{"id":"https://openalex.org/W4409427722","doi":"https://doi.org/10.1109/infoteh64129.2025.10959249","title":"Comparison of Neural Network and System Identification approaches for battery modeling and State of Charge estimation","display_name":"Comparison of Neural Network and System Identification approaches for battery modeling and State of Charge estimation","publication_year":2025,"publication_date":"2025-03-19","ids":{"openalex":"https://openalex.org/W4409427722","doi":"https://doi.org/10.1109/infoteh64129.2025.10959249"},"language":"en","primary_location":{"id":"doi:10.1109/infoteh64129.2025.10959249","doi":"https://doi.org/10.1109/infoteh64129.2025.10959249","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infoteh64129.2025.10959249","pdf_url":null,"source":{"id":"https://openalex.org/S7407086076","display_name":"International Symposium INFOTEH-JAHORINA (INFOTEH)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 24th International Symposium INFOTEH-JAHORINA (INFOTEH)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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/A5117141153","display_name":"Neboj\u0161a Koledin","orcid":"https://orcid.org/0009-0008-1724-1923","observed_orcids":["https://orcid.org/0009-0008-1724-1923"]},"institutions":[{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Neboj\u0161a Koledin","raw_affiliation_strings":["Università Degli Studi di Messina,Dipartimento di Ingegneria,Messina,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Università Degli Studi di Messina,Dipartimento di Ingegneria,Messina,Italy","institution_ids":["https://openalex.org/I112862951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047071086","display_name":"Stevan M. Cveti\u0107anin","orcid":"https://orcid.org/0000-0002-5789-3984","observed_orcids":["https://orcid.org/0000-0002-5789-3984"]},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Stevan Cveti\u0107anin","raw_affiliation_strings":["Faculty of Technical Sciences,Electronic and Telecommunication Engineering,Department of Power,Novi Sad,Republic of Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Technical Sciences,Electronic and Telecommunication Engineering,Department of Power,Novi Sad,Republic of Serbia","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006434841","display_name":"Riccardo Caponetto","orcid":"https://orcid.org/0000-0002-9574-7187","observed_orcids":["https://orcid.org/0000-0002-9574-7187"]},"institutions":[{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Riccardo Caponetto","raw_affiliation_strings":["Università Degli Studi di Messina,Dipartimento di Ingegneria,Messina,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Università Degli Studi di Messina,Dipartimento di Ingegneria,Messina,Italy","institution_ids":["https://openalex.org/I112862951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046287854","display_name":"Nikola Vukajlovi\u0107","orcid":"https://orcid.org/0000-0003-3912-9277","observed_orcids":["https://orcid.org/0000-0003-3912-9277"]},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Nikola Vukajlovi\u0107","raw_affiliation_strings":["University of Novi Sad,Electronic and Telecommunication Engineering, Faculty of Technical Sciences,Department of Power,Novi Sad,Republic of Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Novi Sad,Electronic and Telecommunication Engineering, Faculty of Technical Sciences,Department of Power,Novi Sad,Republic of Serbia","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Nikola Petrovi\u0107","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Nikola Petrovi\u0107","raw_affiliation_strings":["University of Novi Sad,Electronic and Telecommunication Engineering, Faculty of Technical Sciences,Department of Power,Novi Sad,Republic of Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Novi Sad,Electronic and Telecommunication Engineering, Faculty of Technical Sciences,Department of Power,Novi Sad,Republic of Serbia","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070932451","display_name":"Francesca Sapuppo","orcid":"https://orcid.org/0000-0001-8772-2759","observed_orcids":["https://orcid.org/0000-0001-8772-2759"]},"institutions":[{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesca Sapuppo","raw_affiliation_strings":["Università Degli Studi di Messina,Dipartimento di Ingegneria,Messina,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Università Degli Studi di Messina,Dipartimento di Ingegneria,Messina,Italy","institution_ids":["https://openalex.org/I112862951"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6489,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.77973214,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.9955999851226807,"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":0.9955999851226807,"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/T11236","display_name":"Control Systems and Identification","score":0.004100000020116568,"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/T10018","display_name":"Advancements in Battery Materials","score":9.999999747378752e-05,"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-modeling","display_name":"battery modeling","score":0.9900000095367432},{"id":"https://openalex.org/keywords/state-of-charge-estimation","display_name":"state of charge estimation","score":0.9940000176429749},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.9959999918937683},{"id":"https://openalex.org/keywords/system-identification","display_name":"system identification","score":1.0},{"id":"https://openalex.org/keywords/black-box-modeling","display_name":"black-box models","score":0.9620000123977661},{"id":"https://openalex.org/keywords/linear-regression","display_name":"linear regression","score":0.8799999952316284},{"id":"https://openalex.org/keywords/lithium-ion-batteries","display_name":"lithium-ion batteries","score":0.7239999771118164},{"id":"https://openalex.org/keywords/model-comparison","display_name":"model comparison","score":0.5699999928474426}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6798399686813354},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6661269664764404},{"id":"https://openalex.org/C2776582896","wikidata":"https://www.wikidata.org/wiki/Q5368536","display_name":"State of charge","level":4,"score":0.6510323286056519},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6424950957298279},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.5623905658721924},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.5253702402114868},{"id":"https://openalex.org/C119247159","wikidata":"https://www.wikidata.org/wiki/Q1366192","display_name":"System identification","level":3,"score":0.5246332287788391},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4950365126132965},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.3666747808456421},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32433760166168213},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21668770909309387},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1336551010608673},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.09130221605300903},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","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},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/infoteh64129.2025.10959249","doi":"https://doi.org/10.1109/infoteh64129.2025.10959249","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infoteh64129.2025.10959249","pdf_url":null,"source":{"id":"https://openalex.org/S7407086076","display_name":"International Symposium INFOTEH-JAHORINA (INFOTEH)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 24th International Symposium INFOTEH-JAHORINA (INFOTEH)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8485000133514404}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2028501442","https://openalex.org/W2186128498","https://openalex.org/W2622670311","https://openalex.org/W2900354724","https://openalex.org/W3012166292","https://openalex.org/W3015083195","https://openalex.org/W3042713179","https://openalex.org/W3135460018","https://openalex.org/W3175500424","https://openalex.org/W3196898688","https://openalex.org/W4200107191","https://openalex.org/W4200520486","https://openalex.org/W4211101553","https://openalex.org/W4248510537","https://openalex.org/W4387643752","https://openalex.org/W4405209530","https://openalex.org/W4405861141","https://openalex.org/W4406014570","https://openalex.org/W4406264945"],"related_works":["https://openalex.org/W1562159987","https://openalex.org/W2004734718","https://openalex.org/W3190332208","https://openalex.org/W4388623464","https://openalex.org/W3126531014","https://openalex.org/W2098124661","https://openalex.org/W2519883542","https://openalex.org/W3006423619","https://openalex.org/W3195056770","https://openalex.org/W4385625847"],"abstract_inverted_index":{"A":[0],"comparison":[1],"of":[2,38,51,68],"battery":[3,28,48],"modeling":[4],"results":[5,25],"and":[6,12,26,42,62],"state-of-charge":[7],"estimation":[8],"using":[9],"neural":[10,40],"networks":[11],"system":[13],"identification":[14],"approaches":[15],"was":[16,32,58],"conducted.":[17],"These":[18],"methods":[19],"were":[20],"applied":[21],"to":[22,34,60],"both":[23],"simulation":[24],"real":[27],"measurements.":[29],"Simulation":[30],"data":[31],"used":[33,59],"determine":[35],"the":[36,39,64],"structure":[37],"network":[41],"a":[43],"linear":[44],"regression":[45],"model.":[46],"Real":[47],"data,":[49],"consisting":[50],"two":[52,55,77],"sets":[53],"from":[54,75],"different":[56,78],"batteries,":[57],"train":[61],"validate":[63],"models.":[65],"The":[66],"outcome":[67],"this":[69],"study":[70],"is":[71],"black-box":[72],"models":[73],"derived":[74],"these":[76],"approaches.":[79]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2025-10-10T00:00:00"}