{"id":"https://openalex.org/W4385259738","doi":"https://doi.org/10.1109/med59994.2023.10185743","title":"Load Demand Prediction for Electric Vehicles Smart Charging through Consensus-based Federated Learning","display_name":"Load Demand Prediction for Electric Vehicles Smart Charging through Consensus-based Federated Learning","publication_year":2023,"publication_date":"2023-06-26","ids":{"openalex":"https://openalex.org/W4385259738","doi":"https://doi.org/10.1109/med59994.2023.10185743"},"language":"en","primary_location":{"id":"doi:10.1109/med59994.2023.10185743","is_oa":false,"landing_page_url":"https://doi.org/10.1109/med59994.2023.10185743","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 31st Mediterranean Conference on Control and Automation (MED)","raw_type":"proceedings-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/A5018146563","display_name":"Danilo Menegatti","orcid":"https://orcid.org/0000-0001-9090-0050"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Danilo Menegatti","raw_affiliation_strings":["University of Rome ”La Sapienza”,Dept. of Computer, Control, and Management Engineering (DIAG),Rome,Italy"],"affiliations":[{"raw_affiliation_string":"University of Rome ”La Sapienza”,Dept. of Computer, Control, and Management Engineering (DIAG),Rome,Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088978718","display_name":"Antonio Pietrabissa","orcid":"https://orcid.org/0000-0003-0188-3346"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Pietrabissa","raw_affiliation_strings":["University of Rome ”La Sapienza”,Dept. of Computer, Control, and Management Engineering (DIAG),Rome,Italy"],"affiliations":[{"raw_affiliation_string":"University of Rome ”La Sapienza”,Dept. of Computer, Control, and Management Engineering (DIAG),Rome,Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025248865","display_name":"Sabato Manfredi","orcid":"https://orcid.org/0000-0002-9136-4269"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sabato Manfredi","raw_affiliation_strings":["University of Naples ”Federico II”,Dept. of Electrical Engineering and Information Technology,Naples,Italy"],"affiliations":[{"raw_affiliation_string":"University of Naples ”Federico II”,Dept. of Electrical Engineering and Information Technology,Naples,Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009770666","display_name":"Alessandro Giuseppi","orcid":"https://orcid.org/0000-0001-5503-8506"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Giuseppi","raw_affiliation_strings":["University of Rome ”La Sapienza”,Dept. of Computer, Control, and Management Engineering (DIAG),Rome,Italy"],"affiliations":[{"raw_affiliation_string":"University of Rome ”La Sapienza”,Dept. of Computer, Control, and Management Engineering (DIAG),Rome,Italy","institution_ids":["https://openalex.org/I861853513"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5018146563"],"corresponding_institution_ids":["https://openalex.org/I861853513"],"apc_list":null,"apc_paid":null,"fwci":0.6027,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.67786828,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"500","last_page":"506"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13553","display_name":"Age of Information Optimization","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T13553","display_name":"Age of Information Optimization","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9987999796867371,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.7296527624130249},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5588247776031494},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5266492366790771},{"id":"https://openalex.org/keywords/power-demand","display_name":"Power demand","score":0.5258546471595764},{"id":"https://openalex.org/keywords/on-demand","display_name":"On demand","score":0.4702020287513733},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.43977344036102295},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.431167334318161},{"id":"https://openalex.org/keywords/electric-vehicle","display_name":"Electric vehicle","score":0.4209452271461487},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.32284116744995117},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.12441554665565491}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7296527624130249},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5588247776031494},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5266492366790771},{"id":"https://openalex.org/C2983317576","wikidata":"https://www.wikidata.org/wiki/Q1853339","display_name":"Power demand","level":4,"score":0.5258546471595764},{"id":"https://openalex.org/C2983523559","wikidata":"https://www.wikidata.org/wiki/Q410657","display_name":"On demand","level":2,"score":0.4702020287513733},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.43977344036102295},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.431167334318161},{"id":"https://openalex.org/C2776422217","wikidata":"https://www.wikidata.org/wiki/Q13629441","display_name":"Electric vehicle","level":3,"score":0.4209452271461487},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.32284116744995117},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.12441554665565491},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/med59994.2023.10185743","is_oa":false,"landing_page_url":"https://doi.org/10.1109/med59994.2023.10185743","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 31st Mediterranean Conference on Control and Automation (MED)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.uniroma1.it:11573/1692338","is_oa":false,"landing_page_url":"https://hdl.handle.net/11573/1692338","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1541627140","https://openalex.org/W2002382958","https://openalex.org/W2038872716","https://openalex.org/W2057810741","https://openalex.org/W2107396783","https://openalex.org/W2592545534","https://openalex.org/W2808758274","https://openalex.org/W2912213068","https://openalex.org/W2965770576","https://openalex.org/W2969231791","https://openalex.org/W2995394700","https://openalex.org/W3007607795","https://openalex.org/W3025098563","https://openalex.org/W3033403733","https://openalex.org/W3038022836","https://openalex.org/W3043758338","https://openalex.org/W3100779497","https://openalex.org/W3101718285","https://openalex.org/W3135032840","https://openalex.org/W3155912831","https://openalex.org/W3159080474","https://openalex.org/W3177095755","https://openalex.org/W3195708256","https://openalex.org/W3200840849","https://openalex.org/W3203599068","https://openalex.org/W3209696639","https://openalex.org/W4205256428","https://openalex.org/W4288685354","https://openalex.org/W4289828999","https://openalex.org/W4293499217","https://openalex.org/W4318619660","https://openalex.org/W6632354293","https://openalex.org/W6713134421","https://openalex.org/W6728757088","https://openalex.org/W6759238902","https://openalex.org/W6767074001"],"related_works":["https://openalex.org/W2563943286","https://openalex.org/W2980611886","https://openalex.org/W42295635","https://openalex.org/W1973996291","https://openalex.org/W1668980817","https://openalex.org/W2968526246","https://openalex.org/W3188344872","https://openalex.org/W2121515951","https://openalex.org/W2548196388","https://openalex.org/W2019853765"],"abstract_inverted_index":{"Having":[0],"access":[1],"to":[2,64],"a":[3,14,30,43],"reliable":[4],"and":[5,58],"accurate":[6],"prediction":[7],"of":[8,21,70,75],"the":[9,18,34,73],"short-term":[10,44],"power":[11,35],"demand":[12,46],"is":[13],"fundamental":[15],"step":[16],"for":[17],"widespread":[19],"adoption":[20],"Electric":[22],"Vehicles":[23],"(EVs),":[24],"as":[25],"their":[26],"charges":[27],"may":[28],"have":[29],"significant":[31],"impact":[32],"on":[33,49],"system":[36],"balancing.":[37],"In":[38],"this":[39],"direction,":[40],"we":[41],"propose":[42],"load":[45],"predictor,":[47],"based":[48],"distributed":[50],"Long":[51],"Short-Term":[52],"Memory":[53],"Networks,":[54],"that":[55],"employs":[56],"consensus":[57],"fully-decentralized":[59],"Federated":[60],"Learning":[61],"(FL)":[62],"algorithms":[63],"seek":[65],"cooperation":[66],"among":[67],"multiple":[68],"points":[69],"charge":[71],"without":[72],"requirement":[74],"sharing":[76],"any":[77],"user-related":[78],"data.":[79]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2023-07-26T00:00:00"}