{"id":"https://openalex.org/W4400998955","doi":"https://doi.org/10.1177/01423312241257305","title":"A novel remaining useful life prediction method based on gated recurrent unit network optimized by tunicate swarm algorithm for lithium-ion batteries","display_name":"A novel remaining useful life prediction method based on gated recurrent unit network optimized by tunicate swarm algorithm for lithium-ion batteries","publication_year":2024,"publication_date":"2024-07-24","ids":{"openalex":"https://openalex.org/W4400998955","doi":"https://doi.org/10.1177/01423312241257305"},"language":"en","primary_location":{"id":"doi:10.1177/01423312241257305","is_oa":false,"landing_page_url":"https://doi.org/10.1177/01423312241257305","pdf_url":null,"source":{"id":"https://openalex.org/S24148485","display_name":"Transactions of the Institute of Measurement and Control","issn_l":"0142-3312","issn":["0142-3312","1477-0369"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Institute of Measurement and Control","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/A5103055990","display_name":"Q. Zhai","orcid":"https://orcid.org/0009-0005-7487-7512"},"institutions":[{"id":"https://openalex.org/I83776822","display_name":"Shandong Institute of Business and Technology","ror":"https://ror.org/03rrkrc24","country_code":"CN","type":"education","lineage":["https://openalex.org/I83776822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qianchun Zhai","raw_affiliation_strings":["College of Information and Electronic Engineering, Shandong Technology and Business University, Yantai, Shandong, China"],"raw_orcid":"https://orcid.org/0009-0005-7487-7512","affiliations":[{"raw_affiliation_string":"College of Information and Electronic Engineering, Shandong Technology and Business University, Yantai, Shandong, China","institution_ids":["https://openalex.org/I83776822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100738630","display_name":"Jing Sun","orcid":"https://orcid.org/0000-0002-3896-9605"},"institutions":[{"id":"https://openalex.org/I83776822","display_name":"Shandong Institute of Business and Technology","ror":"https://ror.org/03rrkrc24","country_code":"CN","type":"education","lineage":["https://openalex.org/I83776822"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jing Sun","raw_affiliation_strings":["College of Information and Electronic Engineering, Shandong Technology and Business University, Yantai, Shandong, China"],"raw_orcid":"https://orcid.org/0000-0002-3896-9605","affiliations":[{"raw_affiliation_string":"College of Information and Electronic Engineering, Shandong Technology and Business University, Yantai, Shandong, China","institution_ids":["https://openalex.org/I83776822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029531312","display_name":"Yunlong Shang","orcid":"https://orcid.org/0000-0002-4467-0677"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunlong Shang","raw_affiliation_strings":["School of Control Science and Engineering, Shandong University, Jinan, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Control Science and Engineering, Shandong University, Jinan, Shandong, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041138115","display_name":"Haofan Wang","orcid":"https://orcid.org/0009-0001-9856-3666"},"institutions":[{"id":"https://openalex.org/I83776822","display_name":"Shandong Institute of Business and Technology","ror":"https://ror.org/03rrkrc24","country_code":"CN","type":"education","lineage":["https://openalex.org/I83776822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haofan Wang","raw_affiliation_strings":["College of Information and Electronic Engineering, Shandong Technology and Business University, Yantai, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Electronic Engineering, Shandong Technology and Business University, Yantai, Shandong, China","institution_ids":["https://openalex.org/I83776822"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100738630"],"corresponding_institution_ids":["https://openalex.org/I83776822"],"apc_list":null,"apc_paid":null,"fwci":0.3283,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.54763674,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"47","issue":"15","first_page":"3124","last_page":"3137"},"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/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9915000200271606,"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":0.9884999990463257,"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/backup","display_name":"Backup","score":0.5525158643722534},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.5276293158531189},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5263316035270691},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43340012431144714},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.409219890832901},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36237868666648865},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.35689330101013184},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.09953871369361877}],"concepts":[{"id":"https://openalex.org/C2780945871","wikidata":"https://www.wikidata.org/wiki/Q194274","display_name":"Backup","level":2,"score":0.5525158643722534},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.5276293158531189},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5263316035270691},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43340012431144714},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.409219890832901},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36237868666648865},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.35689330101013184},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.09953871369361877},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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":1,"locations":[{"id":"doi:10.1177/01423312241257305","is_oa":false,"landing_page_url":"https://doi.org/10.1177/01423312241257305","pdf_url":null,"source":{"id":"https://openalex.org/S24148485","display_name":"Transactions of the Institute of Measurement and Control","issn_l":"0142-3312","issn":["0142-3312","1477-0369"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Institute of Measurement and Control","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/12","score":0.5,"display_name":"Responsible consumption and production"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W2589111654","https://openalex.org/W2612210564","https://openalex.org/W2746868218","https://openalex.org/W2790625295","https://openalex.org/W2899792027","https://openalex.org/W3013372615","https://openalex.org/W3040694753","https://openalex.org/W3045614568","https://openalex.org/W3096710383","https://openalex.org/W3110287425","https://openalex.org/W3132823503","https://openalex.org/W3155363590","https://openalex.org/W3164975616","https://openalex.org/W3175326495","https://openalex.org/W3187851387","https://openalex.org/W3200775191","https://openalex.org/W3214422534","https://openalex.org/W4200021389","https://openalex.org/W4200097841","https://openalex.org/W4205522416","https://openalex.org/W4213030023","https://openalex.org/W4214886143","https://openalex.org/W4224324247","https://openalex.org/W4281394975","https://openalex.org/W4285117518","https://openalex.org/W4285303911","https://openalex.org/W4289886881","https://openalex.org/W4307897928","https://openalex.org/W4312117848","https://openalex.org/W4319299604","https://openalex.org/W4320520392","https://openalex.org/W4321767419"],"related_works":["https://openalex.org/W2955195711","https://openalex.org/W2354454611","https://openalex.org/W2993266126","https://openalex.org/W2392283887","https://openalex.org/W2351388597","https://openalex.org/W2939925694","https://openalex.org/W2829881200","https://openalex.org/W4241986464","https://openalex.org/W2184647741","https://openalex.org/W1985525502"],"abstract_inverted_index":{"Lithium-ion":[0],"batteries":[1,35],"have":[2],"a":[3,64],"wide":[4],"range":[5],"of":[6,11,27,33,57,61,93,143,153,171],"applications":[7],"in":[8,82,122],"the":[9,28,53,58,86,90,94,100,104,111,123,129,133,139,144,172],"field":[10],"new":[12],"energy":[13],"vehicles":[14],"with":[15,179],"advantages":[16],"including":[17],"small":[18],"size,":[19],"high":[20],"efficiency,":[21],"and":[22,43,55,141,157,161],"low":[23],"pollution.":[24],"Accurate":[25],"prediction":[26,60,65,101,134,147,182],"remaining":[29],"useful":[30],"life":[31,91],"(RUL)":[32],"lithium-ion":[34,62],"is":[36,67,107,175],"particularly":[37],"important":[38],"to":[39,109,131,137],"reduce":[40],"unintended":[41],"maintenance":[42],"avoid":[44],"safety":[45],"incidents":[46],"caused":[47],"by":[48,77,128,177],"battery":[49,96],"aging.":[50],"To":[51],"improve":[52],"accuracy":[54],"robustness":[56],"RUL":[59,117,146],"batteries,":[63],"method":[66,174],"proposed":[68,145,173],"based":[69],"on":[70],"gated":[71],"recurrent":[72],"unit":[73],"(GRU)":[74],"network":[75,106,125],"optimized":[76,127],"tunicate":[78],"swarm":[79],"algorithm":[80],"(TSA)":[81],"this":[83],"paper.":[84],"First,":[85],"capacity":[87],"data":[88,149],"during":[89],"cycle":[92],"aging":[95],"are":[97,126,165],"extracted":[98],"as":[99],"feature.":[102],"Then,":[103],"GRU":[105,124],"used":[108],"capture":[110],"dependencies":[112],"between":[113],"degraded":[114],"capacities":[115],"for":[116,167],"prediction.":[118],"The":[119,169],"main":[120],"hyperparameters":[121],"TSA":[130],"maximize":[132],"performance.":[135],"Finally,":[136],"ensure":[138],"validity":[140],"generalizability":[142],"method,":[148],"sets":[150],"from":[151],"University":[152],"Maryland,":[154],"National":[155],"Aeronautics":[156],"Space":[158],"Administration":[159],"(NASA),":[160],"our":[162],"own":[163],"laboratory":[164],"selected":[166],"validation.":[168],"superiority":[170],"verified":[176],"comparison":[178],"other":[180],"different":[181],"methods.":[183]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}