{"id":"https://openalex.org/W2111779444","doi":"https://doi.org/10.1109/tsg.2011.2162009","title":"PEV Charging Profile Prediction and Analysis Based on Vehicle Usage Data","display_name":"PEV Charging Profile Prediction and Analysis Based on Vehicle Usage Data","publication_year":2011,"publication_date":"2011-09-21","ids":{"openalex":"https://openalex.org/W2111779444","doi":"https://doi.org/10.1109/tsg.2011.2162009","mag":"2111779444"},"language":"en","primary_location":{"id":"doi:10.1109/tsg.2011.2162009","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2011.2162009","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"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 Smart Grid","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/A5053314035","display_name":"Ali Ashtari","orcid":null},"institutions":[{"id":"https://openalex.org/I46247651","display_name":"University of Manitoba","ror":"https://ror.org/02gfys938","country_code":"CA","type":"education","lineage":["https://openalex.org/I46247651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ali Ashtari","raw_affiliation_strings":["Department of Mechanical and Manufacturing Engineering, University of Manitoba, Winnipeg, MAN, Canada","Dept. of Mech. & Manuf. Eng., Univ. of Manitoba, Winnipeg, MB, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Manufacturing Engineering, University of Manitoba, Winnipeg, MAN, Canada","institution_ids":["https://openalex.org/I46247651"]},{"raw_affiliation_string":"Dept. of Mech. & Manuf. Eng., Univ. of Manitoba, Winnipeg, MB, Canada","institution_ids":["https://openalex.org/I46247651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076526673","display_name":"Eric Bibeau","orcid":null},"institutions":[{"id":"https://openalex.org/I46247651","display_name":"University of Manitoba","ror":"https://ror.org/02gfys938","country_code":"CA","type":"education","lineage":["https://openalex.org/I46247651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Eric Bibeau","raw_affiliation_strings":["Department of Mechanical and Manufacturing Engineering, University of Manitoba, Winnipeg, MAN, Canada","Dept. of Mech. & Manuf. Eng., Univ. of Manitoba, Winnipeg, MB, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Manufacturing Engineering, University of Manitoba, Winnipeg, MAN, Canada","institution_ids":["https://openalex.org/I46247651"]},{"raw_affiliation_string":"Dept. of Mech. & Manuf. Eng., Univ. of Manitoba, Winnipeg, MB, Canada","institution_ids":["https://openalex.org/I46247651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086871688","display_name":"Soheil Shahidinejad","orcid":null},"institutions":[{"id":"https://openalex.org/I46247651","display_name":"University of Manitoba","ror":"https://ror.org/02gfys938","country_code":"CA","type":"education","lineage":["https://openalex.org/I46247651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Soheil Shahidinejad","raw_affiliation_strings":["Department of Mechanical and Manufacturing Engineering, University of Manitoba, Winnipeg, MAN, Canada","Dept. of Mech. & Manuf. Eng., Univ. of Manitoba, Winnipeg, MB, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Manufacturing Engineering, University of Manitoba, Winnipeg, MAN, Canada","institution_ids":["https://openalex.org/I46247651"]},{"raw_affiliation_string":"Dept. of Mech. & Manuf. Eng., Univ. of Manitoba, Winnipeg, MB, Canada","institution_ids":["https://openalex.org/I46247651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009836275","display_name":"Tom Molinski","orcid":null},"institutions":[{"id":"https://openalex.org/I33814908","display_name":"Manitoba Hydro","ror":"https://ror.org/03y90jx90","country_code":"CA","type":"company","lineage":["https://openalex.org/I33814908"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Tom Molinski","raw_affiliation_strings":["Manitoba Hydro, Winnipeg, MAN, Canada","Manitoba Hydro, Winnipeg, MB, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Manitoba Hydro, Winnipeg, MAN, Canada","institution_ids":["https://openalex.org/I33814908"]},{"raw_affiliation_string":"Manitoba Hydro, Winnipeg, MB, Canada","institution_ids":["https://openalex.org/I33814908"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":15.4436,"has_fulltext":false,"cited_by_count":310,"citation_normalized_percentile":{"value":0.99267247,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"3","issue":"1","first_page":"341","last_page":"350"},"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":0.9998000264167786,"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":0.9976000189781189,"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/electric-vehicle","display_name":"Electric vehicle","score":0.7117029428482056},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.5546914339065552},{"id":"https://openalex.org/keywords/stochastic-modelling","display_name":"Stochastic modelling","score":0.5536127686500549},{"id":"https://openalex.org/keywords/state-of-charge","display_name":"State of charge","score":0.5203068256378174},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.5177580714225769},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45554062724113464},{"id":"https://openalex.org/keywords/parking-lot","display_name":"Parking lot","score":0.42370182275772095},{"id":"https://openalex.org/keywords/powertrain","display_name":"Powertrain","score":0.42048409581184387},{"id":"https://openalex.org/keywords/plug-in","display_name":"Plug-in","score":0.4112849831581116},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3976553678512573},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3243735432624817},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13832533359527588},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.1374613344669342},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12516096234321594}],"concepts":[{"id":"https://openalex.org/C2776422217","wikidata":"https://www.wikidata.org/wiki/Q13629441","display_name":"Electric vehicle","level":3,"score":0.7117029428482056},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.5546914339065552},{"id":"https://openalex.org/C127491075","wikidata":"https://www.wikidata.org/wiki/Q7617825","display_name":"Stochastic modelling","level":2,"score":0.5536127686500549},{"id":"https://openalex.org/C2776582896","wikidata":"https://www.wikidata.org/wiki/Q5368536","display_name":"State of charge","level":4,"score":0.5203068256378174},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.5177580714225769},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45554062724113464},{"id":"https://openalex.org/C2777427512","wikidata":"https://www.wikidata.org/wiki/Q6501349","display_name":"Parking lot","level":2,"score":0.42370182275772095},{"id":"https://openalex.org/C76047896","wikidata":"https://www.wikidata.org/wiki/Q1786258","display_name":"Powertrain","level":3,"score":0.42048409581184387},{"id":"https://openalex.org/C4924752","wikidata":"https://www.wikidata.org/wiki/Q184148","display_name":"Plug-in","level":2,"score":0.4112849831581116},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3976553678512573},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3243735432624817},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13832533359527588},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.1374613344669342},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12516096234321594},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C144171764","wikidata":"https://www.wikidata.org/wiki/Q48103","display_name":"Torque","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsg.2011.2162009","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2011.2162009","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"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 Smart Grid","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320311203","display_name":"University of Winnipeg","ror":"https://ror.org/02gdzyx04"},{"id":"https://openalex.org/F4320315155","display_name":"Manitoba Hydro","ror":"https://ror.org/03y90jx90"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W180407292","https://openalex.org/W187022023","https://openalex.org/W316555498","https://openalex.org/W1605725714","https://openalex.org/W1975243828","https://openalex.org/W1980788191","https://openalex.org/W1983842111","https://openalex.org/W2002506366","https://openalex.org/W2005271317","https://openalex.org/W2044715447","https://openalex.org/W2104449353","https://openalex.org/W2112249538","https://openalex.org/W2122643607","https://openalex.org/W2125118005","https://openalex.org/W2126270091","https://openalex.org/W2131539632","https://openalex.org/W2135797872","https://openalex.org/W2139118661","https://openalex.org/W2143426739","https://openalex.org/W6651588804"],"related_works":["https://openalex.org/W47352601","https://openalex.org/W4388980375","https://openalex.org/W2981957539","https://openalex.org/W4287378204","https://openalex.org/W2545422590","https://openalex.org/W4240705470","https://openalex.org/W2945311252","https://openalex.org/W2142639873","https://openalex.org/W2360794504","https://openalex.org/W2356035581"],"abstract_inverted_index":{"Present-day":[0],"urban":[1,93,223,249],"vehicle":[2,72,83,121,140,182,192,238,282,297],"usage":[3,183,239],"data":[4,184],"recorded":[5],"on":[6,248],"a":[7,12,39,175,203,268],"per":[8],"second":[9],"basis":[10],"over":[11],"one-year":[13],"period":[14],"using":[15,88,202],"GPS":[16],"devices":[17],"installed":[18],"in":[19,23,114,131],"76":[20],"representative":[21],"vehicles":[22],"the":[24,31,36,65,75,79,99,137,159,167,194,237,253,257,287],"city":[25,100],"of":[26,41,64,82,101,117,139,205,289],"Winnipeg,":[27],"Canada,":[28],"allow":[29],"predicting":[30],"electric":[32,46,172,191,258,296],"load":[33,52],"profiles":[34],"onto":[35],"grid":[37],"as":[38],"function":[40],"time":[42,80,145],"for":[43,98,170,222,231,256,299],"future":[44],"plug-in":[45,190],"vehicles.":[47],"For":[48,179],"each":[49],"parking":[50,67,69,86,96],"occurrence,":[51],"profile":[53],"predictions":[54],"properly":[55],"take":[56],"into":[57],"account":[58],"important":[59],"factors,":[60],"including":[61],"actual":[62],"state-of-charge":[63],"battery,":[66],"duration,":[68],"type,":[70],"and":[71,85,95,123,143,208,212,285],"powertrain.":[73],"Thus,":[74],"deterministic":[76,104,168,220],"simulations":[77,221],"capture":[78],"history":[81],"driving":[84,94,122],"patterns":[87],"an":[89,171],"equivalent":[90],"10":[91],"000":[92],"days":[97],"Winnipeg.":[102],"These":[103,262],"results":[105,263],"are":[106],"then":[107],"compared":[108,146,165],"to":[109,147,166,188,293],"stochastic":[110,128,151,156,196],"methods":[111],"that":[112],"differ":[113],"their":[115],"treatment":[116],"how":[118],"they":[119],"model":[120],"charging":[124,218,233,241,275],"habits.":[125],"The":[126],"new":[127,290,295],"method":[129,169,197],"introduced":[130],"this":[132],"study":[133],"more":[134,269],"accurately":[135],"captures":[136],"relationship":[138],"departure,":[141],"arrival,":[142],"travel":[144],"two":[148],"previously":[149],"used":[150],"methods.":[152],"It":[153],"outperforms":[154],"previous":[155],"methods,":[157],"having":[158],"lowest":[160],"error":[161],"at":[162],"3.4%":[163],"when":[164,252],"sedan":[173,259],"with":[174],"24-kWhr":[176],"battery":[177,254,283],"pack.":[178],"regions":[180],"where":[181],"is":[185,198,260],"not":[186],"available":[187],"predict":[189],"load,":[193],"proposed":[195],"recommended.":[199],"In":[200],"addition,":[201],"combination":[204],"home,":[206],"work,":[207],"commercial":[209],"changing":[210],"locales,":[211],"Level":[213,216],"1":[214],"versus":[215],"2":[217],"rates,":[219],"run-out-of-charge":[224,250],"events":[225,251],"vary":[226],"by":[227],"less":[228],"than":[229],"4%":[230],"seven":[232],"scenarios":[234,242],"selected.":[235],"Using":[236],"data,":[240],"simulated":[243],"have":[244],"no":[245],"significant":[246],"effect":[247],"size":[255],"increased.":[261],"contribute":[264],"towards":[265],"utilities":[266],"achieve":[267],"optimal":[270],"cost":[271],"balance":[272],"between:":[273],"1)":[274],"infrastructure;":[276],"2)":[277],"power":[278],"transmission":[279],"upgrades;":[280],"3)":[281],"size;":[284],"4)":[286],"addition":[288],"renewable":[291],"generation":[292],"address":[294],"loads":[298],"addressing":[300],"energy":[301],"drivers.":[302]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":23},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":26},{"year":2019,"cited_by_count":25},{"year":2018,"cited_by_count":26},{"year":2017,"cited_by_count":29},{"year":2016,"cited_by_count":29},{"year":2015,"cited_by_count":36},{"year":2014,"cited_by_count":30},{"year":2013,"cited_by_count":18},{"year":2012,"cited_by_count":10}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
