{"id":"https://openalex.org/W4381949442","doi":"https://doi.org/10.1007/s13198-023-01979-0","title":"Adaptive remaining useful life prediction framework with stochastic failure threshold for experimental bearings with different lifetimes under contaminated condition","display_name":"Adaptive remaining useful life prediction framework with stochastic failure threshold for experimental bearings with different lifetimes under contaminated condition","publication_year":2023,"publication_date":"2023-06-25","ids":{"openalex":"https://openalex.org/W4381949442","doi":"https://doi.org/10.1007/s13198-023-01979-0"},"language":"en","primary_location":{"id":"doi:10.1007/s13198-023-01979-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13198-023-01979-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13198-023-01979-0.pdf","source":{"id":"https://openalex.org/S40280859","display_name":"International Journal of Systems Assurance Engineering and Management","issn_l":"0975-6809","issn":["0975-6809","0976-4348"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of System Assurance Engineering and Management","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s13198-023-01979-0.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019961033","display_name":"Bahareh Tajiani","orcid":"https://orcid.org/0000-0001-6340-5038"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Bahareh Tajiani","raw_affiliation_strings":["Department of Mechanical and Industrial Engineering, Norwegian University of Science and Technology (NTNU), 7491, Trondheim, Norway"],"raw_orcid":"https://orcid.org/0000-0001-6340-5038","affiliations":[{"raw_affiliation_string":"Department of Mechanical and Industrial Engineering, Norwegian University of Science and Technology (NTNU), 7491, Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032650678","display_name":"J\u00f8rn Vatn","orcid":"https://orcid.org/0000-0002-7562-0672"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"J\u00f8rn Vatn","raw_affiliation_strings":["Department of Mechanical and Industrial Engineering, Norwegian University of Science and Technology (NTNU), 7491, Trondheim, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Industrial Engineering, Norwegian University of Science and Technology (NTNU), 7491, Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5019961033"],"corresponding_institution_ids":["https://openalex.org/I204778367"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":1.2554,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.79290733,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"14","issue":"5","first_page":"1756","last_page":"1777"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9987999796867371,"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":0.9987999796867371,"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/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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":0.9775999784469604,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/prognostics","display_name":"Prognostics","score":0.7705885767936707},{"id":"https://openalex.org/keywords/downtime","display_name":"Downtime","score":0.717178225517273},{"id":"https://openalex.org/keywords/bearing","display_name":"Bearing (navigation)","score":0.6342635154724121},{"id":"https://openalex.org/keywords/time-domain","display_name":"Time domain","score":0.5158326029777527},{"id":"https://openalex.org/keywords/condition-monitoring","display_name":"Condition monitoring","score":0.5087409615516663},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.4958420693874359},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.48112836480140686},{"id":"https://openalex.org/keywords/wiener-process","display_name":"Wiener process","score":0.47780996561050415},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.47322073578834534},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.456605464220047},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4547724723815918},{"id":"https://openalex.org/keywords/frequency-domain","display_name":"Frequency domain","score":0.4455549716949463},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.41896873712539673},{"id":"https://openalex.org/keywords/condition-based-maintenance","display_name":"Condition-based maintenance","score":0.41432273387908936},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3792721629142761},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1793273687362671},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1094769537448883},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1073504388332367}],"concepts":[{"id":"https://openalex.org/C129364497","wikidata":"https://www.wikidata.org/wiki/Q3042561","display_name":"Prognostics","level":2,"score":0.7705885767936707},{"id":"https://openalex.org/C180591934","wikidata":"https://www.wikidata.org/wiki/Q1253369","display_name":"Downtime","level":2,"score":0.717178225517273},{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.6342635154724121},{"id":"https://openalex.org/C103824480","wikidata":"https://www.wikidata.org/wiki/Q185889","display_name":"Time domain","level":2,"score":0.5158326029777527},{"id":"https://openalex.org/C2775846686","wikidata":"https://www.wikidata.org/wiki/Q643012","display_name":"Condition monitoring","level":2,"score":0.5087409615516663},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4958420693874359},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.48112836480140686},{"id":"https://openalex.org/C60391097","wikidata":"https://www.wikidata.org/wiki/Q1056809","display_name":"Wiener process","level":2,"score":0.47780996561050415},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.47322073578834534},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.456605464220047},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4547724723815918},{"id":"https://openalex.org/C19118579","wikidata":"https://www.wikidata.org/wiki/Q786423","display_name":"Frequency domain","level":2,"score":0.4455549716949463},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.41896873712539673},{"id":"https://openalex.org/C2776907094","wikidata":"https://www.wikidata.org/wiki/Q1043452","display_name":"Condition-based maintenance","level":2,"score":0.41432273387908936},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3792721629142761},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1793273687362671},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1094769537448883},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1073504388332367},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"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:10.1007/s13198-023-01979-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13198-023-01979-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13198-023-01979-0.pdf","source":{"id":"https://openalex.org/S40280859","display_name":"International Journal of Systems Assurance Engineering and Management","issn_l":"0975-6809","issn":["0975-6809","0976-4348"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of System Assurance Engineering and Management","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:ijsaem:v:14:y:2023:i:5:d:10.1007_s13198-023-01979-0","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s13198-023-01979-0","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"}],"best_oa_location":{"id":"doi:10.1007/s13198-023-01979-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13198-023-01979-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13198-023-01979-0.pdf","source":{"id":"https://openalex.org/S40280859","display_name":"International Journal of Systems Assurance Engineering and Management","issn_l":"0975-6809","issn":["0975-6809","0976-4348"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of System Assurance Engineering and Management","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4381949442.pdf"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W1556459174","https://openalex.org/W1907428585","https://openalex.org/W1974266734","https://openalex.org/W1977020076","https://openalex.org/W1985578025","https://openalex.org/W1998549657","https://openalex.org/W2005523062","https://openalex.org/W2007221293","https://openalex.org/W2028119131","https://openalex.org/W2046147935","https://openalex.org/W2061171222","https://openalex.org/W2064736393","https://openalex.org/W2107558893","https://openalex.org/W2116816365","https://openalex.org/W2142724780","https://openalex.org/W2217684237","https://openalex.org/W2337713278","https://openalex.org/W2346079081","https://openalex.org/W2478589344","https://openalex.org/W2489389092","https://openalex.org/W2519319810","https://openalex.org/W2526576891","https://openalex.org/W2572581139","https://openalex.org/W2591055632","https://openalex.org/W2624231555","https://openalex.org/W2759531725","https://openalex.org/W2766688321","https://openalex.org/W2772084711","https://openalex.org/W2789318881","https://openalex.org/W2791384746","https://openalex.org/W2791939925","https://openalex.org/W2793164711","https://openalex.org/W2798170600","https://openalex.org/W2808622270","https://openalex.org/W2811238176","https://openalex.org/W2889809771","https://openalex.org/W2900438754","https://openalex.org/W2920083100","https://openalex.org/W2940287379","https://openalex.org/W2950561777","https://openalex.org/W2953079165","https://openalex.org/W2956353897","https://openalex.org/W2975685671","https://openalex.org/W3116907792","https://openalex.org/W3127722381","https://openalex.org/W3136651874","https://openalex.org/W3148780787","https://openalex.org/W3159011864","https://openalex.org/W3213131847","https://openalex.org/W4254083807","https://openalex.org/W4387756645"],"related_works":["https://openalex.org/W1557405600","https://openalex.org/W2005485844","https://openalex.org/W2064323378","https://openalex.org/W2037411704","https://openalex.org/W1982533075","https://openalex.org/W1601861909","https://openalex.org/W2908973203","https://openalex.org/W2045186954","https://openalex.org/W3114992894","https://openalex.org/W1502469213"],"abstract_inverted_index":{"Abstract":[0],"Deterioration":[1],"modelling":[2],"and":[3,19,38,53,70,110,142,175,207,238,243],"remaining":[4],"useful":[5],"life":[6,116],"(RUL)":[7],"prediction":[8,26,94,112,199],"of":[9,22,48,103,107,165,191,204,217,240],"roller":[10],"bearings":[11],"is":[12,126,154,181],"critical":[13],"to":[14,46,65,127],"ensure":[15],"a":[16,97,157,172],"safe,":[17],"reliable,":[18],"efficient":[20],"operation":[21],"rotating":[23,241],"machinery.":[24],"RUL":[25,93,111,176,198],"models":[27],"in":[28,79,212],"model-based":[29],"approaches":[30],"are":[31,63,72,168,210],"often":[32],"based":[33,155],"on":[34,156],"constant":[35],"failure":[36,43,99],"threshold":[37,100],"time-domain":[39,57],"features":[40,58],"for":[41,75,147,224],"bearings\u2019":[42,67],"prognosis.":[44],"Due":[45],"nonlinearity":[47],"the":[49,56,80,129,148,162,166,188,192,202,213,236,245],"acceleration":[50],"signals,":[51],"noises,":[52],"measurement":[54],"errors,":[55],"used":[59,223],"as":[60,201],"condition":[61,145],"indicators":[62,146],"unable":[64],"track":[66],"degradation":[68,179,208],"successfully":[69],"they":[71],"mostly":[73],"utilized":[74],"fault":[76,81],"diagnosis,":[77],"especially":[78],"classification":[82],"field":[83],"using":[84,113,137,171],"machine":[85],"learning":[86],"algorithms.":[87],"This":[88],"paper":[89,219],"proposes":[90],"an":[91,225,230],"adaptive":[92],"framework":[95],"with":[96],"stochastic":[98,158],"which":[101],"comprises":[102],"two":[104],"main":[105],"phases":[106],"feature":[108],"extraction":[109],"laboratory-acquired":[114],"accelerated":[115],"test":[117],"data":[118],"obtained":[119],"from":[120],"contaminated":[121],"bearings.":[122],"The":[123,151,184,215],"first":[124],"phase":[125,153],"decompose":[128],"empirical":[130],"input":[131],"signals":[132],"into":[133],"different":[134,178],"frequency":[135],"bands":[136],"some":[138],"time\u2013frequency":[139],"transformation":[140],"functions":[141],"extract":[143],"several":[144],"second":[149,152],"phase.":[150],"Wiener":[159],"process":[160],"while":[161],"key":[163],"parameters":[164],"model":[167],"updated":[169],"iteratively":[170],"Bayesian":[173],"approach,":[174],"at":[177],"datapoints":[180],"computed":[182],"numerically.":[183],"experimental":[185],"results":[186,216],"showed":[187],"good":[189],"performance":[190],"developed":[193],"framework.":[194],"Some":[195],"factors":[196],"affecting":[197],"such":[200],"length":[203],"bearing":[205],"samples,":[206],"mechanism":[209],"highlighted":[211],"result.":[214],"this":[218],"can":[220],"be":[221],"further":[222],"effective":[226],"maintenance":[227,232],"optimization,":[228],"determining":[229],"optimal":[231],"alarm":[233],"threshold,":[234],"improving":[235],"reliability":[237],"safety":[239],"machinery,":[242],"reducing":[244],"downtime":[246],"cost.":[247]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-24T23:09:58.560324","created_date":"2025-10-10T00:00:00"}
