{"id":"https://openalex.org/W4399769242","doi":"https://doi.org/10.1109/iccad60883.2024.10553888","title":"A comprehensive data analysis for aggregate capacity forecasting in Vehicle-to-Grid applications","display_name":"A comprehensive data analysis for aggregate capacity forecasting in Vehicle-to-Grid applications","publication_year":2024,"publication_date":"2024-05-15","ids":{"openalex":"https://openalex.org/W4399769242","doi":"https://doi.org/10.1109/iccad60883.2024.10553888"},"language":"en","primary_location":{"id":"doi:10.1109/iccad60883.2024.10553888","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccad60883.2024.10553888","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Control, Automation and Diagnosis (ICCAD)","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/A5076504909","display_name":"Luca Patan\u00e9","orcid":"https://orcid.org/0000-0002-5488-9365"},"institutions":[{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Patan\u00e8","raw_affiliation_strings":["Universit&#x00E0; Degli Studi di Messina,Dipartimento di Ingegneria,Messina,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; Degli Studi di Messina,Dipartimento di Ingegneria,Messina,Italy","institution_ids":["https://openalex.org/I112862951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070932451","display_name":"Francesca Sapuppo","orcid":"https://orcid.org/0000-0001-8772-2759"},"institutions":[{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesca Sapuppo","raw_affiliation_strings":["Universit&#x00E0; Degli Studi di Messina,Dipartimento di Ingegneria,Messina,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; Degli Studi di Messina,Dipartimento di Ingegneria,Messina,Italy","institution_ids":["https://openalex.org/I112862951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087482922","display_name":"Maria Gabriella Xibilia","orcid":"https://orcid.org/0000-0001-7723-2051"},"institutions":[{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maria Gabriella Xibilia","raw_affiliation_strings":["Universit&#x00E0; Degli Studi di Messina,Dipartimento di Ingegneria,Messina,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; Degli Studi di Messina,Dipartimento di Ingegneria,Messina,Italy","institution_ids":["https://openalex.org/I112862951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028033806","display_name":"G. Napoli","orcid":"https://orcid.org/0000-0003-0730-8641"},"institutions":[{"id":"https://openalex.org/I4210136872","display_name":"Tecnologie Avanzate (Italy)","ror":"https://ror.org/04kevy945","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210136872"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Napoli","raw_affiliation_strings":["Istituto di Tecnologie Avanzate per l&#x2019;Energia (ITAE),Consiglio Nazionale Delle Ricerche (CNR),Messina,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istituto di Tecnologie Avanzate per l&#x2019;Energia (ITAE),Consiglio Nazionale Delle Ricerche (CNR),Messina,Italy","institution_ids":["https://openalex.org/I4210136872"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.485,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.82067756,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9998999834060669,"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/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9998999834060669,"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/T11942","display_name":"Transportation and Mobility Innovations","score":0.9962999820709229,"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/T12095","display_name":"Vehicle emissions and performance","score":0.9936000108718872,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.7342817783355713},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6189961433410645},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.6110778450965881},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06467828154563904}],"concepts":[{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.7342817783355713},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6189961433410645},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.6110778450965881},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06467828154563904},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"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/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccad60883.2024.10553888","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccad60883.2024.10553888","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Control, Automation and Diagnosis (ICCAD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322651","display_name":"Consiglio Nazionale delle Ricerche","ror":"https://ror.org/04zaypm56"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1975824343","https://openalex.org/W2782940169","https://openalex.org/W2901290105","https://openalex.org/W3038802905","https://openalex.org/W3097982226","https://openalex.org/W3118769287","https://openalex.org/W3123758454","https://openalex.org/W3211171057","https://openalex.org/W4200438116","https://openalex.org/W4210447574","https://openalex.org/W4220799139","https://openalex.org/W4226272135","https://openalex.org/W4281261134","https://openalex.org/W4385694951","https://openalex.org/W4388918337"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"The":[0,83],"integration":[1,149],"of":[2,14,55,85,97,121,127,150,162],"electric":[3],"vehicles":[4],"(EVs)":[5],"into":[6,152],"the":[7,15,53,95,103,107,111,117,125,132,148,153,159],"Vehicle-to-Grid":[8],"(V2G)":[9],"framework":[10],"necessitates":[11],"accurate":[12],"forecasting":[13],"aggregated":[16],"available":[17,36,113],"capacity":[18,98],"(AAC).":[19],"This":[20],"paper":[21],"introduces":[22],"a":[23,40,136],"method":[24],"for":[25,139],"extracting":[26],"AAC":[27],"values":[28],"from":[29],"generic":[30],"mobility":[31],"data":[32,37,109],"and":[33,52,58,77,101,110,119,144,157],"other":[34],"readily":[35],"sources":[38],"obtaining":[39],"comprehensive":[41],"dataset":[42],"that":[43],"encompasses":[44],"geographical":[45],"information":[46],"through":[47],"GPS":[48],"coordinates,":[49],"meteorological":[50],"data,":[51],"consideration":[54],"national":[56],"holidays":[57],"weekends.":[59],"Different":[60],"predictive":[61],"models":[62,87],"based":[63],"on":[64,88],"machine":[65],"learning,":[66],"such":[67,86],"as":[68],"Neural":[69],"Networks,":[70],"Long":[71],"Short-Term":[72],"Memory":[73],"networks,":[74],"Tree":[75],"Ensembles,":[76],"Gaussian":[78],"Process":[79],"Regressors":[80],"were":[81],"implemented.":[82],"application":[84],"different":[89],"multidimensional":[90],"datasets":[91],"seeks":[92],"to":[93,130,146],"enhance":[94],"precision":[96],"predictions,":[99],"explaining":[100],"modeling":[102],"complex":[104],"dependencies":[105],"within":[106],"input":[108],"target":[112],"capacity,":[114],"ultimately":[115],"improving":[116],"efficiency":[118],"reliability":[120],"V2G":[122],"systems.":[123],"As":[124],"prevalence":[126],"EVs":[128,151],"continues":[129],"rise,":[131],"proposed":[133],"methodology":[134],"offers":[135],"valuable":[137],"tool":[138],"grid":[140],"operators,":[141],"energy":[142,155],"planners,":[143],"stakeholders":[145],"optimize":[147],"broader":[154],"landscape":[156],"facilitates":[158],"strategic":[160],"planning":[161],"aggregator":[163],"hub":[164],"locations.":[165]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
