{"id":"https://openalex.org/W4400410610","doi":"https://doi.org/10.1109/tvt.2024.3424422","title":"Predictive Energy Management Strategy for Fuel Cell Vehicles Combining Long-Term and Short-Term Forecasts","display_name":"Predictive Energy Management Strategy for Fuel Cell Vehicles Combining Long-Term and Short-Term Forecasts","publication_year":2024,"publication_date":"2024-07-08","ids":{"openalex":"https://openalex.org/W4400410610","doi":"https://doi.org/10.1109/tvt.2024.3424422"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2024.3424422","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tvt.2024.3424422","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/tvt.2024.3424422","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014851571","display_name":"Sandro Kofler","orcid":"https://orcid.org/0000-0002-0306-2253"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Sandro Kofler","raw_affiliation_strings":["Institute of Mechanics and Mechatronics, TU Wien, Vienna, Austria"],"raw_orcid":"https://orcid.org/0000-0002-0306-2253","affiliations":[{"raw_affiliation_string":"Institute of Mechanics and Mechatronics, TU Wien, Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083648305","display_name":"Zhang Peng Du","orcid":"https://orcid.org/0000-0003-3567-2264"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Zhang Peng Du","raw_affiliation_strings":["Institute of Mechanics and Mechatronics, TU Wien, Vienna, Austria"],"raw_orcid":"https://orcid.org/0000-0003-3567-2264","affiliations":[{"raw_affiliation_string":"Institute of Mechanics and Mechatronics, TU Wien, Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108512347","display_name":"Stefan Jakubek","orcid":null},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Stefan Jakubek","raw_affiliation_strings":["Institute of Mechanics and Mechatronics, TU Wien, Vienna, Austria"],"raw_orcid":"https://orcid.org/0009-0006-7017-4024","affiliations":[{"raw_affiliation_string":"Institute of Mechanics and Mechatronics, TU Wien, Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045685816","display_name":"Christoph Hametner","orcid":"https://orcid.org/0000-0003-2912-4771"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]},{"id":"https://openalex.org/I4210105054","display_name":"Christian Doppler Laboratory for Thermoelectricity","ror":"https://ror.org/01cbw5x35","country_code":"AT","type":"facility","lineage":["https://openalex.org/I129774422","https://openalex.org/I145847075","https://openalex.org/I4210105054"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Christoph Hametner","raw_affiliation_strings":["Christian Doppler Laboratory for Innovative Control and Monitoring of Automative Powertrain Systems, TU Wien, Vienna, Austria"],"raw_orcid":"https://orcid.org/0000-0003-2912-4771","affiliations":[{"raw_affiliation_string":"Christian Doppler Laboratory for Innovative Control and Monitoring of Automative Powertrain Systems, TU Wien, Vienna, Austria","institution_ids":["https://openalex.org/I145847075","https://openalex.org/I4210105054"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1982,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.75355038,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"73","issue":"11","first_page":"16364","last_page":"16374"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10808","display_name":"Electric and Hybrid Vehicle Technologies","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9984999895095825,"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/T10409","display_name":"Fuel Cells and Related Materials","score":0.9976999759674072,"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/model-predictive-control","display_name":"Model predictive control","score":0.7321058511734009},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.6928023099899292},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.6476230621337891},{"id":"https://openalex.org/keywords/state-of-charge","display_name":"State of charge","score":0.6144997477531433},{"id":"https://openalex.org/keywords/energy-management-system","display_name":"Energy management system","score":0.5662288665771484},{"id":"https://openalex.org/keywords/dynamic-programming","display_name":"Dynamic programming","score":0.565455973148346},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.5430779457092285},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5407540798187256},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.46687954664230347},{"id":"https://openalex.org/keywords/online-algorithm","display_name":"Online algorithm","score":0.4610843062400818},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.41498681902885437},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.39463716745376587},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.389994740486145},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.35844337940216064},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.35455942153930664},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3460473418235779},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.27768221497535706},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.14623814821243286}],"concepts":[{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.7321058511734009},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.6928023099899292},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.6476230621337891},{"id":"https://openalex.org/C2776582896","wikidata":"https://www.wikidata.org/wiki/Q5368536","display_name":"State of charge","level":4,"score":0.6144997477531433},{"id":"https://openalex.org/C2781260460","wikidata":"https://www.wikidata.org/wiki/Q6139999","display_name":"Energy management system","level":4,"score":0.5662288665771484},{"id":"https://openalex.org/C37404715","wikidata":"https://www.wikidata.org/wiki/Q380679","display_name":"Dynamic programming","level":2,"score":0.565455973148346},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.5430779457092285},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5407540798187256},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.46687954664230347},{"id":"https://openalex.org/C196921405","wikidata":"https://www.wikidata.org/wiki/Q786431","display_name":"Online algorithm","level":2,"score":0.4610843062400818},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.41498681902885437},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.39463716745376587},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.389994740486145},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.35844337940216064},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.35455942153930664},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3460473418235779},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.27768221497535706},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.14623814821243286},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tvt.2024.3424422","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tvt.2024.3424422","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Vehicular Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/tvt.2024.3424422","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tvt.2024.3424422","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Vehicular Technology","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8299999833106995,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320310617","display_name":"Klima- und Energiefonds","ror":"https://ror.org/044ym4p17"},{"id":"https://openalex.org/F4320335937","display_name":"Technische Universit\u00e4t Wien Bibliothek","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W47669410","https://openalex.org/W160881533","https://openalex.org/W1684571337","https://openalex.org/W1979387894","https://openalex.org/W1984851913","https://openalex.org/W1999777417","https://openalex.org/W2002268650","https://openalex.org/W2069906798","https://openalex.org/W2078943084","https://openalex.org/W2095379320","https://openalex.org/W2095981533","https://openalex.org/W2111034649","https://openalex.org/W2118412444","https://openalex.org/W2125493355","https://openalex.org/W2134949919","https://openalex.org/W2148881573","https://openalex.org/W2167300323","https://openalex.org/W2592632069","https://openalex.org/W2740526166","https://openalex.org/W2749680651","https://openalex.org/W2805866032","https://openalex.org/W2900489907","https://openalex.org/W2903810994","https://openalex.org/W2941929782","https://openalex.org/W3037519577","https://openalex.org/W3086611330","https://openalex.org/W3127890494","https://openalex.org/W3206623137","https://openalex.org/W3209900176","https://openalex.org/W4200220465","https://openalex.org/W4211040970","https://openalex.org/W4298166422","https://openalex.org/W4300011629","https://openalex.org/W4391342057","https://openalex.org/W6637458923"],"related_works":["https://openalex.org/W2749199243","https://openalex.org/W2333017163","https://openalex.org/W2133545517","https://openalex.org/W2185691408","https://openalex.org/W2352231626","https://openalex.org/W2964681094","https://openalex.org/W2782741053","https://openalex.org/W2577786578","https://openalex.org/W1984852161","https://openalex.org/W4205770699"],"abstract_inverted_index":{"Fuel":[0],"cell":[1,22],"electric":[2],"vehicles":[3,7],"are":[4],"usually":[5],"hybrid":[6],"requiring":[8],"an":[9,30,199,203],"energy":[10,142,167],"management":[11,143,168],"strategy":[12],"(EMS)":[13],"to":[14,110,113],"determine":[15],"the":[16,20,41,69,81,108,114,127,141,155,166,171,174,179,194],"power":[17],"split":[18],"between":[19],"fuel":[21],"system":[23],"and":[24,67,106,131,177,193],"a":[25,57,121,136,151,160,211],"battery.":[26],"The":[27],"performance":[28,59,196],"of":[29,40,62,85,129,173],"EMS":[31,109,123],"can":[32,54,77],"be":[33],"improved":[34],"by":[35],"taking":[36],"into":[37],"account":[38],"forecasts":[39],"vehicle":[42],"velocity.":[43],"Simple":[44],"estimates":[45],"derived":[46],"from":[47,80,97],"static":[48],"route":[49,148],"information,":[50],"e.g.,":[51],"speed":[52],"limits,":[53],"already":[55],"provide":[56,101],"significant":[58,195],"increase":[60],"because":[61,84],"being":[63],"available":[64,147],"before":[65],"departure":[66],"for":[68],"entire":[70],"driving":[71,116],"mission.":[72],"However,":[73],"such":[74,88],"long-term":[75,130],"predictions":[76,96],"deviate":[78],"considerably":[79],"actual":[82,115],"velocity":[83],"dynamic":[86,137],"influences,":[87],"as":[89,182],"traffic,":[90],"roadworks,":[91],"or":[92],"weather.":[93],"Here,":[94],"short-term":[95,132,175],"vehicular":[98],"communication":[99],"systems":[100],"more":[102],"accurate":[103],"real-time":[104],"information":[105,128,172],"allow":[107],"react":[111],"better":[112],"conditions.":[117],"This":[118],"article":[119],"proposes":[120],"predictive":[122,162],"that":[124,201],"efficiently":[125],"combines":[126],"forecasts.":[133],"Before":[134],"departure,":[135],"programming":[138],"algorithm":[139],"optimizes":[140,165],"based":[144],"on":[145],"a-priori":[146],"data":[149],"yielding":[150],"distance-based":[152],"map":[153],"describing":[154],"optimal":[156,180],"cost-to-go.":[157],"While":[158],"driving,":[159],"model":[161],"controller":[163],"(MPC)":[164],"online":[169],"considering":[170],"prediction":[176],"including":[178],"cost-to-go":[181],"terminal":[183],"cost.":[184],"A":[185],"computationally":[186],"efficient":[187],"linear":[188],"MPC":[189,200],"implementation":[190],"is":[191,208],"proposed,":[192],"benefit":[197],"over":[198],"tracks":[202],"optimized":[204],"battery":[205],"state-of-charge":[206],"reference":[207],"demonstrated":[209],"in":[210],"numerical":[212],"study.":[213]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}