{"id":"https://openalex.org/W4414118017","doi":"https://doi.org/10.1109/ccta53793.2025.11151345","title":"Optimal Design of Experiment for Electrochemical Parameter Identification of Li-Ion Battery via Deep Reinforcement Learning","display_name":"Optimal Design of Experiment for Electrochemical Parameter Identification of Li-Ion Battery via Deep Reinforcement Learning","publication_year":2025,"publication_date":"2025-08-25","ids":{"openalex":"https://openalex.org/W4414118017","doi":"https://doi.org/10.1109/ccta53793.2025.11151345"},"language":"en","primary_location":{"id":"doi:10.1109/ccta53793.2025.11151345","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccta53793.2025.11151345","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Conference on Control Technology and Applications (CCTA)","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/A5071842614","display_name":"Mehmet Fatih Ozkan","orcid":"https://orcid.org/0000-0002-6506-553X"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mehmet Fatih Ozkan","raw_affiliation_strings":["The Ohio State University,Center for Automotive Research,Department of Mechanical and Aerospace Engineering,Columbus,OH,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Ohio State University,Center for Automotive Research,Department of Mechanical and Aerospace Engineering,Columbus,OH,USA","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083838421","display_name":"Samuel Filgueira da Silva","orcid":"https://orcid.org/0000-0001-7768-0161"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samuel Filgueira Da Silva","raw_affiliation_strings":["The Ohio State University,Center for Automotive Research,Department of Mechanical and Aerospace Engineering,Columbus,OH,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Ohio State University,Center for Automotive Research,Department of Mechanical and Aerospace Engineering,Columbus,OH,USA","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056201336","display_name":"Faissal El Idrissi","orcid":null},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Faissal El Idrissi","raw_affiliation_strings":["The Ohio State University,Center for Automotive Research,Department of Mechanical and Aerospace Engineering,Columbus,OH,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Ohio State University,Center for Automotive Research,Department of Mechanical and Aerospace Engineering,Columbus,OH,USA","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088100597","display_name":"Prashanth Ramesh","orcid":"https://orcid.org/0000-0001-7701-9453"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prashanth Ramesh","raw_affiliation_strings":["The Ohio State University,Center for Automotive Research,Department of Mechanical and Aerospace Engineering,Columbus,OH,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Ohio State University,Center for Automotive Research,Department of Mechanical and Aerospace Engineering,Columbus,OH,USA","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075875954","display_name":"Marcello Canova","orcid":"https://orcid.org/0000-0003-1846-8894"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marcello Canova","raw_affiliation_strings":["The Ohio State University,Center for Automotive Research,Department of Mechanical and Aerospace Engineering,Columbus,OH,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Ohio State University,Center for Automotive Research,Department of Mechanical and Aerospace Engineering,Columbus,OH,USA","institution_ids":["https://openalex.org/I52357470"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5071842614"],"corresponding_institution_ids":["https://openalex.org/I52357470"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24735514,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"83","last_page":"88"},"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9929999709129333,"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/T11236","display_name":"Control Systems and Identification","score":0.960099995136261,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.63919997215271},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.5881999731063843},{"id":"https://openalex.org/keywords/optimal-design","display_name":"Optimal design","score":0.5741000175476074},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5705000162124634},{"id":"https://openalex.org/keywords/optimal-control","display_name":"Optimal control","score":0.5536999702453613},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.5523999929428101},{"id":"https://openalex.org/keywords/fisher-information","display_name":"Fisher information","score":0.5489000082015991},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.49639999866485596},{"id":"https://openalex.org/keywords/estimation-theory","display_name":"Estimation theory","score":0.49549999833106995}],"concepts":[{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.63919997215271},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6046000123023987},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.5881999731063843},{"id":"https://openalex.org/C186394612","wikidata":"https://www.wikidata.org/wiki/Q7098942","display_name":"Optimal design","level":2,"score":0.5741000175476074},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5705000162124634},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.5536999702453613},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.5523999929428101},{"id":"https://openalex.org/C29406490","wikidata":"https://www.wikidata.org/wiki/Q1420659","display_name":"Fisher information","level":2,"score":0.5489000082015991},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.49639999866485596},{"id":"https://openalex.org/C167928553","wikidata":"https://www.wikidata.org/wiki/Q1376021","display_name":"Estimation theory","level":2,"score":0.49549999833106995},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.492000013589859},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.46239998936653137},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.37130001187324524},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.36399999260902405},{"id":"https://openalex.org/C119247159","wikidata":"https://www.wikidata.org/wiki/Q1366192","display_name":"System identification","level":3,"score":0.33709999918937683},{"id":"https://openalex.org/C34559072","wikidata":"https://www.wikidata.org/wiki/Q2334061","display_name":"Design of experiments","level":2,"score":0.3312999904155731},{"id":"https://openalex.org/C2984755018","wikidata":"https://www.wikidata.org/wiki/Q17118374","display_name":"Nonlinear model","level":3,"score":0.32179999351501465},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3021000027656555},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.2992999851703644},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.2913999855518341},{"id":"https://openalex.org/C115527620","wikidata":"https://www.wikidata.org/wiki/Q769909","display_name":"Nonlinear programming","level":3,"score":0.2881999909877777},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.2851000130176544},{"id":"https://openalex.org/C115680565","wikidata":"https://www.wikidata.org/wiki/Q5977448","display_name":"Gradient method","level":2,"score":0.27410000562667847},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.26350000500679016},{"id":"https://openalex.org/C3020402766","wikidata":"https://www.wikidata.org/wiki/Q104376712","display_name":"Prior information","level":2,"score":0.2623000144958496},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26170000433921814},{"id":"https://openalex.org/C80478641","wikidata":"https://www.wikidata.org/wiki/Q195771","display_name":"Sequential analysis","level":2,"score":0.25839999318122864},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.2572000026702881},{"id":"https://openalex.org/C2983447341","wikidata":"https://www.wikidata.org/wiki/Q1413083","display_name":"Model parameter","level":2,"score":0.2554999887943268},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2522999942302704}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccta53793.2025.11151345","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccta53793.2025.11151345","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Conference on Control Technology and Applications (CCTA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1966795716","https://openalex.org/W2079640253","https://openalex.org/W2799306742","https://openalex.org/W2942615573","https://openalex.org/W3023537476","https://openalex.org/W3046104719","https://openalex.org/W3151935278","https://openalex.org/W3153736655","https://openalex.org/W3162513999","https://openalex.org/W4206276094","https://openalex.org/W4213201159","https://openalex.org/W4220698670","https://openalex.org/W4293211425","https://openalex.org/W4313563211","https://openalex.org/W4321021010","https://openalex.org/W4367727829","https://openalex.org/W4382936307","https://openalex.org/W4406765091"],"related_works":["https://openalex.org/W4310083477","https://openalex.org/W2328553770","https://openalex.org/W2920061524","https://openalex.org/W1977959518","https://openalex.org/W2038908348","https://openalex.org/W2107890255","https://openalex.org/W2106552856","https://openalex.org/W2145821588","https://openalex.org/W2086122291","https://openalex.org/W1987513656"],"abstract_inverted_index":{"Accurate":[0],"parameter":[1,117],"estimation":[2,118],"in":[3,109,137],"electrochemical":[4,41,77],"battery":[5],"models":[6],"is":[7,85],"essential":[8],"for":[9],"monitoring":[10],"and":[11,95,115,125,140],"assessing":[12],"the":[13,55,70,73,101,122,130],"performance":[14,80],"of":[15,43,72,81],"lithium-ion":[16],"batteries":[17],"(LiBs).":[18],"This":[19],"paper":[20],"presents":[21],"a":[22,88,134],"novel":[23],"approach":[24,84,132],"that":[25,100],"combines":[26],"deep":[27,58],"reinforcement":[28],"learning":[29],"(DRL)":[30],"with":[31],"an":[32],"optimal":[33],"experimental":[34,138],"design":[35,124],"(OED)":[36],"framework":[37],"to":[38,64,76,121],"identify":[39],"key":[40],"parameters":[42],"<tex":[44],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[45],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$\\mathbf{L":[46],"i":[47],"B}$</tex>":[48],"cell":[49],"models.":[50],"The":[51,79],"proposed":[52],"method":[53,94,103],"utilizes":[54],"twin":[56],"delayed":[57],"deterministic":[59],"policy":[60],"gradient":[61],"(TD3)":[62],"algorithm":[63],"optimize":[65],"input":[66],"excitation,":[67],"thereby":[68],"increasing":[69],"sensitivity":[71],"system's":[74],"response":[75],"parameters.":[78],"this":[82],"DRL-based":[83,102],"evaluated":[86],"against":[87],"nonlinear":[89],"model":[90],"predictive":[91],"control":[92],"(NMPC)":[93],"conventional":[96,126],"tests.":[97],"Results":[98],"indicate":[99],"provides":[104],"superior":[105],"information":[106,112],"content,":[107],"reflected":[108],"higher":[110],"Fisher":[111],"(FI)":[113],"values":[114],"lower":[116],"errors":[119],"compared":[120],"NMPC":[123],"test":[127],"practices.":[128],"Additionally,":[129],"DRL":[131],"offers":[133],"substantial":[135],"reduction":[136],"time":[139],"computational":[141],"resources.":[142]},"counts_by_year":[],"updated_date":"2026-05-01T08:36:08.643496","created_date":"2025-10-10T00:00:00"}