{"id":"https://openalex.org/W7208712960","doi":"https://doi.org/10.1016/j.est.2026.124345","title":"ARMAX-based capacity fade estimation for lithium-ion cells across state-of-charge and temperature variations","display_name":"ARMAX-based capacity fade estimation for lithium-ion cells across state-of-charge and temperature variations","publication_year":2026,"publication_date":"2026-09-04","ids":{"openalex":"https://openalex.org/W7208712960","doi":"https://doi.org/10.1016/j.est.2026.124345"},"language":"en","primary_location":{"id":"doi:10.1016/j.est.2026.124345","doi":"https://doi.org/10.1016/j.est.2026.124345","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.est.2026.124345","pdf_url":"https://www.sciencedirect.com/science/article/pii/S2352152X26040090/pdf","source":{"id":"https://openalex.org/S2764865925","display_name":"Journal of Energy Storage","issn_l":"2352-152X","issn":["2352-152X","2352-1538"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-2","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Energy Storage","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.sciencedirect.com/science/article/pii/S2352152X26040090/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028912288","display_name":"Gianluca Brando","orcid":"https://orcid.org/0000-0001-8290-4393","observed_orcids":["https://orcid.org/0000-0001-8290-4393"]},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gianluca Brando","raw_affiliation_strings":["Department of Electrical Engineering and Information Technology, University of Naples Federico II, Via Claudio 21, Naples, 80125, Italy"],"raw_orcid":"https://orcid.org/0000-0001-8290-4393","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Information Technology, University of Naples Federico II, Via Claudio 21, Naples, 80125, Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034096980","display_name":"Pasquale Franzese","orcid":"https://orcid.org/0000-0002-2667-0307","observed_orcids":["https://orcid.org/0000-0002-2667-0307"]},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pasquale Franzese","raw_affiliation_strings":["Department of Electrical Engineering and Information Technology, University of Naples Federico II, Via Claudio 21, Naples, 80125, Italy"],"raw_orcid":"https://orcid.org/0000-0002-2667-0307","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Information Technology, University of Naples Federico II, Via Claudio 21, Naples, 80125, Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028769125","display_name":"Diego Iannuzzi","orcid":"https://orcid.org/0000-0002-9351-6086","observed_orcids":["https://orcid.org/0000-0002-9351-6086"]},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Diego Iannuzzi","raw_affiliation_strings":["Department of Electrical Engineering and Information Technology, University of Naples Federico II, Via Claudio 21, Naples, 80125, Italy"],"raw_orcid":"https://orcid.org/0000-0002-9351-6086","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Information Technology, University of Naples Federico II, Via Claudio 21, Naples, 80125, Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052684095","display_name":"Mattia Ribera","orcid":"https://orcid.org/0009-0001-2010-1138","observed_orcids":["https://orcid.org/0009-0001-2010-1138"]},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mattia Ribera","raw_affiliation_strings":["Department of Electrical Engineering and Information Technology, University of Naples Federico II, Via Claudio 21, Naples, 80125, Italy"],"raw_orcid":"https://orcid.org/0009-0001-2010-1138","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Information Technology, University of Naples Federico II, Via Claudio 21, Naples, 80125, Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089318617","display_name":"Anna G. Stefanopoulou","orcid":"https://orcid.org/0000-0003-1695-9657","observed_orcids":["https://orcid.org/0000-0003-1695-9657"]},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anna Stefanopoulou","raw_affiliation_strings":["Mechanical Engineering Department of University of Michigan, 1231 Beal, Ann Arbor, MI, 48109-2133, USA"],"raw_orcid":"https://orcid.org/0000-0003-1695-9657","affiliations":[{"raw_affiliation_string":"Mechanical Engineering Department of University of Michigan, 1231 Beal, Ann Arbor, MI, 48109-2133, USA","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5028769125"],"corresponding_institution_ids":["https://openalex.org/I71267560"],"apc_list":{"value":3560,"currency":"USD","value_usd":3560},"apc_paid":{"value":3560,"currency":"USD","value_usd":3560},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"181","issue":null,"first_page":"124345","last_page":"124345"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Battery Modeling and Management","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":"Battery Modeling and Management","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/T10018","display_name":"Advancements in Battery Materials","score":0.0,"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/T11236","display_name":"Control Systems and Identification","score":0.0,"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/lithium-ion-batteries","display_name":"lithium-ion batteries","score":0.902999997138977},{"id":"https://openalex.org/keywords/state-of-health-estimation","display_name":"state of health estimation","score":0.9160000085830688},{"id":"https://openalex.org/keywords/capacity-fade","display_name":"capacity fade","score":0.8360000252723694},{"id":"https://openalex.org/keywords/armax-model","display_name":"ARMAX model","score":0.7459999918937683},{"id":"https://openalex.org/keywords/equivalent-circuit-model","display_name":"equivalent circuit model","score":0.7480000257492065},{"id":"https://openalex.org/keywords/parameter-estimation","display_name":"parameter estimation","score":0.7590000033378601},{"id":"https://openalex.org/keywords/lookup-tables","display_name":"look-up table","score":0.7049999833106995},{"id":"https://openalex.org/keywords/polynomial-interpolation","display_name":"polynomial interpolation","score":0.9340000152587891},{"id":"https://openalex.org/keywords/temperature-effects","display_name":"temperature effects","score":0.5559999942779541},{"id":"https://openalex.org/keywords/state-of-charge","display_name":"state of charge","score":0.7940000295639038},{"id":"https://openalex.org/keywords/depth-of-discharge","display_name":"depth of discharge","score":0.9829999804496765},{"id":"https://openalex.org/keywords/battery-degradation","display_name":"battery degradation","score":0.8500000238418579},{"id":"https://openalex.org/keywords/battery-management-systems","display_name":"battery management systems","score":0.8389999866485596},{"id":"https://openalex.org/keywords/embedded-implementation","display_name":"embedded implementation","score":0.6949999928474426},{"id":"https://openalex.org/keywords/nmc-cells","display_name":"NMC cells","score":0.6240000128746033}],"concepts":[{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.670799970626831},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5842999815940857},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.573199987411499},{"id":"https://openalex.org/C167928553","wikidata":"https://www.wikidata.org/wiki/Q1376021","display_name":"Estimation theory","level":2,"score":0.5422000288963318},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5364999771118164},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5351999998092651},{"id":"https://openalex.org/C134835016","wikidata":"https://www.wikidata.org/wiki/Q690265","display_name":"Lookup table","level":2,"score":0.5115000009536743},{"id":"https://openalex.org/C45235069","wikidata":"https://www.wikidata.org/wiki/Q278425","display_name":"Table (database)","level":2,"score":0.48019999265670776},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.47040000557899475},{"id":"https://openalex.org/C2778518048","wikidata":"https://www.wikidata.org/wiki/Q848346","display_name":"Fade","level":2,"score":0.446399986743927},{"id":"https://openalex.org/C90119067","wikidata":"https://www.wikidata.org/wiki/Q43260","display_name":"Polynomial","level":2,"score":0.3991999924182892},{"id":"https://openalex.org/C23572009","wikidata":"https://www.wikidata.org/wiki/Q964981","display_name":"Equivalent circuit","level":3,"score":0.37040001153945923},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.35190001130104065},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33550000190734863},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.33180001378059387},{"id":"https://openalex.org/C138029060","wikidata":"https://www.wikidata.org/wiki/Q7226633","display_name":"Polynomial and rational function modeling","level":3,"score":0.31029999256134033},{"id":"https://openalex.org/C2989104859","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery capacity","level":4,"score":0.3073999881744385},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2671000063419342},{"id":"https://openalex.org/C86426650","wikidata":"https://www.wikidata.org/wiki/Q7452504","display_name":"Sequential estimation","level":2,"score":0.25360000133514404}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.est.2026.124345","doi":"https://doi.org/10.1016/j.est.2026.124345","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.est.2026.124345","pdf_url":"https://www.sciencedirect.com/science/article/pii/S2352152X26040090/pdf","source":{"id":"https://openalex.org/S2764865925","display_name":"Journal of Energy Storage","issn_l":"2352-152X","issn":["2352-152X","2352-1538"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-2","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Energy Storage","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.est.2026.124345","doi":"https://doi.org/10.1016/j.est.2026.124345","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.est.2026.124345","pdf_url":"https://www.sciencedirect.com/science/article/pii/S2352152X26040090/pdf","source":{"id":"https://openalex.org/S2764865925","display_name":"Journal of Energy Storage","issn_l":"2352-152X","issn":["2352-152X","2352-1538"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-2","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Energy Storage","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8485000133514404}],"study_designs":[],"awards":[{"id":"https://openalex.org/G5334832684","display_name":null,"funder_award_id":"101096787","funder_id":"https://openalex.org/F4320334322","funder_display_name":"HORIZON EUROPE Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320334322","display_name":"HORIZON EUROPE Framework Programme","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7208712960.pdf","grobid_xml":"https://content.openalex.org/works/W7208712960.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W2060335493","https://openalex.org/W2089340434","https://openalex.org/W2091433416","https://openalex.org/W2108084892","https://openalex.org/W2133457703","https://openalex.org/W2139095005","https://openalex.org/W2432109808","https://openalex.org/W2588881132","https://openalex.org/W2768205366","https://openalex.org/W2769175174","https://openalex.org/W2801836732","https://openalex.org/W2902107055","https://openalex.org/W2910719185","https://openalex.org/W2923630316","https://openalex.org/W2963671320","https://openalex.org/W2966564869","https://openalex.org/W3001479960","https://openalex.org/W3012222963","https://openalex.org/W3028416073","https://openalex.org/W3094098122","https://openalex.org/W3196164982","https://openalex.org/W3196731055","https://openalex.org/W3201822678","https://openalex.org/W4308874941","https://openalex.org/W4392612909","https://openalex.org/W4399122650","https://openalex.org/W4404528752","https://openalex.org/W4405741018","https://openalex.org/W4408894517","https://openalex.org/W4412163152","https://openalex.org/W4413073470","https://openalex.org/W7168373079"],"related_works":["https://openalex.org/W4406138183","https://openalex.org/W4401329778","https://openalex.org/W7124146857","https://openalex.org/W7160693281","https://openalex.org/W4408826851","https://openalex.org/W7116791745","https://openalex.org/W4223901999","https://openalex.org/W4402349561","https://openalex.org/W7131646140","https://openalex.org/W4415399569"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"an":[3,74,168],"ARMAX-based":[4],"framework":[5,166],"for":[6,134,185],"State-of-Health":[7],"(SoH)":[8],"estimation":[9,145,172],"of":[10,39],"lithium-ion":[11],"batteries":[12],"using":[13,95],"short-duration":[14],"impulse-response":[15],"characterization.":[16],"Battery":[17,136],"dynamics":[18],"are":[19,29,45,72],"identified":[20,43],"through":[21,56],"a":[22,48,79,123,182],"third-order":[23],"equivalent":[24],"circuit":[25],"model":[26],"whose":[27],"parameters":[28,44],"estimated":[30],"under":[31],"different":[32,102],"SoC,":[33],"SoH,":[34],"temperature,":[35],"C-rate,":[36],"and":[37,53,63,78,98,110,120,176],"Depth":[38],"Discharge":[40],"conditions.":[41],"The":[42,89,164],"organized":[46],"into":[47],"multidimensional":[49],"look-up":[50],"table":[51],"(LUT)":[52],"subsequently":[54],"interpolated":[55,86],"polynomial":[57],"hypersurfaces,":[58],"enabling":[59],"continuous":[60],"parameter":[61,87],"representation":[62],"optimization-based":[64],"estimation.":[65],"Two":[66],"Status":[67],"Estimation":[68],"Process":[69],"(SEP)":[70],"strategies":[71],"investigated:":[73],"exhaustive":[75],"LUT-based":[76],"search":[77],"Goodness-of-Fit":[80],"(GoF)-based":[81],"local":[82],"optimization":[83],"over":[84,150],"the":[85,116,151],"space.":[88],"proposed":[90,165],"methodology":[91],"is":[92,118],"experimentally":[93],"validated":[94],"independent":[96],"NMC":[97],"LFP":[99],"datasets,":[100],"including":[101],"aging":[103],"trajectories,":[104],"low-temperature":[105],"conditions,":[106],"high":[107],"C-rate":[108],"operation,":[109],"representative":[111],"driving-cycle":[112],"current":[113],"profiles.":[114],"Furthermore,":[115],"algorithm":[117],"implemented":[119],"benchmarked":[121],"on":[122],"Texas":[124],"Instruments":[125],"F28379D":[126],"embedded":[127,177],"platform":[128],"to":[129],"assess":[130],"its":[131],"computational":[132,174],"requirements":[133],"real-time":[135],"Management":[137],"System":[138],"(BMS)":[139],"applications.":[140],"Experimental":[141],"results":[142],"show":[143],"SoH":[144],"errors":[146],"generally":[147],"below":[148],"5%":[149],"considered":[152],"operating":[153],"range":[154],"while":[155],"requiring":[156],"significantly":[157],"less":[158],"training":[159],"data":[160],"than":[161],"data-driven":[162],"approaches.":[163],"provides":[167],"effective":[169],"trade-off":[170],"between":[171],"accuracy,":[173],"complexity,":[175],"implementation":[178],"suitability,":[179],"making":[180],"it":[181],"promising":[183],"solution":[184],"practical":[186],"battery":[187],"health":[188],"monitoring.":[189]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-09-05T00:00:00"}
