{"id":"https://openalex.org/W2426227936","doi":"https://doi.org/10.1109/tvt.2015.2444876","title":"An Online Rolling Optimal Control Strategy for Commuter Hybrid Electric Vehicles Based on Driving Condition Learning and Prediction","display_name":"An Online Rolling Optimal Control Strategy for Commuter Hybrid Electric Vehicles Based on Driving Condition Learning and Prediction","publication_year":2015,"publication_date":"2015-06-12","ids":{"openalex":"https://openalex.org/W2426227936","doi":"https://doi.org/10.1109/tvt.2015.2444876","mag":"2426227936"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2015.2444876","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2015.2444876","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/A5069858596","display_name":"Yanqing Hu","orcid":"https://orcid.org/0000-0003-0653-0259"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanqing Hu","raw_affiliation_strings":["School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100626267","display_name":"Lin Yang","orcid":"https://orcid.org/0000-0003-4546-3597"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Yang","raw_affiliation_strings":["School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101995784","display_name":"Bin Yan","orcid":"https://orcid.org/0000-0001-6618-4912"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Yan","raw_affiliation_strings":["School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004354714","display_name":"Ting Yan","orcid":"https://orcid.org/0000-0002-8919-7131"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Yan","raw_affiliation_strings":["School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101408544","display_name":"Peipei Ma","orcid":"https://orcid.org/0000-0003-2378-7259"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peipei Ma","raw_affiliation_strings":["School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":5.3093,"has_fulltext":false,"cited_by_count":52,"citation_normalized_percentile":{"value":0.95591473,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"65","issue":"6","first_page":"4312","last_page":"4327"},"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/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9990000128746033,"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/T12095","display_name":"Vehicle emissions and performance","score":0.9988999962806702,"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/powertrain","display_name":"Powertrain","score":0.6904001235961914},{"id":"https://openalex.org/keywords/fuel-efficiency","display_name":"Fuel efficiency","score":0.6868432760238647},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.47820258140563965},{"id":"https://openalex.org/keywords/optimal-control","display_name":"Optimal control","score":0.45848578214645386},{"id":"https://openalex.org/keywords/vehicle-dynamics","display_name":"Vehicle dynamics","score":0.4440980851650238},{"id":"https://openalex.org/keywords/electric-vehicle","display_name":"Electric vehicle","score":0.4335666298866272},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.43059203028678894},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.39349520206451416},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3894619643688202},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.3694157004356384},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.3417360782623291},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.316977858543396},{"id":"https://openalex.org/keywords/torque","display_name":"Torque","score":0.25327473878860474},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2399311363697052},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1297532618045807},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.10417813062667847}],"concepts":[{"id":"https://openalex.org/C76047896","wikidata":"https://www.wikidata.org/wiki/Q1786258","display_name":"Powertrain","level":3,"score":0.6904001235961914},{"id":"https://openalex.org/C45882903","wikidata":"https://www.wikidata.org/wiki/Q5042317","display_name":"Fuel efficiency","level":2,"score":0.6868432760238647},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.47820258140563965},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.45848578214645386},{"id":"https://openalex.org/C79487989","wikidata":"https://www.wikidata.org/wiki/Q934680","display_name":"Vehicle dynamics","level":2,"score":0.4440980851650238},{"id":"https://openalex.org/C2776422217","wikidata":"https://www.wikidata.org/wiki/Q13629441","display_name":"Electric vehicle","level":3,"score":0.4335666298866272},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.43059203028678894},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39349520206451416},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3894619643688202},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.3694157004356384},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3417360782623291},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.316977858543396},{"id":"https://openalex.org/C144171764","wikidata":"https://www.wikidata.org/wiki/Q48103","display_name":"Torque","level":2,"score":0.25327473878860474},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2399311363697052},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1297532618045807},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.10417813062667847},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tvt.2015.2444876","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2015.2444876","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":[{"display_name":"Affordable and clean energy","score":0.6299999952316284,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G6535040691","display_name":null,"funder_award_id":"51275291","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1495870701","https://openalex.org/W1510649093","https://openalex.org/W1801605453","https://openalex.org/W1964023669","https://openalex.org/W1965654928","https://openalex.org/W1969801327","https://openalex.org/W1973943669","https://openalex.org/W1976644141","https://openalex.org/W1984986259","https://openalex.org/W1988964971","https://openalex.org/W2000777422","https://openalex.org/W2011804882","https://openalex.org/W2013753693","https://openalex.org/W2029515813","https://openalex.org/W2029799049","https://openalex.org/W2058461808","https://openalex.org/W2064122102","https://openalex.org/W2066808393","https://openalex.org/W2068014733","https://openalex.org/W2069053055","https://openalex.org/W2070523120","https://openalex.org/W2083706821","https://openalex.org/W2098883090","https://openalex.org/W2103859628","https://openalex.org/W2107897921","https://openalex.org/W2111096263","https://openalex.org/W2116507007","https://openalex.org/W2122496402","https://openalex.org/W2125493355","https://openalex.org/W2135378647","https://openalex.org/W2142967261","https://openalex.org/W2149751000","https://openalex.org/W2157635303","https://openalex.org/W2161747488","https://openalex.org/W2164600430","https://openalex.org/W2169251508","https://openalex.org/W2183787127","https://openalex.org/W2911221835","https://openalex.org/W4250498632","https://openalex.org/W4285719527","https://openalex.org/W6679971914","https://openalex.org/W6683206223","https://openalex.org/W6683644224","https://openalex.org/W6686327167"],"related_works":["https://openalex.org/W2109769812","https://openalex.org/W2164776125","https://openalex.org/W2953137217","https://openalex.org/W2120892143","https://openalex.org/W2136582587","https://openalex.org/W2137409234","https://openalex.org/W2063991943","https://openalex.org/W2162365590","https://openalex.org/W99982270","https://openalex.org/W2604523609"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"an":[3,26,105,131],"online":[4,27,132],"supervisory":[5,133],"control":[6,36,134],"strategy":[7,223,235,242],"for":[8,155,214],"commuter":[9],"hybrid":[10,76,177],"electric":[11],"vehicles":[12],"(HEVs)":[13],"based":[14,83,161],"on":[15,43,84,162,174],"driving":[16,41,80,101,113,126,139,185,206,218],"condition":[17,42,98,140,207],"learning":[18,108,208],"and":[19,46,96,142,169,187,197,209,236],"prediction.":[20],"The":[21,146,200],"aim":[22],"is":[23,121,212],"to":[24,30,38,54,65,110,123],"provide":[25],"self-learning-based":[28],"framework":[29],"keep":[31],"Pontryagin's":[32],"minimum":[33],"principle":[34],"(PMP)-based":[35],"adapting":[37],"the":[39,67,75,85,112,151,156,163,204,216,221,232,237],"time-varying":[40],"commuting":[44,88,190],"routes":[45],"minimize":[47],"fuel":[48,228],"consumption.":[49],"There":[50],"are":[51,63,172],"three":[52],"steps":[53],"realizing":[55],"this":[56],"strategy.":[57],"First,":[58],"two":[59,165],"novel":[60],"statistical":[61],"features":[62],"proposed":[64,164,205,222],"describe":[66],"frequency":[68],"distribution":[69],"of":[70,74,179,227],"achievable":[71],"working":[72],"points":[73],"powertrain":[77,178],"under":[78],"a":[79,175,180],"condition.":[81,114],"Second,":[82],"characteristic":[86],"that":[87,203],"trips":[89,191],"with":[90,137,192,231],"similar":[91,100],"trip":[92,194],"start":[93,195],"time,":[94],"direction,":[95],"weather":[97,198],"have":[99],"conditions,":[102],"we":[103,129],"develop":[104],"instance-based":[106],"machine":[107],"algorithm":[109,120,148],"learn":[111],"A":[115],"k-nearest":[116],"neighbor":[117],"(k-NN)":[118],"prediction":[119,141,158,210],"used":[122],"predict":[124],"future":[125],"conditions.":[127,199,219],"Third,":[128],"establish":[130],"strategy,":[135],"together":[136],"rolling":[138],"optimal":[143,152],"costate":[144,154],"approximation.":[145],"approximation":[147],"can":[149],"approximate":[150],"constant":[153],"entire":[157],"horizon":[159],"just":[160],"features.":[166],"Simulation":[167],"study":[168],"bench":[170],"tests":[171],"conducted":[173],"parallel":[176],"city":[181],"bus":[182],"using":[183],"standard":[184],"cycles":[186],"real-world":[188],"sampled":[189],"different":[193],"times":[196],"results":[201],"show":[202],"method":[211],"effective":[213],"predicting":[215],"upcoming":[217],"Meanwhile,":[220],"shows":[224],"substantial":[225],"improvement":[226],"economy":[229],"compared":[230],"rule-based":[233],"(RB)":[234],"adaptive":[238],"equivalent":[239],"consumption":[240],"minimization":[241],"(A-ECMS).":[243]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
