{"id":"https://openalex.org/W4381785695","doi":"https://doi.org/10.1109/mis.2023.3289067","title":"The SRVM: A Similarity-Based Relevance Vector Machine for Remaining Useful Lifetime Prediction in the Industrial Internet of Things","display_name":"The SRVM: A Similarity-Based Relevance Vector Machine for Remaining Useful Lifetime Prediction in the Industrial Internet of Things","publication_year":2023,"publication_date":"2023-06-23","ids":{"openalex":"https://openalex.org/W4381785695","doi":"https://doi.org/10.1109/mis.2023.3289067"},"language":"en","primary_location":{"id":"doi:10.1109/mis.2023.3289067","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mis.2023.3289067","pdf_url":null,"source":{"id":"https://openalex.org/S114241109","display_name":"IEEE Intelligent Systems","issn_l":"1541-1672","issn":["1541-1672","1941-1294"],"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 Intelligent Systems","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/A5066624254","display_name":"Guorui Li","orcid":"https://orcid.org/0000-0003-2360-7895"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guorui Li","raw_affiliation_strings":["Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101906053","display_name":"Yajun Wu","orcid":"https://orcid.org/0009-0003-2230-3854"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yajun Wu","raw_affiliation_strings":["Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100390466","display_name":"Cong Wang","orcid":"https://orcid.org/0000-0002-2603-4626"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cong Wang","raw_affiliation_strings":["Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043665482","display_name":"Sancheng Peng","orcid":"https://orcid.org/0000-0002-0865-3570"},"institutions":[{"id":"https://openalex.org/I186272606","display_name":"Guangdong University of Foreign Studies","ror":"https://ror.org/00fhc9y79","country_code":"CN","type":"education","lineage":["https://openalex.org/I186272606"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sancheng Peng","raw_affiliation_strings":["Guangdong University of Foreign Studies, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Guangdong University of Foreign Studies, Guangzhou, China","institution_ids":["https://openalex.org/I186272606"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053316728","display_name":"Jianwei Niu","orcid":"https://orcid.org/0000-0003-3946-5107"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianwei Niu","raw_affiliation_strings":["Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005228053","display_name":"Shui Yu","orcid":"https://orcid.org/0000-0003-4485-6743"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shui Yu","raw_affiliation_strings":["University of Technology Sydney, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"University of Technology Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5066624254"],"corresponding_institution_ids":["https://openalex.org/I9224756"],"apc_list":null,"apc_paid":null,"fwci":1.2705,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.79429075,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"38","issue":"5","first_page":"45","last_page":"55"},"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":0.9966999888420105,"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/T13690","display_name":"Quality and Safety in Healthcare","score":0.9776999950408936,"subfield":{"id":"https://openalex.org/subfields/3607","display_name":"Medical Laboratory Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7625765800476074},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.7424951791763306},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6500497460365295},{"id":"https://openalex.org/keywords/relevance-vector-machine","display_name":"Relevance vector machine","score":0.6243451833724976},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5647127628326416},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5519365072250366},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5308680534362793},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48944488167762756},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4332462549209595},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4282231330871582},{"id":"https://openalex.org/keywords/industrial-internet","display_name":"Industrial Internet","score":0.42095476388931274},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4122634828090668},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.3997887670993805},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.13030830025672913},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08467221260070801}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7625765800476074},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.7424951791763306},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6500497460365295},{"id":"https://openalex.org/C14948415","wikidata":"https://www.wikidata.org/wiki/Q7310972","display_name":"Relevance vector machine","level":3,"score":0.6243451833724976},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5647127628326416},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5519365072250366},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5308680534362793},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48944488167762756},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4332462549209595},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4282231330871582},{"id":"https://openalex.org/C202839342","wikidata":"https://www.wikidata.org/wiki/Q60740481","display_name":"Industrial Internet","level":3,"score":0.42095476388931274},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4122634828090668},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.3997887670993805},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.13030830025672913},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08467221260070801},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mis.2023.3289067","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mis.2023.3289067","pdf_url":null,"source":{"id":"https://openalex.org/S114241109","display_name":"IEEE Intelligent Systems","issn_l":"1541-1672","issn":["1541-1672","1941-1294"],"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 Intelligent Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6399999856948853}],"awards":[{"id":"https://openalex.org/G4599590302","display_name":null,"funder_award_id":"ZD2021403","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G551529779","display_name":null,"funder_award_id":"F2020501034","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G807303801","display_name":null,"funder_award_id":"F2022501025","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8985950464","display_name":null,"funder_award_id":"LAI202306","funder_id":"https://openalex.org/F4320324850","funder_display_name":"Guangdong University of Foreign Studies"}],"funders":[{"id":"https://openalex.org/F4320324850","display_name":"Guangdong University of Foreign Studies","ror":"https://ror.org/00fhc9y79"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2049057181","https://openalex.org/W2773549135","https://openalex.org/W2805330622","https://openalex.org/W2901594529","https://openalex.org/W3085854806","https://openalex.org/W3187050706","https://openalex.org/W3208685123"],"related_works":["https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2625093826","https://openalex.org/W4200598720","https://openalex.org/W2921026492","https://openalex.org/W2469829262","https://openalex.org/W3212933010","https://openalex.org/W4390610562","https://openalex.org/W4400212587"],"abstract_inverted_index":{"With":[0],"the":[1,17,26,52,59,86,92,103,112,134,138],"continuous":[2],"advancement":[3],"of":[4,21,40,55,61,63,68,137,144],"Industry":[5],"4.0":[6],"and":[7,23,66,119],"intelligent":[8],"manufacturing,":[9],"remaining":[10,27],"useful":[11],"lifetime":[12],"(RUL)":[13],"prediction":[14,72,125,135],"can":[15,44],"forecast":[16],"future":[18],"degradation":[19,105],"state":[20],"machinery":[22],"then":[24],"estimate":[25],"service":[28],"time":[29],"before":[30],"it":[31],"loses":[32],"its":[33],"safe":[34],"operation":[35],"ability.":[36],"Accordingly,":[37],"a":[38,74],"series":[39],"predictive":[41],"maintenance":[42],"strategies":[43],"be":[45],"regulated":[46],"in":[47,51,70,82,91,111],"advance":[48],"for":[49],"equipment":[50],"Industrial":[53],"Internet":[54],"Things.":[56],"To":[57],"tackle":[58],"challenges":[60],"insufficiency":[62],"failure":[64],"data":[65],"lack":[67],"confidence":[69],"RUL":[71,124],"results,":[73],"similarity-based":[75],"relevance":[76],"vector":[77],"machine":[78],"(SRVM)":[79],"is":[80,94,140],"proposed":[81],"this":[83],"article.":[84],"Primarily,":[85],"relationship":[87],"among":[88],"latent":[89],"variables":[90,110,118],"SRVM":[93,113,139],"learned":[95],"adaptively":[96],"through":[97],"similarity":[98],"computations":[99],"to":[100,122],"fully":[101],"utilize":[102],"limited":[104],"data.":[106],"Furthermore,":[107],"these":[108],"internal":[109],"are":[114],"treated":[115],"as":[116],"time-varying":[117],"re-estimated":[120],"dynamically":[121],"provide":[123],"with":[126],"reliable":[127],"confidence.":[128],"The":[129],"experiment":[130],"results":[131],"show":[132],"that":[133,143],"accuracy":[136],"higher":[141],"than":[142],"other":[145],"baseline":[146],"methods.":[147]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}