{"id":"https://openalex.org/W2735136361","doi":"https://doi.org/10.23919/acc.2017.7963831","title":"Scenario MPC for fuel economy optimization of hybrid electric powertrains on real-world driving cycles","display_name":"Scenario MPC for fuel economy optimization of hybrid electric powertrains on real-world driving cycles","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2735136361","doi":"https://doi.org/10.23919/acc.2017.7963831","mag":"2735136361"},"language":"en","primary_location":{"id":"doi:10.23919/acc.2017.7963831","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc.2017.7963831","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 American Control Conference (ACC)","raw_type":"proceedings-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/A5050023361","display_name":"Martina Jo\u0161evski","orcid":null},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martina Josevski","raw_affiliation_strings":["Department of Mechanical Engineering, RWTH Aachen University, Aachen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083973713","display_name":"Alexander Katriniok","orcid":"https://orcid.org/0000-0003-1137-7885"},"institutions":[{"id":"https://openalex.org/I40753682","display_name":"Ford (Germany)","ror":"https://ror.org/017vgxg86","country_code":"DE","type":"company","lineage":["https://openalex.org/I40753682"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexander Katriniok","raw_affiliation_strings":["Ford Research & Innovation Center, Aachen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ford Research & Innovation Center, Aachen, Germany","institution_ids":["https://openalex.org/I40753682"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029739081","display_name":"Dirk Abel","orcid":"https://orcid.org/0000-0003-0286-3654"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dirk Abel","raw_affiliation_strings":["Department of Mechanical Engineering, RWTH Aachen University, Aachen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0204,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.77515409,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"5629","last_page":"5635"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10808","display_name":"Electric and Hybrid Vehicle Technologies","score":0.9973000288009644,"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":0.9965999722480774,"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/powertrain","display_name":"Powertrain","score":0.7557206153869629},{"id":"https://openalex.org/keywords/torque","display_name":"Torque","score":0.7099895477294922},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.65790855884552},{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.6158367395401001},{"id":"https://openalex.org/keywords/fuel-efficiency","display_name":"Fuel efficiency","score":0.5035087466239929},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4868899881839752},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.4734484851360321},{"id":"https://openalex.org/keywords/independent-and-identically-distributed-random-variables","display_name":"Independent and identically distributed random variables","score":0.4631611108779907},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.42378056049346924},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3711811602115631},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.30302274227142334},{"id":"https://openalex.org/keywords/random-variable","display_name":"Random variable","score":0.1481020450592041},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09352970123291016}],"concepts":[{"id":"https://openalex.org/C76047896","wikidata":"https://www.wikidata.org/wiki/Q1786258","display_name":"Powertrain","level":3,"score":0.7557206153869629},{"id":"https://openalex.org/C144171764","wikidata":"https://www.wikidata.org/wiki/Q48103","display_name":"Torque","level":2,"score":0.7099895477294922},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.65790855884552},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.6158367395401001},{"id":"https://openalex.org/C45882903","wikidata":"https://www.wikidata.org/wiki/Q5042317","display_name":"Fuel efficiency","level":2,"score":0.5035087466239929},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4868899881839752},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.4734484851360321},{"id":"https://openalex.org/C141513077","wikidata":"https://www.wikidata.org/wiki/Q378542","display_name":"Independent and identically distributed random variables","level":3,"score":0.4631611108779907},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.42378056049346924},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3711811602115631},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.30302274227142334},{"id":"https://openalex.org/C122123141","wikidata":"https://www.wikidata.org/wiki/Q176623","display_name":"Random variable","level":2,"score":0.1481020450592041},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09352970123291016},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/acc.2017.7963831","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc.2017.7963831","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 American Control Conference (ACC)","raw_type":"proceedings-article"},{"id":"pmh:oai:publications.rwth-aachen.de:722233","is_oa":false,"landing_page_url":"https://publications.rwth-aachen.de/record/722233","pdf_url":null,"source":{"id":"https://openalex.org/S4306401033","display_name":"RWTH Publications (RWTH Aachen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887968799","host_organization_name":"RWTH Aachen University","host_organization_lineage":["https://openalex.org/I887968799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"[Piscataway, NJ] : IEEE 5629-5635 (2017). doi:10.23919/ACC.2017.7963831","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1539696110","https://openalex.org/W1608758704","https://openalex.org/W1966163588","https://openalex.org/W1981723834","https://openalex.org/W2013439434","https://openalex.org/W2084008601","https://openalex.org/W2088267748","https://openalex.org/W2097814659","https://openalex.org/W2135647212","https://openalex.org/W2162117184","https://openalex.org/W2164199163","https://openalex.org/W2262435722","https://openalex.org/W2483096722","https://openalex.org/W4232676630","https://openalex.org/W4250589301","https://openalex.org/W4300011629"],"related_works":["https://openalex.org/W2883256816","https://openalex.org/W2171408034","https://openalex.org/W3003320923","https://openalex.org/W2106140982","https://openalex.org/W2152313554","https://openalex.org/W2064303750","https://openalex.org/W1509300825","https://openalex.org/W3092582874","https://openalex.org/W2338718585","https://openalex.org/W2054620577"],"abstract_inverted_index":{"Optimization":[0],"based":[1],"energy":[2],"management":[3],"strategies":[4],"for":[5,33,50,55],"hybrid":[6],"electric":[7],"vehicles":[8],"require":[9],"a":[10,42,44,69,100,133,171],"reliable":[11],"forecast":[12],"of":[13,26,135,153,178],"the":[14,79,90,120,125,164],"future":[15],"driver":[16,91],"torque":[17,122,154],"demand":[18,155],"to":[19,61],"yield":[20],"an":[21,64,116],"appropriate":[22],"performance":[23],"in":[24,151],"terms":[25],"fuel":[27,146],"economy":[28],"and":[29,110,128,148],"charge":[30,149,180],"sustainability.":[31],"Apparently,":[32],"artificial":[34],"driving":[35,57,62],"cycles,":[36,58],"which":[37,59],"are":[38,185],"mainly":[39],"investigated":[40],"on":[41,63],"testbed,":[43],"very":[45],"accurate":[46],"preview":[47],"is":[48,68,145,175],"available":[49],"optimization":[51],"purposes.":[52],"In":[53],"contrast,":[54],"real-world":[56],"relate":[60],"actual":[65],"road,":[66],"this":[67],"much":[70],"more":[71],"challenging":[72],"task.":[73],"The":[74],"particular":[75],"challenges":[76],"arise":[77],"with":[78,95],"uncertainties":[80,156,184],"that":[81,141,170],"e.g.":[82],"originate":[83],"from":[84,115],"surrounding":[85],"road":[86],"traffic":[87],"or":[88],"even":[89],"itself.":[92],"To":[93],"cope":[94],"these":[96,183],"uncertainties,":[97],"we":[98,107,167],"propose":[99],"scenario":[101],"model":[102],"predictive":[103],"control":[104,143],"scheme.":[105],"Particularly,":[106],"draw":[108],"independent":[109],"identically":[111],"distributed":[112],"random":[113],"samples":[114],"uncertainty":[117],"interval":[118],"around":[119],"nominal":[121],"profile":[123],"over":[124,132],"prediction":[126],"horizon":[127],"as":[129,161],"such":[130],"optimize":[131],"sequence":[134],"individual":[136],"scenarios.":[137],"Simulation":[138],"results":[139],"highlight":[140],"our":[142],"approach":[144,174],"efficient":[147],"sustaining":[150,181],"spite":[152],"while":[157],"being":[158,179],"real-time":[159],"capable":[160,177],"well.":[162],"At":[163],"same":[165],"time,":[166],"will":[168],"show":[169],"classical":[172],"MPC":[173],"not":[176],"when":[182],"present.":[186]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
