{"id":"https://openalex.org/W4389538753","doi":"https://doi.org/10.1109/tits.2023.3337324","title":"A Data-Driven Framework for Improving Public EV Charging Infrastructure: Modeling and Forecasting","display_name":"A Data-Driven Framework for Improving Public EV Charging Infrastructure: Modeling and Forecasting","publication_year":2023,"publication_date":"2023-12-11","ids":{"openalex":"https://openalex.org/W4389538753","doi":"https://doi.org/10.1109/tits.2023.3337324"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2023.3337324","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2023.3337324","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Intelligent Transportation 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/A5092421395","display_name":"Nassr Al-Dahabreh","orcid":"https://orcid.org/0009-0006-7872-3948"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Nassr Al-Dahabreh","raw_affiliation_strings":["Concordia Institute for Information Systems Engineering (CIISE), Concordia University, Montreal, QC, Canada"],"raw_orcid":"https://orcid.org/0009-0006-7872-3948","affiliations":[{"raw_affiliation_string":"Concordia Institute for Information Systems Engineering (CIISE), Concordia University, Montreal, QC, Canada","institution_ids":["https://openalex.org/I60158472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008994823","display_name":"Mohammad Ali Sayed","orcid":"https://orcid.org/0000-0001-6178-453X"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mohammad Ali Sayed","raw_affiliation_strings":["Concordia Institute for Information Systems Engineering (CIISE), Concordia University, Montreal, QC, Canada"],"raw_orcid":"https://orcid.org/0000-0001-6178-453X","affiliations":[{"raw_affiliation_string":"Concordia Institute for Information Systems Engineering (CIISE), Concordia University, Montreal, QC, Canada","institution_ids":["https://openalex.org/I60158472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063271538","display_name":"Khaled Sarieddine","orcid":"https://orcid.org/0000-0002-6099-2502"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Khaled Sarieddine","raw_affiliation_strings":["Concordia Institute for Information Systems Engineering (CIISE), Concordia University, Montreal, QC, Canada"],"raw_orcid":"https://orcid.org/0000-0002-6099-2502","affiliations":[{"raw_affiliation_string":"Concordia Institute for Information Systems Engineering (CIISE), Concordia University, Montreal, QC, Canada","institution_ids":["https://openalex.org/I60158472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059101599","display_name":"Mohamed Elhattab","orcid":"https://orcid.org/0000-0001-7682-9972"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mohamed Elhattab","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Gina Cody School of Engineering and Computer Science, Concordia University, Montreal, QC, Canada"],"raw_orcid":"https://orcid.org/0000-0001-7682-9972","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Gina Cody School of Engineering and Computer Science, Concordia University, Montreal, QC, Canada","institution_ids":["https://openalex.org/I60158472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032568119","display_name":"Maurice Khabbaz","orcid":"https://orcid.org/0000-0002-3472-8660"},"institutions":[{"id":"https://openalex.org/I98635879","display_name":"American University of Beirut","ror":"https://ror.org/04pznsd21","country_code":"LB","type":"education","lineage":["https://openalex.org/I98635879"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Maurice J. Khabbaz","raw_affiliation_strings":["Department of Computer Science, American University of Beirut, Beirut, Lebanon"],"raw_orcid":"https://orcid.org/0000-0002-3472-8660","affiliations":[{"raw_affiliation_string":"Department of Computer Science, American University of Beirut, Beirut, Lebanon","institution_ids":["https://openalex.org/I98635879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057593270","display_name":"Ribal Atallah","orcid":"https://orcid.org/0000-0001-9582-6478"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ribal F. Atallah","raw_affiliation_strings":["Hydro-Qu&#x00E9;bec Research Institute (IREQ), Varennes, QC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hydro-Qu&#x00E9;bec Research Institute (IREQ), Varennes, QC, Canada","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072393948","display_name":"Chadi Assi","orcid":"https://orcid.org/0000-0002-3161-1846"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Chadi Assi","raw_affiliation_strings":["Concordia Institute for Information Systems Engineering (CIISE), Concordia University, Montreal, QC, Canada"],"raw_orcid":"https://orcid.org/0000-0002-3161-1846","affiliations":[{"raw_affiliation_string":"Concordia Institute for Information Systems Engineering (CIISE), Concordia University, Montreal, QC, Canada","institution_ids":["https://openalex.org/I60158472"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.5551,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.90178223,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"25","issue":"6","first_page":"5935","last_page":"5948"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10768","display_name":"Electric Vehicles and Infrastructure","score":1.0,"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":1.0,"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/T10663","display_name":"Advanced Battery Technologies Research","score":0.9984999895095825,"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/T13553","display_name":"Age of Information Optimization","score":0.9958999752998352,"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/provisioning","display_name":"Provisioning","score":0.6255449056625366},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5740634202957153},{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.514623761177063},{"id":"https://openalex.org/keywords/quality-of-experience","display_name":"Quality of experience","score":0.44613438844680786},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.43677711486816406},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.35900723934173584},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.34754857420921326},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.28678154945373535},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2788775861263275},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.16648513078689575}],"concepts":[{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.6255449056625366},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5740634202957153},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.514623761177063},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.44613438844680786},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.43677711486816406},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.35900723934173584},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.34754857420921326},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.28678154945373535},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2788775861263275},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.16648513078689575},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2023.3337324","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2023.3337324","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6600000262260437}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322199","display_name":"Hydro-Qu\u00e9bec","ror":"https://ror.org/01nhzsw25"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1503025338","https://openalex.org/W1854214752","https://openalex.org/W1964357740","https://openalex.org/W1968532954","https://openalex.org/W1976921161","https://openalex.org/W1988790447","https://openalex.org/W1993966426","https://openalex.org/W2026006579","https://openalex.org/W2078834385","https://openalex.org/W2089574748","https://openalex.org/W2114461427","https://openalex.org/W2466975708","https://openalex.org/W2507562171","https://openalex.org/W2898696889","https://openalex.org/W3023697791","https://openalex.org/W3193813538","https://openalex.org/W4206647748","https://openalex.org/W4213232890","https://openalex.org/W4220688436","https://openalex.org/W4220732730","https://openalex.org/W4244810154","https://openalex.org/W4308440266","https://openalex.org/W4366779614","https://openalex.org/W6639055396"],"related_works":["https://openalex.org/W2893779165","https://openalex.org/W2017432143","https://openalex.org/W1973694374","https://openalex.org/W2983574358","https://openalex.org/W2370475531","https://openalex.org/W4385924768","https://openalex.org/W4256551238","https://openalex.org/W2610550183","https://openalex.org/W2914112812","https://openalex.org/W2044415708"],"abstract_inverted_index":{"This":[0,113,182],"work":[1],"presents":[2],"an":[3],"investigation":[4],"and":[5,125,141,166,208,219,235],"assessment":[6],"framework,":[7],"which,":[8],"supported":[9],"by":[10,33],"realistic":[11],"data,":[12],"aims":[13,115],"at":[14,25,116],"provisioning":[15],"operators":[16,133],"with":[17,134,202],"in-depth":[18],"insights":[19],"into":[20,136],"the":[21,34,43,55,63,87,103,121,137,144,174,203,226,232,237,240],"consumer-perceived":[22],"Quality-of-Experience":[23],"(QoE)":[24],"public":[26],"Electric":[27],"Vehicle":[28],"(EV)":[29],"charging":[30,45,58,192,206],"infrastructures.":[31],"Motivated":[32],"unprecedented":[35],"EV":[36,106,191,205],"market":[37],"growth,":[38],"it":[39],"is":[40],"suspected":[41],"that":[42,62,82,131,195],"existing":[44],"infrastructure":[46,68,193,242],"will":[47,196],"soon":[48],"be":[49,73,155,197],"no":[50],"longer":[51],"capable":[52,198],"of":[53,89,105,123,146,176,199,231,239],"sustaining":[54],"rapidly":[56],"growing":[57],"demands;":[59],"let":[60],"alone":[61],"currently":[64],"adopted":[65],"ad":[66],"hoc":[67],"expansion":[69],"strategies":[70],"seem":[71],"to":[72,159,224],"far":[74],"from":[75],"contributing":[76],"any":[77],"quality":[78],"service":[79],"sustainability":[80],"solutions":[81],"tangibly":[83],"reduce":[84],"(ultimately":[85],"mitigate)":[86],"severity":[88],"this":[90,111,118],"problem.":[91],"Without":[92],"suitable":[93],"QoE":[94,128,211],"metrics,":[95],"operators,":[96],"today,":[97],"face":[98],"remarkable":[99],"difficulty":[100],"in":[101,110,184,229],"assessing":[102],"performance":[104,129,228],"Charging":[107],"Stations":[108],"(EVCSs)":[109],"regard.":[112],"paper":[114],"filling":[117],"gap":[119],"through":[120],"formulation":[122],"novel":[124],"original":[126],"critical":[127],"metrics":[130,152,234],"provide":[132],"visibility":[135],"per-EVCS":[138],"operational":[139],"dynamics":[140],"allow":[142,186],"for":[143,173,187],"optimization":[145],"these":[147],"stations\u2019":[148],"respective":[149],"utilization.":[150],"Such":[151],"shall":[153],"then":[154],"used":[156],"as":[157],"inputs":[158],"a":[160],"Machine":[161],"Learning":[162],"model":[163],"finely":[164],"tailored":[165],"trained":[167],"using":[168],"recent":[169],"real-world":[170],"data":[171],"sets":[172],"purpose":[175],"forecasting":[177],"future":[178],"long-term":[179],"EVCS":[180],"loads.":[181],"will,":[183],"turn,":[185],"making":[188],"informed":[189],"optimal":[190],"expansions":[194],"reliably":[200],"coping":[201],"rising":[204],"demands":[207],"maintaining":[209],"acceptable":[210],"levels.":[212],"The":[213],"model\u2019s":[214],"accuracy":[215],"has":[216],"been":[217],"tested":[218],"extensive":[220],"simulations":[221],"are":[222],"conducted":[223],"evaluate":[225],"achieved":[227],"terms":[230],"above-listed":[233],"show":[236],"suitability":[238],"recommended":[241],"expansions.":[243]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":7}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
