{"id":"https://openalex.org/W3092081675","doi":"https://doi.org/10.1109/case48305.2020.9216797","title":"Risk-aware Energy Management of Extended Range Electric Delivery Vehicles with Implicit Quantile Network","display_name":"Risk-aware Energy Management of Extended Range Electric Delivery Vehicles with Implicit Quantile Network","publication_year":2020,"publication_date":"2020-08-01","ids":{"openalex":"https://openalex.org/W3092081675","doi":"https://doi.org/10.1109/case48305.2020.9216797","mag":"3092081675"},"language":"en","primary_location":{"id":"doi:10.1109/case48305.2020.9216797","is_oa":false,"landing_page_url":"https://doi.org/10.1109/case48305.2020.9216797","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 16th International Conference on Automation Science and Engineering (CASE)","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/A5103076742","display_name":"Pengyue Wang","orcid":"https://orcid.org/0009-0001-6664-0938"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Pengyue Wang","raw_affiliation_strings":["Minneapolis, University of Minnesota, MN"],"affiliations":[{"raw_affiliation_string":"Minneapolis, University of Minnesota, MN","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030843666","display_name":"Yan Li","orcid":"https://orcid.org/0000-0002-3761-1345"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yan Li","raw_affiliation_strings":["Minneapolis, University of Minnesota, MN"],"affiliations":[{"raw_affiliation_string":"Minneapolis, University of Minnesota, MN","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102940260","display_name":"Shashi Shekhar","orcid":"https://orcid.org/0000-0002-3191-3879"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shashi Shekhar","raw_affiliation_strings":["Minneapolis, University of Minnesota, MN"],"affiliations":[{"raw_affiliation_string":"Minneapolis, University of Minnesota, MN","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034090257","display_name":"William F. Northrop","orcid":"https://orcid.org/0000-0001-7189-2075"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William F. Northrop","raw_affiliation_strings":["Minneapolis, University of Minnesota, MN"],"affiliations":[{"raw_affiliation_string":"Minneapolis, University of Minnesota, MN","institution_ids":["https://openalex.org/I130238516"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5103076742"],"corresponding_institution_ids":["https://openalex.org/I130238516"],"apc_list":null,"apc_paid":null,"fwci":0.2055,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.51615703,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"518","issue":null,"first_page":"772","last_page":"778"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9998000264167786,"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/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/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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7213164567947388},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6470155715942383},{"id":"https://openalex.org/keywords/randomness","display_name":"Randomness","score":0.5891816020011902},{"id":"https://openalex.org/keywords/quantile","display_name":"Quantile","score":0.5439988374710083},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.47463592886924744},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.41142746806144714},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.39247122406959534},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.2585756778717041},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.21659335494041443},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.21426084637641907},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1221456527709961},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.091624915599823}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7213164567947388},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6470155715942383},{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.5891816020011902},{"id":"https://openalex.org/C118671147","wikidata":"https://www.wikidata.org/wiki/Q578714","display_name":"Quantile","level":2,"score":0.5439988374710083},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.47463592886924744},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.41142746806144714},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.39247122406959534},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.2585756778717041},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21659335494041443},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.21426084637641907},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1221456527709961},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.091624915599823},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/case48305.2020.9216797","is_oa":false,"landing_page_url":"https://doi.org/10.1109/case48305.2020.9216797","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 16th International Conference on Automation Science and Engineering (CASE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8299999833106995,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W41554520","https://openalex.org/W1522301498","https://openalex.org/W1576452626","https://openalex.org/W1665214252","https://openalex.org/W2121863487","https://openalex.org/W2145339207","https://openalex.org/W2466636338","https://openalex.org/W2545546008","https://openalex.org/W2741842238","https://openalex.org/W2765302304","https://openalex.org/W2794842204","https://openalex.org/W2803308811","https://openalex.org/W2811334097","https://openalex.org/W2897130651","https://openalex.org/W2898045695","https://openalex.org/W2947981406","https://openalex.org/W2963423916","https://openalex.org/W2963757175","https://openalex.org/W2964121744","https://openalex.org/W2968104655","https://openalex.org/W2970353014","https://openalex.org/W2980516483","https://openalex.org/W2989874518","https://openalex.org/W2990187883","https://openalex.org/W3021487874","https://openalex.org/W3106357768","https://openalex.org/W3148740559","https://openalex.org/W4298876402","https://openalex.org/W4301284517","https://openalex.org/W6631190155","https://openalex.org/W6683300800","https://openalex.org/W6745500190"],"related_works":["https://openalex.org/W1488761988","https://openalex.org/W2044551864","https://openalex.org/W1572557500","https://openalex.org/W3034924094","https://openalex.org/W3094954546","https://openalex.org/W3124946120","https://openalex.org/W4390690393","https://openalex.org/W1488708774","https://openalex.org/W1982811510","https://openalex.org/W2047938026"],"abstract_inverted_index":{"Model-free":[0],"reinforcement":[1],"learning":[2],"(RL)":[3],"algorithms":[4],"are":[5,15,36,48,61,127,137],"used":[6],"to":[7,54,64,183],"solve":[8],"sequential":[9],"decision-making":[10],"problems":[11],"under":[12],"uncertainty.":[13],"They":[14],"data-driven":[16],"methods":[17],"and":[18,51,125,166,187],"do":[19],"not":[20],"require":[21],"an":[22],"explicit":[23],"model":[24],"of":[25,32,96,101,130,146,169,172],"the":[26,65,71,75,92,104,108,140,143,161,167],"studied":[27],"system":[28],"or":[29],"environment.":[30],"Because":[31],"this":[33,79,152],"characteristic,":[34],"they":[35],"widely":[37],"utilized":[38],"in":[39,57,121],"Intelligent":[40],"Transportation":[41],"Systems":[42],"(ITS),":[43],"as":[44,123],"real-world":[45],"transportation":[46,131],"systems":[47],"highly":[49,117],"complex":[50],"extremely":[52],"difficult":[53],"model.":[55],"However,":[56],"most":[58],"literature,":[59],"decisions":[60],"made":[62],"according":[63,182],"expected":[66,105],"long-term":[67,106],"return":[68,110],"estimated":[69,113],"by":[70,157],"RL":[72,83],"algorithm,":[73],"ignoring":[74],"underlying":[76],"risk.":[77,150],"In":[78,133,151],"work,":[80],"a":[81,97,159,176],"distributional":[82],"algorithm":[84,141],"called":[85],"implicit":[86],"quantile":[87],"network":[88],"is":[89,112,116],"adapted":[90],"for":[91,119],"energy":[93],"management":[94],"problem":[95],"delivery":[98,177],"vehicle.":[99],"Instead":[100],"only":[102],"estimating":[103],"return,":[107],"full":[109],"distribution":[111],"implicitly.":[114],"This":[115],"beneficial":[118],"applications":[120],"ITS,":[122],"uncertainty":[124],"randomness":[126],"intrinsic":[128],"characteristics":[129],"systems.":[132],"addition,":[134],"risk-aware":[135],"strategies":[136],"integrated":[138],"into":[139],"with":[142],"risk":[144,168],"measure":[145],"conditional":[147],"value":[148],"at":[149],"study,":[153],"we":[154],"demonstrate":[155],"that":[156],"changing":[158],"hyperparameter,":[160],"trade-off":[162],"between":[163],"fuel":[164],"efficiency":[165],"running":[170],"out":[171],"battery":[173],"power":[174],"during":[175],"trip":[178],"can":[179],"be":[180],"controlled":[181],"different":[184],"application":[185],"scenarios":[186],"personal":[188],"preferences.":[189]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}