{"id":"https://openalex.org/W2922100345","doi":"https://doi.org/10.1109/tr.2019.2896230","title":"Nonlinear-Drifted Fractional Brownian Motion With Multiple Hidden State Variables for Remaining Useful Life Prediction of Lithium-Ion Batteries","display_name":"Nonlinear-Drifted Fractional Brownian Motion With Multiple Hidden State Variables for Remaining Useful Life Prediction of Lithium-Ion Batteries","publication_year":2019,"publication_date":"2019-03-07","ids":{"openalex":"https://openalex.org/W2922100345","doi":"https://doi.org/10.1109/tr.2019.2896230","mag":"2922100345"},"language":"en","primary_location":{"id":"doi:10.1109/tr.2019.2896230","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2019.2896230","pdf_url":null,"source":{"id":"https://openalex.org/S87725633","display_name":"IEEE Transactions on Reliability","issn_l":"0018-9529","issn":["0018-9529","1558-1721"],"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 Reliability","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/A5087691444","display_name":"Heng Zhang","orcid":"https://orcid.org/0000-0001-7159-9725"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heng Zhang","raw_affiliation_strings":["Center of Aerospace Information Processing and Application, School of Aeronautics and Astronautics, Sichuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Aerospace Information Processing and Application, School of Aeronautics and Astronautics, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058660988","display_name":"Zhenling Mo","orcid":"https://orcid.org/0000-0002-4412-4684"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenling Mo","raw_affiliation_strings":["Center of Aerospace Information Processing and Application, School of Aeronautics and Astronautics, Sichuan University, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-4412-4684","affiliations":[{"raw_affiliation_string":"Center of Aerospace Information Processing and Application, School of Aeronautics and Astronautics, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100398970","display_name":"Jianyu Wang","orcid":"https://orcid.org/0000-0002-3926-7234"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianyu Wang","raw_affiliation_strings":["Center of Aerospace Information Processing and Application, School of Aeronautics and Astronautics, Sichuan University, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-3926-7234","affiliations":[{"raw_affiliation_string":"Center of Aerospace Information Processing and Application, School of Aeronautics and Astronautics, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101754601","display_name":"Qiang Miao","orcid":"https://orcid.org/0000-0002-8879-7266"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Miao","raw_affiliation_strings":["Center of Aerospace Information Processing and Application, School of Aeronautics and Astronautics, Sichuan University, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-8879-7266","affiliations":[{"raw_affiliation_string":"Center of Aerospace Information Processing and Application, School of Aeronautics and Astronautics, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I24185976"],"apc_list":null,"apc_paid":null,"fwci":6.4164,"has_fulltext":false,"cited_by_count":91,"citation_normalized_percentile":{"value":0.96708737,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"69","issue":"2","first_page":"768","last_page":"780"},"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":0.9986000061035156,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9904999732971191,"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/nonlinear-system","display_name":"Nonlinear system","score":0.621532142162323},{"id":"https://openalex.org/keywords/brownian-motion","display_name":"Brownian motion","score":0.5264281034469604},{"id":"https://openalex.org/keywords/fractional-brownian-motion","display_name":"Fractional Brownian motion","score":0.5139217376708984},{"id":"https://openalex.org/keywords/particle-filter","display_name":"Particle filter","score":0.49914050102233887},{"id":"https://openalex.org/keywords/state-of-charge","display_name":"State of charge","score":0.49849796295166016},{"id":"https://openalex.org/keywords/state-variable","display_name":"State variable","score":0.45125046372413635},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.44303205609321594},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4347992241382599},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.43278688192367554},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4252718687057495},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3394588828086853},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.30991044640541077},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.28069478273391724},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16736015677452087},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16531801223754883},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1435050666332245}],"concepts":[{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.621532142162323},{"id":"https://openalex.org/C112401455","wikidata":"https://www.wikidata.org/wiki/Q178036","display_name":"Brownian motion","level":2,"score":0.5264281034469604},{"id":"https://openalex.org/C108819105","wikidata":"https://www.wikidata.org/wiki/Q1143293","display_name":"Fractional Brownian motion","level":3,"score":0.5139217376708984},{"id":"https://openalex.org/C52421305","wikidata":"https://www.wikidata.org/wiki/Q1151499","display_name":"Particle filter","level":3,"score":0.49914050102233887},{"id":"https://openalex.org/C2776582896","wikidata":"https://www.wikidata.org/wiki/Q5368536","display_name":"State of charge","level":4,"score":0.49849796295166016},{"id":"https://openalex.org/C129537906","wikidata":"https://www.wikidata.org/wiki/Q7603913","display_name":"State variable","level":2,"score":0.45125046372413635},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.44303205609321594},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4347992241382599},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.43278688192367554},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4252718687057495},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3394588828086853},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.30991044640541077},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28069478273391724},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16736015677452087},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16531801223754883},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1435050666332245},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","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},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tr.2019.2896230","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2019.2896230","pdf_url":null,"source":{"id":"https://openalex.org/S87725633","display_name":"IEEE Transactions on Reliability","issn_l":"0018-9529","issn":["0018-9529","1558-1721"],"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 Reliability","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/12","score":0.4099999964237213,"display_name":"Responsible consumption and production"}],"awards":[{"id":"https://openalex.org/G4081870416","display_name":null,"funder_award_id":"LSU-KFJJ-2018-03","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G6013065353","display_name":null,"funder_award_id":"51675355","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/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1015042224","https://openalex.org/W1969150846","https://openalex.org/W1969559395","https://openalex.org/W1982035197","https://openalex.org/W2007536021","https://openalex.org/W2007655149","https://openalex.org/W2013995673","https://openalex.org/W2017821362","https://openalex.org/W2025488804","https://openalex.org/W2049045003","https://openalex.org/W2061659083","https://openalex.org/W2066518279","https://openalex.org/W2076601007","https://openalex.org/W2077310260","https://openalex.org/W2078279667","https://openalex.org/W2085942406","https://openalex.org/W2094241610","https://openalex.org/W2095027161","https://openalex.org/W2108898839","https://openalex.org/W2109539992","https://openalex.org/W2110784315","https://openalex.org/W2126445794","https://openalex.org/W2155832827","https://openalex.org/W2523377413","https://openalex.org/W2560706027","https://openalex.org/W2588379369","https://openalex.org/W2589111654","https://openalex.org/W2590632384","https://openalex.org/W2597586889","https://openalex.org/W2604957411","https://openalex.org/W2621339217","https://openalex.org/W2729150869","https://openalex.org/W2735544324","https://openalex.org/W2752776539","https://openalex.org/W2768606939","https://openalex.org/W2769053641","https://openalex.org/W2774791859","https://openalex.org/W2776654251","https://openalex.org/W2781930323","https://openalex.org/W2783293283","https://openalex.org/W2802739963","https://openalex.org/W2809946251"],"related_works":["https://openalex.org/W2373202200","https://openalex.org/W4390048237","https://openalex.org/W2753870633","https://openalex.org/W4321513530","https://openalex.org/W2165241701","https://openalex.org/W3021897514","https://openalex.org/W2015530857","https://openalex.org/W3034439966","https://openalex.org/W2960646972","https://openalex.org/W2343737519"],"abstract_inverted_index":{"Lithium-ion":[0],"rechargeable":[1],"batteries":[2,29],"are":[3,124,141,172],"widely":[4],"used":[5,142,173],"in":[6,17,34,42,59,194],"various":[7],"electronic":[8],"products":[9],"and":[10,38,75,136],"equipment":[11],"due":[12],"to":[13,44,114,143,174,181],"their":[14],"immense":[15],"benefits":[16],"power":[18,47],"supplying.":[19],"The":[20],"exact":[21],"remaining":[22],"useful":[23],"life":[24],"(RUL)":[25],"prediction":[26,82,98,178,189],"of":[27,121,131,148,161],"lithium-ion":[28,132,162],"has":[30],"shown":[31],"excellent":[32],"achievements":[33],"preventing":[35],"severe":[36],"economic":[37],"security":[39],"consequences":[40],"incurred":[41],"failing":[43],"provide":[45],"necessary":[46],"levels.":[48],"Recently,":[49],"the":[50,79,119,138,146,149,176,187,195],"nonlinear-drifted":[51,102],"fractional":[52,86,103],"Brownian":[53,87,104],"motion":[54,88,105],"made":[55],"quite":[56],"a":[57,97],"splash":[58],"RUL":[60,81,196],"prediction,":[61],"since":[62],"its":[63],"first":[64],"hitting":[65],"time":[66],"distribution":[67,147],"can":[68],"be":[69],"approximated":[70],"by":[71,154,167],"weak":[72],"convergence":[73],"theorem":[74],"time-space":[76],"transformation.":[77],"However,":[78],"previous":[80],"methods":[83],"based":[84,100],"on":[85,101],"only":[89],"considered":[90],"current":[91],"state":[92,109,129,139,152],"measurement.":[93],"In":[94],"this":[95],"paper,":[96],"framework":[99,190],"with":[106,184],"multiple":[107,150],"hidden":[108,128,151],"variables":[110,130,153],"is":[111],"put":[112],"forward":[113],"estimate":[115,145],"RUL.":[116],"Specifically,":[117],"all":[118,137],"parameters":[120],"nonlinear":[122],"function":[123],"defined":[125],"as":[126],"specific":[127],"battery":[133,163],"degradation":[134,164],"model,":[135],"measurements":[140],"posteriorly":[144],"unscented":[155],"particle":[156],"filter":[157],"algorithm.":[158],"Four":[159],"sets":[160],"data":[165],"provided":[166],"NASA":[168],"Ames":[169],"Research":[170],"Center":[171],"validate":[175],"proposed":[177,188],"framework.":[179],"According":[180],"comparison":[182],"study":[183],"other":[185],"methods,":[186],"demonstrates":[191],"greater":[192],"precision":[193],"prediction.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":18},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}