{"id":"https://openalex.org/W4399206139","doi":"https://doi.org/10.1109/tr.2024.3402308","title":"Simultaneous Fault Diagnosis and Size Estimation Using Multitask Federated Incremental Learning","display_name":"Simultaneous Fault Diagnosis and Size Estimation Using Multitask Federated Incremental Learning","publication_year":2024,"publication_date":"2024-05-31","ids":{"openalex":"https://openalex.org/W4399206139","doi":"https://doi.org/10.1109/tr.2024.3402308"},"language":"en","primary_location":{"id":"doi:10.1109/tr.2024.3402308","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2024.3402308","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/A5015244891","display_name":"Kai Zhong","orcid":"https://orcid.org/0000-0003-0444-121X"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Zhong","raw_affiliation_strings":["Institutes of Physical Science and Information Technology, Key Laboratory of Intelligent Computing and Signal Processing of the Ministry of Education, Anhui University, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0003-0444-121X","affiliations":[{"raw_affiliation_string":"Institutes of Physical Science and Information Technology, Key Laboratory of Intelligent Computing and Signal Processing of the Ministry of Education, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109726647","display_name":"Zhengping Ding","orcid":null},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengping Ding","raw_affiliation_strings":["Institutes of Physical Science and Information Technology, Key Laboratory of Intelligent Computing and Signal Processing of the Ministry of Education, Anhui University, Hefei, China"],"raw_orcid":"https://orcid.org/0009-0000-6566-3591","affiliations":[{"raw_affiliation_string":"Institutes of Physical Science and Information Technology, Key Laboratory of Intelligent Computing and Signal Processing of the Ministry of Education, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100399673","display_name":"Haifeng Zhang","orcid":"https://orcid.org/0000-0002-7094-669X"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haifeng Zhang","raw_affiliation_strings":["Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, School of Mathematical Science, Anhui University, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-7094-669X","affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, School of Mathematical Science, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019419996","display_name":"Hongtian Chen","orcid":"https://orcid.org/0000-0002-8600-9668"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongtian Chen","raw_affiliation_strings":["Department of Automation, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-8600-9668","affiliations":[{"raw_affiliation_string":"Department of Automation, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012431211","display_name":"Enrico Zio","orcid":"https://orcid.org/0000-0002-7108-637X"},"institutions":[{"id":"https://openalex.org/I4403386560","display_name":"Centre de Recherche sur les Risques et les Crises","ror":"https://ror.org/05p7zpp88","country_code":"FR","type":"facility","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I4403386560","https://openalex.org/I70768539"]},{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["FR","IT"],"is_corresponding":false,"raw_author_name":"Enrico Zio","raw_affiliation_strings":["Centre de Recherche sur les Risques et les Crises (CRC), Mines Paris-PSL, Sophia Antipolis, France","Politecn Milan, LNESS Dipartimento Fis, I-22100 Como, Italy (Italy)","CRC - Centre de recherche sur les Risques et les Crises (Rue Claude Daunesse CS 10207 06904 Sophia-Antipolis Cedex - France)"],"raw_orcid":"https://orcid.org/0000-0002-7108-637X","affiliations":[{"raw_affiliation_string":"Centre de Recherche sur les Risques et les Crises (CRC), Mines Paris-PSL, Sophia Antipolis, France","institution_ids":["https://openalex.org/I4403386560"]},{"raw_affiliation_string":"Politecn Milan, LNESS Dipartimento Fis, I-22100 Como, Italy (Italy)","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"CRC - Centre de recherche sur les Risques et les Crises (Rue Claude Daunesse CS 10207 06904 Sophia-Antipolis Cedex - France)","institution_ids":["https://openalex.org/I4403386560"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.1484,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.968033,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"74","issue":"1","first_page":"1998","last_page":"2009"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9842000007629395,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9842000007629395,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14064","display_name":"Organizational and Employee Performance","score":0.926800012588501,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9235000014305115,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.797505259513855},{"id":"https://openalex.org/keywords/multi-task-learning","display_name":"Multi-task learning","score":0.7679018974304199},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5681701302528381},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5482911467552185},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5276407599449158},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4752471446990967},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4713297188282013},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.46509090065956116},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.44205284118652344},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42141416668891907},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09224313497543335}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.797505259513855},{"id":"https://openalex.org/C28006648","wikidata":"https://www.wikidata.org/wiki/Q6934509","display_name":"Multi-task learning","level":3,"score":0.7679018974304199},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5681701302528381},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5482911467552185},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5276407599449158},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4752471446990967},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4713297188282013},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.46509090065956116},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.44205284118652344},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42141416668891907},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09224313497543335},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tr.2024.3402308","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2024.3402308","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"},{"id":"pmh:oai:HAL:hal-04835526v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04835526","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Reliability, 2024, ⟨10.1109/TR.2024.3402308⟩","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:re.public.polimi.it:11311/1278018","is_oa":false,"landing_page_url":"https://hdl.handle.net/11311/1278018","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"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":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.550000011920929}],"awards":[{"id":"https://openalex.org/G1189158062","display_name":null,"funder_award_id":"2208085QF205","funder_id":"https://openalex.org/F4320334897","funder_display_name":"Natural Science Foundation of Anhui Province"},{"id":"https://openalex.org/G685758814","display_name":null,"funder_award_id":"62303015","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7941178911","display_name":null,"funder_award_id":"62303308","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/F4320334897","display_name":"Natural Science Foundation of Anhui Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W2789515102","https://openalex.org/W2793591033","https://openalex.org/W2943909972","https://openalex.org/W2954070046","https://openalex.org/W2973424371","https://openalex.org/W2974949192","https://openalex.org/W2989289980","https://openalex.org/W2998722501","https://openalex.org/W3010852232","https://openalex.org/W3018109943","https://openalex.org/W3045674654","https://openalex.org/W3089341989","https://openalex.org/W3112885687","https://openalex.org/W3115710758","https://openalex.org/W3119568444","https://openalex.org/W3134164546","https://openalex.org/W3138513656","https://openalex.org/W3180515657","https://openalex.org/W3184194996","https://openalex.org/W3198899643","https://openalex.org/W3202645507","https://openalex.org/W3202748936","https://openalex.org/W3214919557","https://openalex.org/W4200322140","https://openalex.org/W4205264076","https://openalex.org/W4206182782","https://openalex.org/W4211051107","https://openalex.org/W4221003856","https://openalex.org/W4224227775","https://openalex.org/W4226524907","https://openalex.org/W4285079201","https://openalex.org/W4285231711","https://openalex.org/W4294982764","https://openalex.org/W4312478437","https://openalex.org/W4323530108","https://openalex.org/W4327923876","https://openalex.org/W4385492980"],"related_works":["https://openalex.org/W4298221930","https://openalex.org/W2777914285","https://openalex.org/W4378677776","https://openalex.org/W3013363440","https://openalex.org/W4287823391","https://openalex.org/W4312762663","https://openalex.org/W4317941881","https://openalex.org/W4229067761","https://openalex.org/W4308527955","https://openalex.org/W2951720331"],"abstract_inverted_index":{"Federated":[0],"learning":[1,70],"(FL)-based":[2],"fault":[3],"diagnosis":[4,28],"is":[5,40,81,99,108,145],"being":[6],"widely":[7],"developed.":[8],"However,":[9],"most":[10,44],"of":[11,45,74,142,159,165],"the":[12,51,85,95,112,117,126,139,150,163,172,189],"existing":[13],"FL":[14],"methods":[15],"may":[16,32],"suffer":[17],"from":[18,119],"two":[19],"drawbacks:":[20],"1)":[21],"they":[22],"are":[23,184],"limited":[24],"to":[25,89,110,149,186],"a":[26,66,76],"single":[27],"task,":[29],"and":[30,42,134,153,175],"this":[31,61,63],"be":[33,169],"insufficient":[34],"when":[35],"comprehensive":[36],"health":[37],"status":[38],"information":[39,53,133],"needed":[41],"2)":[43],"them":[46],"work":[47],"offline,":[48],"thus":[49],"neglecting":[50],"useful":[52],"contained":[54],"in":[55,156],"newly":[56],"collected":[57],"operation":[58],"data.":[59],"For":[60],"end,":[62],"article":[64],"proposes":[65],"multitask":[67,77,194],"federated":[68],"incremental":[69,113,140],"(multitask-FIL)":[71],"framework.":[72],"First":[73],"all,":[75],"feature":[78],"sharing":[79],"network":[80],"established":[82],"by":[83,129],"assigning":[84],"extracted":[86],"general":[87],"features":[88],"different":[90,166],"downstream":[91],"tasks,":[92],"so":[93,161],"that":[94,162,188],"joint":[96],"loss":[97,151],"function":[98],"obtained":[100],"for":[101,115],"subsequent":[102],"collaborative":[103],"training.":[104],"Then,":[105],"Q-learning":[106],"algorithm":[107],"used":[109],"select":[111],"sequences":[114],"all":[116],"parties":[118,167],"real-time":[120],"running":[121],"data,":[122],"which":[123],"can":[124,168],"facilitate":[125],"model":[127,173],"performance":[128],"involving":[130],"additional":[131],"data":[132],"preferred":[135],"parties.":[136],"After":[137],"that,":[138],"weight":[141],"each":[143,157],"party":[144],"dynamically":[146],"adjusted":[147],"according":[148],"depth":[152],"sample":[154],"size":[155],"round":[158],"communication,":[160],"effects":[164],"quantified":[170],"throughout":[171],"iteration":[174],"aggregation":[176],"process.":[177],"Finally,":[178],"experiments":[179],"on":[180],"three":[181],"challenging":[182],"cases":[183],"performed":[185],"show":[187],"proposed":[190],"method":[191],"has":[192],"strong":[193],"collaboration":[195],"capability.":[196]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":3}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}