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6607999801635742},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.6531999707221985},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5419999957084656},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5005999803543091},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.4562000036239624},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3483999967575073},{"id":"https://openalex.org/C106516650","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm design","level":2,"score":0.31459999084472656},{"id":"https://openalex.org/C2776907094","wikidata":"https://www.wikidata.org/wiki/Q1043452","display_name":"Condition-based maintenance","level":2,"score":0.30869999527931213},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.28630000352859497},{"id":"https://openalex.org/C2776902269","wikidata":"https://www.wikidata.org/wiki/Q5165493","display_name":"Continuous monitoring","level":2,"score":0.2644999921321869},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.2605000138282776}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2026.3707124","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2026.3707124","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8938e9c9c14f4bffb1af5304352ce103","is_oa":false,"landing_page_url":"https://doaj.org/article/8938e9c9c14f4bffb1af5304352ce103","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 14, Pp 97822-97840 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2026.3707124","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2026.3707124","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.454178124666214,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Condition":[0],"monitoring":[1,226],"of":[2,31,96,115,196],"rotating":[3],"machinery":[4],"is":[5,61,69,120],"vital":[6],"for":[7,134],"operational":[8],"reliability,":[9],"yet":[10],"widespread":[11],"adoption":[12],"remains":[13],"limited":[14],"by":[15],"data":[16,99],"requirements":[17,90],"and":[18,41,57,186,222],"algorithmic":[19],"complexity.":[20],"Three":[21],"deployment":[22,68],"barriers":[23],"are":[24,91,182],"identified:":[25],"dependency":[26],"on":[27,43],"hundreds":[28,112],"to":[29,63,79,93,113],"thousands":[30,114],"labeled":[32,116],"fault":[33,104,168],"samples":[34],"per":[35,100],"asset,":[36],"extensive":[37],"per-asset":[38],"expert":[39],"configuration,":[40],"reliance":[42],"batch":[44],"processing":[45,125],"rather":[46],"than":[47,108],"incremental":[48,123],"real-time":[49,124],"analysis.":[50],"A":[51],"self-configuring":[52],"algorithm":[53,138],"using":[54,126,173,211],"semi-supervised":[55],"autoencoders":[56],"graph-based":[58],"feature":[59],"selection":[60],"introduced":[62],"address":[64],"these":[65],"barriers.":[66],"Universal":[67],"achieved":[70],"through":[71,122,207],"a":[72],"sampling-adaptive":[73],"parameter":[74],"framework":[75],"that":[76],"automatically":[77],"scales":[78],"equipment-specific":[80],"sampling":[81],"characteristics":[82],"across":[83,141,218,227],"12–100":[84],"kHz":[85,206],"without":[86,177],"manual":[87,178],"reconfiguration.":[88,179],"Data":[89],"reduced":[92],"20":[94,219],"seconds":[95],"healthy":[97],"baseline":[98],"asset":[101],"with":[102],"zero":[103],"examples,":[105],"significantly":[106],"fewer":[107],"supervised":[109],"methods":[110],"requiring":[111],"samples.":[117],"Fault":[118],"detection":[119,131,169],"performed":[121],"1-second":[127],"windows,":[128],"providing":[129],"temporal":[130,209],"information":[132],"essential":[133],"maintenance":[135],"planning.":[136],"The":[137],"was":[139,201],"validated":[140],"32":[142],"independent":[143,191],"run-to-failure":[144],"tests":[145],"from":[146],"five":[147],"datasets":[148],"(NASA":[149],"bearings,":[150,156,160],"2.2":[151],"MW":[152],"wind":[153],"turbine,":[154],"XJTU-SY":[155],"IEEE":[157],"PHM":[158],"2012":[159],"UNSW":[161],"gearbox)":[162],"spanning":[163],"20–100":[164],"kHz,":[165],"achieving":[166,215],"successful":[167],"in":[170],"31":[171],"assets":[172],"identical":[174],"fixed":[175],"parameters":[176],"Detection":[180],"times":[181],"reported":[183],"as":[184],"mean":[185],"standard":[187],"deviation":[188],"over":[189],"5":[190],"runs,":[192],"confirming":[193],"the":[194,197],"reproducibility":[195],"algorithm.":[198],"Parameter":[199],"generalization":[200],"further":[202],"demonstrated":[203],"at":[204],"12":[205],"controlled":[208],"validation":[210],"CWRU":[212],"seeded-fault":[213],"data,":[214],"90%":[216],"sensitivity":[217],"test":[220],"configurations":[221],"supporting":[223],"scalable":[224],"condition":[225],"diverse":[228],"industrial":[229],"equipment":[230],"portfolios.":[231]},"counts_by_year":[],"updated_date":"2026-07-03T06:15:21.484131","created_date":"2026-06-26T00:00:00"}