{"id":"https://openalex.org/W2974691632","doi":"https://doi.org/10.1109/tnnls.2019.2901062","title":"A White-Box Equivalent Neural Network Circuit Model for SoC Estimation of Electrochemical Cells","display_name":"A White-Box Equivalent Neural Network Circuit Model for SoC Estimation of Electrochemical Cells","publication_year":2019,"publication_date":"2019-03-22","ids":{"openalex":"https://openalex.org/W2974691632","doi":"https://doi.org/10.1109/tnnls.2019.2901062","mag":"2974691632","pmid":"https://pubmed.ncbi.nlm.nih.gov/30908246"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2019.2901062","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2019.2901062","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5025670996","display_name":"Massimiliano Luzi","orcid":"https://orcid.org/0000-0003-4853-3001"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Massimiliano Luzi","raw_affiliation_strings":["Department of Information Engineering, Electronics and Telecommunications, Polo per la Mobilit\u00e0 Sostenibile Laboratories, University of Rome &#x201C;La Sapienza,&#x201D;, Rome, Italy"],"raw_orcid":"https://orcid.org/0000-0003-4853-3001","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Electronics and Telecommunications, Polo per la Mobilit\u00e0 Sostenibile Laboratories, University of Rome &#x201C;La Sapienza,&#x201D;, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085653924","display_name":"Fabio Massimo Frattale Mascioli","orcid":"https://orcid.org/0000-0002-3748-5019"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Massimo Frattale Mascioli","raw_affiliation_strings":["Department of Information Engineering, Electronics and Telecommunications, Polo per la Mobilit\u00e0 Sostenibile Laboratories, University of Rome &#x201C;La Sapienza,&#x201D;, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Electronics and Telecommunications, Polo per la Mobilit\u00e0 Sostenibile Laboratories, University of Rome &#x201C;La Sapienza,&#x201D;, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088049122","display_name":"Maurizio Paschero","orcid":null},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maurizio Paschero","raw_affiliation_strings":["Department of Information Engineering, Electronics and Telecommunications, Polo per la Mobilit\u00e0 Sostenibile Laboratories, University of Rome &#x201C;La Sapienza,&#x201D;, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Electronics and Telecommunications, Polo per la Mobilit\u00e0 Sostenibile Laboratories, University of Rome &#x201C;La Sapienza,&#x201D;, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025282612","display_name":"Antonello Rizzi","orcid":null},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonello Rizzi","raw_affiliation_strings":["Department of Information Engineering, Electronics and Telecommunications, Polo per la Mobilit\u00e0 Sostenibile Laboratories, University of Rome &#x201C;La Sapienza,&#x201D;, Rome, Italy"],"raw_orcid":"https://orcid.org/0000-0001-8244-0015","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Electronics and Telecommunications, Polo per la Mobilit\u00e0 Sostenibile Laboratories, University of Rome &#x201C;La Sapienza,&#x201D;, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I861853513"],"apc_list":null,"apc_paid":null,"fwci":3.4488,"has_fulltext":false,"cited_by_count":52,"citation_normalized_percentile":{"value":0.93009098,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"31","issue":"2","first_page":"371","last_page":"382"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10223","display_name":"Microgrid Control and Optimization","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10223","display_name":"Microgrid Control and Optimization","score":0.9998999834060669,"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/T10663","display_name":"Advanced Battery Technologies Research","score":0.9998999834060669,"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/T11690","display_name":"Advanced battery technologies research","score":0.9969000220298767,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.6745343208312988},{"id":"https://openalex.org/keywords/equivalent-circuit","display_name":"Equivalent circuit","score":0.6282089352607727},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.625957190990448},{"id":"https://openalex.org/keywords/white-box","display_name":"White box","score":0.6044107675552368},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5786811709403992},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5532705187797546},{"id":"https://openalex.org/keywords/computational-model","display_name":"Computational model","score":0.45427852869033813},{"id":"https://openalex.org/keywords/system-identification","display_name":"System identification","score":0.44064509868621826},{"id":"https://openalex.org/keywords/black-box","display_name":"Black box","score":0.43622657656669617},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4336031675338745},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3368879556655884},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3312467038631439},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.30897951126098633},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.27821600437164307},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.27596205472946167},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2575228214263916},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23907721042633057},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.20154252648353577},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.11798542737960815},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09447607398033142}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6745343208312988},{"id":"https://openalex.org/C23572009","wikidata":"https://www.wikidata.org/wiki/Q964981","display_name":"Equivalent circuit","level":3,"score":0.6282089352607727},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.625957190990448},{"id":"https://openalex.org/C180932941","wikidata":"https://www.wikidata.org/wiki/Q997233","display_name":"White box","level":2,"score":0.6044107675552368},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5786811709403992},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5532705187797546},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.45427852869033813},{"id":"https://openalex.org/C119247159","wikidata":"https://www.wikidata.org/wiki/Q1366192","display_name":"System identification","level":3,"score":0.44064509868621826},{"id":"https://openalex.org/C94966114","wikidata":"https://www.wikidata.org/wiki/Q29256","display_name":"Black box","level":2,"score":0.43622657656669617},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4336031675338745},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3368879556655884},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3312467038631439},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.30897951126098633},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.27821600437164307},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.27596205472946167},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2575228214263916},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23907721042633057},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.20154252648353577},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.11798542737960815},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09447607398033142},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tnnls.2019.2901062","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2019.2901062","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},{"id":"pmid:30908246","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30908246","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on neural networks and learning systems","raw_type":null},{"id":"pmh:oai:iris.uniroma1.it:11573/1277013","is_oa":false,"landing_page_url":"http://hdl.handle.net/11573/1277013","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"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":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8600000143051147,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1145556568","https://openalex.org/W1552505253","https://openalex.org/W1699391122","https://openalex.org/W1982149406","https://openalex.org/W2001263627","https://openalex.org/W2012337338","https://openalex.org/W2017838688","https://openalex.org/W2052709531","https://openalex.org/W2059636238","https://openalex.org/W2073470298","https://openalex.org/W2125544822","https://openalex.org/W2129746134","https://openalex.org/W2132930485","https://openalex.org/W2134288234","https://openalex.org/W2140123645","https://openalex.org/W2151997147","https://openalex.org/W2166618387","https://openalex.org/W2294892539","https://openalex.org/W2317814600","https://openalex.org/W2339091298","https://openalex.org/W2479780626","https://openalex.org/W2526831406","https://openalex.org/W2547076961","https://openalex.org/W2557454782","https://openalex.org/W2564125799","https://openalex.org/W2568644910","https://openalex.org/W2583569546","https://openalex.org/W2748038882","https://openalex.org/W2768737703","https://openalex.org/W2808282626","https://openalex.org/W2883289846","https://openalex.org/W2895993469","https://openalex.org/W2897558286"],"related_works":["https://openalex.org/W2047881532","https://openalex.org/W2727407240","https://openalex.org/W154189287","https://openalex.org/W1984273188","https://openalex.org/W3033197410","https://openalex.org/W2601181618","https://openalex.org/W1855700431","https://openalex.org/W3016331820","https://openalex.org/W2385964753","https://openalex.org/W2793832797"],"abstract_inverted_index":{"emissions":[0],"and":[1,88,140,159],"global":[2],"warming.":[3],"In":[4,18,94],"this":[5,34,59],"context,":[6],"an":[7],"effective":[8,46],"use":[9],"of":[10,22,39,68,102,134],"electrochemical":[11,40],"energy":[12],"storage":[13],"systems":[14],"(ESSs)":[15],"is":[16,42,56,173],"mandatory.":[17],"particular,":[19],"accurate":[20,37],"state":[21],"charge":[23],"(SoC)":[24],"estimations":[25],"are":[26],"helpful":[27,75],"for":[28,44],"improving":[29],"the":[30,66,78,99,149,169,180],"ESS":[31],"performances.":[32],"To":[33],"aim,":[35],"developing":[36],"models":[38],"cells":[41],"necessary":[43],"implementing":[45],"SoC":[47,137,181],"estimators.":[48],"Therefore,":[49],"a":[50,69,83,89,103,122,156,160,185],"novel":[51],"neural":[52,71,124,162],"network":[53,163],"modeling":[54,171],"technique":[55,172],"proposed":[57,150,170],"in":[58,65,132,179],"paper.":[60],"The":[61,126,165],"main":[62],"contribution":[63],"consists":[64],"development":[67],"white-box":[70,104,157],"design":[72],"that":[73,168],"provides":[74],"insights":[76],"into":[77],"cell":[79],"physics,":[80],"together":[81],"with":[82,112,121,155,184],"powerful":[84],"nonlinear":[85],"approximation":[86],"capability,":[87],"flexible":[90],"system":[91,100],"identification":[92],"procedure.":[93],"order":[95],"to":[96,175],"do":[97],"that,":[98],"equations":[101],"equivalent":[105],"circuit":[106,119],"model":[107,127,135,151],"(ECM)":[108],"have":[109,129],"been":[110,130,153],"combined":[111],"computational":[113,141,187],"intelligence":[114],"techniques":[115],"by":[116],"approximating":[117],"each":[118],"element":[120],"dedicated":[123],"network.":[125],"performances":[128],"analyzed":[131],"terms":[133],"accuracy,":[136],"estimation":[138,182],"effectiveness,":[139],"cost":[142],"over":[143],"two":[144],"realistic":[145],"data":[146],"sets.":[147],"Moreover,":[148],"has":[152],"compared":[154],"ECM":[158],"gray-box":[161],"model.":[164],"results":[166],"prove":[167],"able":[174],"provide":[176],"useful":[177],"improvements":[178],"task":[183],"competing":[186],"cost.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
