{"id":"https://openalex.org/W7160638412","doi":"https://doi.org/10.1109/icbiti65527.2025.11500976","title":"Federated Learning for Distributed Energy Management in Smart Grids","display_name":"Federated Learning for Distributed Energy Management in Smart Grids","publication_year":2025,"publication_date":"2025-04-16","ids":{"openalex":"https://openalex.org/W7160638412","doi":"https://doi.org/10.1109/icbiti65527.2025.11500976"},"language":"en","primary_location":{"id":"doi:10.1109/icbiti65527.2025.11500976","doi":"https://doi.org/10.1109/icbiti65527.2025.11500976","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icbiti65527.2025.11500976","pdf_url":null,"source":{"id":"https://openalex.org/S7407097026","display_name":"International Conference on Business Intelligence for Technology Innovation (ICBITI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Conference on Business Intelligence for Technology Innovation (ICBITI)","raw_type":"proceedings-article"},"volume":null,"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/A5116836544","display_name":"Saif Jasim Almheiri","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I2799888298","display_name":"Skyline University College","ror":"https://ror.org/05r7nbf33","country_code":"AE","type":"education","lineage":["https://openalex.org/I2799888298"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Saif Almheiri","raw_affiliation_strings":["Skyline University College,School of Computing,Sharjah,UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Skyline University College,School of Computing,Sharjah,UAE","institution_ids":["https://openalex.org/I2799888298"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135719655","display_name":"Sawsan J. M. Malaka","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I193260172","display_name":"British University in Dubai","ror":"https://ror.org/00mc18523","country_code":"AE","type":"education","lineage":["https://openalex.org/I193260172"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Sawsan J. M. Malaka","raw_affiliation_strings":["British University in Dubai,Dubai,United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"British University in Dubai,Dubai,United Arab Emirates","institution_ids":["https://openalex.org/I193260172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115509043","display_name":"Hussain Dawood","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I2799888298","display_name":"Skyline University College","ror":"https://ror.org/05r7nbf33","country_code":"AE","type":"education","lineage":["https://openalex.org/I2799888298"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Hussain Dawood","raw_affiliation_strings":["Skyline University College,School of Computing,Sharjah,UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Skyline University College,School of Computing,Sharjah,UAE","institution_ids":["https://openalex.org/I2799888298"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077158818","display_name":"Mohammad A. Hamdan","orcid":"https://orcid.org/0000-0001-5320-2931","observed_orcids":["https://orcid.org/0000-0001-5320-2931"]},"institutions":[{"id":"https://openalex.org/I146367977","display_name":"Applied Science Private University","ror":"https://ror.org/01ah6nb52","country_code":"JO","type":"education","lineage":["https://openalex.org/I146367977"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Mohammad A. Hamdan","raw_affiliation_strings":["Applied Science Private University,Faculty of Engineering and Technology,Department of Electrical Engineering,Amman,Jordan,11931"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Science Private University,Faculty of Engineering and Technology,Department of Electrical Engineering,Amman,Jordan,11931","institution_ids":["https://openalex.org/I146367977"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"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":0.73826074,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.8378999829292297,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10603","display_name":"Smart Grid Energy Management","score":0.8378999829292297,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.0940999984741211,"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/T12451","display_name":"Smart Grid and Power Systems","score":0.0142000000923872,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/federated-learning","display_name":"federated learning","score":1.0},{"id":"https://openalex.org/keywords/smart-grid","display_name":"smart grid","score":0.9309999942779541},{"id":"https://openalex.org/keywords/distributed-energy-management","display_name":"distributed energy management","score":0.9120000004768372},{"id":"https://openalex.org/keywords/load-forecasting","display_name":"load forecasting","score":0.8939999938011169},{"id":"https://openalex.org/keywords/load-balancing","display_name":"load balancing","score":0.7900000214576721},{"id":"https://openalex.org/keywords/distributed-energy-resources","display_name":"distributed energy resources","score":0.9449999928474426},{"id":"https://openalex.org/keywords/smart-meters","display_name":"smart meters","score":0.8840000033378601},{"id":"https://openalex.org/keywords/privacy-protection","display_name":"privacy preservation","score":0.7480000257492065},{"id":"https://openalex.org/keywords/communication-efficiency","display_name":"communication efficiency","score":0.7369999885559082},{"id":"https://openalex.org/keywords/decentralized-machine-learning","display_name":"decentralized machine learning","score":0.8169999718666077}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5889000296592712},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.44859999418258667},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.41510000824928284},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.3418999910354614},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3084999918937683},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3034000098705292},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.2989000082015991},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.28999999165534973},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.28439998626708984},{"id":"https://openalex.org/C544738498","wikidata":"https://www.wikidata.org/wiki/Q861135","display_name":"Distributed generation","level":3,"score":0.2773999869823456},{"id":"https://openalex.org/C198783460","wikidata":"https://www.wikidata.org/wiki/Q629173","display_name":"Management system","level":2,"score":0.27250000834465027},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2623000144958496},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.2581000030040741}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icbiti65527.2025.11500976","doi":"https://doi.org/10.1109/icbiti65527.2025.11500976","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icbiti65527.2025.11500976","pdf_url":null,"source":{"id":"https://openalex.org/S7407097026","display_name":"International Conference on Business Intelligence for Technology Innovation (ICBITI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Conference on Business Intelligence for Technology Innovation (ICBITI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.9853000044822693},{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.7207000255584717}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W3110845143","https://openalex.org/W3147059732","https://openalex.org/W3161349159","https://openalex.org/W3211338353","https://openalex.org/W4225769073","https://openalex.org/W4226389470","https://openalex.org/W4308544908","https://openalex.org/W4310990750","https://openalex.org/W4313443452","https://openalex.org/W4327967163","https://openalex.org/W4376630019","https://openalex.org/W4381300332","https://openalex.org/W4381550515","https://openalex.org/W4385695955","https://openalex.org/W4386961604","https://openalex.org/W4387208230","https://openalex.org/W4387517534","https://openalex.org/W4390946721","https://openalex.org/W4391554452","https://openalex.org/W4391995622"],"related_works":["https://openalex.org/W7160647240","https://openalex.org/W4413885252","https://openalex.org/W4381300332","https://openalex.org/W4205653175","https://openalex.org/W4413166953","https://openalex.org/W7171681399","https://openalex.org/W7166295764","https://openalex.org/W7160289716","https://openalex.org/W7160291124","https://openalex.org/W4412713292"],"abstract_inverted_index":{"The":[0,122,177,209],"fast":[1],"expansion":[2],"of":[3,40,91,102,159,179,230],"smart":[4,110,130,219],"grids":[5],"has":[6,33],"changed":[7],"the":[8,19,30,49,56,64,89,100,114,126,139,147,152,157,170,187,191,196,205,225,228],"way":[9],"energy":[10,26,108,115,134,235],"is":[11,15,21,27,44],"managed":[12],"because":[13],"everything":[14],"monitored":[16],"in":[17,109],"real-time,":[18],"power":[20,43],"transported":[22],"efficiently,":[23],"and":[24,46,119,132,150,168,202,233],"clean":[25],"brought":[28],"into":[29],"mix.":[31],"This":[32,96],"become":[34],"a":[35,72,78],"challenge":[36],"to":[37,55,61,85,137,161],"keep":[38],"track":[39],"how":[41],"much":[42],"consumed":[45],"produced":[47],"by":[48,81,129],"various":[50],"devices":[51],"that":[52,63,183,213],"are":[53],"connected":[54],"grid.":[57],"Besides,":[58],"they":[59],"need":[60],"guarantee":[62],"private":[65],"information":[66,127],"remains":[67],"safe.":[68],"Federated":[69],"Learning":[70],"(FL),":[71],"decentralized":[73],"machine-learning":[74],"method,":[75],"could":[76],"be":[77],"great":[79],"help":[80],"enabling":[82],"all":[83],"entities":[84],"work":[86],"together":[87],"without":[88],"necessity":[90],"changing":[92],"any":[93],"raw":[94],"data.":[95],"paper":[97],"looks":[98],"at":[99,146,195],"option":[101],"using":[103],"FL":[104,160,184,214],"for":[105,227],"managing":[106],"distributed":[107,133],"grids,":[111],"namely,":[112],"predicting":[113],"demand,":[116],"maximizing":[117],"supply,":[118],"balancing":[120],"load.":[121],"suggested":[123],"plan":[124],"uses":[125],"created":[128],"meters":[131],"resources":[135],"(DERs)":[136],"build":[138],"machine":[140],"learning":[141],"models":[142],"together,":[143],"ensuring":[144],"privacy":[145,207],"same":[148,188,197],"time":[149],"minimizing":[151],"communication":[153],"amount.":[154],"We":[155],"value":[156],"capability":[158],"incriminate":[162],"different":[163],"data,":[164],"solve":[165],"security":[166],"issues,":[167],"give":[169],"grid":[171,220],"proactive":[172],"insights":[173],"through":[174],"predictive":[175],"strategies.":[176],"results":[178],"our":[180],"tests":[181],"show":[182],"can":[185,215],"reach":[186],"accuracy":[189],"as":[190],"centralized":[192],"methods":[193],"and,":[194],"time,":[198],"lower":[199],"data":[200],"transfers":[201],"thus":[203],"increase":[204],"consumer's":[206],"level.":[208],"current":[210],"research":[211],"shows":[212],"not":[216],"only":[217],"revolutionize":[218],"operations":[221],"but":[222],"also":[223],"lay":[224],"groundwork":[226],"building":[229],"scalable,":[231],"secure,":[232],"efficient":[234],"management":[236],"systems.":[237]},"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2026-05-09T00:00:00"}
