{"id":"https://openalex.org/W3187255836","doi":"https://doi.org/10.1109/tie.2021.3095815","title":"Adaptive Ensemble-Based Electrochemical\u2013Thermal Degradation State Estimation of Lithium-Ion Batteries","display_name":"Adaptive Ensemble-Based Electrochemical\u2013Thermal Degradation State Estimation of Lithium-Ion Batteries","publication_year":2021,"publication_date":"2021-08-24","ids":{"openalex":"https://openalex.org/W3187255836","doi":"https://doi.org/10.1109/tie.2021.3095815","mag":"3187255836"},"language":"en","primary_location":{"id":"doi:10.1109/tie.2021.3095815","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2021.3095815","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"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 Electronics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://eprints.qut.edu.au/212825/1/YL_TIE21_ASEIKF.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018984822","display_name":"Yang Li","orcid":"https://orcid.org/0000-0002-9497-3051"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]},{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]}],"countries":["CN","SE"],"is_corresponding":false,"raw_author_name":"Yang Li","raw_affiliation_strings":["Department of Electrical Engineering, Chalmers University of Technology, Gothenburg, Sweden","School of Automation, Wuhan University of Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-9497-3051","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Chalmers University of Technology, Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912"]},{"raw_affiliation_string":"School of Automation, Wuhan University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001170785","display_name":"Zhongbao Wei","orcid":"https://orcid.org/0000-0003-0051-5648"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongbao Wei","raw_affiliation_strings":["National Engineering Laboratory for Electric Vehicles, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0051-5648","affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Electric Vehicles, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055349852","display_name":"Binyu Xiong","orcid":"https://orcid.org/0000-0002-4156-2187"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Binyu Xiong","raw_affiliation_strings":["School of Automation, Wuhan University of Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-4156-2187","affiliations":[{"raw_affiliation_string":"School of Automation, Wuhan University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019992529","display_name":"D. Mahinda Vilathgamuwa","orcid":"https://orcid.org/0000-0003-0895-8443"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"D. Mahinda Vilathgamuwa","raw_affiliation_strings":["School of Electrical Engineering and Robotics, Queensland University of Technology, Brisbane, QLD, Australia"],"raw_orcid":"https://orcid.org/0000-0003-0895-8443","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Robotics, Queensland University of Technology, Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I160993911"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.3997,"has_fulltext":true,"cited_by_count":121,"citation_normalized_percentile":{"value":0.9825762,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"69","issue":"7","first_page":"6984","last_page":"6996"},"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":0.9943000078201294,"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/T12277","display_name":"Frequency Control in Power Systems","score":0.9825999736785889,"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/estimator","display_name":"Estimator","score":0.6408389210700989},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6011344790458679},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5624330043792725},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5598933696746826},{"id":"https://openalex.org/keywords/state-of-health","display_name":"State of health","score":0.5360707640647888},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.5135672092437744},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.508321225643158},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.5033199191093445},{"id":"https://openalex.org/keywords/adaptive-estimator","display_name":"Adaptive estimator","score":0.48474690318107605},{"id":"https://openalex.org/keywords/lithium-ion-battery","display_name":"Lithium-ion battery","score":0.4712422490119934},{"id":"https://openalex.org/keywords/state-of-charge","display_name":"State of charge","score":0.46460646390914917},{"id":"https://openalex.org/keywords/covariance","display_name":"Covariance","score":0.4547696113586426},{"id":"https://openalex.org/keywords/extended-kalman-filter","display_name":"Extended Kalman filter","score":0.42985308170318604},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39510637521743774},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.33703136444091797},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1624952256679535},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14060917496681213},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.09918507933616638}],"concepts":[{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.6408389210700989},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6011344790458679},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5624330043792725},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5598933696746826},{"id":"https://openalex.org/C2777294910","wikidata":"https://www.wikidata.org/wiki/Q4050070","display_name":"State of health","level":4,"score":0.5360707640647888},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.5135672092437744},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.508321225643158},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.5033199191093445},{"id":"https://openalex.org/C2780617739","wikidata":"https://www.wikidata.org/wiki/Q4680738","display_name":"Adaptive estimator","level":3,"score":0.48474690318107605},{"id":"https://openalex.org/C2779197387","wikidata":"https://www.wikidata.org/wiki/Q2822895","display_name":"Lithium-ion battery","level":4,"score":0.4712422490119934},{"id":"https://openalex.org/C2776582896","wikidata":"https://www.wikidata.org/wiki/Q5368536","display_name":"State of charge","level":4,"score":0.46460646390914917},{"id":"https://openalex.org/C178650346","wikidata":"https://www.wikidata.org/wiki/Q201984","display_name":"Covariance","level":2,"score":0.4547696113586426},{"id":"https://openalex.org/C206833254","wikidata":"https://www.wikidata.org/wiki/Q5421817","display_name":"Extended Kalman filter","level":3,"score":0.42985308170318604},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39510637521743774},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.33703136444091797},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1624952256679535},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14060917496681213},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.09918507933616638},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tie.2021.3095815","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2021.3095815","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"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 Electronics","raw_type":"journal-article"},{"id":"pmh:oai:eprints.qut.edu.au:212825","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.qut.edu.au/212825/1/YL_TIE21_ASEIKF.pdf","source":{"id":"https://openalex.org/S4306402607","display_name":"QUT ePrints (Queensland University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I160993911","host_organization_name":"Queensland University of Technology","host_organization_lineage":["https://openalex.org/I160993911"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Industrial Electronics","raw_type":"Contribution to Journal"},{"id":"pmh:oai:research.chalmers.se:525145","is_oa":false,"landing_page_url":"https://research.chalmers.se/en/publication/525145","pdf_url":null,"source":{"id":"https://openalex.org/S4306402469","display_name":"Chalmers Research (Chalmers University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66862912","host_organization_name":"Chalmers University of Technology","host_organization_lineage":["https://openalex.org/I66862912"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null}],"best_oa_location":{"id":"pmh:oai:eprints.qut.edu.au:212825","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.qut.edu.au/212825/1/YL_TIE21_ASEIKF.pdf","source":{"id":"https://openalex.org/S4306402607","display_name":"QUT ePrints (Queensland University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I160993911","host_organization_name":"Queensland University of Technology","host_organization_lineage":["https://openalex.org/I160993911"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Industrial Electronics","raw_type":"Contribution to Journal"},"sustainable_development_goals":[{"score":0.6100000143051147,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G4553043035","display_name":null,"funder_award_id":"WUT:203111001","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G814386179","display_name":null,"funder_award_id":"52072038","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/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3187255836.pdf","grobid_xml":"https://content.openalex.org/works/W3187255836.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1749494163","https://openalex.org/W1916811336","https://openalex.org/W1982875779","https://openalex.org/W1988387263","https://openalex.org/W2027136049","https://openalex.org/W2052411506","https://openalex.org/W2089280577","https://openalex.org/W2109385534","https://openalex.org/W2113131021","https://openalex.org/W2137760344","https://openalex.org/W2158987262","https://openalex.org/W2179860363","https://openalex.org/W2521812999","https://openalex.org/W2557090756","https://openalex.org/W2563343938","https://openalex.org/W2570584620","https://openalex.org/W2591996318","https://openalex.org/W2594530559","https://openalex.org/W2768205366","https://openalex.org/W2796833775","https://openalex.org/W2802905630","https://openalex.org/W2893216860","https://openalex.org/W2901811437","https://openalex.org/W2908039736","https://openalex.org/W2944323715","https://openalex.org/W2963139193","https://openalex.org/W2969601893","https://openalex.org/W2991513555","https://openalex.org/W3008615240","https://openalex.org/W3012264837","https://openalex.org/W3015123664","https://openalex.org/W3016009584","https://openalex.org/W3080083741","https://openalex.org/W3080742610","https://openalex.org/W3170379041","https://openalex.org/W4254245408","https://openalex.org/W6796959672","https://openalex.org/W7005778184"],"related_works":["https://openalex.org/W2547988666","https://openalex.org/W1993122764","https://openalex.org/W2140212917","https://openalex.org/W3187858031","https://openalex.org/W2129746134","https://openalex.org/W2134843002","https://openalex.org/W1995049232","https://openalex.org/W2006965721","https://openalex.org/W2168069813","https://openalex.org/W2891974075"],"abstract_inverted_index":{"In":[0],"this":[1],"article,":[2],"a":[3,17,77],"computationally":[4],"efficient":[5],"state":[6,47,79,126,147],"estimation":[7,137],"method":[8],"for":[9,22,144],"lithium-ion":[10],"(Li-ion)":[11],"batteries":[12],"is":[13,40,128],"proposed":[14,65,104,121],"based":[15],"on":[16],"degradation-conscious":[18],"high-fidelity":[19],"electrochemical\u2013thermal":[20],"model":[21,39,89],"advanced":[23],"battery":[24,38,78,93,125,145],"management":[25],"systems.":[26],"The":[27,88,117],"computational":[28,163],"burden":[29],"caused":[30,91],"by":[31,43,92,102,130],"the":[32,37,50,58,64,96,103,110,115,120,150],"high-dimensional":[33],"nonlinear":[34,136],"nature":[35],"of":[36,114,119,161],"effectively":[41],"eased":[42],"adopting":[44],"an":[45],"ensemble-based":[46,123],"estimator":[48,80,127],"using":[49],"singular":[51],"evolutive":[52],"interpolated":[53],"Kalman":[54],"filter":[55],"(SEIKF).":[56],"Unlike":[57],"existing":[59],"schemes,":[60],"it":[61,107,132],"shows":[62],"that":[63,139,153],"algorithm":[66],"intrinsically":[67],"ensures":[68],"mass":[69],"conservation":[70],"without":[71],"imposing":[72],"additional":[73],"constraints,":[74],"leading":[75],"to":[76,82,86],"simple":[81],"tune":[83],"and":[84,95,149,165],"fast":[85],"converge.":[87],"uncertainty":[90],"degradation":[94],"measurement":[97],"errors":[98],"are":[99],"properly":[100],"addressed":[101],"scheme":[105],"as":[106],"adaptively":[108],"adjusts":[109],"error":[111],"covariance":[112],"matrices":[113],"SEIKF.":[116],"performance":[118,155],"adaptive":[122],"Li-ion":[124],"examined":[129],"comparing":[131],"with":[133],"some":[134],"well-established":[135],"techniques":[138],"have":[140],"been":[141],"used":[142],"previously":[143],"electrochemical":[146],"estimation,":[148],"results":[151],"show":[152],"excellent":[154],"can":[156],"be":[157],"provided":[158],"in":[159],"terms":[160],"accuracy,":[162],"speed,":[164],"robustness.":[166]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":23},{"year":2023,"cited_by_count":27},{"year":2022,"cited_by_count":36},{"year":2021,"cited_by_count":15}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}