{"id":"https://openalex.org/W4401536623","doi":"https://doi.org/10.1109/tii.2024.3438236","title":"A Novel State-of-Charge Estimation Method for Lithium-Ion Battery Using GDAformer and Online Correction","display_name":"A Novel State-of-Charge Estimation Method for Lithium-Ion Battery Using GDAformer and Online Correction","publication_year":2024,"publication_date":"2024-08-13","ids":{"openalex":"https://openalex.org/W4401536623","doi":"https://doi.org/10.1109/tii.2024.3438236"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2024.3438236","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2024.3438236","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","raw_type":"journal-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/A5083450269","display_name":"Wenhe Chen","orcid":"https://orcid.org/0000-0003-2236-7076"},"institutions":[{"id":"https://openalex.org/I4472751","display_name":"Anhui Normal University","ror":"https://ror.org/05fsfvw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I4472751"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenhe Chen","raw_affiliation_strings":["School of Economics and Management, Anhui Normal University, Wuhu, China"],"raw_orcid":"https://orcid.org/0000-0003-2236-7076","affiliations":[{"raw_affiliation_string":"School of Economics and Management, Anhui Normal University, Wuhu, China","institution_ids":["https://openalex.org/I4472751"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041182838","display_name":"Hanting Zhou","orcid":"https://orcid.org/0000-0003-2826-4385"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanting Zhou","raw_affiliation_strings":["School of Management, Hangzhou DianZi University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-2826-4385","affiliations":[{"raw_affiliation_string":"School of Management, Hangzhou DianZi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045674247","display_name":"Ting Mao","orcid":"https://orcid.org/0000-0002-0210-7683"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Mao","raw_affiliation_strings":["School of Economics and Management, Nanjing University of Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-0210-7683","affiliations":[{"raw_affiliation_string":"School of Economics and Management, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070922217","display_name":"Longsheng Cheng","orcid":"https://orcid.org/0000-0002-3693-8311"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Longsheng Cheng","raw_affiliation_strings":["School of Economics and Management, Nanjing University of Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-3693-8311","affiliations":[{"raw_affiliation_string":"School of Economics and Management, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019003956","display_name":"Min Xia","orcid":"https://orcid.org/0000-0001-8057-9654"},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Min Xia","raw_affiliation_strings":["School of Engineering, Lancaster University, Lancaster, U.K"],"raw_orcid":"https://orcid.org/0000-0001-8057-9654","affiliations":[{"raw_affiliation_string":"School of Engineering, Lancaster University, Lancaster, U.K","institution_ids":["https://openalex.org/I67415387"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5083450269"],"corresponding_institution_ids":["https://openalex.org/I4472751"],"apc_list":null,"apc_paid":null,"fwci":1.5496,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.82005362,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"20","issue":"11","first_page":"13473","last_page":"13485"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.9911999702453613,"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":0.9911999702453613,"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":0.9702000021934509,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9340999722480774,"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/state-of-charge","display_name":"State of charge","score":0.703543484210968},{"id":"https://openalex.org/keywords/lithium","display_name":"Lithium (medication)","score":0.6394586563110352},{"id":"https://openalex.org/keywords/ion","display_name":"Ion","score":0.5678556561470032},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.5642408132553101},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.47602182626724243},{"id":"https://openalex.org/keywords/charge","display_name":"Charge (physics)","score":0.4604637324810028},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.45432204008102417},{"id":"https://openalex.org/keywords/lithium-ion-battery","display_name":"Lithium-ion battery","score":0.44251957535743713},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4345109760761261},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.4181515574455261},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2352105975151062},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.22622594237327576},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.22286146879196167},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.10649153590202332},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.0924142599105835}],"concepts":[{"id":"https://openalex.org/C2776582896","wikidata":"https://www.wikidata.org/wiki/Q5368536","display_name":"State of charge","level":4,"score":0.703543484210968},{"id":"https://openalex.org/C2778541603","wikidata":"https://www.wikidata.org/wiki/Q152763","display_name":"Lithium (medication)","level":2,"score":0.6394586563110352},{"id":"https://openalex.org/C145148216","wikidata":"https://www.wikidata.org/wiki/Q36496","display_name":"Ion","level":2,"score":0.5678556561470032},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.5642408132553101},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.47602182626724243},{"id":"https://openalex.org/C188082385","wikidata":"https://www.wikidata.org/wiki/Q73792","display_name":"Charge (physics)","level":2,"score":0.4604637324810028},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.45432204008102417},{"id":"https://openalex.org/C2779197387","wikidata":"https://www.wikidata.org/wiki/Q2822895","display_name":"Lithium-ion battery","level":4,"score":0.44251957535743713},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4345109760761261},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.4181515574455261},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2352105975151062},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.22622594237327576},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.22286146879196167},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.10649153590202332},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0924142599105835},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"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/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2024.3438236","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2024.3438236","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W2067906647","https://openalex.org/W2125884948","https://openalex.org/W2610034660","https://openalex.org/W2743617586","https://openalex.org/W2776458183","https://openalex.org/W2797846142","https://openalex.org/W2901504064","https://openalex.org/W2907492528","https://openalex.org/W2971724044","https://openalex.org/W3011590044","https://openalex.org/W3126894404","https://openalex.org/W3127344709","https://openalex.org/W3133696297","https://openalex.org/W3146366485","https://openalex.org/W3169450514","https://openalex.org/W3173751602","https://openalex.org/W3177318507","https://openalex.org/W3211237628","https://openalex.org/W3212890323","https://openalex.org/W4200134328","https://openalex.org/W4205317435","https://openalex.org/W4206595580","https://openalex.org/W4221108419","https://openalex.org/W4253016408","https://openalex.org/W4280628529","https://openalex.org/W4281261026","https://openalex.org/W4283823780","https://openalex.org/W4290098823","https://openalex.org/W4295838474","https://openalex.org/W4297733535","https://openalex.org/W4300818585","https://openalex.org/W4313036908","https://openalex.org/W4317033453","https://openalex.org/W4377086714","https://openalex.org/W4382203079","https://openalex.org/W4382999145","https://openalex.org/W4383506408","https://openalex.org/W4385245566","https://openalex.org/W4391287994","https://openalex.org/W6745537798","https://openalex.org/W6771626834","https://openalex.org/W6790211139","https://openalex.org/W6790690058","https://openalex.org/W6797155008","https://openalex.org/W6839352926"],"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/W2519883542","https://openalex.org/W2098124661","https://openalex.org/W3006423619","https://openalex.org/W4385625847","https://openalex.org/W3161330592"],"abstract_inverted_index":{"Lithium-ion":[0],"batteries":[1],"have":[2],"been":[3],"developed":[4],"as":[5],"the":[6,19,27,41,69,87,92,106,118,123,147],"most":[7],"widely":[8],"used":[9],"energy":[10],"storage":[11],"equipment":[12],"and":[13,79,83,98,114,120,139,152,178],"power":[14],"batteries.":[15],"State-of-charge":[16],"(SOC)":[17],"of":[18,30,102,122,129],"battery":[20,48],"is":[21,57],"a":[22,53],"key":[23],"index":[24],"to":[25,59,75,116,163],"evaluate":[26],"remaining":[28],"range":[29],"electric":[31],"vehicles.":[32],"The":[33,64,126,167],"existing":[34],"SOC":[35,62,160],"estimation":[36,124,161],"methods":[37],"perform":[38],"unsatisfactorily":[39],"on":[40,159],"multivariate":[42],"long-time":[43],"series":[44],"data":[45],"produced":[46],"by":[47],"operation.":[49],"In":[50],"this":[51],"article,":[52],"graph":[54,70],"deviation-based":[55],"autoformer":[56],"proposed":[58],"realize":[60],"accurate":[61],"estimation.":[63],"GD-based":[65],"input":[66],"module":[67],"utilizes":[68],"structure":[71],"with":[72],"embedding":[73],"vectors":[74],"extract":[76],"spatial":[77],"features":[78],"detect":[80],"outliers.":[81],"Encoder":[82],"decoder":[84],"can":[85,110],"acquire":[86],"temporal":[88],"cycle":[89],"dependencies":[90],"in":[91,146,185],"data,":[93],"using":[94],"sequence":[95],"decomposition":[96],"block":[97],"auto-correlation":[99],"mechanism":[100],"instead":[101],"self-attention":[103],"mechanism.":[104],"Meanwhile,":[105],"online":[107],"detection":[108],"method":[109,168],"filter":[111],"out":[112],"noise":[113],"fluctuations":[115],"enhance":[117],"accuracy":[119],"robustness":[121],"results.":[125],"average":[127],"values":[128],"normalized":[130,135],"root":[131],"mean":[132,136],"square":[133],"error,":[134,138],"absolute":[137],"<italic":[140],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[141,143],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">R</i><sup":[142],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>":[144],"achieved":[145],"experiments":[148],"are":[149],"0.0057,":[150],"0.0042,":[151],"0.9995":[153],"respectively,":[154],"which":[155,181],"indicates":[156],"superior":[157],"performance":[158],"compared":[162],"other":[164],"state-of-the-art":[165],"methods.":[166],"also":[169],"has":[170],"excellent":[171],"generalization":[172],"capability":[173],"for":[174],"new":[175,179],"driving":[176],"modes":[177],"temperatures,":[180],"shows":[182],"promising":[183],"potential":[184],"practical":[186],"applications.":[187]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}
