{"id":"https://openalex.org/W3011501490","doi":"https://doi.org/10.1109/tie.2020.2978688","title":"A Novel Prognostics Approach Using Shifting Kernel Particle Filter of Li-Ion Batteries Under State Changes","display_name":"A Novel Prognostics Approach Using Shifting Kernel Particle Filter of Li-Ion Batteries Under State Changes","publication_year":2020,"publication_date":"2020-03-11","ids":{"openalex":"https://openalex.org/W3011501490","doi":"https://doi.org/10.1109/tie.2020.2978688","mag":"3011501490"},"language":"en","primary_location":{"id":"doi:10.1109/tie.2020.2978688","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2020.2978688","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"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 Electronics","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/A5048359989","display_name":"Seokgoo Kim","orcid":"https://orcid.org/0000-0003-1205-7736"},"institutions":[{"id":"https://openalex.org/I24456540","display_name":"Korea Aerospace University","ror":"https://ror.org/05jmm0651","country_code":"KR","type":"education","lineage":["https://openalex.org/I24456540"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seokgoo Kim","raw_affiliation_strings":["Department of Aerospace and Mechanical Engineering, Korea Aerospace University, Goyang, South Korea"],"raw_orcid":"https://orcid.org/0000-0003-1205-7736","affiliations":[{"raw_affiliation_string":"Department of Aerospace and Mechanical Engineering, Korea Aerospace University, Goyang, South Korea","institution_ids":["https://openalex.org/I24456540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100677722","display_name":"Hyung Jun Park","orcid":"https://orcid.org/0000-0003-3174-2392"},"institutions":[{"id":"https://openalex.org/I24456540","display_name":"Korea Aerospace University","ror":"https://ror.org/05jmm0651","country_code":"KR","type":"education","lineage":["https://openalex.org/I24456540"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyung Jun Park","raw_affiliation_strings":["Department of Aerospace and Mechanical Engineering, Korea Aerospace University, Goyang, South Korea"],"raw_orcid":"https://orcid.org/0000-0003-3174-2392","affiliations":[{"raw_affiliation_string":"Department of Aerospace and Mechanical Engineering, Korea Aerospace University, Goyang, South Korea","institution_ids":["https://openalex.org/I24456540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001505783","display_name":"Joo-Ho Choi","orcid":"https://orcid.org/0000-0002-1709-4491"},"institutions":[{"id":"https://openalex.org/I24456540","display_name":"Korea Aerospace University","ror":"https://ror.org/05jmm0651","country_code":"KR","type":"education","lineage":["https://openalex.org/I24456540"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Joo-Ho Choi","raw_affiliation_strings":["School of Aerospace and Mechanical Engineering, Korea Aerospace University, Goyang, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-1709-4491","affiliations":[{"raw_affiliation_string":"School of Aerospace and Mechanical Engineering, Korea Aerospace University, Goyang, South Korea","institution_ids":["https://openalex.org/I24456540"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053960114","display_name":"Daeil Kwon","orcid":"https://orcid.org/0000-0003-2949-7172"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Daeil Kwon","raw_affiliation_strings":["Department of Systems Management Engineering, Sungkyunkwan University, Suwon, South Korea"],"raw_orcid":"https://orcid.org/0000-0003-2949-7172","affiliations":[{"raw_affiliation_string":"Department of Systems Management Engineering, Sungkyunkwan University, Suwon, South Korea","institution_ids":["https://openalex.org/I848706"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.2712,"has_fulltext":false,"cited_by_count":58,"citation_normalized_percentile":{"value":0.91739095,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"68","issue":"4","first_page":"3485","last_page":"3493"},"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9922999739646912,"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"}},{"id":"https://openalex.org/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9907000064849854,"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/prognostics","display_name":"Prognostics","score":0.9009568095207214},{"id":"https://openalex.org/keywords/particle-filter","display_name":"Particle filter","score":0.6676223278045654},{"id":"https://openalex.org/keywords/degradation","display_name":"Degradation (telecommunications)","score":0.6249516010284424},{"id":"https://openalex.org/keywords/state-of-charge","display_name":"State of charge","score":0.6177887320518494},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.6168875694274902},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.506433367729187},{"id":"https://openalex.org/keywords/fade","display_name":"Fade","score":0.5005271434783936},{"id":"https://openalex.org/keywords/battery-capacity","display_name":"Battery capacity","score":0.4935413599014282},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.4816707372665405},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.46777525544166565},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.43917274475097656},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4363935589790344},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.43565696477890015},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.35925373435020447},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.34316372871398926},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.27336636185646057},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2654191255569458},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11442086100578308},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1020713746547699},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07926791906356812}],"concepts":[{"id":"https://openalex.org/C129364497","wikidata":"https://www.wikidata.org/wiki/Q3042561","display_name":"Prognostics","level":2,"score":0.9009568095207214},{"id":"https://openalex.org/C52421305","wikidata":"https://www.wikidata.org/wiki/Q1151499","display_name":"Particle filter","level":3,"score":0.6676223278045654},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.6249516010284424},{"id":"https://openalex.org/C2776582896","wikidata":"https://www.wikidata.org/wiki/Q5368536","display_name":"State of charge","level":4,"score":0.6177887320518494},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.6168875694274902},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.506433367729187},{"id":"https://openalex.org/C2778518048","wikidata":"https://www.wikidata.org/wiki/Q848346","display_name":"Fade","level":2,"score":0.5005271434783936},{"id":"https://openalex.org/C2989104859","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery capacity","level":4,"score":0.4935413599014282},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.4816707372665405},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.46777525544166565},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.43917274475097656},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4363935589790344},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.43565696477890015},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.35925373435020447},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.34316372871398926},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.27336636185646057},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2654191255569458},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11442086100578308},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1020713746547699},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07926791906356812},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tie.2020.2978688","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2020.2978688","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"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 Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5963788808","display_name":null,"funder_award_id":"2019R1A2C2010028","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W116417043","https://openalex.org/W1628954589","https://openalex.org/W2007536021","https://openalex.org/W2007655149","https://openalex.org/W2038012452","https://openalex.org/W2045487031","https://openalex.org/W2051391399","https://openalex.org/W2056207828","https://openalex.org/W2075143718","https://openalex.org/W2077937117","https://openalex.org/W2078279667","https://openalex.org/W2085942406","https://openalex.org/W2097956058","https://openalex.org/W2124128849","https://openalex.org/W2127342270","https://openalex.org/W2134788745","https://openalex.org/W2136764322","https://openalex.org/W2141026532","https://openalex.org/W2144352195","https://openalex.org/W2150111797","https://openalex.org/W2584089850","https://openalex.org/W2589111654","https://openalex.org/W2740136822","https://openalex.org/W2741768983","https://openalex.org/W2755467298","https://openalex.org/W2770203925","https://openalex.org/W2900886229","https://openalex.org/W2901287750","https://openalex.org/W2903743164","https://openalex.org/W2947106155","https://openalex.org/W3148480311","https://openalex.org/W3153417980","https://openalex.org/W4256097939","https://openalex.org/W6794251298"],"related_works":["https://openalex.org/W4399798250","https://openalex.org/W2962032313","https://openalex.org/W2499270629","https://openalex.org/W3111531074","https://openalex.org/W4390221371","https://openalex.org/W184328560","https://openalex.org/W2989473126","https://openalex.org/W2989808303","https://openalex.org/W4399740918","https://openalex.org/W3048249979"],"abstract_inverted_index":{"Lithium-ion":[0],"(Li-ion)":[1],"batteries":[2,14,62],"are":[3],"used":[4],"in":[5,150],"various":[6],"applications":[7],"as":[8],"the":[9,19,27,33,40,45,51,64,94,103,113,121,127,137,144,160],"rechargeable":[10],"power":[11],"sources.":[12],"The":[13,118],"undergo":[15],"capacity":[16],"fade":[17],"during":[18,50],"repeated":[20],"charge-discharge":[21],"cycles,":[22],"which":[23,76,164],"eventually":[24],"leads":[25,77,165],"to":[26,78,112,159,166],"end":[28],"of":[29,35,44,54,66,73,101,105,120,130,152,155],"life":[30,48],"(EOL).":[31],"For":[32],"purpose":[34],"timely":[36],"replacement":[37],"before":[38],"reaching":[39],"EOL,":[41],"reliable":[42,170],"prediction":[43],"remaining":[46],"useful":[47],"(RUL)":[49],"cycles":[52,70],"is":[53,99,124],"great":[55],"importance.":[56],"However,":[57],"there":[58],"may":[59],"exist":[60],"unhealthy":[61],"exhibiting":[63],"change":[65,107],"state":[67,106],"at":[68],"some":[69],"from":[71],"those":[72],"normal":[74],"degradation,":[75],"their":[79],"EOL":[80],"sooner":[81],"than":[82],"expected.":[83],"In":[84],"this":[85],"article,":[86],"we":[87],"propose":[88],"a":[89,142],"novel":[90],"prognostic":[91],"method":[92,123,146],"using":[93],"particle":[95],"filter":[96],"(PF)":[97],"that":[98],"capable":[100],"detecting":[102],"point":[104],"and":[108,157,169],"adapting":[109],"its":[110],"algorithm":[111],"new":[114,161],"battery":[115,132],"degradation":[116,133,156,162],"pattern.":[117],"performance":[119,149],"proposed":[122,145],"demonstrated":[125],"by":[126],"case":[128],"study":[129],"Li-ion":[131],"data,":[134],"comparing":[135],"with":[136],"original":[138],"PF":[139],"algorithm.":[140],"As":[141],"result,":[143],"shows":[147],"better":[148],"terms":[151],"anomaly":[153],"detection":[154],"adaptability":[158],"process,":[163],"more":[167],"accurate":[168],"RUL":[171],"prediction.":[172]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
