{"id":"https://openalex.org/W4410296389","doi":"https://doi.org/10.1109/tim.2025.3568991","title":"Enhancing Particle Filter Performance for High Accuracy State Estimation and RUL Prediction","display_name":"Enhancing Particle Filter Performance for High Accuracy State Estimation and RUL Prediction","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410296389","doi":"https://doi.org/10.1109/tim.2025.3568991"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2025.3568991","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3568991","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","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/A5076540670","display_name":"Bac Viet Nguyen","orcid":"https://orcid.org/0009-0001-4590-4260"},"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":"Bac Viet Nguyen","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Sungkyunkwan University, Suwon, South Korea"],"raw_orcid":"https://orcid.org/0009-0001-4590-4260","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Sungkyunkwan University, Suwon, South Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024137527","display_name":"Jae Wook Jeon","orcid":"https://orcid.org/0000-0003-0037-112X"},"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":"Jae Wook Jeon","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Sungkyunkwan University, Suwon, South Korea"],"raw_orcid":"https://orcid.org/0000-0003-0037-112X","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Sungkyunkwan University, Suwon, South Korea","institution_ids":["https://openalex.org/I848706"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I848706"],"apc_list":null,"apc_paid":null,"fwci":2.857,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.90278728,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"74","issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9704999923706055,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9704999923706055,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9272000193595886,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.907800018787384,"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/particle-filter","display_name":"Particle filter","score":0.6681056618690491},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.46890461444854736},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4614954888820648},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4334115982055664},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42854586243629456},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.37611323595046997},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3259168267250061},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22302734851837158},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2222919464111328},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19819095730781555}],"concepts":[{"id":"https://openalex.org/C52421305","wikidata":"https://www.wikidata.org/wiki/Q1151499","display_name":"Particle filter","level":3,"score":0.6681056618690491},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.46890461444854736},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4614954888820648},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4334115982055664},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42854586243629456},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.37611323595046997},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3259168267250061},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22302734851837158},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2222919464111328},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19819095730781555},{"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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2025.3568991","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3568991","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.5299999713897705,"display_name":"Affordable and clean energy"},{"id":"https://metadata.un.org/sdg/13","score":0.47999998927116394,"display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1968669537","https://openalex.org/W2007536021","https://openalex.org/W2034380729","https://openalex.org/W2040861280","https://openalex.org/W2051391399","https://openalex.org/W2064675550","https://openalex.org/W2070791763","https://openalex.org/W2071534836","https://openalex.org/W2081829568","https://openalex.org/W2142724780","https://openalex.org/W2155832827","https://openalex.org/W2160337655","https://openalex.org/W2607869084","https://openalex.org/W2649263243","https://openalex.org/W2733581800","https://openalex.org/W2736225434","https://openalex.org/W2740924709","https://openalex.org/W2749949798","https://openalex.org/W2791494834","https://openalex.org/W2791632718","https://openalex.org/W2792931786","https://openalex.org/W2908953301","https://openalex.org/W2910545060","https://openalex.org/W2958041981","https://openalex.org/W2980637217","https://openalex.org/W2985392355","https://openalex.org/W3007551622","https://openalex.org/W3009436815","https://openalex.org/W3096852947","https://openalex.org/W3196397843","https://openalex.org/W4251960031","https://openalex.org/W4253362561","https://openalex.org/W4293565051","https://openalex.org/W4312941270","https://openalex.org/W4320176474","https://openalex.org/W4379805674","https://openalex.org/W4388624348","https://openalex.org/W4401507460","https://openalex.org/W4403390876","https://openalex.org/W4407937711"],"related_works":["https://openalex.org/W2015530857","https://openalex.org/W1991846142","https://openalex.org/W2556064263","https://openalex.org/W1583020711","https://openalex.org/W1521151968","https://openalex.org/W1580685205","https://openalex.org/W2128655648","https://openalex.org/W4233254959","https://openalex.org/W4252024964","https://openalex.org/W4253883008"],"abstract_inverted_index":{"Accurately":[0],"estimating":[1,32],"the":[2,7,22,33,40,59,102,123,128,133,136,152,159,167],"failure":[3,34,94],"state":[4,35,95,129,164],"and":[5,21,55,83,97,114,151,193,201],"predicting":[6],"remaining":[8],"useful":[9],"life":[10],"(RUL)":[11],"of":[12,36,87,125,135,161,170],"a":[13,146,175,185],"system":[14],"are":[15],"important":[16],"for":[17,92,178],"effective":[18],"predictive":[19],"maintenance,":[20],"particle":[23,53,117],"filter":[24],"(PF)":[25],"method":[26,42,104,173],"has":[27,43],"been":[28],"widely":[29],"applied":[30],"in":[31,58],"nonlinear":[37,187],"system.":[38],"However,":[39],"PF":[41],"some":[44],"limitations":[45],"that":[46,78,197],"lead":[47],"to":[48],"performance":[49],"degradation,":[50],"such":[51],"as":[52],"degeneracy":[54,113],"multiple":[56],"solutions":[57],"posterior":[60],"probability":[61],"density":[62],"function":[63],"(PDF).":[64],"To":[65],"address":[66],"these":[67],"limitations,":[68],"this":[69],"paper":[70],"proposes":[71],"an":[72],"Enhancing":[73],"Particle":[74],"Filter":[75],"(EPF)":[76],"algorithm":[77],"integrates":[79],"Gaussian":[80],"Mutation":[81],"(GM)":[82],"Density-Based":[84],"Spatial":[85],"Clustering":[86],"Applications":[88],"with":[89,166,184,206],"Noise":[90],"(DBSCAN)":[91],"robust":[93],"estimation":[96,165],"reliable":[98,179],"RUL":[99,203],"prediction.":[100,181],"Specifically,":[101],"GM":[103],"adaptively":[105],"adjusts":[106],"low-weight":[107],"particles":[108],"into":[109],"high-likelihood":[110],"regions,":[111],"mitigating":[112],"ensuring":[115],"sufficient":[116],"diversity.":[118],"Meanwhile,":[119],"DBSCAN":[120],"clustering":[121],"isolates":[122],"influence":[124],"sub-solutions":[126],"on":[127,141],"prediction":[130],"result,":[131],"enhancing":[132],"accuracy":[134],"estimated":[137],"final":[138],"point.":[139],"Building":[140],"EPF":[142,150,162],"improvements,":[143],"we":[144],"proposed":[145],"new":[147],"framework":[148],"combining":[149],"long":[153],"short-term":[154],"memory":[155],"(LSTM)":[156],"model.":[157],"Combining":[158],"power":[160],"fault":[163],"learning":[168],"capabilities":[169],"LSTM,":[171],"our":[172],"provides":[174],"data-driven":[176],"process":[177],"long-term":[180],"Experimental":[182],"results":[183],"well-known":[186],"benchmark":[188],"system,":[189],"real":[190],"lithium-ion":[191],"batteries,":[192],"bearing":[194],"datasets":[195],"show":[196],"EPF+LSTM":[198],"can":[199],"track":[200],"predict":[202],"effectively":[204],"compared":[205],"other":[207],"methods.":[208]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}