{"id":"https://openalex.org/W4401907861","doi":"https://doi.org/10.3390/fi16090310","title":"Predictive Maintenance Based on Identity Resolution and Transformers in IIoT","display_name":"Predictive Maintenance Based on Identity Resolution and Transformers in IIoT","publication_year":2024,"publication_date":"2024-08-27","ids":{"openalex":"https://openalex.org/W4401907861","doi":"https://doi.org/10.3390/fi16090310"},"language":"en","primary_location":{"id":"doi:10.3390/fi16090310","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi16090310","pdf_url":"https://www.mdpi.com/1999-5903/16/9/310/pdf?version=1724768735","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-5903/16/9/310/pdf?version=1724768735","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083437700","display_name":"Zhibo Qi","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I4210130112","display_name":"China Academy of Information and Communications Technology","ror":"https://ror.org/038dte259","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210130112","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhibo Qi","raw_affiliation_strings":["China Academy of Information and Communications Technology, Beijing 100191, China","State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing 100876, China","Department of Industrial Internet Institute, China Academy of Information and Communication, Beijing 100083, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Academy of Information and Communications Technology, Beijing 100191, China","institution_ids":["https://openalex.org/I4210130112"]},{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing 100876, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Department of Industrial Internet Institute, China Academy of Information and Communication, Beijing 100083, China","institution_ids":["https://openalex.org/I4210130112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102002573","display_name":"Lei Du","orcid":"https://orcid.org/0000-0002-2578-5452"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Du","raw_affiliation_strings":["School of Information Science and Technology, Beijing University of Technology, Beijing 100124, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Beijing University of Technology, Beijing 100124, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002764339","display_name":"Ru Huo","orcid":"https://orcid.org/0000-0001-9729-1366"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]},{"id":"https://openalex.org/I4210155350","display_name":"Purple Mountain Laboratories","ror":"https://ror.org/04zcbk583","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210155350"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ru Huo","raw_affiliation_strings":["Future Network Research Center, Purple Mountain Laboratories, Nanjing 211111, China","School of Information Science and Technology, Beijing University of Technology, Beijing 100124, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Future Network Research Center, Purple Mountain Laboratories, Nanjing 211111, China","institution_ids":["https://openalex.org/I4210155350"]},{"raw_affiliation_string":"School of Information Science and Technology, Beijing University of Technology, Beijing 100124, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087767046","display_name":"Tao Huang","orcid":"https://orcid.org/0000-0002-3545-1122"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I4210155350","display_name":"Purple Mountain Laboratories","ror":"https://ror.org/04zcbk583","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210155350"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Huang","raw_affiliation_strings":["Future Network Research Center, Purple Mountain Laboratories, Nanjing 211111, China","State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing 100876, China"],"raw_orcid":"https://orcid.org/0000-0002-3545-1122","affiliations":[{"raw_affiliation_string":"Future Network Research Center, Purple Mountain Laboratories, Nanjing 211111, China","institution_ids":["https://openalex.org/I4210155350"]},{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing 100876, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5002764339"],"corresponding_institution_ids":["https://openalex.org/I37796252","https://openalex.org/I4210155350"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":1.8931,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.87001924,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"16","issue":"9","first_page":"310","last_page":"310"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9940000176429749,"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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.987500011920929,"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/computer-science","display_name":"Computer science","score":0.8446052670478821},{"id":"https://openalex.org/keywords/predictive-maintenance","display_name":"Predictive maintenance","score":0.7739970088005066},{"id":"https://openalex.org/keywords/downtime","display_name":"Downtime","score":0.7293893098831177},{"id":"https://openalex.org/keywords/identifier","display_name":"Identifier","score":0.6377973556518555},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5756497383117676},{"id":"https://openalex.org/keywords/industrial-internet","display_name":"Industrial Internet","score":0.5489382147789001},{"id":"https://openalex.org/keywords/alarm","display_name":"ALARM","score":0.5352206230163574},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.48654428124427795},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4056798219680786},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37643173336982727},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35473424196243286},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32850146293640137},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.3066675662994385},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2907019853591919},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.16176378726959229},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.09261450171470642}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8446052670478821},{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.7739970088005066},{"id":"https://openalex.org/C180591934","wikidata":"https://www.wikidata.org/wiki/Q1253369","display_name":"Downtime","level":2,"score":0.7293893098831177},{"id":"https://openalex.org/C154504017","wikidata":"https://www.wikidata.org/wiki/Q853614","display_name":"Identifier","level":2,"score":0.6377973556518555},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5756497383117676},{"id":"https://openalex.org/C202839342","wikidata":"https://www.wikidata.org/wiki/Q60740481","display_name":"Industrial Internet","level":3,"score":0.5489382147789001},{"id":"https://openalex.org/C2779119184","wikidata":"https://www.wikidata.org/wiki/Q294350","display_name":"ALARM","level":2,"score":0.5352206230163574},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.48654428124427795},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4056798219680786},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37643173336982727},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35473424196243286},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32850146293640137},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.3066675662994385},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2907019853591919},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.16176378726959229},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.09261450171470642},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/fi16090310","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi16090310","pdf_url":"https://www.mdpi.com/1999-5903/16/9/310/pdf?version=1724768735","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:gam:jftint:v:16:y:2024:i:9:p:310-:d:1465341","is_oa":false,"landing_page_url":"https://www.mdpi.com/1999-5903/16/9/310/","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"},{"id":"pmh:oai:doaj.org/article:8545b80e7c6246519cbba7843372e5f5","is_oa":true,"landing_page_url":"https://doaj.org/article/8545b80e7c6246519cbba7843372e5f5","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Future Internet, Vol 16, Iss 9, p 310 (2024)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1999-5903/16/9/310/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/fi16090310","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Future Internet","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/fi16090310","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi16090310","pdf_url":"https://www.mdpi.com/1999-5903/16/9/310/pdf?version=1724768735","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6299999952316284,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G1970151165","display_name":null,"funder_award_id":"92367104","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6890498914","display_name":null,"funder_award_id":"62171046","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":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4401907861.pdf"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2919115771","https://openalex.org/W2944364052","https://openalex.org/W2973029888","https://openalex.org/W3111503280","https://openalex.org/W3120799912","https://openalex.org/W4200322140","https://openalex.org/W4226278401","https://openalex.org/W4283020545","https://openalex.org/W4292779060","https://openalex.org/W4309947492","https://openalex.org/W4313592082","https://openalex.org/W4322502839","https://openalex.org/W4323036350","https://openalex.org/W4323850648","https://openalex.org/W4353071659","https://openalex.org/W4360869583","https://openalex.org/W4385478794","https://openalex.org/W4391621104","https://openalex.org/W4392881369","https://openalex.org/W4394987594","https://openalex.org/W4396980067","https://openalex.org/W4399626010","https://openalex.org/W6739901393","https://openalex.org/W6778883912","https://openalex.org/W6810738896"],"related_works":["https://openalex.org/W4285200766","https://openalex.org/W4362496992","https://openalex.org/W1516451032","https://openalex.org/W102856357","https://openalex.org/W2944342107","https://openalex.org/W1567468256","https://openalex.org/W4390478470","https://openalex.org/W1980965876","https://openalex.org/W4281260765","https://openalex.org/W2159886170"],"abstract_inverted_index":{"The":[0],"burgeoning":[1],"development":[2],"of":[3,10,118,141,151],"next-generation":[4],"technologies,":[5],"especially":[6],"the":[7,32,98,115,131,144,149,152],"Industrial":[8],"Internet":[9],"Things":[11],"(IIoT),":[12],"has":[13],"heightened":[14],"interest":[15],"in":[16,47],"predictive":[17,54],"maintenance":[18,55],"(PdM).":[19],"Accurate":[20],"failure":[21],"forecasting":[22],"and":[23,45,60,135],"prompt":[24],"responses":[25],"to":[26,78,102],"downtime":[27],"are":[28,94],"essential":[29],"for":[30,114,130,143],"improving":[31],"industrial":[33],"efficiency.":[34],"Traditional":[35],"PdM":[36],"methods":[37],"often":[38],"suffer":[39],"from":[40,82],"high":[41],"false":[42],"alarm":[43],"rates":[44],"inefficiencies":[46],"complex":[48],"environments.":[49],"This":[50],"paper":[51],"introduces":[52],"a":[53,61,74,136],"framework":[56],"using":[57],"identity":[58],"resolution":[59],"transformer":[62],"model.":[63],"Devices":[64],"receive":[65],"unique":[66,111],"IDs":[67,112],"via":[68],"distributed":[69],"identifiers":[70],"(DIDs),":[71],"followed":[72],"by":[73],"state":[75,99,132],"awareness":[76,100,133],"model":[77,88,101,134],"assess":[79],"device":[80],"health":[81,105],"sensor":[83],"signals.":[84],"A":[85],"sequence":[86,145],"prediction":[87,146],"forecasts":[89],"future":[90,104],"signal":[91],"sequences,":[92],"which":[93],"then":[95],"used":[96],"with":[97,110,127],"determine":[103],"statuses.":[106],"Combining":[107],"these":[108],"predictions":[109],"allows":[113],"rapid":[116],"identification":[117],"facilities":[119],"needing":[120],"maintenance.":[121],"Experimental":[122],"results":[123],"show":[124],"superior":[125],"performance,":[126],"99%":[128],"accuracy":[129],"mean":[137],"absolute":[138],"error":[139],"(MAE)":[140],"0.062":[142],"model,":[147],"underscoring":[148],"effectiveness":[150],"framework.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}