{"id":"https://openalex.org/W2904460913","doi":"https://doi.org/10.1109/tr.2018.2882682","title":"A Hybrid Prognostics Approach for Estimating Remaining Useful Life of Rolling Element Bearings","display_name":"A Hybrid Prognostics Approach for Estimating Remaining Useful Life of Rolling Element Bearings","publication_year":2018,"publication_date":"2018-12-14","ids":{"openalex":"https://openalex.org/W2904460913","doi":"https://doi.org/10.1109/tr.2018.2882682","mag":"2904460913"},"language":"en","primary_location":{"id":"doi:10.1109/tr.2018.2882682","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2018.2882682","pdf_url":null,"source":{"id":"https://openalex.org/S87725633","display_name":"IEEE Transactions on Reliability","issn_l":"0018-9529","issn":["0018-9529","1558-1721"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Reliability","raw_type":"journal-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/A5080942962","display_name":"Biao Wang","orcid":"https://orcid.org/0000-0003-4283-2211"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Biao Wang","raw_affiliation_strings":["Key Laboratory of Education Ministry for Modern Design and Rotor-Bearing System, Xi'an Jiaotong University, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0003-4283-2211","affiliations":[{"raw_affiliation_string":"Key Laboratory of Education Ministry for Modern Design and Rotor-Bearing System, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008554873","display_name":"Yaguo Lei","orcid":"https://orcid.org/0000-0002-5167-1459"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaguo Lei","raw_affiliation_strings":["Key Laboratory of Education Ministry for Modern Design and Rotor-Bearing System, Xi'an Jiaotong University, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0002-5167-1459","affiliations":[{"raw_affiliation_string":"Key Laboratory of Education Ministry for Modern Design and Rotor-Bearing System, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044245613","display_name":"Naipeng Li","orcid":"https://orcid.org/0000-0003-0678-8161"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Naipeng Li","raw_affiliation_strings":["Key Laboratory of Education Ministry for Modern Design and Rotor-Bearing System, Xi'an Jiaotong University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Education Ministry for Modern Design and Rotor-Bearing System, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100608162","display_name":"Ningbo Li","orcid":"https://orcid.org/0000-0003-0512-3213"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ningbo Li","raw_affiliation_strings":["Key Laboratory of Education Ministry for Modern Design and Rotor-Bearing System, Xi'an Jiaotong University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Education Ministry for Modern Design and Rotor-Bearing System, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":53.581,"has_fulltext":false,"cited_by_count":1773,"citation_normalized_percentile":{"value":0.9996338,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"69","issue":"1","first_page":"401","last_page":"412"},"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/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9890000224113464,"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/T13213","display_name":"Mechanical Failure Analysis and Simulation","score":0.967199981212616,"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/prognostics","display_name":"Prognostics","score":0.8635672330856323},{"id":"https://openalex.org/keywords/rolling-element-bearing","display_name":"Rolling-element bearing","score":0.7196750044822693},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.6436976790428162},{"id":"https://openalex.org/keywords/bearing","display_name":"Bearing (navigation)","score":0.5953816175460815},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.5375328660011292},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.5079384446144104},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.48050010204315186},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.43188369274139404},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.42946162819862366},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.42082086205482483},{"id":"https://openalex.org/keywords/condition-monitoring","display_name":"Condition monitoring","score":0.411079466342926},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3360852301120758},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1600501537322998},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1495843529701233},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08763587474822998}],"concepts":[{"id":"https://openalex.org/C129364497","wikidata":"https://www.wikidata.org/wiki/Q3042561","display_name":"Prognostics","level":2,"score":0.8635672330856323},{"id":"https://openalex.org/C2780155820","wikidata":"https://www.wikidata.org/wiki/Q1335987","display_name":"Rolling-element bearing","level":3,"score":0.7196750044822693},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6436976790428162},{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.5953816175460815},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.5375328660011292},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.5079384446144104},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.48050010204315186},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.43188369274139404},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.42946162819862366},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.42082086205482483},{"id":"https://openalex.org/C2775846686","wikidata":"https://www.wikidata.org/wiki/Q643012","display_name":"Condition monitoring","level":2,"score":0.411079466342926},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3360852301120758},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1600501537322998},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1495843529701233},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08763587474822998},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tr.2018.2882682","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2018.2882682","pdf_url":null,"source":{"id":"https://openalex.org/S87725633","display_name":"IEEE Transactions on Reliability","issn_l":"0018-9529","issn":["0018-9529","1558-1721"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Reliability","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2320743339","display_name":null,"funder_award_id":"51421004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5775067451","display_name":null,"funder_award_id":"61673311","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1540327028","https://openalex.org/W1556459174","https://openalex.org/W1571089688","https://openalex.org/W1633751774","https://openalex.org/W1969150846","https://openalex.org/W1975687401","https://openalex.org/W1995430360","https://openalex.org/W2005523062","https://openalex.org/W2006169073","https://openalex.org/W2008595450","https://openalex.org/W2010536454","https://openalex.org/W2014685668","https://openalex.org/W2022141820","https://openalex.org/W2046495656","https://openalex.org/W2048868027","https://openalex.org/W2049217713","https://openalex.org/W2051214861","https://openalex.org/W2051406062","https://openalex.org/W2053443947","https://openalex.org/W2055873761","https://openalex.org/W2062556295","https://openalex.org/W2078263418","https://openalex.org/W2078279667","https://openalex.org/W2122714474","https://openalex.org/W2133832971","https://openalex.org/W2142724780","https://openalex.org/W2155832827","https://openalex.org/W2292044413","https://openalex.org/W2319025975","https://openalex.org/W2342548755","https://openalex.org/W2417225786","https://openalex.org/W2471161958","https://openalex.org/W2516566105","https://openalex.org/W2591055632","https://openalex.org/W2603225712","https://openalex.org/W2692693673","https://openalex.org/W2738563279","https://openalex.org/W2741730792","https://openalex.org/W2773549135","https://openalex.org/W4256097939","https://openalex.org/W4285719527","https://openalex.org/W6633355566","https://openalex.org/W6636690510","https://openalex.org/W6696947552","https://openalex.org/W6736412012"],"related_works":["https://openalex.org/W2908973203","https://openalex.org/W2340423614","https://openalex.org/W4281808365","https://openalex.org/W2335478004","https://openalex.org/W3164007574","https://openalex.org/W2801712269","https://openalex.org/W1872896676","https://openalex.org/W2156691445","https://openalex.org/W2045186954","https://openalex.org/W2064011721"],"abstract_inverted_index":{"Remaining":[0],"useful":[1],"life":[2],"(RUL)":[3],"prediction":[4,36,114],"of":[5,25,37,44,87,102,112,115],"rolling":[6,38,88,116],"element":[7,39,89,117],"bearings":[8,45,90],"plays":[9],"a":[10,30],"pivotal":[11],"role":[12],"in":[13,106],"reducing":[14],"costly":[15],"unplanned":[16],"maintenance":[17],"and":[18,23,91,110],"increasing":[19],"the":[20,64,71,80,92,100,103,108],"reliability,":[21],"availability,":[22],"safety":[24],"machines.":[26],"This":[27],"paper":[28],"proposes":[29],"hybrid":[31],"prognostics":[32],"approach":[33,76,105],"for":[34],"RUL":[35,72,113],"bearings.":[40,118],"First,":[41],"degradation":[42,60,85],"data":[43,82],"are":[46,67],"sparsely":[47],"represented":[48],"using":[49,79],"relevance":[50],"vector":[51],"machine":[52],"regressions":[53],"with":[54,63],"different":[55],"kernel":[56],"parameters.":[57],"Then,":[58],"exponential":[59],"models":[61],"coupled":[62],"Fr\u00e9chet":[65],"distance":[66],"employed":[68],"to":[69],"estimate":[70],"adaptively.":[73],"The":[74],"proposed":[75,104],"is":[77],"evaluated":[78],"vibration":[81],"from":[83],"accelerated":[84],"tests":[86],"public":[93],"PRONOSTIA":[94],"bearing":[95],"datasets.":[96],"Experimental":[97],"results":[98],"demonstrate":[99],"effectiveness":[101],"improving":[107],"accuracy":[109],"convergence":[111]},"counts_by_year":[{"year":2026,"cited_by_count":168},{"year":2025,"cited_by_count":388},{"year":2024,"cited_by_count":399},{"year":2023,"cited_by_count":301},{"year":2022,"cited_by_count":231},{"year":2021,"cited_by_count":188},{"year":2020,"cited_by_count":78},{"year":2019,"cited_by_count":20}],"updated_date":"2026-06-20T22:02:38.213706","created_date":"2025-10-10T00:00:00"}
