{"id":"https://openalex.org/W4391769287","doi":"https://doi.org/10.1109/itsc57777.2023.10421918","title":"Electric Charging Demand Forecast and Capture for Infrastructure Placement Using Gravity Modelling: A Case Study","display_name":"Electric Charging Demand Forecast and Capture for Infrastructure Placement Using Gravity Modelling: A Case Study","publication_year":2023,"publication_date":"2023-09-24","ids":{"openalex":"https://openalex.org/W4391769287","doi":"https://doi.org/10.1109/itsc57777.2023.10421918"},"language":"en","primary_location":{"id":"doi:10.1109/itsc57777.2023.10421918","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/itsc57777.2023.10421918","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)","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/A5035105382","display_name":"Gon\u00e7alo Rodrigues","orcid":"https://orcid.org/0000-0001-5132-9568"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Gon\u00e7alo Rodrigues","raw_affiliation_strings":["University of Porto,Faculty of Engineering,Porto,Portugal","Faculty of Engineering, University of Porto, Porto, Portugal","LTPlabs S.A., Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"University of Porto,Faculty of Engineering,Porto,Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"Faculty of Engineering, University of Porto, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"LTPlabs S.A., Porto, Portugal","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071223931","display_name":"Fl\u00e1via Barbosa","orcid":"https://orcid.org/0000-0002-2021-8256"},"institutions":[{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]},{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Fl\u00e1via Barbosa","raw_affiliation_strings":["INESC TEC, Faculdade de Engenharia, Universidade do Porto, Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"INESC TEC, Faculdade de Engenharia, Universidade do Porto, Porto, Portugal","institution_ids":["https://openalex.org/I4210166615","https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000960300","display_name":"Pedro Schuller","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pedro Schuller","raw_affiliation_strings":["LTPlabs S.A.,Porto,Portugal","LTPlabs S.A., Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"LTPlabs S.A.,Porto,Portugal","institution_ids":[]},{"raw_affiliation_string":"LTPlabs S.A., Porto, Portugal","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100659800","display_name":"Diogo Silva","orcid":"https://orcid.org/0000-0003-1557-3082"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Diogo Silva","raw_affiliation_strings":["LTPlabs S.A.,Porto,Portugal","LTPlabs S.A., Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"LTPlabs S.A.,Porto,Portugal","institution_ids":[]},{"raw_affiliation_string":"LTPlabs S.A., Porto, Portugal","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039282707","display_name":"Jo\u00e3o M. Pereira","orcid":"https://orcid.org/0000-0003-3773-7623"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Pereira","raw_affiliation_strings":["LTPlabs S.A.,Porto,Portugal","LTPlabs S.A., Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"LTPlabs S.A.,Porto,Portugal","institution_ids":[]},{"raw_affiliation_string":"LTPlabs S.A., Porto, Portugal","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108900776","display_name":"Rui Azevedo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rui Azevedo","raw_affiliation_strings":["LTPlabs S.A.,Porto,Portugal","LTPlabs S.A., Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"LTPlabs S.A.,Porto,Portugal","institution_ids":[]},{"raw_affiliation_string":"LTPlabs S.A., Porto, Portugal","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014181790","display_name":"Lu\u00eds Guimar\u00e3es","orcid":"https://orcid.org/0000-0002-6293-5691"},"institutions":[{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]},{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Luis Guimar\u00e3es","raw_affiliation_strings":["LTPlabs S.A.,Porto, Portugal\n\nINESC TEC, Faculdade de Engenharia, Universidade do Porto, Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"LTPlabs S.A.,Porto, Portugal\n\nINESC TEC, Faculdade de Engenharia, Universidade do Porto, Porto, Portugal","institution_ids":["https://openalex.org/I182534213","https://openalex.org/I4210166615"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5035105382"],"corresponding_institution_ids":["https://openalex.org/I182534213"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19620136,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2112","last_page":"2117"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9275000095367432,"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":0.9275000095367432,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.902999997138977,"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/computer-science","display_name":"Computer science","score":0.5418118238449097},{"id":"https://openalex.org/keywords/demand-forecasting","display_name":"Demand forecasting","score":0.4597715139389038},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.31618139147758484},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1787397563457489}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5418118238449097},{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.4597715139389038},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.31618139147758484},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1787397563457489}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/itsc57777.2023.10421918","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/itsc57777.2023.10421918","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6499999761581421}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W149931115","https://openalex.org/W564385322","https://openalex.org/W1487970575","https://openalex.org/W1998130044","https://openalex.org/W2599692173","https://openalex.org/W2611494244","https://openalex.org/W2797656660","https://openalex.org/W2802610086","https://openalex.org/W2902656951","https://openalex.org/W2914008245","https://openalex.org/W2989572795","https://openalex.org/W3016793465","https://openalex.org/W3021057070","https://openalex.org/W3167281577","https://openalex.org/W3209177614","https://openalex.org/W3210414104","https://openalex.org/W4210773954","https://openalex.org/W4212857572","https://openalex.org/W4308068717","https://openalex.org/W4308080443"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655"],"abstract_inverted_index":{"As":[0],"the":[1,9,12,35,45,55,76,88,98,101,128],"demand":[2,70,120],"for":[3,29,65],"electric":[4,89],"charging":[5,16,23,40,56,90,106,147],"accelerates,":[6],"so":[7],"does":[8],"stress":[10],"on":[11],"relatively":[13],"insufficient":[14],"public":[15],"infrastructure.":[17],"To":[18],"appropriately":[19],"manage":[20],"and":[21,37,71],"scale":[22],"infrastructure,":[24],"there":[25],"is":[26,81,111,138],"a":[27,62,84,104,115,119,133],"need":[28],"support":[30,152],"tools":[31],"capable":[32],"of":[33,39,48,92,100,103,130],"predicting":[34,72],"utilization":[36],"sales":[38,145],"stations,":[41],"as":[42,44],"well":[43],"traffic":[46],"flow":[47,74],"users":[49],"from":[50],"their":[51],"original":[52],"location":[53],"to":[54,75,87,151],"stations.":[57],"Therefore,":[58],"this":[59],"article":[60],"proposes":[61],"generic":[63],"methodology":[64,80],"infrastructure":[66],"placement,":[67],"namely":[68],"forecasting":[69],"its":[73,125],"supply":[77],"points.":[78],"The":[79],"applied":[82],"in":[83,97],"case":[85],"study":[86],"grid":[91,129],"Portugal":[93],"with":[94,118,143],"real":[95],"data,":[96],"context":[99],"needs":[102],"particular":[105],"point":[107],"operator":[108],"(CPO).":[109],"Demand":[110],"first":[112],"forecasted":[113],"at":[114],"high-granularity":[116],"level":[117],"disaggregation":[121],"model,":[122],"followed":[123],"by":[124,127,140],"capture":[126],"chargers":[131],"using":[132],"parameterized":[134],"gravity":[135],"model.":[136],"Validation":[137],"performed":[139],"comparing":[141],"actual":[142],"predicted":[144],"per":[146],"station.":[148],"Adequate":[149],"visualizations":[150],"decision-making":[153],"are":[154],"presented.":[155]},"counts_by_year":[],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
