{"id":"https://openalex.org/W3184532847","doi":"https://doi.org/10.23919/acc50511.2021.9483248","title":"1D PDE Model for Thermal Dynamics in Fluid-Cooled Battery Packs: Numerical Methods and Sensor Placement","display_name":"1D PDE Model for Thermal Dynamics in Fluid-Cooled Battery Packs: Numerical Methods and Sensor Placement","publication_year":2021,"publication_date":"2021-05-25","ids":{"openalex":"https://openalex.org/W3184532847","doi":"https://doi.org/10.23919/acc50511.2021.9483248","mag":"3184532847"},"language":"en","primary_location":{"id":"doi:10.23919/acc50511.2021.9483248","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc50511.2021.9483248","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 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/A5054404174","display_name":"Dylan Kato","orcid":null},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dylan Kato","raw_affiliation_strings":["Energy, Controls and Applications Lab (eCAL), University of California, Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"Energy, Controls and Applications Lab (eCAL), University of California, Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029873060","display_name":"Scott Moura","orcid":"https://orcid.org/0000-0002-6393-4375"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Scott J. Moura","raw_affiliation_strings":["Energy, Controls and Applications Lab (eCAL), University of California, Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"Energy, Controls and Applications Lab (eCAL), University of California, Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5054404174"],"corresponding_institution_ids":["https://openalex.org/I95457486"],"apc_list":null,"apc_paid":null,"fwci":0.1833,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.48568178,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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/T10281","display_name":"Advanced Battery Materials and Technologies","score":0.9983999729156494,"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/T10018","display_name":"Advancements in Battery Materials","score":0.9955999851226807,"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/leverage","display_name":"Leverage (statistics)","score":0.5611006617546082},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5556085109710693},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.5239477157592773},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.4769919514656067},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4569864571094513},{"id":"https://openalex.org/keywords/alkaline-battery","display_name":"Alkaline battery","score":0.45049017667770386},{"id":"https://openalex.org/keywords/thermal","display_name":"Thermal","score":0.4483467936515808},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.344778835773468},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.32382869720458984},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2573277950286865}],"concepts":[{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5611006617546082},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5556085109710693},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.5239477157592773},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.4769919514656067},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4569864571094513},{"id":"https://openalex.org/C164308340","wikidata":"https://www.wikidata.org/wiki/Q861345","display_name":"Alkaline battery","level":4,"score":0.45049017667770386},{"id":"https://openalex.org/C204530211","wikidata":"https://www.wikidata.org/wiki/Q752823","display_name":"Thermal","level":2,"score":0.4483467936515808},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.344778835773468},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.32382869720458984},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2573277950286865},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"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/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/acc50511.2021.9483248","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc50511.2021.9483248","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 American Control Conference (ACC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.5,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W147334021","https://openalex.org/W1486629044","https://openalex.org/W1498424889","https://openalex.org/W1596076776","https://openalex.org/W1972617884","https://openalex.org/W2014970059","https://openalex.org/W2048880932","https://openalex.org/W2071724588","https://openalex.org/W2091955444","https://openalex.org/W2116064024","https://openalex.org/W2155350901","https://openalex.org/W2512585696","https://openalex.org/W2735906922","https://openalex.org/W2944510253","https://openalex.org/W3141436018","https://openalex.org/W6629211236"],"related_works":["https://openalex.org/W1580685205","https://openalex.org/W2355599635","https://openalex.org/W1721067231","https://openalex.org/W2760382975","https://openalex.org/W2349716249","https://openalex.org/W2787993192","https://openalex.org/W2392251715","https://openalex.org/W2384076304","https://openalex.org/W2393247368","https://openalex.org/W2373380277"],"abstract_inverted_index":{"This":[0],"paper":[1],"addresses":[2],"the":[3,47,52,78,87,94,99,104],"problem":[4,91],"of":[5,46,49,103],"modeling":[6],"and":[7,14,51,65,85],"estimating":[8],"state":[9,107],"dynamics":[10],"in":[11],"coupled":[12,21],"battery":[13,27],"thermal":[15,62],"cooling":[16],"systems.":[17],"We":[18,70,83],"present":[19],"a":[20,43],"diffusion-advection":[22],"PDE":[23,38],"model":[24],"for":[25],"fluid-cooled":[26],"packs.":[28],"A":[29],"novel":[30],"numerical":[31,57],"method":[32,48],"is":[33,42,59,109],"proposed":[34],"to":[35,67,76],"simulate":[36],"this":[37,73],"system.":[39],"The":[40,56],"technique":[41],"monolithic":[44],"integration":[45],"characteristics":[50],"Crank-Nicolson":[53],"update":[54],"scheme.":[55],"scheme":[58,75],"validated":[60],"with":[61],"energy":[63],"conservation":[64],"shown":[66],"be":[68],"conservative.":[69],"then":[71],"leverage":[72],"numeric":[74],"examine":[77],"optimal":[79,88],"sensor":[80,89],"placement":[81,90],"problem.":[82],"formulate":[84],"solve":[86],"by":[92],"designing":[93],"\u201cC":[95],"matrix\u201d":[96],"such":[97],"that":[98],"mean":[100],"square":[101],"error":[102],"Kalman":[105],"filter":[106],"estimate":[108],"minimized.":[110]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
