{"id":"https://openalex.org/W4323530204","doi":"https://doi.org/10.1109/tvt.2022.3229700","title":"Dynamic Traffic Prediction-Based Energy Management of Connected Plug-In Hybrid Electric Vehicles with Long Short-Term State of Charge Planning","display_name":"Dynamic Traffic Prediction-Based Energy Management of Connected Plug-In Hybrid Electric Vehicles with Long Short-Term State of Charge Planning","publication_year":2023,"publication_date":"2023-03-07","ids":{"openalex":"https://openalex.org/W4323530204","doi":"https://doi.org/10.1109/tvt.2022.3229700"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2022.3229700","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2022.3229700","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Vehicular Technology","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/A5100656613","display_name":"Nan Zhao","orcid":"https://orcid.org/0000-0001-7234-3908"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan Zhao","raw_affiliation_strings":["Department of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0001-7234-3908","affiliations":[{"raw_affiliation_string":"Department of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101688947","display_name":"Fengqi Zhang","orcid":"https://orcid.org/0000-0001-9811-2593"},"institutions":[{"id":"https://openalex.org/I25355098","display_name":"Chang'an University","ror":"https://ror.org/05mxya461","country_code":"CN","type":"education","lineage":["https://openalex.org/I25355098"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengqi Zhang","raw_affiliation_strings":["School of Automobile, Chang'an University, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0001-9811-2593","affiliations":[{"raw_affiliation_string":"School of Automobile, Chang'an University, Xi'an, China","institution_ids":["https://openalex.org/I25355098"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102895681","display_name":"Yalian Yang","orcid":"https://orcid.org/0000-0002-0007-9543"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yalian Yang","raw_affiliation_strings":["Department of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047853150","display_name":"Serdar Coskun","orcid":"https://orcid.org/0000-0002-7080-0340"},"institutions":[{"id":"https://openalex.org/I4210132115","display_name":"Tarsus University","ror":"https://ror.org/0397szj42","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210132115"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Serdar Coskun","raw_affiliation_strings":["Department of Mechanical Engineering, Tarsus University, Tarsus, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-7080-0340","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Tarsus University, Tarsus, Turkey","institution_ids":["https://openalex.org/I4210132115"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077446544","display_name":"Xianke Lin","orcid":"https://orcid.org/0000-0001-5695-248X"},"institutions":[{"id":"https://openalex.org/I39470171","display_name":"Ontario Tech University","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Xianke Lin","raw_affiliation_strings":["Department of Automotive and Mechatronics Engineering, Ontario Tech University, Oshawa, ON, Canada"],"raw_orcid":"https://orcid.org/0000-0001-5695-248X","affiliations":[{"raw_affiliation_string":"Department of Automotive and Mechatronics Engineering, Ontario Tech University, Oshawa, ON, Canada","institution_ids":["https://openalex.org/I39470171"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106854527","display_name":"Xiaosong Hu","orcid":"https://orcid.org/0000-0002-2769-4183"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaosong Hu","raw_affiliation_strings":["Department of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-2769-4183","affiliations":[{"raw_affiliation_string":"Department of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.4112,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.92569941,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"72","issue":"5","first_page":"5833","last_page":"5846"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10808","display_name":"Electric and Hybrid Vehicle Technologies","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10808","display_name":"Electric and Hybrid Vehicle Technologies","score":0.9995999932289124,"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/T10663","display_name":"Advanced Battery Technologies Research","score":0.9983000159263611,"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/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9983000159263611,"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/state-of-charge","display_name":"State of charge","score":0.7551515102386475},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6379852294921875},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.6109431982040405},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.5069530010223389},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.491496205329895},{"id":"https://openalex.org/keywords/advanced-traffic-management-system","display_name":"Advanced Traffic Management System","score":0.48620977997779846},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.4773128926753998},{"id":"https://openalex.org/keywords/electrification","display_name":"Electrification","score":0.4603232443332672},{"id":"https://openalex.org/keywords/time-horizon","display_name":"Time horizon","score":0.4452614486217499},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.4447774291038513},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4110787808895111},{"id":"https://openalex.org/keywords/energy-management-system","display_name":"Energy management system","score":0.4102838635444641},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.3268412947654724},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.3140445947647095},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.26044806838035583},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.252202570438385},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.22089815139770508},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14441105723381042},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.13428431749343872},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.09506857395172119}],"concepts":[{"id":"https://openalex.org/C2776582896","wikidata":"https://www.wikidata.org/wiki/Q5368536","display_name":"State of charge","level":4,"score":0.7551515102386475},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6379852294921875},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.6109431982040405},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.5069530010223389},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.491496205329895},{"id":"https://openalex.org/C42693407","wikidata":"https://www.wikidata.org/wiki/Q4686317","display_name":"Advanced Traffic Management System","level":3,"score":0.48620977997779846},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.4773128926753998},{"id":"https://openalex.org/C2778324724","wikidata":"https://www.wikidata.org/wiki/Q1076056","display_name":"Electrification","level":3,"score":0.4603232443332672},{"id":"https://openalex.org/C28761237","wikidata":"https://www.wikidata.org/wiki/Q7805321","display_name":"Time horizon","level":2,"score":0.4452614486217499},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.4447774291038513},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4110787808895111},{"id":"https://openalex.org/C2781260460","wikidata":"https://www.wikidata.org/wiki/Q6139999","display_name":"Energy management system","level":4,"score":0.4102838635444641},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.3268412947654724},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.3140445947647095},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.26044806838035583},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.252202570438385},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.22089815139770508},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14441105723381042},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.13428431749343872},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.09506857395172119},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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},{"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical 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/tvt.2022.3229700","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2022.3229700","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Vehicular Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8899999856948853,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G2569194513","display_name":null,"funder_award_id":"51875054","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4747378765","display_name":null,"funder_award_id":"U1864212","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7409190837","display_name":null,"funder_award_id":"51905419","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1502203166","https://openalex.org/W1801605453","https://openalex.org/W1973494611","https://openalex.org/W1983883318","https://openalex.org/W1987990113","https://openalex.org/W2006651451","https://openalex.org/W2007043149","https://openalex.org/W2020198627","https://openalex.org/W2023954568","https://openalex.org/W2029515813","https://openalex.org/W2032896353","https://openalex.org/W2064675550","https://openalex.org/W2070523120","https://openalex.org/W2108227458","https://openalex.org/W2109364787","https://openalex.org/W2118412444","https://openalex.org/W2119208341","https://openalex.org/W2127778840","https://openalex.org/W2139165901","https://openalex.org/W2140051110","https://openalex.org/W2142809728","https://openalex.org/W2144758644","https://openalex.org/W2147626945","https://openalex.org/W2148881573","https://openalex.org/W2152938561","https://openalex.org/W2377003651","https://openalex.org/W2508821571","https://openalex.org/W2545824611","https://openalex.org/W2593279543","https://openalex.org/W2737315783","https://openalex.org/W2765498735","https://openalex.org/W2774156038","https://openalex.org/W2784092749","https://openalex.org/W2785095247","https://openalex.org/W2792440155","https://openalex.org/W2796416802","https://openalex.org/W2801726686","https://openalex.org/W2803410599","https://openalex.org/W2886622679","https://openalex.org/W2887597614","https://openalex.org/W2900809110","https://openalex.org/W2922426219","https://openalex.org/W2940485514","https://openalex.org/W2946513618","https://openalex.org/W2950194548","https://openalex.org/W2993491189","https://openalex.org/W2999726830","https://openalex.org/W3006586695","https://openalex.org/W3011281030","https://openalex.org/W3210427080","https://openalex.org/W4285821766"],"related_works":["https://openalex.org/W2052048483","https://openalex.org/W3207437955","https://openalex.org/W647089723","https://openalex.org/W1969624282","https://openalex.org/W4289780587","https://openalex.org/W4386702176","https://openalex.org/W630161627","https://openalex.org/W1533422781","https://openalex.org/W2059528849","https://openalex.org/W3110236022"],"abstract_inverted_index":{"Vehicle":[0],"electrification,":[1],"automation,":[2],"and":[3,35,164,185],"connectivity":[4,40],"in":[5,11],"today's":[6],"transportation":[7,32],"require":[8],"significant":[9],"efforts":[10],"control":[12],"design":[13],"to":[14,44,115,121],"meet":[15],"conflicting":[16],"goals":[17],"of":[18,30,39,60,119,158],"energy":[19,58,71],"efficiency,":[20],"traffic":[21,49,82,87,171],"safety,":[22],"as":[23,25],"well":[24],"comfort.":[26],"The":[27,173],"rapid":[28,37],"development":[29],"intelligent":[31],"systems":[33],"(ITS)":[34],"the":[36,57,85,99,107,117,139,151,156,159,169,180],"growth":[38],"technologies":[41],"enable":[42],"vehicles":[43,64],"receive":[45],"more":[46],"information":[47,88],"about":[48],"conditions,":[50],"which":[51],"provides":[52],"a":[53,69,93,123,130,146],"reliable":[54],"solution":[55],"for":[56,75,138],"management":[59,72],"plug-in":[61],"hybrid":[62],"electric":[63],"(PHEVs).":[65],"This":[66],"article":[67],"proposes":[68],"predictive":[70,140],"strategy":[73],"(EMS)":[74],"connected":[76],"PHEV":[77],"based":[78,149],"on":[79,150],"real-time":[80],"dynamic":[81],"prediction.":[83],"First,":[84],"future":[86],"is":[89,113,136,166],"predicted":[90],"by":[91,142,168,183],"establishing":[92],"wavelet":[94],"neural":[95],"network":[96],"(WNN).":[97],"Thus,":[98],"global":[100,124,152],"driving":[101],"condition":[102],"can":[103,178],"be":[104],"predicted.":[105],"Then,":[106],"particle":[108],"swarm":[109],"optimization":[110],"(PSO)":[111],"algorithm":[112],"used":[114],"optimize":[116],"parameters":[118],"WNN":[120,163],"plan":[122],"battery":[125],"state-of-charge":[126],"(SOC)":[127],"reference.":[128,154],"Second,":[129],"long":[131],"short-term":[132],"memory-based":[133],"velocity":[134],"predictor":[135],"proposed":[137,160],"EMS,":[141],"planning":[143],"SOC":[144,153],"over":[145],"prediction":[147],"horizon":[148],"Finally,":[155],"performance":[157],"EMS":[161],"with":[162],"PSO-WNN":[165],"verified":[167],"actual":[170],"data.":[172],"results":[174],"show":[175],"that":[176],"it":[177],"improve":[179],"fuel":[181],"economy":[182],"17.57%":[184],"28.19%,":[186],"respectively.":[187]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":6}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}