{"id":"https://openalex.org/W4327796595","doi":"https://doi.org/10.1109/tr.2023.3252605","title":"ES-DLSSVM-Based Prognostics of Rolling Element Bearings","display_name":"ES-DLSSVM-Based Prognostics of Rolling Element Bearings","publication_year":2023,"publication_date":"2023-03-17","ids":{"openalex":"https://openalex.org/W4327796595","doi":"https://doi.org/10.1109/tr.2023.3252605"},"language":"en","primary_location":{"id":"doi:10.1109/tr.2023.3252605","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2023.3252605","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/A5044187241","display_name":"Yubo Shao","orcid":"https://orcid.org/0000-0002-7040-9990"},"institutions":[{"id":"https://openalex.org/I4385474403","display_name":"Changchun University of Technology","ror":"https://ror.org/052pakb34","country_code":null,"type":"education","lineage":["https://openalex.org/I4385474403"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yubo Shao","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, Changchun University of Technology, Changchun, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Changchun University of Technology, Changchun, China","institution_ids":["https://openalex.org/I4385474403"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038690943","display_name":"Xiao He","orcid":"https://orcid.org/0000-0002-4588-0887"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao He","raw_affiliation_strings":["Department of Automation, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-4588-0887","affiliations":[{"raw_affiliation_string":"Department of Automation, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011254289","display_name":"Bangcheng Zhang","orcid":"https://orcid.org/0000-0001-9490-0170"},"institutions":[{"id":"https://openalex.org/I4210143016","display_name":"Changchun Institute of Technology","ror":"https://ror.org/03r6wam78","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210143016"]},{"id":"https://openalex.org/I4385474403","display_name":"Changchun University of Technology","ror":"https://ror.org/052pakb34","country_code":null,"type":"education","lineage":["https://openalex.org/I4385474403"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bangcheng Zhang","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, Changchun Institute of Technology, Changchun, China","School of Mechanical and Electrical Engineering, Changchun University of Technology, Changchun, China"],"raw_orcid":"https://orcid.org/0000-0001-9490-0170","affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Changchun Institute of Technology, Changchun, China","institution_ids":["https://openalex.org/I4210143016"]},{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Changchun University of Technology, Changchun, China","institution_ids":["https://openalex.org/I4385474403"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085983625","display_name":"Chao Cheng","orcid":"https://orcid.org/0000-0001-5858-5193"},"institutions":[{"id":"https://openalex.org/I4385474403","display_name":"Changchun University of Technology","ror":"https://ror.org/052pakb34","country_code":null,"type":"education","lineage":["https://openalex.org/I4385474403"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Cheng","raw_affiliation_strings":["School of Computer Science and Engineering, Changchun University of Technology, Changchun, China"],"raw_orcid":"https://orcid.org/0000-0001-5858-5193","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Changchun University of Technology, Changchun, China","institution_ids":["https://openalex.org/I4385474403"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015669906","display_name":"Xiaopeng Xi","orcid":"https://orcid.org/0000-0003-2909-2642"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaopeng Xi","raw_affiliation_strings":["College of Electrical Engineering and Automation, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0003-2909-2642","affiliations":[{"raw_affiliation_string":"College of Electrical Engineering and Automation, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3085,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.79421072,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"73","issue":"1","first_page":"317","last_page":"327"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9926999807357788,"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":0.9926999807357788,"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":0.9620000123977661,"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":0.9233999848365784,"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":0.8829408288002014},{"id":"https://openalex.org/keywords/degradation","display_name":"Degradation (telecommunications)","score":0.736169159412384},{"id":"https://openalex.org/keywords/envelope","display_name":"Envelope (radar)","score":0.5603405237197876},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5358949899673462},{"id":"https://openalex.org/keywords/sigma","display_name":"Sigma","score":0.5234664678573608},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5087361931800842},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45779213309288025},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.43350857496261597},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42126697301864624},{"id":"https://openalex.org/keywords/rolling-element-bearing","display_name":"Rolling-element bearing","score":0.4204903841018677},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.30087998509407043},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2758480906486511},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.242319256067276},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.20078623294830322},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.14972129464149475},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12016609311103821}],"concepts":[{"id":"https://openalex.org/C129364497","wikidata":"https://www.wikidata.org/wiki/Q3042561","display_name":"Prognostics","level":2,"score":0.8829408288002014},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.736169159412384},{"id":"https://openalex.org/C65155139","wikidata":"https://www.wikidata.org/wiki/Q5380912","display_name":"Envelope (radar)","level":3,"score":0.5603405237197876},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5358949899673462},{"id":"https://openalex.org/C2778049214","wikidata":"https://www.wikidata.org/wiki/Q7512234","display_name":"Sigma","level":2,"score":0.5234664678573608},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5087361931800842},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45779213309288025},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.43350857496261597},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42126697301864624},{"id":"https://openalex.org/C2780155820","wikidata":"https://www.wikidata.org/wiki/Q1335987","display_name":"Rolling-element bearing","level":3,"score":0.4204903841018677},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.30087998509407043},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2758480906486511},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.242319256067276},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.20078623294830322},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.14972129464149475},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12016609311103821},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tr.2023.3252605","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2023.3252605","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":[{"display_name":"Life in Land","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/15"}],"awards":[{"id":"https://openalex.org/G1082587176","display_name":null,"funder_award_id":"ZR2021QF087","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G6764469334","display_name":null,"funder_award_id":"U22A2045","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8400629925","display_name":null,"funder_award_id":"61733009","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"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1970477712","https://openalex.org/W2009789653","https://openalex.org/W2296077894","https://openalex.org/W2343187456","https://openalex.org/W2383718281","https://openalex.org/W2463813940","https://openalex.org/W2474599091","https://openalex.org/W2734888906","https://openalex.org/W2794428080","https://openalex.org/W2808540767","https://openalex.org/W2902177979","https://openalex.org/W2904460913","https://openalex.org/W2958041981","https://openalex.org/W2963716274","https://openalex.org/W2969449914","https://openalex.org/W2970996508","https://openalex.org/W2998982962","https://openalex.org/W3002888218","https://openalex.org/W3006585575","https://openalex.org/W3021048621","https://openalex.org/W3037060082","https://openalex.org/W3041192231","https://openalex.org/W3093605579","https://openalex.org/W3109469345","https://openalex.org/W3115553521","https://openalex.org/W3118159497","https://openalex.org/W3119615519","https://openalex.org/W3119767405","https://openalex.org/W3126314491","https://openalex.org/W3128971145","https://openalex.org/W3133540971","https://openalex.org/W3150223772","https://openalex.org/W3154504804","https://openalex.org/W3158937816","https://openalex.org/W3163280298","https://openalex.org/W3163885119","https://openalex.org/W3165797086","https://openalex.org/W3177031970","https://openalex.org/W3184267170","https://openalex.org/W3185573803","https://openalex.org/W3195207392","https://openalex.org/W3203184639","https://openalex.org/W3207272907","https://openalex.org/W4210760836","https://openalex.org/W4213193991","https://openalex.org/W4224979735","https://openalex.org/W4225808791","https://openalex.org/W4283837614"],"related_works":["https://openalex.org/W2310476526","https://openalex.org/W3213192587","https://openalex.org/W2144291498","https://openalex.org/W2535730979","https://openalex.org/W3193475673","https://openalex.org/W2370073012","https://openalex.org/W4386567722","https://openalex.org/W2072872670","https://openalex.org/W2741768983","https://openalex.org/W3023280727"],"abstract_inverted_index":{"The":[0],"degradation":[1,12,40,72,90,104],"starting":[2,73,91],"time":[3,79],"is":[4,67,80,99],"an":[5,44],"important":[6],"variable":[7],"affecting":[8],"the":[9,27,31,71,77,89,103,108,113],"accuracy":[10],"of":[11,29,33,112],"path":[13],"prediction,":[14],"but":[15],"little":[16],"work":[17],"has":[18],"been":[19],"considered":[20],"in":[21],"existing":[22],"studies.":[23],"This":[24],"article":[25],"investigates":[26],"problem":[28],"predicting":[30],"performance":[32],"rolling":[34],"element":[35],"bearings":[36],"based":[37],"on":[38,43],"early":[39,83],"analysis.":[41],"Based":[42],"improved":[45],"dual":[46],"linear":[47],"structural":[48],"support":[49],"vector":[50],"machine":[51],"with":[52],"envelope":[53],"spectrum":[54],"algorithm":[55],"and":[56,110],"<inline-formula":[57],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[58],"xmlns:xlink=\"http://www.w3.org/1999/xlink\"><tex-math":[59],"notation=\"LaTeX\">$\\mu":[60],"+4\\sigma$</tex-math></inline-formula>":[61],"criteria,":[62],"a":[63,93],"new":[64],"health":[65],"indicator":[66],"proposed":[68,114],"to":[69,82,88,101],"detect":[70],"time.":[74],"As":[75],"well":[76],"detected":[78],"sensitive":[81],"anomalies.":[84],"In":[85],"addition,":[86],"according":[87],"time,":[92],"convolutional":[94],"neural":[95],"network":[96],"prediction":[97],"model":[98],"established":[100],"predict":[102],"path.":[105],"Experiments":[106],"show":[107],"effectiveness":[109],"superiority":[111],"method.":[115]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}