{"id":"https://openalex.org/W4414197225","doi":"https://doi.org/10.1109/tits.2025.3604838","title":"Multifaceted Velocity Prediction-Based Bipartite Integration Optimization Strategy of Cabin and Battery Thermal Management for EVs","display_name":"Multifaceted Velocity Prediction-Based Bipartite Integration Optimization Strategy of Cabin and Battery Thermal Management for EVs","publication_year":2025,"publication_date":"2025-09-15","ids":{"openalex":"https://openalex.org/W4414197225","doi":"https://doi.org/10.1109/tits.2025.3604838"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2025.3604838","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2025.3604838","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":null,"display_name":"Jiayi Li","orcid":"https://orcid.org/0009-0008-2821-7531"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiayi Li","raw_affiliation_strings":["Department of Control Science and Engineering, Jilin University, Changchun, China"],"raw_orcid":"https://orcid.org/0009-0008-2821-7531","affiliations":[{"raw_affiliation_string":"Department of Control Science and Engineering, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100443225","display_name":"Yan Ma","orcid":"https://orcid.org/0000-0001-6605-8983"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yan Ma","raw_affiliation_strings":["National Key Laboratory of Automotive Chassis Integration and Bionics, Changchun, China"],"raw_orcid":"https://orcid.org/0000-0001-6605-8983","affiliations":[{"raw_affiliation_string":"National Key Laboratory of Automotive Chassis Integration and Bionics, Changchun, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029129245","display_name":"Shuyou Yu","orcid":"https://orcid.org/0000-0002-3258-6494"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shuyou Yu","raw_affiliation_strings":["National Key Laboratory of Automotive Chassis Integration and Bionics, Changchun, China"],"raw_orcid":"https://orcid.org/0000-0002-3258-6494","affiliations":[{"raw_affiliation_string":"National Key Laboratory of Automotive Chassis Integration and Bionics, Changchun, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015308844","display_name":"Jinwu Gao","orcid":"https://orcid.org/0000-0003-2745-1920"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jinwu Gao","raw_affiliation_strings":["National Key Laboratory of Automotive Chassis Integration and Bionics, Changchun, China"],"raw_orcid":"https://orcid.org/0000-0003-2745-1920","affiliations":[{"raw_affiliation_string":"National Key Laboratory of Automotive Chassis Integration and Bionics, Changchun, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074996561","display_name":"Hong Chen","orcid":"https://orcid.org/0000-0002-1724-8649"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Chen","raw_affiliation_strings":["Department of Control Science and Engineering, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-1724-8649","affiliations":[{"raw_affiliation_string":"Department of Control Science and Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22773105,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"26","issue":"10","first_page":"15345","last_page":"15360"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10808","display_name":"Electric and Hybrid Vehicle Technologies","score":0.9979000091552734,"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":0.9979000091552734,"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":0.9922000169754028,"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/T10117","display_name":"Advanced Combustion Engine Technologies","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/1507","display_name":"Fluid Flow and Transfer Processes"},"field":{"id":"https://openalex.org/fields/15","display_name":"Chemical Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.6589000225067139},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.48159998655319214},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4447000026702881},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.43290001153945923},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.4101000130176544},{"id":"https://openalex.org/keywords/optimal-control","display_name":"Optimal control","score":0.4065999984741211},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.3725000023841858},{"id":"https://openalex.org/keywords/state-of-charge","display_name":"State of charge","score":0.3490999937057495},{"id":"https://openalex.org/keywords/electric-vehicle","display_name":"Electric vehicle","score":0.34299999475479126}],"concepts":[{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.6589000225067139},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.49630001187324524},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49219998717308044},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.48159998655319214},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.44679999351501465},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4447000026702881},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.43290001153945923},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.4101000130176544},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.4065999984741211},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.3725000023841858},{"id":"https://openalex.org/C2776582896","wikidata":"https://www.wikidata.org/wiki/Q5368536","display_name":"State of charge","level":4,"score":0.3490999937057495},{"id":"https://openalex.org/C2776422217","wikidata":"https://www.wikidata.org/wiki/Q13629441","display_name":"Electric vehicle","level":3,"score":0.34299999475479126},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.33970001339912415},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.33709999918937683},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.33629998564720154},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.3346000015735626},{"id":"https://openalex.org/C37404715","wikidata":"https://www.wikidata.org/wiki/Q380679","display_name":"Dynamic programming","level":2,"score":0.3314000070095062},{"id":"https://openalex.org/C204530211","wikidata":"https://www.wikidata.org/wiki/Q752823","display_name":"Thermal","level":2,"score":0.3285999894142151},{"id":"https://openalex.org/C79487989","wikidata":"https://www.wikidata.org/wiki/Q934680","display_name":"Vehicle dynamics","level":2,"score":0.32249999046325684},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.3077999949455261},{"id":"https://openalex.org/C2778774385","wikidata":"https://www.wikidata.org/wiki/Q4437810","display_name":"Power management","level":3,"score":0.28610000014305115},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.2825999855995178},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.27309998869895935},{"id":"https://openalex.org/C19527686","wikidata":"https://www.wikidata.org/wiki/Q1665453","display_name":"System integration","level":2,"score":0.263700008392334},{"id":"https://openalex.org/C2780847881","wikidata":"https://www.wikidata.org/wiki/Q3177122","display_name":"Driving range","level":4,"score":0.25999999046325684},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.25529998540878296},{"id":"https://openalex.org/C536315585","wikidata":"https://www.wikidata.org/wiki/Q7698332","display_name":"Temperature control","level":2,"score":0.2533999979496002},{"id":"https://openalex.org/C45872418","wikidata":"https://www.wikidata.org/wiki/Q5318966","display_name":"Dynamic demand","level":3,"score":0.2524000108242035}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2025.3604838","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2025.3604838","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":[],"awards":[{"id":"https://openalex.org/G1010112539","display_name":null,"funder_award_id":"62473171","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4328090005","display_name":null,"funder_award_id":"U21A20166","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7115788451","display_name":null,"funder_award_id":"20250203149SF","funder_id":"https://openalex.org/F4320323190","funder_display_name":"Fujian Provincial Department of Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323190","display_name":"Fujian Provincial Department of Science and Technology","ror":"https://ror.org/00rgzpv08"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W191298389","https://openalex.org/W2001960389","https://openalex.org/W2026131661","https://openalex.org/W2043765345","https://openalex.org/W2047111123","https://openalex.org/W2048096795","https://openalex.org/W2065788296","https://openalex.org/W2119781256","https://openalex.org/W2148881573","https://openalex.org/W2342265194","https://openalex.org/W2515170416","https://openalex.org/W2556405044","https://openalex.org/W2593465270","https://openalex.org/W2740444906","https://openalex.org/W2806819900","https://openalex.org/W2920318298","https://openalex.org/W2955724600","https://openalex.org/W2959029806","https://openalex.org/W3006022447","https://openalex.org/W3019948041","https://openalex.org/W3037658012","https://openalex.org/W3080997133","https://openalex.org/W3094099748","https://openalex.org/W3106744847","https://openalex.org/W3122141203","https://openalex.org/W3125555796","https://openalex.org/W3134308458","https://openalex.org/W3135393902","https://openalex.org/W3179144550","https://openalex.org/W3196856323","https://openalex.org/W3200598119","https://openalex.org/W4211040970","https://openalex.org/W4296006434","https://openalex.org/W4311788998","https://openalex.org/W4366986914","https://openalex.org/W4382203406","https://openalex.org/W4386132211","https://openalex.org/W4386391619","https://openalex.org/W4386590859","https://openalex.org/W4387092481","https://openalex.org/W4388726674","https://openalex.org/W4389538725","https://openalex.org/W4389833699","https://openalex.org/W4402219614"],"related_works":[],"abstract_inverted_index":{"In":[0,118,152],"high-temperature":[1],"environments,":[2],"integrating":[3],"dynamic":[4],"traffic":[5],"information":[6],"with":[7],"an":[8],"efficient":[9],"thermal":[10,87,100,145,150],"management":[11],"optimization":[12,51,78,96],"strategy":[13,79,193],"has":[14],"proven":[15],"effective":[16,50],"in":[17,68,206,210],"rapidly":[18],"reducing":[19],"battery":[20,47,86,211],"temperature,":[21],"keeping":[22],"it":[23],"within":[24],"the":[25,45,74,103,119,129,149,153,156,191,221,225],"optimal":[26,36,181],"operational":[27],"range.":[28],"This":[29],"approach":[30],"ensures":[31],"electric":[32],"vehicles":[33],"(EVs)":[34],"maintain":[35],"power":[37,142],"output":[38],"and":[39,85,114,144,177,204],"range":[40],"performance.":[41],"However,":[42],"due":[43],"to":[44,127,164],"prolonged":[46],"heat":[48],"accumulation,":[49],"requires":[52],"a":[53,93,109,134,170,207],"long":[54,135],"predictive":[55,63],"horizon.":[56],"The":[57],"real-time":[58],"implementation":[59],"of":[60,111,141,213,224],"centralized":[61],"model":[62,101],"control":[64],"(MPC)":[65],"faces":[66],"challenges":[67],"computational":[69,90,200],"complexity.":[70],"To":[71],"address":[72],"this,":[73],"proposed":[75,192],"bipartite":[76],"integration":[77],"combines":[80],"two":[81],"levels":[82],"for":[83,102,180],"cabin":[84],"management,":[88],"enhancing":[89],"efficiency":[91,201],"through":[92],"segmented,":[94],"hierarchical":[95],"approach.":[97],"A":[98],"comprehensive":[99],"cooling":[104,113,222],"system":[105],"is":[106,125,162],"developed,":[107],"employing":[108],"combination":[110],"liquid":[112],"active":[115],"air":[116],"cooling.":[117],"upper":[120],"level,":[121,155],"vehicle-to-cloud":[122],"(V2C)":[123],"communication":[124],"utilized":[126],"obtain":[128],"average":[130],"vehicle":[131,167],"velocity":[132,168],"over":[133,169,216],"horizon,":[136,172],"enabling":[137],"more":[138],"accurate":[139],"forecasts":[140],"demand":[143],"load,":[146],"thereby":[147],"optimizing":[148],"trajectory.":[151],"lower":[154],"extreme":[157],"learning":[158],"machine":[159],"(ELM)":[160],"method":[161],"used":[163],"predict":[165],"future":[166],"short":[171],"facilitating":[173],"precise":[174],"temperature":[175],"tracking":[176],"minimizing":[178],"variations":[179],"control.":[182],"Simulation":[183],"results":[184,205],"under":[185],"real":[186],"driving":[187],"conditions":[188],"indicate":[189],"that":[190],"reduces":[194],"energy":[195],"consumption":[196],"by":[197,202],"18.90%,":[198],"improves":[199],"83.53%,":[203],"0.055%":[208],"improvement":[209],"state":[212],"health":[214],"(SOH)":[215],"extended":[217],"cycles,":[218],"without":[219],"compromising":[220],"requirements":[223],"passenger":[226],"cabin.":[227]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}