{"id":"https://openalex.org/W4411639937","doi":"https://doi.org/10.1109/tits.2025.3580152","title":"A Scalable Recurrent Structure With Fast Transfer Learning for Lithium-Ion Battery State of Charge Estimation at Different Ambient Temperatures","display_name":"A Scalable Recurrent Structure With Fast Transfer Learning for Lithium-Ion Battery State of Charge Estimation at Different Ambient Temperatures","publication_year":2025,"publication_date":"2025-06-25","ids":{"openalex":"https://openalex.org/W4411639937","doi":"https://doi.org/10.1109/tits.2025.3580152"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2025.3580152","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2025.3580152","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation Systems","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/A5120790475","display_name":"Haonan Chen","orcid":"https://orcid.org/0000-0002-0473-3178"},"institutions":[{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haonan Chen","raw_affiliation_strings":["School of Intelligent Science and Engineering, Harbin Institute of Technology at Shenzhen, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-0473-3178","affiliations":[{"raw_affiliation_string":"School of Intelligent Science and Engineering, Harbin Institute of Technology at Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023704628","display_name":"Guangzhong Dong","orcid":"https://orcid.org/0000-0002-0757-8580"},"institutions":[{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangzhong Dong","raw_affiliation_strings":["School of Intelligent Science and Engineering, Harbin Institute of Technology at Shenzhen, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-0757-8580","affiliations":[{"raw_affiliation_string":"School of Intelligent Science and Engineering, Harbin Institute of Technology at Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103284251","display_name":"Shao-Hua Xie","orcid":"https://orcid.org/0000-0003-0864-8154"},"institutions":[{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaohua Xie","raw_affiliation_strings":["School of Intelligent Science and Engineering, Harbin Institute of Technology at Shenzhen, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Intelligent Science and Engineering, Harbin Institute of Technology at Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100365567","display_name":"Yifei Wang","orcid":"https://orcid.org/0000-0001-9421-746X"},"institutions":[{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifei Wang","raw_affiliation_strings":["School of Intelligent Science and Engineering, Harbin Institute of Technology at Shenzhen, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Intelligent Science and Engineering, Harbin Institute of Technology at Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087749601","display_name":"Yunjiang Lou","orcid":"https://orcid.org/0000-0001-8203-7795"},"institutions":[{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunjiang Lou","raw_affiliation_strings":["School of Intelligent Science and Engineering, Harbin Institute of Technology at Shenzhen, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-8203-7795","affiliations":[{"raw_affiliation_string":"School of Intelligent Science and Engineering, Harbin Institute of Technology at Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4247,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.61101823,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"26","issue":"10","first_page":"14792","last_page":"14806"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.9987000226974487,"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":0.9987000226974487,"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":0.9585999846458435,"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":0.9175000190734863,"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/lithium","display_name":"Lithium (medication)","score":0.6433623433113098},{"id":"https://openalex.org/keywords/state-of-charge","display_name":"State of charge","score":0.6323575377464294},{"id":"https://openalex.org/keywords/charge","display_name":"Charge (physics)","score":0.6294736862182617},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.599128782749176},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.5891003608703613},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5866780281066895},{"id":"https://openalex.org/keywords/ion","display_name":"Ion","score":0.5605268478393555},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.5257390737533569},{"id":"https://openalex.org/keywords/lithium-ion-battery","display_name":"Lithium-ion battery","score":0.5015056133270264},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4565761089324951},{"id":"https://openalex.org/keywords/lithium-battery","display_name":"Lithium battery","score":0.42672958970069885},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.38075852394104004},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.3401458263397217},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.33444106578826904},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2610372304916382},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.2457476556301117},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22670269012451172},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.19454005360603333},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.13070765137672424},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1174057126045227},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.11549293994903564},{"id":"https://openalex.org/keywords/thermodynamics","display_name":"Thermodynamics","score":0.1102074384689331}],"concepts":[{"id":"https://openalex.org/C2778541603","wikidata":"https://www.wikidata.org/wiki/Q152763","display_name":"Lithium (medication)","level":2,"score":0.6433623433113098},{"id":"https://openalex.org/C2776582896","wikidata":"https://www.wikidata.org/wiki/Q5368536","display_name":"State of charge","level":4,"score":0.6323575377464294},{"id":"https://openalex.org/C188082385","wikidata":"https://www.wikidata.org/wiki/Q73792","display_name":"Charge (physics)","level":2,"score":0.6294736862182617},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.599128782749176},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.5891003608703613},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5866780281066895},{"id":"https://openalex.org/C145148216","wikidata":"https://www.wikidata.org/wiki/Q36496","display_name":"Ion","level":2,"score":0.5605268478393555},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.5257390737533569},{"id":"https://openalex.org/C2779197387","wikidata":"https://www.wikidata.org/wiki/Q2822895","display_name":"Lithium-ion battery","level":4,"score":0.5015056133270264},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4565761089324951},{"id":"https://openalex.org/C2779004117","wikidata":"https://www.wikidata.org/wiki/Q899079","display_name":"Lithium battery","level":4,"score":0.42672958970069885},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38075852394104004},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.3401458263397217},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.33444106578826904},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2610372304916382},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.2457476556301117},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22670269012451172},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.19454005360603333},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.13070765137672424},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1174057126045227},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.11549293994903564},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.1102074384689331},{"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/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C2182769","wikidata":"https://www.wikidata.org/wiki/Q62500","display_name":"Ionic bonding","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2025.3580152","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2025.3580152","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7799999713897705,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G130259500","display_name":null,"funder_award_id":"2023A1515011371","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G1478731376","display_name":null,"funder_award_id":"2024A1515012417","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G1890051662","display_name":null,"funder_award_id":"GXWD20220811151813005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7964843565","display_name":null,"funder_award_id":"62203139","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W2513919993","https://openalex.org/W2618530766","https://openalex.org/W2766784949","https://openalex.org/W2776458183","https://openalex.org/W2969003269","https://openalex.org/W2980420373","https://openalex.org/W2981475095","https://openalex.org/W2986261795","https://openalex.org/W2987539388","https://openalex.org/W3009652674","https://openalex.org/W3012264837","https://openalex.org/W3016009584","https://openalex.org/W3032080401","https://openalex.org/W3033613562","https://openalex.org/W3034074092","https://openalex.org/W3035785571","https://openalex.org/W3083046325","https://openalex.org/W3091279417","https://openalex.org/W3092392887","https://openalex.org/W3093647258","https://openalex.org/W3107692354","https://openalex.org/W3114898155","https://openalex.org/W3135698256","https://openalex.org/W3137292479","https://openalex.org/W3137578026","https://openalex.org/W4225396539","https://openalex.org/W4311766317","https://openalex.org/W4312219034","https://openalex.org/W4313066431","https://openalex.org/W4316661202","https://openalex.org/W4319456316","https://openalex.org/W4320015504","https://openalex.org/W4327662979","https://openalex.org/W4360584337","https://openalex.org/W4376456543","https://openalex.org/W4376612800","https://openalex.org/W4385731918","https://openalex.org/W4386432268","https://openalex.org/W4386913955","https://openalex.org/W4391002249","https://openalex.org/W4399282793"],"related_works":["https://openalex.org/W3213405029","https://openalex.org/W4385236287","https://openalex.org/W2896959541","https://openalex.org/W4308194057","https://openalex.org/W2347979253","https://openalex.org/W3161330592","https://openalex.org/W2083687526","https://openalex.org/W2538316504","https://openalex.org/W3016864212","https://openalex.org/W2507455000"],"abstract_inverted_index":{"State-of-charge":[0],"(SOC)":[1],"is":[2,26,52,69,84,119,144],"a":[3,80,116,139,158],"critical":[4],"parameter":[5],"of":[6,67,173,202],"battery":[7,17],"management":[8,39],"systems":[9],"to":[10,29,57,108,146],"ensure":[11],"safe,":[12],"efficient,":[13],"reliable":[14],"and":[15,25,37,45,60,102,157,170,190],"durable":[16],"operations.":[18],"However,":[19],"SOC":[20,34,81],"cannot":[21],"be":[22,129],"directly":[23],"measured":[24],"highly":[27],"sensitive":[28],"different":[30,98,151],"temperatures.":[31,99,152],"Thus,":[32],"the":[33,65,126,168,174,184],"estimation":[35,82,127,188],"accuracy":[36,169,189],"uncertainty":[38,132],"are":[40,106,162,177],"significant":[41],"for":[42,164],"robust":[43],"control":[44],"energy":[46],"dispatch.":[47],"Gaussian":[48],"process":[49],"regression":[50],"(GPR)":[51],"thus":[53],"becoming":[54],"appealing":[55],"due":[56],"its":[58],"non-parametric":[59,140],"interpretable":[61],"probabilistic":[62],"advantages.":[63],"But":[64],"scalability":[66],"GPR":[68,117],"still":[70],"challenging,":[71],"suffering":[72],"from":[73],"cubic":[74],"complexity.":[75],"To":[76],"solve":[77],"these":[78],"challenges,":[79],"method":[83],"proposed":[85,175],"by":[86,199],"an":[87],"end-to-end":[88],"scalable":[89,165],"deep":[90],"recurrent":[91,103],"structure":[92,176,182],"with":[93,131,192],"fast":[94,141,148,171],"transfer":[95,142,149,172,193],"learning":[96,143,194],"at":[97],"First,":[100],"convolutional":[101],"neural":[104,122],"networks":[105],"employed":[107],"catch":[109],"nonlinear":[110,135],"temporal":[111],"dependency":[112],"within":[113],"measurements.":[114],"Second,":[115],"layer":[118],"concatenated":[120],"after":[121],"networks,":[123],"so":[124],"that":[125],"can":[128],"quantified":[130],"while":[133],"retaining":[134],"expressive":[136],"ability.":[137],"Then,":[138],"designed":[145],"realize":[147],"between":[150],"Next,":[153],"structured":[154],"sparse":[155],"approximations":[156],"semi-stochastic":[159],"gradient":[160],"procedure":[161],"established":[163],"training.":[166],"Finally,":[167],"verified":[178],"through":[179],"comparison.":[180],"The":[181],"demonstrates":[183],"state-of-the-art":[185],"performance":[186],"on":[187],"efficiency":[191],"faster":[195],"than":[196],"fine-tuning":[197],"strategy":[198],"two":[200],"orders":[201],"magnitude.":[203]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
