{"id":"https://openalex.org/W7130581478","doi":"https://doi.org/10.1109/fllm67465.2025.11391005","title":"Federated Learning-Driven Digital Twins for Adaptive Optimization in Industrial IoT Systems","display_name":"Federated Learning-Driven Digital Twins for Adaptive Optimization in Industrial IoT Systems","publication_year":2025,"publication_date":"2025-11-25","ids":{"openalex":"https://openalex.org/W7130581478","doi":"https://doi.org/10.1109/fllm67465.2025.11391005"},"language":null,"primary_location":{"id":"doi:10.1109/fllm67465.2025.11391005","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fllm67465.2025.11391005","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 3rd International Conference on Foundation and Large Language Models (FLLM)","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/A5126427905","display_name":"P. William","orcid":null},"institutions":[{"id":"https://openalex.org/I4210151968","display_name":"Hindu College of Pharmacy","ror":"https://ror.org/04sadrh19","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210151968"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P. William","raw_affiliation_strings":["Sanjivani University,School of Engineering and Technology,Kopargaon,Maharashtra,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sanjivani University,School of Engineering and Technology,Kopargaon,Maharashtra,India","institution_ids":["https://openalex.org/I4210151968"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022805973","display_name":"Thipendra P. Singh","orcid":"https://orcid.org/0000-0002-9991-6494"},"institutions":[{"id":"https://openalex.org/I101407740","display_name":"Chandigarh University","ror":"https://ror.org/05t4pvx35","country_code":"IN","type":"education","lineage":["https://openalex.org/I101407740"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Thipendra P Singh","raw_affiliation_strings":["Chandigarh University,School of Computer Science &#x0026; Engineering,Unnao,Uttar Pradesh,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chandigarh University,School of Computer Science &#x0026; Engineering,Unnao,Uttar Pradesh,India","institution_ids":["https://openalex.org/I101407740"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043576483","display_name":"Firas Tayseer Ayasrah","orcid":"https://orcid.org/0000-0002-6477-000X"},"institutions":[{"id":"https://openalex.org/I161913731","display_name":"Al Ain University","ror":"https://ror.org/023abrt21","country_code":"AE","type":"education","lineage":["https://openalex.org/I161913731"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Firas Tayseer Ayasrah","raw_affiliation_strings":["Al Ain University,College of Education, Humanities and Science,Al Ain,United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Al Ain University,College of Education, Humanities and Science,Al Ain,United Arab Emirates","institution_ids":["https://openalex.org/I161913731"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126383846","display_name":"Sivaperumal S","orcid":null},"institutions":[{"id":"https://openalex.org/I4210132279","display_name":"Presidency University","ror":"https://ror.org/03vzjn737","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210132279"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Sivaperumal S","raw_affiliation_strings":["Presidency University,Bangalore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Presidency University,Bangalore","institution_ids":["https://openalex.org/I4210132279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059873336","display_name":"Rajanikanth Aluvalu","orcid":"https://orcid.org/0000-0001-8508-6066"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajanikanth Aluvalu","raw_affiliation_strings":["Symbiosis International (Deemed University),Symbiosis Institute of Technology, Hyderabad Campus,Pune,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Symbiosis International (Deemed University),Symbiosis Institute of Technology, Hyderabad Campus,Pune,India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5122880160","display_name":"Kavitha Rani P","orcid":null},"institutions":[{"id":"https://openalex.org/I4210151968","display_name":"Hindu College of Pharmacy","ror":"https://ror.org/04sadrh19","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210151968"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kavitha Rani P.","raw_affiliation_strings":["Sanjivani University,School of Engineering and Technology,Kopargaon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sanjivani University,School of Engineering and Technology,Kopargaon","institution_ids":["https://openalex.org/I4210151968"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.68818885,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"707","last_page":"712"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.4129999876022339,"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":0.4129999876022339,"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/T10763","display_name":"Digital Transformation in Industry","score":0.07000000029802322,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.03060000017285347,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.4747999906539917},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4503999948501587},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.43529999256134033},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.41600000858306885},{"id":"https://openalex.org/keywords/data-sharing","display_name":"Data sharing","score":0.397599995136261},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.37560001015663147},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.30169999599456787}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7501000165939331},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.4747999906539917},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.453900009393692},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4503999948501587},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.43529999256134033},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.41600000858306885},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40130001306533813},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.397599995136261},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.37560001015663147},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30959999561309814},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.30169999599456787},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.3001999855041504},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.28380000591278076},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.28049999475479126},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2791000008583069},{"id":"https://openalex.org/C65682993","wikidata":"https://www.wikidata.org/wiki/Q1056451","display_name":"Reflection (computer programming)","level":2,"score":0.27390000224113464},{"id":"https://openalex.org/C149672232","wikidata":"https://www.wikidata.org/wiki/Q337048","display_name":"Adaptive optimization","level":2,"score":0.2687999904155731},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.26750001311302185},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.26080000400543213},{"id":"https://openalex.org/C52970973","wikidata":"https://www.wikidata.org/wiki/Q2497134","display_name":"Adaptive system","level":2,"score":0.2583000063896179}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fllm67465.2025.11391005","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fllm67465.2025.11391005","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 3rd International Conference on Foundation and Large Language Models (FLLM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5763458609580994,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2110837847","https://openalex.org/W2117435128","https://openalex.org/W2798720628","https://openalex.org/W2963318081","https://openalex.org/W2995167826","https://openalex.org/W2996845627","https://openalex.org/W3129115847","https://openalex.org/W3153347425","https://openalex.org/W4366978968","https://openalex.org/W4377971369"],"related_works":[],"abstract_inverted_index":{"Industrial":[0],"systems":[1,71],"are":[2,66],"getting":[3],"smarter,":[4,108],"but":[5],"managing":[6],"all":[7],"the":[8],"data":[9,31,136],"they":[10,79],"generate\u2014especially":[11],"in":[12,116],"real":[13],"time":[14],"and":[15,33,75,103,123,133,149],"across":[16],"multiple":[17],"locations\u2014has":[18],"become":[19],"a":[20,81,107,139],"major":[21],"challenge.":[22],"Traditional":[23],"machine":[24],"learning":[25],"setups":[26],"struggle":[27],"with":[28,62],"privacy":[29],"concerns,":[30],"overload,":[32],"slow":[34],"response":[35],"times.":[36],"That\u2019s":[37],"where":[38],"this":[39,114],"study":[40],"comes":[41],"in.":[42],"We":[43,112],"explored":[44],"what":[45],"happens":[46],"when":[47],"Federated":[48],"Learning":[49],"(FL)\u2014a":[50],"way":[51],"for":[52,141],"machines":[53,91],"to":[54,106,144],"learn":[55],"without":[56],"sharing":[57],"raw":[58],"data\u2014":[59],"is":[60],"combined":[61],"Digital":[63],"Twins,":[64],"which":[65],"virtual":[67],"versions":[68],"of":[69],"physical":[70],"that":[72],"help":[73],"monitor":[74],"predict":[76],"performance.":[77],"Together,":[78],"form":[80],"powerful":[82],"team:":[83],"digital":[84],"twins":[85],"provide":[86],"deep":[87],"insights":[88],"into":[89],"how":[90],"behave,":[92],"while":[93],"FL":[94],"ensures":[95],"each":[96],"system":[97],"learns":[98],"from":[99],"its":[100],"own":[101],"environment":[102],"then":[104],"contributes":[105],"shared":[109],"global":[110],"model.":[111],"tested":[113],"combo":[115],"simulated":[117],"environments":[118],"like":[119],"factories,":[120],"power":[121],"grids,":[122],"logistics":[124],"networks.":[125],"The":[126],"results":[127],"Less":[128],"downtime,":[129],"more":[130,146],"accurate":[131],"predictions,":[132],"dramatically":[134],"reduced":[135],"usage.":[137],"It\u2019s":[138],"win-win":[140],"industries":[142],"looking":[143],"be":[145],"efficient,":[147],"secure,":[148],"future-ready.":[150]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-02-20T00:00:00"}
