{"id":"https://openalex.org/W3009583058","doi":"https://doi.org/10.1109/access.2020.2978245","title":"An Improved Unscented Particle Filter Method for Remaining Useful Life Prognostic of Lithium-ion Batteries With Li(NiMnCo)O<sub>2</sub> Cathode With Capacity Diving","display_name":"An Improved Unscented Particle Filter Method for Remaining Useful Life Prognostic of Lithium-ion Batteries With Li(NiMnCo)O<sub>2</sub> Cathode With Capacity Diving","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3009583058","doi":"https://doi.org/10.1109/access.2020.2978245","mag":"3009583058"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2978245","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2978245","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09024059.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09024059.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012977841","display_name":"Xinwei Cong","orcid":"https://orcid.org/0000-0003-4104-6542"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinwei Cong","raw_affiliation_strings":["National Active Distribution Network Technology Research Center (NANTEC), Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-4104-6542","affiliations":[{"raw_affiliation_string":"National Active Distribution Network Technology Research Center (NANTEC), Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103137266","display_name":"Caiping Zhang","orcid":"https://orcid.org/0000-0003-4089-5323"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Caiping Zhang","raw_affiliation_strings":["National Active Distribution Network Technology Research Center (NANTEC), Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-4089-5323","affiliations":[{"raw_affiliation_string":"National Active Distribution Network Technology Research Center (NANTEC), Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029006004","display_name":"Jiuchun Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210092257","display_name":"China Guangzhou Analysis and Testing Center","ror":"https://ror.org/00d6bjs95","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210092257"]},{"id":"https://openalex.org/I74525822","display_name":"Hubei University of Technology","ror":"https://ror.org/02d3fj342","country_code":"CN","type":"education","lineage":["https://openalex.org/I74525822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiuchun Jiang","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Hubei University of Technology, Hubei, China","Shenzhen Precise Testing Technology Company Ltd., Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-4682-9191","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Hubei University of Technology, Hubei, China","institution_ids":["https://openalex.org/I74525822"]},{"raw_affiliation_string":"Shenzhen Precise Testing Technology Company Ltd., Shenzhen, China","institution_ids":["https://openalex.org/I4210092257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046391689","display_name":"Weige Zhang","orcid":"https://orcid.org/0000-0002-7838-0352"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weige Zhang","raw_affiliation_strings":["National Active Distribution Network Technology Research Center (NANTEC), Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-7838-0352","affiliations":[{"raw_affiliation_string":"National Active Distribution Network Technology Research Center (NANTEC), Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101482226","display_name":"Yan Jiang","orcid":"https://orcid.org/0000-0001-8928-772X"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Jiang","raw_affiliation_strings":["School of Electric Power, South China University of Technology, Guangzhou, China","Sunwoda Electronic Company Ltd., Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-8928-772X","affiliations":[{"raw_affiliation_string":"School of Electric Power, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]},{"raw_affiliation_string":"Sunwoda Electronic Company Ltd., Shenzhen, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045414160","display_name":"Xinyu Jia","orcid":"https://orcid.org/0000-0002-7672-3964"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyu Jia","raw_affiliation_strings":["National Active Distribution Network Technology Research Center (NANTEC), Beijing Jiaotong University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Active Distribution Network Technology Research Center (NANTEC), Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.5282,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.82210053,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"8","issue":null,"first_page":"58717","last_page":"58729"},"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":0.9991999864578247,"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":0.994700014591217,"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/noise","display_name":"Noise (video)","score":0.6430123448371887},{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.5781679153442383},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.5659449696540833},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5536311268806458},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.5426022410392761},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.5189921259880066},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.4940774738788605},{"id":"https://openalex.org/keywords/particle-filter","display_name":"Particle filter","score":0.4737706482410431},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.429364413022995},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41533902287483215},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.41459745168685913},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.38237857818603516},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2402016818523407},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22726595401763916},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.22245362401008606},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2171648144721985},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.14624187350273132},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14426562190055847},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12020212411880493},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.08475595712661743}],"concepts":[{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6430123448371887},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.5781679153442383},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.5659449696540833},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5536311268806458},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.5426022410392761},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.5189921259880066},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.4940774738788605},{"id":"https://openalex.org/C52421305","wikidata":"https://www.wikidata.org/wiki/Q1151499","display_name":"Particle filter","level":3,"score":0.4737706482410431},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.429364413022995},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41533902287483215},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.41459745168685913},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.38237857818603516},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2402016818523407},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22726595401763916},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.22245362401008606},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2171648144721985},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.14624187350273132},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14426562190055847},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12020212411880493},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.08475595712661743},{"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/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"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":2,"locations":[{"id":"doi:10.1109/access.2020.2978245","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2978245","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09024059.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:92c503404995416eb2c36971d9105eea","is_oa":true,"landing_page_url":"https://doaj.org/article/92c503404995416eb2c36971d9105eea","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 58717-58729 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2978245","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2978245","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09024059.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1104281574","display_name":null,"funder_award_id":"51977007","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1935874687","display_name":"\u9ad8\u6bd4\u80fd\u91cf\u9502\u79bb\u5b50\u7535\u6c60\u6027\u80fd\u8870\u51cf\u673a\u5236\u3001\u5bff\u547d\u9884\u6d4b\u53ca\u8010\u4e45\u6027\u7ba1\u7406\u6280\u672f\u57fa\u7840","funder_award_id":"U1664255","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6139468613","display_name":null,"funder_award_id":"61633015","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6290962326","display_name":null,"funder_award_id":"U1664255","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6381492679","display_name":null,"funder_award_id":"2018YFB0905304","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7464391327","display_name":null,"funder_award_id":"2018YFB0905304","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program 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/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3009583058.pdf","grobid_xml":"https://content.openalex.org/works/W3009583058.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W1981143845","https://openalex.org/W1981460882","https://openalex.org/W2001975444","https://openalex.org/W2004899107","https://openalex.org/W2007536021","https://openalex.org/W2007655149","https://openalex.org/W2017136542","https://openalex.org/W2023516196","https://openalex.org/W2060558956","https://openalex.org/W2061659083","https://openalex.org/W2064175677","https://openalex.org/W2078279667","https://openalex.org/W2085942406","https://openalex.org/W2107723488","https://openalex.org/W2165344987","https://openalex.org/W2320867305","https://openalex.org/W2333401465","https://openalex.org/W2497266549","https://openalex.org/W2513996097","https://openalex.org/W2573443283","https://openalex.org/W2752452759","https://openalex.org/W2772728162","https://openalex.org/W2781930323","https://openalex.org/W2790625295","https://openalex.org/W2912560232","https://openalex.org/W2924382816","https://openalex.org/W2943460745","https://openalex.org/W2944571264","https://openalex.org/W2950735432","https://openalex.org/W2963378837","https://openalex.org/W3140707706"],"related_works":["https://openalex.org/W1978572805","https://openalex.org/W2383807498","https://openalex.org/W1997992934","https://openalex.org/W1987225439","https://openalex.org/W4238188170","https://openalex.org/W2125114371","https://openalex.org/W2019977573","https://openalex.org/W2149980199","https://openalex.org/W3125766170","https://openalex.org/W2925692864"],"abstract_inverted_index":{"An":[0,44],"improved":[1,20,81,190],"method":[2,175],"for":[3,48,117],"the":[4,49,52,63,69,80,96,107,112,129,134,158,173,177],"remaining":[5],"useful":[6],"life":[7],"(RUL)":[8],"prognostic":[9],"of":[10,39,95,106,142,160],"Lithium-ion":[11],"batteries":[12],"with":[13,27,114],"Li(NiMnCo)O":[14],"<sub":[15],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[16],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sub>":[17],"cathode":[18],"using":[19],"unscented":[21],"particle":[22],"filter":[23],"(UPF)":[24],"is":[25,56,72,89],"proposed":[26,97,174],"respect":[28],"to":[29,62,101,151,163,176],"capacity":[30,34,130],"diving":[31],"in":[32,86,91],"later":[33],"degradation":[35],"curve.":[36],"Key":[37],"points":[38],"this":[40],"paper":[41],"are:":[42],"(1)":[43],"appropriate":[45],"empirical":[46],"model":[47,118],"situation":[50],"as":[51,59,100,148],"most":[53],"contributive":[54],"work,":[55],"put":[57],"forward":[58],"an":[60],"alternative":[61],"widely":[64],"used":[65],"UPF":[66],"models,":[67],"and":[68,79,137,192],"prediction":[70,108,193],"performance":[71,194],"respectively":[73],"verified":[74],"by":[75,165,171,180],"least":[76],"square":[77,140],"fitting":[78,143],"UPF;":[82],"(2)":[83],"Systematic":[84],"noise":[85],"Gamma":[87],"distribution":[88],"attempted":[90],"state":[92],"space":[93],"equations":[94],"method,":[98],"so":[99],"avoid":[102],"potential":[103],"shape":[104],"shifting":[105],"curve":[109],"after":[110],"sampling":[111],"particles":[113],"Gaussian":[115],"noise,":[116],"parameters":[119],"could":[120,144],"get":[121,145],"zero-crossed;":[122],"(3)":[123],"With":[124],"training":[125],"data":[126,164,179],"preprocessed":[127],"considering":[128],"recovery":[131],"phenomenon":[132],"concisely,":[133],"residual":[135],"error":[136,141],"root":[138],"mean":[139],"further":[146],"reduced,":[147],"a":[149],"supplement":[150],"traditional":[152],"treatments":[153],"like":[154],"smoothing,":[155],"thus":[156],"relieving":[157],"sensitivity":[159],"data-driven":[161],"methods":[162],"enhancing":[166],"quality.":[167],"Validations":[168],"are":[169],"implemented":[170],"applying":[172],"battery":[178],"conducting":[181],"cycle":[182],"aging":[183],"tests":[184],"under":[185],"different":[186],"working":[187],"conditions,":[188],"where":[189],"approximation":[191],"can":[195],"be":[196],"obtained.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
