{"id":"https://openalex.org/W3114628019","doi":"https://doi.org/10.1109/tie.2020.3044779","title":"A Novel Model-Based Voltage Construction Method for Robust State-of-Health Estimation of Lithium-Ion Batteries","display_name":"A Novel Model-Based Voltage Construction Method for Robust State-of-Health Estimation of Lithium-Ion Batteries","publication_year":2020,"publication_date":"2020-12-21","ids":{"openalex":"https://openalex.org/W3114628019","doi":"https://doi.org/10.1109/tie.2020.3044779","mag":"3114628019"},"language":"en","primary_location":{"id":"doi:10.1109/tie.2020.3044779","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2020.3044779","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076442817","display_name":"Xiaolei Bian","orcid":"https://orcid.org/0000-0003-4232-7944"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Xiaolei Bian","raw_affiliation_strings":["Department of Chemical Engineering, KTH Royal Institute of Technology, Stockholm, Sweden"],"raw_orcid":"https://orcid.org/0000-0003-4232-7944","affiliations":[{"raw_affiliation_string":"Department of Chemical Engineering, KTH Royal Institute of Technology, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]}]},{"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, School of Mechanical Engineering, 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, School of Mechanical Engineering, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017167374","display_name":"Jiangtao He","orcid":"https://orcid.org/0000-0002-6502-7867"},"institutions":[{"id":"https://openalex.org/I98251732","display_name":"McMaster University","ror":"https://ror.org/02fa3aq29","country_code":"CA","type":"education","lineage":["https://openalex.org/I98251732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jiangtao He","raw_affiliation_strings":["Department of Mechanical Engineering, McMaster University, Hamilton, ON, Canada"],"raw_orcid":"https://orcid.org/0000-0002-6502-7867","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, McMaster University, Hamilton, ON, Canada","institution_ids":["https://openalex.org/I98251732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043643456","display_name":"Fengjun Yan","orcid":"https://orcid.org/0000-0002-5761-9600"},"institutions":[{"id":"https://openalex.org/I98251732","display_name":"McMaster University","ror":"https://ror.org/02fa3aq29","country_code":"CA","type":"education","lineage":["https://openalex.org/I98251732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Fengjun Yan","raw_affiliation_strings":["Department of Mechanical Engineering, McMaster University, Hamilton, ON, Canada"],"raw_orcid":"https://orcid.org/0000-0002-5761-9600","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, McMaster University, Hamilton, ON, Canada","institution_ids":["https://openalex.org/I98251732"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065710233","display_name":"Longcheng Liu","orcid":"https://orcid.org/0000-0001-6801-9208"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]},{"id":"https://openalex.org/I91935597","display_name":"University of South China","ror":"https://ror.org/03mqfn238","country_code":"CN","type":"education","lineage":["https://openalex.org/I91935597"]}],"countries":["CN","SE"],"is_corresponding":false,"raw_author_name":"Longcheng Liu","raw_affiliation_strings":["Department of Chemical Engineering, KTH Royal Institute of Technology, Stockholm, Sweden","School of Nuclear Science and Technology, University of South China, Hunan, China"],"raw_orcid":"https://orcid.org/0000-0001-6801-9208","affiliations":[{"raw_affiliation_string":"Department of Chemical Engineering, KTH Royal Institute of Technology, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]},{"raw_affiliation_string":"School of Nuclear Science and Technology, University of South China, Hunan, China","institution_ids":["https://openalex.org/I91935597"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.641,"has_fulltext":false,"cited_by_count":128,"citation_normalized_percentile":{"value":0.97973792,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"68","issue":"12","first_page":"12173","last_page":"12184"},"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":0.9991000294685364,"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/T10281","display_name":"Advanced Battery Materials and Technologies","score":0.9890000224113464,"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":0.7577447891235352},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7266629934310913},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5811728835105896},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.5703011751174927},{"id":"https://openalex.org/keywords/generality","display_name":"Generality","score":0.5381463766098022},{"id":"https://openalex.org/keywords/state-of-charge","display_name":"State of charge","score":0.5052970051765442},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.42835763096809387},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.4177863895893097},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36365729570388794},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.33205610513687134},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.32525575160980225},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29308685660362244},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.15289968252182007},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.12439298629760742}],"concepts":[{"id":"https://openalex.org/C2777294910","wikidata":"https://www.wikidata.org/wiki/Q4050070","display_name":"State of health","level":4,"score":0.7577447891235352},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7266629934310913},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5811728835105896},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.5703011751174927},{"id":"https://openalex.org/C2780767217","wikidata":"https://www.wikidata.org/wiki/Q5532421","display_name":"Generality","level":2,"score":0.5381463766098022},{"id":"https://openalex.org/C2776582896","wikidata":"https://www.wikidata.org/wiki/Q5368536","display_name":"State of charge","level":4,"score":0.5052970051765442},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.42835763096809387},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.4177863895893097},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36365729570388794},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.33205610513687134},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.32525575160980225},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29308685660362244},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.15289968252182007},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.12439298629760742},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tie.2020.3044779","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2020.3044779","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:research.chalmers.se:534542","is_oa":false,"landing_page_url":"https://research.chalmers.se/en/publication/534542","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":""},{"id":"pmh:oai:research.chalmers.se:534543","is_oa":false,"landing_page_url":"https://research.chalmers.se/en/publication/84231980-3aa8-4434-a920-5cc9922c4e6b","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":""}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8199999928474426,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W2044448132","https://openalex.org/W2056150265","https://openalex.org/W2064175677","https://openalex.org/W2087336123","https://openalex.org/W2089340434","https://openalex.org/W2091133754","https://openalex.org/W2146560932","https://openalex.org/W2208465803","https://openalex.org/W2293231618","https://openalex.org/W2295405103","https://openalex.org/W2296359842","https://openalex.org/W2344174278","https://openalex.org/W2413008292","https://openalex.org/W2563343938","https://openalex.org/W2588881132","https://openalex.org/W2609434102","https://openalex.org/W2767663538","https://openalex.org/W2774791859","https://openalex.org/W2780369086","https://openalex.org/W2781564233","https://openalex.org/W2786791342","https://openalex.org/W2791494814","https://openalex.org/W2794313230","https://openalex.org/W2801539644","https://openalex.org/W2809318506","https://openalex.org/W2889862006","https://openalex.org/W2890169947","https://openalex.org/W2899792027","https://openalex.org/W2901355765","https://openalex.org/W2921358399","https://openalex.org/W2926497678","https://openalex.org/W2935831018","https://openalex.org/W2935942259","https://openalex.org/W2945571737","https://openalex.org/W2974625411","https://openalex.org/W2978449012","https://openalex.org/W2987161198","https://openalex.org/W2994341517","https://openalex.org/W3010465417","https://openalex.org/W3011952957","https://openalex.org/W3024286251","https://openalex.org/W6751080475","https://openalex.org/W6754632298","https://openalex.org/W6770667274"],"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":{"The":[0,123],"accurate":[1],"estimation":[2,25,97],"of":[3,13,67,86,92,116],"the":[4,10,29,48,54,61,84,90,96,105,133],"state-of-health":[5],"(SOH)":[6],"is":[7,44,70,99,126],"vital":[8],"to":[9,46,82,101,132,144],"life":[11],"management":[12],"lithium-ion":[14],"batteries":[15],"(LIBs).":[16],"In":[17],"this":[18],"article,":[19],"we":[20],"propose":[21],"a":[22,38,65,129,141],"fusion-type":[23],"SOH":[24,85],"method":[26,43,125],"by":[27],"combining":[28],"model-based":[30,40],"feature":[31],"extraction":[32],"and":[33,52,72,140],"data-based":[34],"state":[35],"estimate.":[36],"Particularly,":[37],"novel":[39],"voltage":[41],"construction":[42],"proposed":[45,124],"eliminate":[47],"unfavorable":[49],"numerical":[50],"condition":[51],"reshape":[53],"disturbance-free":[55],"incremental":[56],"capacity":[57],"(IC)":[58],"curves.":[59],"Leveraging":[60],"modified":[62],"IC":[63],"curves,":[64],"set":[66],"informative":[68],"features-of-interest":[69],"extracted":[71],"evaluated,":[73],"while":[74],"eventually":[75],"several":[76],"cautiously":[77],"selected":[78],"ones":[79],"are":[80,119],"used":[81,120],"estimate":[83],"LIBs":[87],"accurately.":[88],"Furthermore,":[89],"impact":[91],"model":[93],"order":[94],"on":[95,113],"performance":[98],"scrutinized":[100],"give":[102],"insights":[103],"into":[104],"parameterization":[106],"in":[107],"practical":[108],"applications.":[109],"Long-term":[110],"cycling":[111],"tests":[112],"different":[114,145],"types":[115],"LIB":[117],"cells":[118],"for":[121],"evaluation.":[122],"validated":[127],"with":[128],"good":[130],"robustness":[131],"cell":[134],"inconsistency,":[135],"temperature":[136],"uncertainty,":[137],"noise":[138],"corruption,":[139],"satisfied":[142],"generality":[143],"battery":[146],"chemistries.":[147]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":26},{"year":2024,"cited_by_count":21},{"year":2023,"cited_by_count":19},{"year":2022,"cited_by_count":30},{"year":2021,"cited_by_count":26}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}