{"id":"https://openalex.org/W2047152377","doi":"https://doi.org/10.1109/tsmc.2015.2389757","title":"A Health Indicator Extraction and Optimization Framework for Lithium-Ion Battery Degradation Modeling and Prognostics","display_name":"A Health Indicator Extraction and Optimization Framework for Lithium-Ion Battery Degradation Modeling and Prognostics","publication_year":2015,"publication_date":"2015-01-22","ids":{"openalex":"https://openalex.org/W2047152377","doi":"https://doi.org/10.1109/tsmc.2015.2389757","mag":"2047152377"},"language":"en","primary_location":{"id":"doi:10.1109/tsmc.2015.2389757","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2015.2389757","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"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 Systems, Man, and Cybernetics: 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/A5102273218","display_name":"Liu Datong","orcid":null},"institutions":[{"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":true,"raw_author_name":"Datong Liu","raw_affiliation_strings":["Department of Automatic Test and Control, Harbin Institute of Technology, Harbin, China","[Department of Automatic Test & Control, Harbin Institute of Technology, Harbin, China]"],"affiliations":[{"raw_affiliation_string":"Department of Automatic Test and Control, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"[Department of Automatic Test & Control, Harbin Institute of Technology, Harbin, China]","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110089475","display_name":"Jianbao Zhou","orcid":null},"institutions":[{"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":"Jianbao Zhou","raw_affiliation_strings":["Department of Automatic Test and Control, Harbin Institute of Technology, Harbin, China","[Department of Automatic Test & Control, Harbin Institute of Technology, Harbin, China]"],"affiliations":[{"raw_affiliation_string":"Department of Automatic Test and Control, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"[Department of Automatic Test & Control, Harbin Institute of Technology, Harbin, China]","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024728249","display_name":"Haitao Liao","orcid":"https://orcid.org/0000-0003-1050-7086"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Haitao Liao","raw_affiliation_strings":["Department of Systems and Industrial Engineering, University of Arizona, Tucson, AZ, USA","Department of Systems and Industrial Engineering, University of Arizona , Tucson, AZ, USA"],"affiliations":[{"raw_affiliation_string":"Department of Systems and Industrial Engineering, University of Arizona, Tucson, AZ, USA","institution_ids":["https://openalex.org/I138006243"]},{"raw_affiliation_string":"Department of Systems and Industrial Engineering, University of Arizona , Tucson, AZ, USA","institution_ids":["https://openalex.org/I138006243"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103206707","display_name":"Peng Yu","orcid":"https://orcid.org/0009-0008-9354-3691"},"institutions":[{"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":"Yu Peng","raw_affiliation_strings":["Department of Automatic Test and Control, Harbin Institute of Technology, Harbin, China","[Department of Automatic Test & Control, Harbin Institute of Technology, Harbin, China]"],"affiliations":[{"raw_affiliation_string":"Department of Automatic Test and Control, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"[Department of Automatic Test & Control, Harbin Institute of Technology, Harbin, China]","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019735827","display_name":"Xiyuan Peng","orcid":"https://orcid.org/0000-0001-7424-1008"},"institutions":[{"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":"Xiyuan Peng","raw_affiliation_strings":["Department of Automatic Test and Control, Harbin Institute of Technology, Harbin, China","[Department of Automatic Test & Control, Harbin Institute of Technology, Harbin, China]"],"affiliations":[{"raw_affiliation_string":"Department of Automatic Test and Control, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"[Department of Automatic Test & Control, Harbin Institute of Technology, Harbin, China]","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5102273218"],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":null,"apc_paid":null,"fwci":13.5009,"has_fulltext":false,"cited_by_count":307,"citation_normalized_percentile":{"value":0.98840796,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"45","issue":"6","first_page":"915","last_page":"928"},"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/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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":0.9857000112533569,"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/prognostics","display_name":"Prognostics","score":0.8976871967315674},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.6620267629623413},{"id":"https://openalex.org/keywords/internal-resistance","display_name":"Internal resistance","score":0.6535534858703613},{"id":"https://openalex.org/keywords/state-of-health","display_name":"State of health","score":0.6391870379447937},{"id":"https://openalex.org/keywords/degradation","display_name":"Degradation (telecommunications)","score":0.6088688969612122},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.5271902680397034},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.5064655542373657},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47627586126327515},{"id":"https://openalex.org/keywords/lithium-ion-battery","display_name":"Lithium-ion battery","score":0.46049028635025024},{"id":"https://openalex.org/keywords/process-engineering","display_name":"Process engineering","score":0.3718291223049164},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.3309117257595062},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3233796954154968},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.2870357930660248},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.10219544172286987}],"concepts":[{"id":"https://openalex.org/C129364497","wikidata":"https://www.wikidata.org/wiki/Q3042561","display_name":"Prognostics","level":2,"score":0.8976871967315674},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.6620267629623413},{"id":"https://openalex.org/C106945098","wikidata":"https://www.wikidata.org/wiki/Q2527701","display_name":"Internal resistance","level":4,"score":0.6535534858703613},{"id":"https://openalex.org/C2777294910","wikidata":"https://www.wikidata.org/wiki/Q4050070","display_name":"State of health","level":4,"score":0.6391870379447937},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.6088688969612122},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.5271902680397034},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.5064655542373657},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47627586126327515},{"id":"https://openalex.org/C2779197387","wikidata":"https://www.wikidata.org/wiki/Q2822895","display_name":"Lithium-ion battery","level":4,"score":0.46049028635025024},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.3718291223049164},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.3309117257595062},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3233796954154968},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.2870357930660248},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.10219544172286987},{"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},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsmc.2015.2389757","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2015.2389757","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"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 Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1752187751","display_name":null,"funder_award_id":"20112302120027","funder_id":"https://openalex.org/F4320336024","funder_display_name":"Specialized Research Fund for the Doctoral Program of Higher Education of China"},{"id":"https://openalex.org/G2299253361","display_name":null,"funder_award_id":"61301205","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/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320336024","display_name":"Specialized Research Fund for the Doctoral Program of Higher Education of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W103650626","https://openalex.org/W129305155","https://openalex.org/W1972985055","https://openalex.org/W1989937845","https://openalex.org/W2001962715","https://openalex.org/W2005454421","https://openalex.org/W2007655149","https://openalex.org/W2014228749","https://openalex.org/W2017527403","https://openalex.org/W2020776245","https://openalex.org/W2029177941","https://openalex.org/W2051391399","https://openalex.org/W2054805201","https://openalex.org/W2061771380","https://openalex.org/W2078279667","https://openalex.org/W2085942406","https://openalex.org/W2088378662","https://openalex.org/W2088924893","https://openalex.org/W2096947102","https://openalex.org/W2100887379","https://openalex.org/W2101946706","https://openalex.org/W2105190347","https://openalex.org/W2115233498","https://openalex.org/W2118988523","https://openalex.org/W2126450366","https://openalex.org/W2127342270","https://openalex.org/W2127918592","https://openalex.org/W2137854933","https://openalex.org/W2144352195","https://openalex.org/W2151708738","https://openalex.org/W2161138491","https://openalex.org/W2161820804","https://openalex.org/W2165344987","https://openalex.org/W2327196109","https://openalex.org/W2327501747","https://openalex.org/W2336392079","https://openalex.org/W2973897293","https://openalex.org/W4249919990","https://openalex.org/W4285719527","https://openalex.org/W4302367531","https://openalex.org/W6678662110","https://openalex.org/W6767739111"],"related_works":["https://openalex.org/W2611357629","https://openalex.org/W4390296093","https://openalex.org/W3213052590","https://openalex.org/W176011693","https://openalex.org/W4224246090","https://openalex.org/W2995074223","https://openalex.org/W3201198192","https://openalex.org/W3017298374","https://openalex.org/W3000409239","https://openalex.org/W3025433055"],"abstract_inverted_index":{"Maximum":[0],"releasable":[1,31],"capacity":[2,32],"and":[3,21,67,84,97,99,120,149,165,176],"internal":[4,52],"resistance":[5,53],"are":[6],"often":[7],"used":[8],"as":[9],"the":[10,29,47,51,72,107,114,117,121,128,132,162,168],"health":[11],"indicators":[12],"(HIs)":[13],"of":[14,23,75,167],"a":[15,147],"lithium-ion":[16,76,172],"battery":[17,81,173],"for":[18,80],"degradation":[19,82,124,174],"modeling":[20,83,175],"estimation":[22],"remaining":[24],"useful":[25],"life":[26],"(RUL).":[27],"However,":[28],"maximum":[30],"is":[33,54,78,110,140],"usually":[34],"difficult":[35],"to":[36,42,57,101,112],"estimate":[37,127],"in":[38,46,146,171],"online":[39],"applications":[40],"due":[41],"complex":[43],"operating":[44,73],"conditions":[45],"field.":[48],"Moreover,":[49],"measuring":[50],"too":[55],"expensive":[56],"be":[58,144],"implemented":[59],"on-line.":[60],"In":[61,105],"this":[62],"paper,":[63],"an":[64,135],"HI":[65,92,103,119],"extraction":[66],"optimization":[68],"framework":[69,88,170],"requiring":[70],"only":[71],"parameters":[74],"batteries":[77],"proposed":[79,169],"RUL":[85,130,177],"estimation.":[86,178],"The":[87],"carries":[89],"out":[90],"raw":[91],"extraction,":[93],"transformation,":[94],"correlation":[95,115],"analysis,":[96],"verification":[98],"evaluation":[100],"achieve":[102],"enhancement.":[104],"particular,":[106],"Box-Cox":[108],"transformation":[109],"adopted":[111],"improve":[113],"between":[116],"extracted":[118],"battery's":[122,129],"actual":[123],"state.":[125],"To":[126],"using":[131,154],"enhanced":[133],"HI,":[134],"optimized":[136],"relevance":[137],"vector-machine":[138],"algorithm":[139],"utilized,":[141],"which":[142],"can":[143],"performed":[145],"flexible":[148],"agile":[150],"way.":[151],"Experimental":[152],"studies":[153],"two":[155],"different":[156],"industrial":[157],"testing":[158],"data":[159],"sets":[160],"illustrate":[161],"high":[163],"efficiency":[164],"adaptability":[166]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":26},{"year":2024,"cited_by_count":34},{"year":2023,"cited_by_count":46},{"year":2022,"cited_by_count":47},{"year":2021,"cited_by_count":46},{"year":2020,"cited_by_count":33},{"year":2019,"cited_by_count":30},{"year":2018,"cited_by_count":25},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
