{"id":"https://openalex.org/W7139969845","doi":"https://doi.org/10.1016/j.future.2026.108490","title":"AI-Driven energy forecasting in smart buildings: A federated deep learning framework for Edge-Fog systems","display_name":"AI-Driven energy forecasting in smart buildings: A federated deep learning framework for Edge-Fog systems","publication_year":2026,"publication_date":"2026-03-21","ids":{"openalex":"https://openalex.org/W7139969845","doi":"https://doi.org/10.1016/j.future.2026.108490"},"language":"en","primary_location":{"id":"doi:10.1016/j.future.2026.108490","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.future.2026.108490","pdf_url":null,"source":{"id":"https://openalex.org/S186357190","display_name":"Future Generation Computer Systems","issn_l":"0167-739X","issn":["0167-739X","1872-7115"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Generation Computer Systems","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/A5115841759","display_name":"Jessica Al Achy","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I37553959","display_name":"Universit\u00e9 de technologie de belfort-montb\u00e9liard","ror":"https://ror.org/05bn3m307","country_code":"FR","type":"education","lineage":["https://openalex.org/I37553959"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jessica Al Achy","raw_affiliation_strings":["Universit\u00e9 Marie et Louis Pasteur, CNRS, institut FEMTO-ST, Montb\u00e9liard, 25200, France"],"raw_orcid":"https://orcid.org/0009-0009-9229-4619","affiliations":[{"raw_affiliation_string":"Universit\u00e9 Marie et Louis Pasteur, CNRS, institut FEMTO-ST, Montb\u00e9liard, 25200, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I37553959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130288678","display_name":"Hassan Harb","orcid":null},"institutions":[{"id":"https://openalex.org/I2803079837","display_name":"American University of the Middle East","ror":"https://ror.org/02gqgne03","country_code":"KW","type":"education","lineage":["https://openalex.org/I2803079837"]}],"countries":["KW"],"is_corresponding":true,"raw_author_name":"Hassan Harb","raw_affiliation_strings":["College of Engineering and Technology, American University of the Middle East, Kuwait"],"raw_orcid":"https://orcid.org/0000-0003-3066-9189","affiliations":[{"raw_affiliation_string":"College of Engineering and Technology, American University of the Middle East, Kuwait","institution_ids":["https://openalex.org/I2803079837"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070973485","display_name":"Abdallah Makhoul","orcid":"https://orcid.org/0000-0003-0485-097X"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I37553959","display_name":"Universit\u00e9 de technologie de belfort-montb\u00e9liard","ror":"https://ror.org/05bn3m307","country_code":"FR","type":"education","lineage":["https://openalex.org/I37553959"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Abdallah Makhoul","raw_affiliation_strings":["Universit\u00e9 Marie et Louis Pasteur, CNRS, institut FEMTO-ST, Montb\u00e9liard, 25200, France"],"raw_orcid":"https://orcid.org/0000-0003-0485-097X","affiliations":[{"raw_affiliation_string":"Universit\u00e9 Marie et Louis Pasteur, CNRS, institut FEMTO-ST, Montb\u00e9liard, 25200, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I37553959"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5130288678"],"corresponding_institution_ids":["https://openalex.org/I2803079837"],"apc_list":{"value":3340,"currency":"USD","value_usd":3340},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27332337,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"182","issue":null,"first_page":"108490","last_page":"108490"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.28369998931884766,"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":0.28369998931884766,"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/T10121","display_name":"Building Energy and Comfort Optimization","score":0.15760000050067902,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.09080000221729279,"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/interpretability","display_name":"Interpretability","score":0.9017000198364258},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.7247999906539917},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7200000286102295},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7129999995231628},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5491999983787537},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.48989999294281006},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4846999943256378},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4049000144004822}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.9017000198364258},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8804000020027161},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.7247999906539917},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7200000286102295},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7129999995231628},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6007000207901001},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5491999983787537},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5238999724388123},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.48989999294281006},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4846999943256378},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4593000113964081},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4049000144004822},{"id":"https://openalex.org/C2777103469","wikidata":"https://www.wikidata.org/wiki/Q1231558","display_name":"Smart city","level":3,"score":0.36250001192092896},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.3488999903202057},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.32109999656677246},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.31049999594688416},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.30489999055862427},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.2955000102519989},{"id":"https://openalex.org/C2989164559","wikidata":"https://www.wikidata.org/wiki/Q15637420","display_name":"Low energy","level":2,"score":0.2849999964237213},{"id":"https://openalex.org/C152223200","wikidata":"https://www.wikidata.org/wiki/Q3055471","display_name":"Smart environment","level":3,"score":0.26980000734329224},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2572999894618988}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.future.2026.108490","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.future.2026.108490","pdf_url":null,"source":{"id":"https://openalex.org/S186357190","display_name":"Future Generation Computer Systems","issn_l":"0167-739X","issn":["0167-739X","1872-7115"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Generation Computer Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8937703967094421,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1491634537","https://openalex.org/W2030142581","https://openalex.org/W2948490758","https://openalex.org/W2979947165","https://openalex.org/W3013264602","https://openalex.org/W3021900882","https://openalex.org/W3112325088","https://openalex.org/W3121351108","https://openalex.org/W3132623716","https://openalex.org/W3133959870","https://openalex.org/W3135231128","https://openalex.org/W3153677163","https://openalex.org/W3173713864","https://openalex.org/W3206128103","https://openalex.org/W3211338353","https://openalex.org/W3214919557","https://openalex.org/W4200473163","https://openalex.org/W4214934662","https://openalex.org/W4285506347","https://openalex.org/W4288079681","https://openalex.org/W4296198142","https://openalex.org/W4300982014","https://openalex.org/W4319228309","https://openalex.org/W4378190897","https://openalex.org/W4384304101","https://openalex.org/W4385163784","https://openalex.org/W4386296054","https://openalex.org/W4388818404","https://openalex.org/W4392301462","https://openalex.org/W4392614669","https://openalex.org/W4399881974","https://openalex.org/W4404516003","https://openalex.org/W4406980946"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2026-03-22T00:00:00"}
