{"id":"https://openalex.org/W4360604924","doi":"https://doi.org/10.1109/icaiic57133.2023.10067043","title":"Federated Learning-Enabled Digital Twin for Smart Additive Manufacturing Industry","display_name":"Federated Learning-Enabled Digital Twin for Smart Additive Manufacturing Industry","publication_year":2023,"publication_date":"2023-02-20","ids":{"openalex":"https://openalex.org/W4360604924","doi":"https://doi.org/10.1109/icaiic57133.2023.10067043"},"language":"en","primary_location":{"id":"doi:10.1109/icaiic57133.2023.10067043","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic57133.2023.10067043","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5088661374","display_name":"Made Adi Paramartha Putra","orcid":"https://orcid.org/0000-0002-6024-941X"},"institutions":[{"id":"https://openalex.org/I113409471","display_name":"Kumoh National Institute of Technology","ror":"https://ror.org/05dkjfz60","country_code":"KR","type":"education","lineage":["https://openalex.org/I113409471"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Made Adi Paramartha Putra","raw_affiliation_strings":["Kumoh National Institute of Technology,Department of IT Convergence Engineering,Gumi,South Korea","Department of IT Convergence Engineering, Kumoh National Institute of Technology, Gumi, South Korea","Informatics Engineering, STMIK Primakara, Denpasar, Bali, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kumoh National Institute of Technology,Department of IT Convergence Engineering,Gumi,South Korea","institution_ids":["https://openalex.org/I113409471"]},{"raw_affiliation_string":"Department of IT Convergence Engineering, Kumoh National Institute of Technology, Gumi, South Korea","institution_ids":["https://openalex.org/I113409471"]},{"raw_affiliation_string":"Informatics Engineering, STMIK Primakara, Denpasar, Bali, Indonesia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013812756","display_name":"Syifa Maliah Rachmawati","orcid":"https://orcid.org/0000-0002-1785-1683"},"institutions":[{"id":"https://openalex.org/I113409471","display_name":"Kumoh National Institute of Technology","ror":"https://ror.org/05dkjfz60","country_code":"KR","type":"education","lineage":["https://openalex.org/I113409471"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Syifa Maliah Rachmawati","raw_affiliation_strings":["Kumoh National Institute of Technology,Department of IT Convergence Engineering,Gumi,South Korea","Department of IT Convergence Engineering, Kumoh National Institute of Technology, Gumi, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kumoh National Institute of Technology,Department of IT Convergence Engineering,Gumi,South Korea","institution_ids":["https://openalex.org/I113409471"]},{"raw_affiliation_string":"Department of IT Convergence Engineering, Kumoh National Institute of Technology, Gumi, South Korea","institution_ids":["https://openalex.org/I113409471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088701474","display_name":"Revin Naufal Alief","orcid":null},"institutions":[{"id":"https://openalex.org/I113409471","display_name":"Kumoh National Institute of Technology","ror":"https://ror.org/05dkjfz60","country_code":"KR","type":"education","lineage":["https://openalex.org/I113409471"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Revin Naufal Alief","raw_affiliation_strings":["Kumoh National Institute of Technology,Department of IT Convergence Engineering,Gumi,South Korea","Department of IT Convergence Engineering, Kumoh National Institute of Technology, Gumi, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kumoh National Institute of Technology,Department of IT Convergence Engineering,Gumi,South Korea","institution_ids":["https://openalex.org/I113409471"]},{"raw_affiliation_string":"Department of IT Convergence Engineering, Kumoh National Institute of Technology, Gumi, South Korea","institution_ids":["https://openalex.org/I113409471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018695820","display_name":"Love Allen Chijioke Ahakonye","orcid":"https://orcid.org/0000-0003-2840-1693"},"institutions":[{"id":"https://openalex.org/I113409471","display_name":"Kumoh National Institute of Technology","ror":"https://ror.org/05dkjfz60","country_code":"KR","type":"education","lineage":["https://openalex.org/I113409471"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Love Allen Chijioke Ahakonye","raw_affiliation_strings":["Kumoh National Institute of Technology,Department of IT Convergence Engineering,Gumi,South Korea","Department of IT Convergence Engineering, Kumoh National Institute of Technology, Gumi, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kumoh National Institute of Technology,Department of IT Convergence Engineering,Gumi,South Korea","institution_ids":["https://openalex.org/I113409471"]},{"raw_affiliation_string":"Department of IT Convergence Engineering, Kumoh National Institute of Technology, Gumi, South Korea","institution_ids":["https://openalex.org/I113409471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060788976","display_name":"Augustin Gohil","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Augustin Gohil","raw_affiliation_strings":["Cognitgo Co.,Orange County,California,United States","Cognitgo Co., Orange County, California, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cognitgo Co.,Orange County,California,United States","institution_ids":[]},{"raw_affiliation_string":"Cognitgo Co., Orange County, California, United States","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102829948","display_name":"Dong\u2010Seong Kim","orcid":"https://orcid.org/0000-0002-2977-5964"},"institutions":[{"id":"https://openalex.org/I113409471","display_name":"Kumoh National Institute of Technology","ror":"https://ror.org/05dkjfz60","country_code":"KR","type":"education","lineage":["https://openalex.org/I113409471"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dong-Seong Kim","raw_affiliation_strings":["Kumoh National Institute of Technology,Department of IT Convergence Engineering,Gumi,South Korea","Department of IT Convergence Engineering, Kumoh National Institute of Technology, Gumi, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kumoh National Institute of Technology,Department of IT Convergence Engineering,Gumi,South Korea","institution_ids":["https://openalex.org/I113409471"]},{"raw_affiliation_string":"Department of IT Convergence Engineering, Kumoh National Institute of Technology, Gumi, South Korea","institution_ids":["https://openalex.org/I113409471"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100702253","display_name":"Jae\u2010Min Lee","orcid":"https://orcid.org/0000-0001-6885-5185"},"institutions":[{"id":"https://openalex.org/I113409471","display_name":"Kumoh National Institute of Technology","ror":"https://ror.org/05dkjfz60","country_code":"KR","type":"education","lineage":["https://openalex.org/I113409471"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jae-Min Lee","raw_affiliation_strings":["Kumoh National Institute of Technology,Department of IT Convergence Engineering,Gumi,South Korea","Department of IT Convergence Engineering, Kumoh National Institute of Technology, Gumi, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kumoh National Institute of Technology,Department of IT Convergence Engineering,Gumi,South Korea","institution_ids":["https://openalex.org/I113409471"]},{"raw_affiliation_string":"Department of IT Convergence Engineering, Kumoh National Institute of Technology, Gumi, South Korea","institution_ids":["https://openalex.org/I113409471"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.3893,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.90528274,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"806","last_page":"811"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9878000020980835,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9878000020980835,"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/T10783","display_name":"Additive Manufacturing and 3D Printing Technologies","score":0.9642999768257141,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T10763","display_name":"Digital Transformation in Industry","score":0.9501000046730042,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6617427468299866},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5680805444717407},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5241498947143555},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.500847339630127},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.47403812408447266},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4236161410808563},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.4200010299682617},{"id":"https://openalex.org/keywords/industry-4.0","display_name":"Industry 4.0","score":0.41873055696487427},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32279902696609497},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21625694632530212},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14400053024291992}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6617427468299866},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5680805444717407},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5241498947143555},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.500847339630127},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.47403812408447266},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4236161410808563},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.4200010299682617},{"id":"https://openalex.org/C2777986313","wikidata":"https://www.wikidata.org/wiki/Q1661989","display_name":"Industry 4.0","level":2,"score":0.41873055696487427},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32279902696609497},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21625694632530212},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14400053024291992},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaiic57133.2023.10067043","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic57133.2023.10067043","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5199999809265137,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G2965984971","display_name":null,"funder_award_id":"(2018R1A6A1A03024003)","funder_id":"https://openalex.org/F4320322349","funder_display_name":"Ministry of Education, Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320309788","display_name":"Neurosciences Research Foundation","ror":"https://ror.org/05exfab56"},{"id":"https://openalex.org/F4320322349","display_name":"Ministry of Education, Science and Technology","ror":"https://ror.org/01p262204"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W3004800617","https://openalex.org/W3021654819","https://openalex.org/W3200257441","https://openalex.org/W3205056669","https://openalex.org/W3216561607","https://openalex.org/W4205934968","https://openalex.org/W4206707323","https://openalex.org/W4214941433","https://openalex.org/W4290717392","https://openalex.org/W4293868194","https://openalex.org/W4310009528","https://openalex.org/W4311253042","https://openalex.org/W4318619660","https://openalex.org/W6781175393"],"related_works":["https://openalex.org/W2588198209","https://openalex.org/W1909006023","https://openalex.org/W4205824991","https://openalex.org/W3200723557","https://openalex.org/W2307385607","https://openalex.org/W4312713546","https://openalex.org/W2362195430","https://openalex.org/W2347494122","https://openalex.org/W2567983276","https://openalex.org/W2802298219"],"abstract_inverted_index":{"This":[0],"work":[1,152],"introduces":[2],"a":[3,35,67,71,80,86,117],"novel":[4],"architecture":[5,24,159],"of":[6,29,38,113,182],"federated":[7],"learning":[8,53],"(FL)-enabled":[9],"digital":[10],"twin":[11],"(DT)":[12],"for":[13,70,92],"the":[14,26,30,44,109,122,125,130,146,157,164,168,173,186,191],"smart":[15],"additive":[16],"manufacturing":[17],"industry,":[18],"especially":[19],"3D":[20,68,110,188],"printing.":[21],"The":[22,98],"proposed":[23,60,99,131,158,174],"tackles":[25],"previous":[27],"limitation":[28],"centralized":[31],"approach":[32],"that":[33,129,167],"requires":[34],"large":[36],"number":[37],"communication":[39],"costs":[40],"by":[41,172],"efficiently":[42,62],"updating":[43],"fault":[45,75],"detection":[46,76],"model":[47,57,133],"on":[48,121],"each":[49],"server":[50],"with":[51,140,160,179],"distributed":[52],"methods.":[54],"A":[55],"CNN-based":[56,132],"is":[58,89,102,134,153,176],"also":[59,90],"to":[61,104,136,155,190],"learn":[63],"sensory":[64],"data":[65],"from":[66,185],"printer":[69,189],"fast":[72],"and":[73,95,107],"reliable":[74],"model.":[77],"To":[78],"provide":[79],"robust":[81],"system":[82,175],"in":[83],"intelligent":[84],"manufacturing,":[85],"DT":[87,100,192],"platform":[88,101],"designed":[91],"seamless":[93],"monitoring":[94],"control":[96],"purposes.":[97],"able":[103],"initiate,":[105],"monitor,":[106],"terminate":[108],"printing":[111],"process":[112,127],"physical":[114,187],"assets":[115],"via":[116],"virtual":[118],"environment.":[119],"Based":[120],"simulation":[123],"results,":[124],"FL":[126],"demonstrates":[128],"superior":[135],"other":[137],"DL":[138],"models":[139],"8%":[141],"accuracy":[142],"enlargement":[143],"while":[144],"maintaining":[145],"low":[147],"training":[148],"period.":[149],"Furthermore,":[150],"experimental":[151],"conducted":[154],"evaluate":[156],"real-world":[161],"devices.":[162],"Finally,":[163],"findings":[165],"indicate":[166],"overall":[169],"latency":[170],"given":[171],"relatively":[177],"low,":[178],"an":[180],"average":[181],"1026.16":[183],"ms":[184],"platform.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}