{"id":"https://openalex.org/W3171217283","doi":"https://doi.org/10.1109/indin45582.2020.9442125","title":"Remaining useful life Prediction for lithium-ion battery based on CEEMDAN and SVR","display_name":"Remaining useful life Prediction for lithium-ion battery based on CEEMDAN and SVR","publication_year":2020,"publication_date":"2020-07-20","ids":{"openalex":"https://openalex.org/W3171217283","doi":"https://doi.org/10.1109/indin45582.2020.9442125","mag":"3171217283"},"language":"en","primary_location":{"id":"doi:10.1109/indin45582.2020.9442125","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin45582.2020.9442125","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 18th International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-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/A5048796931","display_name":"Yuanhao Shi","orcid":"https://orcid.org/0000-0001-5680-5658"},"institutions":[{"id":"https://openalex.org/I135714990","display_name":"North University of China","ror":"https://ror.org/047bp1713","country_code":"CN","type":"education","lineage":["https://openalex.org/I135714990"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuanhao Shi","raw_affiliation_strings":["School of Electrical and Control Engineering, North University of China, Taiyuan, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Control Engineering, North University of China, Taiyuan, China","institution_ids":["https://openalex.org/I135714990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007046567","display_name":"Yanru Yang","orcid":"https://orcid.org/0000-0002-2968-2768"},"institutions":[{"id":"https://openalex.org/I135714990","display_name":"North University of China","ror":"https://ror.org/047bp1713","country_code":"CN","type":"education","lineage":["https://openalex.org/I135714990"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanru Yang","raw_affiliation_strings":["School of Electrical and Control Engineering, North University of China, Taiyuan, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Control Engineering, North University of China, Taiyuan, China","institution_ids":["https://openalex.org/I135714990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101783083","display_name":"Jie Wen","orcid":"https://orcid.org/0000-0003-0302-4123"},"institutions":[{"id":"https://openalex.org/I135714990","display_name":"North University of China","ror":"https://ror.org/047bp1713","country_code":"CN","type":"education","lineage":["https://openalex.org/I135714990"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Wen","raw_affiliation_strings":["School of Electrical and Control Engineering, North University of China, Taiyuan, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Control Engineering, North University of China, Taiyuan, China","institution_ids":["https://openalex.org/I135714990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059223385","display_name":"Fangshu Cui","orcid":"https://orcid.org/0009-0003-8694-1919"},"institutions":[{"id":"https://openalex.org/I135714990","display_name":"North University of China","ror":"https://ror.org/047bp1713","country_code":"CN","type":"education","lineage":["https://openalex.org/I135714990"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fangshu Cui","raw_affiliation_strings":["School of Data Science and Technology, North University of China, Taiyuan, China"],"affiliations":[{"raw_affiliation_string":"School of Data Science and Technology, North University of China, Taiyuan, China","institution_ids":["https://openalex.org/I135714990"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100777024","display_name":"Jingcheng Wang","orcid":"https://orcid.org/0000-0002-4277-1263"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingcheng Wang","raw_affiliation_strings":["Department of Automation, Shanghai Jiao Tong University and Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Shanghai Jiao Tong University and Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5048796931"],"corresponding_institution_ids":["https://openalex.org/I135714990"],"apc_list":null,"apc_paid":null,"fwci":0.8144,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.7473779,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"888","last_page":"893"},"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":0.9959999918937683,"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/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9833999872207642,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.7053854465484619},{"id":"https://openalex.org/keywords/hilbert\u2013huang-transform","display_name":"Hilbert\u2013Huang transform","score":0.6803298592567444},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6381691694259644},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5480496883392334},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5376378893852234},{"id":"https://openalex.org/keywords/lithium","display_name":"Lithium (medication)","score":0.5039278864860535},{"id":"https://openalex.org/keywords/battery-capacity","display_name":"Battery capacity","score":0.45527711510658264},{"id":"https://openalex.org/keywords/lithium-ion-battery","display_name":"Lithium-ion battery","score":0.4371304512023926},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3365088403224945},{"id":"https://openalex.org/keywords/white-noise","display_name":"White noise","score":0.3293675184249878},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2896708846092224},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.26603055000305176},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.24318984150886536},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07687193155288696}],"concepts":[{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.7053854465484619},{"id":"https://openalex.org/C25570617","wikidata":"https://www.wikidata.org/wiki/Q1006462","display_name":"Hilbert\u2013Huang transform","level":3,"score":0.6803298592567444},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6381691694259644},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5480496883392334},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5376378893852234},{"id":"https://openalex.org/C2778541603","wikidata":"https://www.wikidata.org/wiki/Q152763","display_name":"Lithium (medication)","level":2,"score":0.5039278864860535},{"id":"https://openalex.org/C2989104859","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery capacity","level":4,"score":0.45527711510658264},{"id":"https://openalex.org/C2779197387","wikidata":"https://www.wikidata.org/wiki/Q2822895","display_name":"Lithium-ion battery","level":4,"score":0.4371304512023926},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3365088403224945},{"id":"https://openalex.org/C112633086","wikidata":"https://www.wikidata.org/wiki/Q381287","display_name":"White noise","level":2,"score":0.3293675184249878},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2896708846092224},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26603055000305176},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.24318984150886536},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07687193155288696},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","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/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/indin45582.2020.9442125","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin45582.2020.9442125","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 18th International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12","score":0.5400000214576721}],"awards":[{"id":"https://openalex.org/G1592766529","display_name":null,"funder_award_id":"201801D121159,201801D221208","funder_id":"https://openalex.org/F4320322666","funder_display_name":"Natural Science Foundation of Shanxi Province"},{"id":"https://openalex.org/G4778943803","display_name":null,"funder_award_id":"61533013","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/F4320322666","display_name":"Natural Science Foundation of Shanxi Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2071280205","https://openalex.org/W2125056386","https://openalex.org/W2125884948","https://openalex.org/W2155832827","https://openalex.org/W2345979296","https://openalex.org/W2405191498","https://openalex.org/W2497266549","https://openalex.org/W2560706027","https://openalex.org/W2729150869","https://openalex.org/W2770378831","https://openalex.org/W2791494814","https://openalex.org/W2795701208","https://openalex.org/W2799353157","https://openalex.org/W2955134049","https://openalex.org/W2971347650","https://openalex.org/W2985584294","https://openalex.org/W2999053608","https://openalex.org/W2999467299"],"related_works":["https://openalex.org/W2768611900","https://openalex.org/W4308964873","https://openalex.org/W2995074223","https://openalex.org/W2357719166","https://openalex.org/W2729780499","https://openalex.org/W2384016584","https://openalex.org/W2543699259","https://openalex.org/W1983017669","https://openalex.org/W4304091536","https://openalex.org/W4224246090"],"abstract_inverted_index":{"Estimation":[0],"of":[1,23,33,50,111,127,158],"lithium-ion":[2,12,24,41,141,147],"battery":[3,13,35,42,148],"remaining":[4,19],"useful":[5,20],"life":[6,21],"(RUL)":[7],"is":[8,26,67,78,92,103,122,134,164],"the":[9,30,34,48,81,85,100,116,125,132,137,146,156,159],"key":[10],"to":[11,107,139],"health.":[14],"Achieving":[15],"accurate":[16],"and":[17,60,70,84,90,96,131],"reliable":[18],"prediction":[22,44,129,162],"batteries":[25],"very":[27],"vital":[28],"for":[29],"normal":[31],"operation":[32],"system.":[36],"This":[37],"paper":[38],"proposes":[39],"a":[40,74,109],"RUL":[43,142,161],"method":[45],"based":[46],"on":[47,145],"combination":[49],"complete":[51],"ensemble":[52],"empirical":[53],"mode":[54],"decomposition":[55],"with":[56],"adaptive":[57],"noise":[58],"(CEEMDAN)":[59],"support":[61],"vector":[62],"machine":[63],"regression":[64],"(SVR)":[65],"which":[66],"multiple":[68],"input":[69,126],"single":[71],"output.":[72],"First,":[73],"measurable":[75],"health":[76,88,101,117],"factor":[77,89,102,118],"extracted":[79],"during":[80],"discharge":[82],"process,":[83],"correlation":[86],"between":[87],"capacity":[91,133],"analyzed":[93],"by":[94,105,120,153],"Pearson":[95],"Spearman":[97],"methods.":[98],"Then,":[99],"decomposed":[104,119],"CEEMDAN":[106,121],"obtain":[108],"series":[110],"relatively":[112],"stable":[113],"components.":[114],"Finally,":[115],"used":[123,135],"as":[124,136],"SVR":[128],"model,":[130],"output,":[138],"realize":[140],"prediction.":[143],"Based":[144],"degradation":[149],"data":[150],"set":[151],"provided":[152],"NASA":[154],"PCoE,":[155],"effectiveness":[157],"proposed":[160],"model":[163],"verified.":[165]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}
