{"id":"https://openalex.org/W4413392704","doi":"https://doi.org/10.23919/acc63710.2025.11107862","title":"Machine Learning-Driven Prediction of Lithium-Ion Battery Power Capability for eVTOL Aircraft","display_name":"Machine Learning-Driven Prediction of Lithium-Ion Battery Power Capability for eVTOL Aircraft","publication_year":2025,"publication_date":"2025-07-08","ids":{"openalex":"https://openalex.org/W4413392704","doi":"https://doi.org/10.23919/acc63710.2025.11107862"},"language":"en","primary_location":{"id":"doi:10.23919/acc63710.2025.11107862","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc63710.2025.11107862","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 American Control Conference (ACC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2510.03497","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018205273","display_name":"Hao Tu","orcid":"https://orcid.org/0000-0003-1545-4200"},"institutions":[{"id":"https://openalex.org/I146416000","display_name":"University of Kansas","ror":"https://ror.org/001tmjg57","country_code":"US","type":"education","lineage":["https://openalex.org/I146416000"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hao Tu","raw_affiliation_strings":["University of Kansas,Department of Mechanical Engineering,Lawrence,KS,USA,66045"],"affiliations":[{"raw_affiliation_string":"University of Kansas,Department of Mechanical Engineering,Lawrence,KS,USA,66045","institution_ids":["https://openalex.org/I146416000"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044079782","display_name":"Yebin Wang","orcid":"https://orcid.org/0000-0001-7209-7866"},"institutions":[{"id":"https://openalex.org/I4210159266","display_name":"Mitsubishi Electric (United States)","ror":"https://ror.org/053jnhe44","country_code":"US","type":"company","lineage":["https://openalex.org/I1306287861","https://openalex.org/I4210133125","https://openalex.org/I4210159266"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yebin Wang","raw_affiliation_strings":["Mitsubishi Electric Research Laboratories,Cambridge,MA,USA,02139"],"affiliations":[{"raw_affiliation_string":"Mitsubishi Electric Research Laboratories,Cambridge,MA,USA,02139","institution_ids":["https://openalex.org/I4210159266"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070733769","display_name":"Shaoshuai Mou","orcid":"https://orcid.org/0000-0002-3698-4238"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shaoshuai Mou","raw_affiliation_strings":["Purdue University,Department of Aeronautics and Astronautics,West Lafayette,IN,USA,47907"],"affiliations":[{"raw_affiliation_string":"Purdue University,Department of Aeronautics and Astronautics,West Lafayette,IN,USA,47907","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103016808","display_name":"Huazhen Fang","orcid":"https://orcid.org/0000-0003-0147-4817"},"institutions":[{"id":"https://openalex.org/I146416000","display_name":"University of Kansas","ror":"https://ror.org/001tmjg57","country_code":"US","type":"education","lineage":["https://openalex.org/I146416000"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huazhen Fang","raw_affiliation_strings":["University of Kansas,Department of Mechanical Engineering,Lawrence,KS,USA,66045"],"affiliations":[{"raw_affiliation_string":"University of Kansas,Department of Mechanical Engineering,Lawrence,KS,USA,66045","institution_ids":["https://openalex.org/I146416000"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5018205273"],"corresponding_institution_ids":["https://openalex.org/I146416000"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.28484976,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1482","last_page":"1487"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":1.0,"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/T10663","display_name":"Advanced Battery Technologies Research","score":1.0,"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/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T10018","display_name":"Advancements in Battery Materials","score":0.9864000082015991,"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/battery","display_name":"Battery (electricity)","score":0.6316843628883362},{"id":"https://openalex.org/keywords/lithium","display_name":"Lithium (medication)","score":0.6130363345146179},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5629369020462036},{"id":"https://openalex.org/keywords/ion","display_name":"Ion","score":0.48890796303749084},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47117453813552856},{"id":"https://openalex.org/keywords/lithium-ion-battery","display_name":"Lithium-ion battery","score":0.4640563726425171},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.44774019718170166},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.40933147072792053},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.3818114101886749},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3639546036720276},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.32095205783843994},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2693668603897095},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.13969752192497253},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12423363327980042},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07810893654823303}],"concepts":[{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.6316843628883362},{"id":"https://openalex.org/C2778541603","wikidata":"https://www.wikidata.org/wiki/Q152763","display_name":"Lithium (medication)","level":2,"score":0.6130363345146179},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5629369020462036},{"id":"https://openalex.org/C145148216","wikidata":"https://www.wikidata.org/wiki/Q36496","display_name":"Ion","level":2,"score":0.48890796303749084},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47117453813552856},{"id":"https://openalex.org/C2779197387","wikidata":"https://www.wikidata.org/wiki/Q2822895","display_name":"Lithium-ion battery","level":4,"score":0.4640563726425171},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.44774019718170166},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.40933147072792053},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.3818114101886749},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3639546036720276},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.32095205783843994},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2693668603897095},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.13969752192497253},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12423363327980042},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07810893654823303},{"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/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/acc63710.2025.11107862","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc63710.2025.11107862","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 American Control Conference (ACC)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2510.03497","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2510.03497","pdf_url":"https://arxiv.org/pdf/2510.03497","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2510.03497","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2510.03497","pdf_url":"https://arxiv.org/pdf/2510.03497","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.8500000238418579,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1998984102","https://openalex.org/W2116064024","https://openalex.org/W2163342696","https://openalex.org/W2343228695","https://openalex.org/W2514874264","https://openalex.org/W2809133751","https://openalex.org/W2939932822","https://openalex.org/W3045722813","https://openalex.org/W3166628867","https://openalex.org/W3188838207","https://openalex.org/W3213181601","https://openalex.org/W4294690642","https://openalex.org/W4309306772","https://openalex.org/W4318953189","https://openalex.org/W4379197289","https://openalex.org/W4385707259","https://openalex.org/W4392076969","https://openalex.org/W4395443373","https://openalex.org/W4401742402","https://openalex.org/W4402263741"],"related_works":["https://openalex.org/W2995074223","https://openalex.org/W2357719166","https://openalex.org/W4224246090","https://openalex.org/W3165173190","https://openalex.org/W2080384327","https://openalex.org/W2159458361","https://openalex.org/W3161330592","https://openalex.org/W2274723115","https://openalex.org/W3201198192","https://openalex.org/W3089487084"],"abstract_inverted_index":{"Electric":[0],"vertical":[1],"take-off":[2],"and":[3,86,124,148],"landing":[4],"(eVTOL)":[5],"aircraft":[6],"have":[7],"emerged":[8],"as":[9,56,58],"a":[10,19,26,73,109,120],"promising":[11],"solution":[12],"to":[13,98,118,142,152],"transform":[14],"urban":[15],"transportation.":[16],"They":[17],"present":[18],"few":[20],"technical":[21],"challenges":[22],"for":[23,68,78,134,169],"battery":[24,41],"management,":[25],"prominent":[27],"one":[28],"of":[29,34,38,61,90,165],"which":[30,80],"is":[31],"the":[32,35,47,59,69,87,135,144,150,154,163,166],"prediction":[33,76,84,151],"power":[36,74],"capability":[37],"their":[39],"lithiumion":[40],"systems.":[42],"The":[43],"challenge":[44],"originates":[45],"from":[46],"high":[48,128],"C-rate":[49],"discharging":[50],"conditions":[51],"required":[52],"during":[53],"eVTOL":[54,79,170],"flights":[55],"well":[57],"complexity":[60],"lithium-ion":[62,121],"batteries\u2019":[63],"electrothermal":[64],"dynamics.":[65],"This":[66],"paper,":[67],"first":[70],"time,":[71],"formulates":[72],"limit":[75],"problem":[77,101],"explicitly":[81],"considers":[82],"long":[83],"horizons":[85],"possible":[88],"occurrence":[89],"emergency":[91],"landings.":[92],"We":[93],"then":[94],"harness":[95],"machine":[96,116,140],"learning":[97,117,141],"solve":[99],"this":[100],"in":[102],"two":[103],"intertwined":[104],"ways.":[105],"First,":[106],"we":[107,138],"adopt":[108],"dynamic":[110],"model":[111],"that":[112],"integrates":[113],"physics":[114],"with":[115,127,156],"predict":[119,143],"battery\u2019s":[122],"voltage":[123],"temperature":[125],"behaviors":[126],"accuracy.":[129],"Second,":[130],"while":[131],"performing":[132],"search":[133,155],"maximum":[136],"power,":[137],"leverage":[139],"remaining":[145],"discharge":[146],"time":[147],"use":[149],"accelerate":[153],"fast":[157],"computation.":[158],"Our":[159],"validation":[160],"results":[161],"show":[162],"effectiveness":[164],"proposed":[167],"study":[168],"operations.":[171]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
