{"id":"https://openalex.org/W4407051623","doi":"https://doi.org/10.1109/tii.2025.3528583","title":"Remaining Useful Lifetime Prediction of Lithium-Ion Batteries Based on Fragment Data and Trend Identification","display_name":"Remaining Useful Lifetime Prediction of Lithium-Ion Batteries Based on Fragment Data and Trend Identification","publication_year":2025,"publication_date":"2025-01-31","ids":{"openalex":"https://openalex.org/W4407051623","doi":"https://doi.org/10.1109/tii.2025.3528583"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2025.3528583","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2025.3528583","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/A5063281174","display_name":"Yiqing Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiqing Lu","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-1278-9737","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082228115","display_name":"Ye Shi","orcid":"https://orcid.org/0000-0003-2302-4980"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ye Shi","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-2302-4980","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100345670","display_name":"Yu Liu","orcid":"https://orcid.org/0000-0001-9021-734X"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Liu","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-9021-734X","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100427179","display_name":"Haoyu Wang","orcid":"https://orcid.org/0000-0002-2124-3453"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoyu Wang","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-2124-3453","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I30809798"],"apc_list":null,"apc_paid":null,"fwci":2.5482,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.88349616,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"21","issue":"5","first_page":"3666","last_page":"3675"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.9839000105857849,"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":0.9839000105857849,"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":0.9333000183105469,"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/fragment","display_name":"Fragment (logic)","score":0.6458103656768799},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6140148043632507},{"id":"https://openalex.org/keywords/lithium","display_name":"Lithium (medication)","score":0.5883748531341553},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4351925253868103},{"id":"https://openalex.org/keywords/ion","display_name":"Ion","score":0.4333200454711914},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.41042324900627136},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1671006679534912},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.1194266676902771},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.10791370272636414},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.07253187894821167}],"concepts":[{"id":"https://openalex.org/C2776235265","wikidata":"https://www.wikidata.org/wiki/Q18392052","display_name":"Fragment (logic)","level":2,"score":0.6458103656768799},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6140148043632507},{"id":"https://openalex.org/C2778541603","wikidata":"https://www.wikidata.org/wiki/Q152763","display_name":"Lithium (medication)","level":2,"score":0.5883748531341553},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4351925253868103},{"id":"https://openalex.org/C145148216","wikidata":"https://www.wikidata.org/wiki/Q36496","display_name":"Ion","level":2,"score":0.4333200454711914},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.41042324900627136},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1671006679534912},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.1194266676902771},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.10791370272636414},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.07253187894821167},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"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.2025.3528583","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2025.3528583","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":[{"score":0.6600000262260437,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1172356110","display_name":null,"funder_award_id":"52077140","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2006563637","https://openalex.org/W2017136542","https://openalex.org/W2056207828","https://openalex.org/W2065143979","https://openalex.org/W2078279667","https://openalex.org/W2144352195","https://openalex.org/W2341663352","https://openalex.org/W2891455674","https://openalex.org/W2924382816","https://openalex.org/W2978449012","https://openalex.org/W2999951339","https://openalex.org/W3040694753","https://openalex.org/W3120920550","https://openalex.org/W3125744050","https://openalex.org/W3131442660","https://openalex.org/W3204153041","https://openalex.org/W4205525415","https://openalex.org/W4210537445","https://openalex.org/W4213030023","https://openalex.org/W4280583673","https://openalex.org/W4285172046","https://openalex.org/W4297094429","https://openalex.org/W4310128702","https://openalex.org/W4311833440","https://openalex.org/W4321195933","https://openalex.org/W4353046713","https://openalex.org/W4364856178","https://openalex.org/W4367627240","https://openalex.org/W4387490094"],"related_works":["https://openalex.org/W1973480752","https://openalex.org/W2805502594","https://openalex.org/W3132641048","https://openalex.org/W4403688099","https://openalex.org/W4253208712","https://openalex.org/W31439402","https://openalex.org/W2217679042","https://openalex.org/W1603677234","https://openalex.org/W2525971763","https://openalex.org/W4224039516"],"abstract_inverted_index":{"Existing":[0],"methods":[1],"for":[2,38,65,95],"predicting":[3],"lithium-ion":[4],"battery":[5,29],"remaining":[6],"useful":[7],"lifetime":[8],"(RUL)":[9],"rely":[10],"on":[11],"complete":[12],"capacity":[13],"degradation":[14,74],"data":[15,43,57,71],"or":[16],"extensive":[17],"historical":[18,70],"profiles.":[19],"However,":[20],"such":[21],"sufficient":[22],"conditions":[23],"are":[24],"usually":[25],"unavailable":[26],"in":[27,125,131,153],"practical":[28],"usage.":[30],"To":[31],"cope":[32],"with":[33,41,99,175],"this":[34],"issue,":[35],"a":[36,49,168],"framework":[37,47],"RUL":[39,67,104,126],"estimation":[40],"fragment":[42,69],"is":[44,81,93,128,151],"proposed.":[45],"The":[46,164],"utilizes":[48],"small":[50],"amount":[51],"of":[52,86,113,120,147],"prior":[53],"knowledge":[54],"as":[55],"benchmark":[56],"to":[58,140,161],"create":[59],"an":[60,144],"empirical":[61],"model-based":[62],"predictive":[63,173],"method":[64,166],"estimating":[66],"by":[68,83,156],"during":[72],"nonlinear":[73],"stage.":[75],"A":[76],"more":[77,169],"specified":[78],"parameter":[79,97],"initialization":[80],"obtained":[82],"trend":[84],"identification":[85],"the":[87,111,114],"fragment.":[88],"Particle":[89],"filter":[90],"(PF)":[91],"algorithm":[92],"utilized":[94],"model":[96],"update":[98],"proposed":[100,115,165],"improved":[101],"resampling":[102],"strategy.":[103],"predictions":[105,127],"using":[106],"two":[107],"different":[108],"datasets":[109],"demonstrate":[110],"effectiveness":[112],"method.":[116],"An":[117],"error":[118,145],"margin":[119,146],"less":[121],"than":[122],"ten":[123],"cycles":[124,150],"consistently":[129],"achieved":[130,152],"CS2":[132],"dataset":[133,155],"when":[134],"employing":[135],"fragments":[136,157],"ranging":[137,158],"from":[138,159],"50":[139],"60":[141,160],"cycles.":[142,163],"And":[143],"around":[148],"20":[149],"CX2":[154],"80":[162],"renders":[167],"precise":[170],"and":[171],"stable":[172],"result":[174],"high":[176],"confident":[177],"level.":[178]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
