{"id":"https://openalex.org/W4383220206","doi":"https://doi.org/10.1109/access.2023.3292413","title":"Online Real-Time SOH Prediction and Anomaly Detection Under Dynamic Load Conditions and Nonstandard Practice","display_name":"Online Real-Time SOH Prediction and Anomaly Detection Under Dynamic Load Conditions and Nonstandard Practice","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4383220206","doi":"https://doi.org/10.1109/access.2023.3292413"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3292413","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3292413","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10173526.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10173526.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103020232","display_name":"Sukhan Lee","orcid":"https://orcid.org/0000-0002-1281-6889"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sukhan Lee","raw_affiliation_strings":["School of Artificial Intelligence, Sungkyunkwan University, Suwon, Republic of Korea","School of Artificial Intelligence, Sungkyunkwan University, Suwon, Gyeonggi-do, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-1281-6889","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Sungkyunkwan University, Suwon, Republic of Korea","institution_ids":["https://openalex.org/I848706"]},{"raw_affiliation_string":"School of Artificial Intelligence, Sungkyunkwan University, Suwon, Gyeonggi-do, Republic of Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005895266","display_name":"Areum Kim","orcid":"https://orcid.org/0000-0001-9259-0906"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Areum Kim","raw_affiliation_strings":["School of Artificial Intelligence, Sungkyunkwan University, Suwon, Republic of Korea","School of Artificial Intelligence, Sungkyunkwan University, Suwon, Gyeonggi-do, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Sungkyunkwan University, Suwon, Republic of Korea","institution_ids":["https://openalex.org/I848706"]},{"raw_affiliation_string":"School of Artificial Intelligence, Sungkyunkwan University, Suwon, Gyeonggi-do, Republic of Korea","institution_ids":["https://openalex.org/I848706"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I848706"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.8155,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.71134959,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"11","issue":null,"first_page":"75912","last_page":"75928"},"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/T10018","display_name":"Advancements in Battery Materials","score":0.9814000129699707,"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/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9725000262260437,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/computer-science","display_name":"Computer science","score":0.7270274758338928},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6669445037841797},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.5907137393951416},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.5402820110321045},{"id":"https://openalex.org/keywords/warning-system","display_name":"Warning system","score":0.4892713725566864},{"id":"https://openalex.org/keywords/tracing","display_name":"Tracing","score":0.4868242144584656},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45783308148384094},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.45692941546440125},{"id":"https://openalex.org/keywords/state-of-health","display_name":"State of health","score":0.4552246332168579},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.4298776090145111},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33486443758010864},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.176553875207901},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.12171640992164612}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7270274758338928},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6669445037841797},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.5907137393951416},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.5402820110321045},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.4892713725566864},{"id":"https://openalex.org/C138673069","wikidata":"https://www.wikidata.org/wiki/Q322229","display_name":"Tracing","level":2,"score":0.4868242144584656},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45783308148384094},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.45692941546440125},{"id":"https://openalex.org/C2777294910","wikidata":"https://www.wikidata.org/wiki/Q4050070","display_name":"State of health","level":4,"score":0.4552246332168579},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4298776090145111},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33486443758010864},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.176553875207901},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.12171640992164612},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3292413","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3292413","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10173526.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:66459a9ab000441682c779fa67384013","is_oa":true,"landing_page_url":"https://doaj.org/article/66459a9ab000441682c779fa67384013","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 75912-75928 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3292413","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3292413","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10173526.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Responsible consumption and production","score":0.5299999713897705,"id":"https://metadata.un.org/sdg/12"}],"awards":[{"id":"https://openalex.org/G2191473729","display_name":null,"funder_award_id":"2019-0-00421","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G3627284155","display_name":null,"funder_award_id":"KETEP 2017010000420","funder_id":"https://openalex.org/F4320321681","funder_display_name":"Ministry of Trade, Industry and Energy"},{"id":"https://openalex.org/G4074280394","display_name":null,"funder_award_id":"IITP-2020-0-01821","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G433951634","display_name":null,"funder_award_id":"IITP-2020-0-01821","funder_id":"https://openalex.org/F4320321681","funder_display_name":"Ministry of Trade, Industry and Energy"},{"id":"https://openalex.org/G5069857764","display_name":null,"funder_award_id":"KETEP 20172010000420","funder_id":"https://openalex.org/F4320335199","funder_display_name":"Korea Institute of Energy Technology Evaluation and Planning"},{"id":"https://openalex.org/G5217505250","display_name":null,"funder_award_id":"2020-0-01821","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G5708442277","display_name":null,"funder_award_id":"IITP-2020-0-01821","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G5824277937","display_name":null,"funder_award_id":"HW20C2077","funder_id":"https://openalex.org/F4320322034","funder_display_name":"Ministry of Health and Welfare"},{"id":"https://openalex.org/G8834933283","display_name":null,"funder_award_id":"20172010000420","funder_id":"https://openalex.org/F4320335199","funder_display_name":"Korea Institute of Energy Technology Evaluation and Planning"},{"id":"https://openalex.org/G8874964841","display_name":null,"funder_award_id":"2019-0-00421","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"}],"funders":[{"id":"https://openalex.org/F4320321681","display_name":"Ministry of Trade, Industry and Energy","ror":"https://ror.org/008nkqk13"},{"id":"https://openalex.org/F4320322034","display_name":"Ministry of Health and Welfare","ror":"https://ror.org/00vxgjw72"},{"id":"https://openalex.org/F4320322107","display_name":"Korea Health Industry Development Institute","ror":"https://ror.org/00fdzyk40"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335199","display_name":"Korea Institute of Energy Technology Evaluation and Planning","ror":"https://ror.org/02zq38y32"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4383220206.pdf","grobid_xml":"https://content.openalex.org/works/W4383220206.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1923273760","https://openalex.org/W1963821364","https://openalex.org/W1969603987","https://openalex.org/W2024898616","https://openalex.org/W2057708672","https://openalex.org/W2064675550","https://openalex.org/W2109025235","https://openalex.org/W2125884948","https://openalex.org/W2171548634","https://openalex.org/W2208937774","https://openalex.org/W2590366686","https://openalex.org/W2610582268","https://openalex.org/W2763448334","https://openalex.org/W2773107418","https://openalex.org/W2776074351","https://openalex.org/W2803889587","https://openalex.org/W2896915116","https://openalex.org/W2963516826","https://openalex.org/W2967442266","https://openalex.org/W2988243667","https://openalex.org/W3006490649","https://openalex.org/W3011952957","https://openalex.org/W3025731229","https://openalex.org/W3026804604","https://openalex.org/W3039037816","https://openalex.org/W3042713179","https://openalex.org/W3088208750","https://openalex.org/W3088523737","https://openalex.org/W3137925882","https://openalex.org/W3199160581","https://openalex.org/W3208140082","https://openalex.org/W4211217734","https://openalex.org/W4293475079","https://openalex.org/W4298861651","https://openalex.org/W4307716648","https://openalex.org/W4310721640","https://openalex.org/W4317436229","https://openalex.org/W6766637789"],"related_works":["https://openalex.org/W2042251007","https://openalex.org/W4294678388","https://openalex.org/W2984111956","https://openalex.org/W2065643612","https://openalex.org/W2110365568","https://openalex.org/W2187069005","https://openalex.org/W4311571903","https://openalex.org/W2130317780","https://openalex.org/W2063729131","https://openalex.org/W2619477556"],"abstract_inverted_index":{"For":[0],"effective":[1],"battery":[2,7,21,82],"management,":[3],"accurate":[4],"prediction":[5,33,58,80,126],"of":[6,13,81,178,184,194],"state-of-health":[8],"(SOH)":[9],"and":[10,34,40,59,107,111,133,144,158,172,186,191],"timely":[11],"detection":[12,36,61],"anomalies":[14],"is":[15],"required.":[16],"Despite":[17],"recent":[18],"advances,":[19],"real-world":[20,73],"management":[22],"has":[23],"yet":[24],"to":[25],"overcome":[26],"such":[27,130],"difficult":[28],"issues":[29],"as":[30,89,131,139,141],"life-cycle":[31],"SOH":[32,57,125],"anomaly":[35,60],"for":[37,54,62,92,103,124,188],"early":[38],"warning":[39],"fault":[41],"tracing":[42],"under":[43,84,127],"realistic":[44,128],"operational":[45],"conditions.":[46],"In":[47,118],"this":[48],"study,":[49],"we":[50,76,99,120,160],"present":[51,77],"an":[52,94,167],"approach":[53],"online":[55],"real-time":[56],"rechargeable":[63],"batteries":[64],"throughout":[65],"their":[66,108],"life":[67],"cycles":[68],"with":[69,153],"a":[70,78,90,101,122,162],"focus":[71],"on":[72,114,166],"applicability.":[74],"First,":[75],"model-based":[79],"states":[83],"normal":[85],"aging,":[86],"which":[87],"serves":[88],"reference":[91],"detecting":[93,189],"anomaly.":[95,168,195],"To":[96],"that":[97],"end,":[98],"propose":[100],"method":[102,123,181],"updating":[104],"model":[105],"parameters":[106],"uncertainties":[109],"cyclically":[110],"temporally":[112],"based":[113],"the":[115,150,154,176,179],"predicted":[116],"SOH.":[117],"particular,":[119],"develop":[121],"conditions":[129],"inter-":[132],"intracycle":[134],"variations":[135],"in":[136,182],"load":[137],"current":[138],"well":[140],"nonstandard":[142],"charging":[143],"discharging":[145],"practices.":[146],"Finally,":[147],"by":[148],"fusing":[149],"model-predicted":[151],"state":[152],"measured":[155],"terminal":[156],"voltage":[157],"current,":[159],"achieve":[161],"statistically":[163],"well-defined":[164],"decision":[165],"Experiments":[169],"using":[170],"CALCE":[171],"custom-collected":[173],"datasets":[174],"validate":[175],"effectiveness":[177],"proposed":[180],"terms":[183],"accuracy":[185],"sensitivity":[187],"abrupt":[190],"slow":[192],"modes":[193]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}