{"id":"https://openalex.org/W3135194742","doi":"https://doi.org/10.1109/iceic51217.2021.9369782","title":"State of Charge Estimation and State of Health Diagnostic Method Using Multilayer Neural Networks","display_name":"State of Charge Estimation and State of Health Diagnostic Method Using Multilayer Neural Networks","publication_year":2021,"publication_date":"2021-01-31","ids":{"openalex":"https://openalex.org/W3135194742","doi":"https://doi.org/10.1109/iceic51217.2021.9369782","mag":"3135194742"},"language":"en","primary_location":{"id":"doi:10.1109/iceic51217.2021.9369782","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceic51217.2021.9369782","pdf_url":null,"source":{"id":"https://openalex.org/S4306498844","display_name":"2021 International Conference on Electronics, Information, and Communication (ICEIC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Electronics, Information, and Communication (ICEIC)","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/A5100739612","display_name":"Jong-Hyun Lee","orcid":"https://orcid.org/0000-0002-9943-4698"},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Jong-Hyun Lee","raw_affiliation_strings":["School of Electronic and Electrical Engineering, Kyungpook National University, Korea"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Electrical Engineering, Kyungpook National University, Korea","institution_ids":["https://openalex.org/I31419693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103001030","display_name":"Hyun\u2010Sil Kim","orcid":"https://orcid.org/0000-0003-2640-425X"},"institutions":[{"id":"https://openalex.org/I2801036362","display_name":"Agency for Defense Development","ror":"https://ror.org/05fhe0r85","country_code":"KR","type":"government","lineage":["https://openalex.org/I1327899338","https://openalex.org/I1344042128","https://openalex.org/I2801036362","https://openalex.org/I2801339556"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyun-Sil Kim","raw_affiliation_strings":["Naval Combat Systems PMO Agency For Defence Development, Korea"],"affiliations":[{"raw_affiliation_string":"Naval Combat Systems PMO Agency For Defence Development, Korea","institution_ids":["https://openalex.org/I2801036362"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069325751","display_name":"In-Soo Lee","orcid":"https://orcid.org/0000-0001-9773-4710"},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"In-Soo Lee","raw_affiliation_strings":["School of Electronic and Electrical Engineering, Kyungpook National University, Korea"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Electrical Engineering, Kyungpook National University, Korea","institution_ids":["https://openalex.org/I31419693"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100739612"],"corresponding_institution_ids":["https://openalex.org/I31419693"],"apc_list":null,"apc_paid":null,"fwci":1.9713,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.90188877,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"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":0.9708999991416931,"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9677000045776367,"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/state-of-health","display_name":"State of health","score":0.7867913246154785},{"id":"https://openalex.org/keywords/state-of-charge","display_name":"State of charge","score":0.6924965977668762},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.6438363790512085},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5831405520439148},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.5682335495948792},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5508605241775513},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4601403474807739},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.4599650502204895},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4514356255531311},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.4358018636703491},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.34095072746276855},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2534399926662445},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1842668652534485},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.12073937058448792}],"concepts":[{"id":"https://openalex.org/C2777294910","wikidata":"https://www.wikidata.org/wiki/Q4050070","display_name":"State of health","level":4,"score":0.7867913246154785},{"id":"https://openalex.org/C2776582896","wikidata":"https://www.wikidata.org/wiki/Q5368536","display_name":"State of charge","level":4,"score":0.6924965977668762},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.6438363790512085},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5831405520439148},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.5682335495948792},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5508605241775513},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4601403474807739},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4599650502204895},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4514356255531311},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4358018636703491},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.34095072746276855},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2534399926662445},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1842668652534485},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.12073937058448792},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","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/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iceic51217.2021.9369782","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceic51217.2021.9369782","pdf_url":null,"source":{"id":"https://openalex.org/S4306498844","display_name":"2021 International Conference on Electronics, Information, and Communication (ICEIC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Electronics, Information, and Communication (ICEIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8199999928474426,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G1202389035","display_name":null,"funder_award_id":"2020R1I1A3A04036615","funder_id":"https://openalex.org/F4320311039","funder_display_name":"Ministry of Higher Education and Scientific Research"}],"funders":[{"id":"https://openalex.org/F4320311039","display_name":"Ministry of Higher Education and Scientific Research","ror":"https://ror.org/00kab6t91"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1981832506","https://openalex.org/W2095027161","https://openalex.org/W2102477545","https://openalex.org/W2476207816","https://openalex.org/W2605454498","https://openalex.org/W2624661965","https://openalex.org/W2752686884","https://openalex.org/W2759688895","https://openalex.org/W2804457427","https://openalex.org/W2895347600"],"related_works":["https://openalex.org/W1562159987","https://openalex.org/W2004734718","https://openalex.org/W2991588090","https://openalex.org/W3190332208","https://openalex.org/W3213052590","https://openalex.org/W4388623464","https://openalex.org/W3126531014","https://openalex.org/W2995074223","https://openalex.org/W2519883542","https://openalex.org/W2098124661"],"abstract_inverted_index":{"Lithium":[0],"batteries":[1],"are":[2],"the":[3,23,48,111,116,120,125,127],"most":[4],"common":[5],"energy":[6,18],"storage":[7,19],"devices":[8],"in":[9,25],"fields":[10],"such":[11,37],"as":[12,85],"electric":[13],"vehicles,":[14],"portable":[15],"devices,":[16],"and":[17,72,89,105,131,134],"systems.":[20],"Continuously":[21],"using":[22],"battery":[24,42,52],"a":[26,30,41,51,58,99,102,106],"degradation":[27],"state":[28,49,67,73],"creates":[29],"fire":[31],"or":[32],"explosion":[33],"risk.":[34],"To":[35],"prevent":[36],"accidents,":[38],"research":[39],"on":[40,115],"management":[43],"system":[44],"(BMS)":[45],"that":[46,60],"diagnoses":[47,132],"of":[50,68,74,119],"was":[53],"conducted.":[54],"This":[55],"study":[56],"proposes":[57],"method":[59,80,129],"uses":[61,81],"multilayer":[62],"neural":[63],"networks":[64],"(MNN)":[65],"for":[66],"charge":[69],"(SOC)":[70],"estimation":[71,92,96],"health":[75],"(SOH)":[76],"diagnosis.":[77],"The":[78],"proposed":[79,128],"four":[82],"MNN":[83],"models":[84,88],"SOH":[86,121,135],"diagnostic":[87,122],"three":[90],"SOC":[91,95,133],"models.":[93],"Each":[94],"model":[97,108],"comprises":[98],"normal":[100],"model,":[101,104],"caution":[103],"fault":[107],"according":[109],"to":[110],"learned":[112],"data":[113],"based":[114],"output":[117],"result":[118],"model.":[123],"From":[124],"experiments,":[126],"estimates":[130],"well.":[136]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
