{"id":"https://openalex.org/W3104512810","doi":"https://doi.org/10.1109/tii.2020.3038949","title":"A Surrogate-Assisted Teaching-Learning-Based Optimization for Parameter Identification of the Battery Model","display_name":"A Surrogate-Assisted Teaching-Learning-Based Optimization for Parameter Identification of the Battery Model","publication_year":2020,"publication_date":"2020-11-18","ids":{"openalex":"https://openalex.org/W3104512810","doi":"https://doi.org/10.1109/tii.2020.3038949","mag":"3104512810"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2020.3038949","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2020.3038949","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/A5101665975","display_name":"Yu Zhou","orcid":"https://orcid.org/0000-0003-4394-1903"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]},{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["CN","HK"],"is_corresponding":true,"raw_author_name":"Yu Zhou","raw_affiliation_strings":["Department of Systems Engineering and Engineering Management, City University of Hong Kong, Kowloon, Hong Kong","School of Mechanical and Electrical Engineering, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Department of Systems Engineering and Engineering Management, City University of Hong Kong, Kowloon, Hong Kong","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040076424","display_name":"Bing-Chuan Wang","orcid":"https://orcid.org/0000-0002-0234-2843"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing-Chuan Wang","raw_affiliation_strings":["School of Automation, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090216201","display_name":"Han\u2010Xiong Li","orcid":"https://orcid.org/0000-0002-0707-5940"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Han-Xiong Li","raw_affiliation_strings":["Department of Systems Engineering and Engineering Management, City University of Hong Kong, Kowloon, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Systems Engineering and Engineering Management, City University of Hong Kong, Kowloon, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007248533","display_name":"Haidong Yang","orcid":"https://orcid.org/0000-0002-6734-249X"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai-Dong Yang","raw_affiliation_strings":["Guangdong Engineering Research Center for Green Manufacturing & Energy Efficiency Optimization, Guangdong University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Engineering Research Center for Green Manufacturing & Energy Efficiency Optimization, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100733163","display_name":"Zhi Liu","orcid":"https://orcid.org/0000-0001-6300-578X"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi Liu","raw_affiliation_strings":["Guangdong-HongKong-Macao Joint Laboratory for Smart Discrete Manufacturing, Guangzhou, China","Key Laboratory of Intelligent Detection and the Internet of Things in Manufacturing, Ministry of Education, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Guangdong-HongKong-Macao Joint Laboratory for Smart Discrete Manufacturing, Guangzhou, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Intelligent Detection and the Internet of Things in Manufacturing, Ministry of Education, Guangzhou, China","institution_ids":["https://openalex.org/I1327237609"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101665975"],"corresponding_institution_ids":["https://openalex.org/I139660479","https://openalex.org/I168719708"],"apc_list":null,"apc_paid":null,"fwci":2.2358,"has_fulltext":false,"cited_by_count":43,"citation_normalized_percentile":{"value":0.87729821,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"17","issue":"9","first_page":"5909","last_page":"5918"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.9998999834060669,"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":0.9998999834060669,"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/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.9811999797821045,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9699000120162964,"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/surrogate-model","display_name":"Surrogate model","score":0.8356301784515381},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6955230832099915},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6148462295532227},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.5377341508865356},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.5144984722137451},{"id":"https://openalex.org/keywords/estimation-theory","display_name":"Estimation theory","score":0.5045782327651978},{"id":"https://openalex.org/keywords/system-identification","display_name":"System identification","score":0.49146807193756104},{"id":"https://openalex.org/keywords/identification-scheme","display_name":"Identification scheme","score":0.4481745958328247},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3844563961029053},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.35544294118881226},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.33291012048721313},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3118237853050232},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2400471568107605},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.19660770893096924},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18851545453071594},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.1505793333053589},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13692337274551392}],"concepts":[{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.8356301784515381},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6955230832099915},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6148462295532227},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.5377341508865356},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.5144984722137451},{"id":"https://openalex.org/C167928553","wikidata":"https://www.wikidata.org/wiki/Q1376021","display_name":"Estimation theory","level":2,"score":0.5045782327651978},{"id":"https://openalex.org/C119247159","wikidata":"https://www.wikidata.org/wiki/Q1366192","display_name":"System identification","level":3,"score":0.49146807193756104},{"id":"https://openalex.org/C2778922385","wikidata":"https://www.wikidata.org/wiki/Q3475620","display_name":"Identification scheme","level":3,"score":0.4481745958328247},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3844563961029053},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.35544294118881226},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.33291012048721313},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3118237853050232},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2400471568107605},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.19660770893096924},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18851545453071594},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.1505793333053589},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13692337274551392},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","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/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2020.3038949","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2020.3038949","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":[],"awards":[{"id":"https://openalex.org/G4960703949","display_name":null,"funder_award_id":"2018YFB1308202","funder_id":"https://openalex.org/F4320336026","funder_display_name":"National Key Research and Development Program of China Stem Cell and Translational Research"}],"funders":[{"id":"https://openalex.org/F4320336026","display_name":"National Key Research and Development Program of China Stem Cell and Translational Research","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W196478030","https://openalex.org/W654599128","https://openalex.org/W1510052597","https://openalex.org/W1972645483","https://openalex.org/W1974592401","https://openalex.org/W1980142791","https://openalex.org/W1981164287","https://openalex.org/W2002622348","https://openalex.org/W2006605572","https://openalex.org/W2017753372","https://openalex.org/W2023707004","https://openalex.org/W2038669746","https://openalex.org/W2051349350","https://openalex.org/W2055761669","https://openalex.org/W2062167409","https://openalex.org/W2067906647","https://openalex.org/W2073929028","https://openalex.org/W2091934641","https://openalex.org/W2093229042","https://openalex.org/W2116064024","https://openalex.org/W2122715267","https://openalex.org/W2128729614","https://openalex.org/W2131627640","https://openalex.org/W2136480793","https://openalex.org/W2136918060","https://openalex.org/W2146749773","https://openalex.org/W2151238122","https://openalex.org/W2169518199","https://openalex.org/W2170262524","https://openalex.org/W2172996688","https://openalex.org/W2202755627","https://openalex.org/W2495099137","https://openalex.org/W2534407854","https://openalex.org/W2557090756","https://openalex.org/W2560053418","https://openalex.org/W2569244518","https://openalex.org/W2591970280","https://openalex.org/W2609722074","https://openalex.org/W2770581177","https://openalex.org/W2790436084","https://openalex.org/W2802384355","https://openalex.org/W2927719488","https://openalex.org/W2945021260","https://openalex.org/W2969601873","https://openalex.org/W2996088053","https://openalex.org/W4249517230","https://openalex.org/W6608015192"],"related_works":["https://openalex.org/W2989947936","https://openalex.org/W1909999440","https://openalex.org/W1576040274","https://openalex.org/W2094241856","https://openalex.org/W3104512810","https://openalex.org/W2982665746","https://openalex.org/W2101377286","https://openalex.org/W2141833821","https://openalex.org/W3197582373","https://openalex.org/W2020697228"],"abstract_inverted_index":{"Lithium-ion":[0],"batteries":[1],"are":[2,15],"widely":[3],"used":[4,136],"as":[5],"power":[6],"sources":[7],"in":[8],"industrial":[9],"applications.":[10],"Electrochemical":[11],"models":[12,54],"and":[13,41,49,104,159,165],"simulations":[14,65],"crucial":[16],"to":[17,78,115,130,146],"disclose":[18],"many":[19],"details":[20],"that":[21],"cannot":[22],"be":[23,89],"directly":[24],"measured":[25],"through":[26],"experiments.":[27],"Parameter":[28],"identification":[29,59,70,82,110],"of":[30,52,83,100,119,154,168],"an":[31,84,101,141],"accurate":[32],"electrochemical":[33,53,64,85],"model":[34,124],"is":[35,94,112,125,144],"much":[36],"more":[37],"cost-effective":[38],"than":[39],"direct":[40],"destructive":[42],"measurement":[43],"methods.":[44],"However,":[45],"the":[46,57,69,91,97,117,133,152,155,163,169],"complex":[47],"structure":[48],"strong":[50],"nonlinearity":[51],"will":[55],"make":[56],"parameter":[58,81,138],"very":[60],"difficult.":[61],"Additionally,":[62],"time-consuming":[63],"can":[66],"significantly":[67],"limit":[68],"efficiency.":[71],"This":[72],"article":[73],"proposes":[74],"a":[75,105,122],"surrogate-model-based":[76],"scheme":[77],"achieve":[79],"high-efficiency":[80],"battery":[86],"model.":[87,107,157],"To":[88],"specific,":[90],"proposed":[92,170],"method":[93],"implemented":[95],"by":[96,150],"close":[98],"integration":[99],"evolutionary":[102,142],"algorithm":[103,143],"surrogate":[106,123,156],"A":[108],"sensitivity-based":[109],"strategy":[111],"first":[113],"designed":[114],"alleviate":[116],"difficulty":[118],"optimization.":[120],"Then,":[121],"developed":[126],"from":[127],"historical":[128],"data":[129],"gradually":[131],"approach":[132],"objective":[134],"function":[135],"for":[137],"evaluations.":[139],"Finally,":[140],"employed":[145],"find":[147],"promising":[148],"solutions":[149],"minimizing":[151],"output":[153],"Simulations":[158],"experimental":[160],"studies":[161],"demonstrate":[162],"effectiveness":[164],"high":[166],"efficiency":[167],"method.":[171]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
