{"id":"https://openalex.org/W4404563744","doi":"https://doi.org/10.1109/tim.2024.3497053","title":"A Bayesian Inferred Health Prognosis and State of Charge Estimation for Power Batteries","display_name":"A Bayesian Inferred Health Prognosis and State of Charge Estimation for Power Batteries","publication_year":2024,"publication_date":"2024-11-20","ids":{"openalex":"https://openalex.org/W4404563744","doi":"https://doi.org/10.1109/tim.2024.3497053"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2024.3497053","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3497053","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/A5023704628","display_name":"Guangzhong Dong","orcid":"https://orcid.org/0000-0002-0757-8580"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangzhong Dong","raw_affiliation_strings":["School of Mechanical Engineering and Automation, Harbin Institute of Technology Shenzhen, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-0757-8580","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering and Automation, Harbin Institute of Technology Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103792281","display_name":"Fukang Shen","orcid":"https://orcid.org/0009-0001-4580-5174"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fukang Shen","raw_affiliation_strings":["School of Mechanical Engineering and Automation, Harbin Institute of Technology Shenzhen, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0001-4580-5174","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering and Automation, Harbin Institute of Technology Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027084177","display_name":"Li Sun","orcid":"https://orcid.org/0000-0002-8866-7875"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Sun","raw_affiliation_strings":["School of Mechanical Engineering and Automation, Harbin Institute of Technology Shenzhen, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-8866-7875","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering and Automation, Harbin Institute of Technology Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100381703","display_name":"Mingming Zhang","orcid":"https://orcid.org/0009-0004-4299-9243"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingming Zhang","raw_affiliation_strings":["School of Mechanical Engineering and Automation, Harbin Institute of Technology Shenzhen, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0004-4299-9243","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering and Automation, Harbin Institute of Technology Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040644418","display_name":"Jingwen Wei","orcid":"https://orcid.org/0000-0001-9185-3604"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingwen Wei","raw_affiliation_strings":["School of Management and Engineering, Nanjing University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-9185-3604","affiliations":[{"raw_affiliation_string":"School of Management and Engineering, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3322,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.78367686,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"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/T10663","display_name":"Advanced Battery Technologies Research","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9316999912261963,"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/T10018","display_name":"Advancements in Battery Materials","score":0.9215999841690063,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.6285719871520996},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.5742252469062805},{"id":"https://openalex.org/keywords/state-of-charge","display_name":"State of charge","score":0.5652525424957275},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4975645840167999},{"id":"https://openalex.org/keywords/charge","display_name":"Charge (physics)","score":0.48901209235191345},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43008098006248474},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.41711753606796265},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.33136099576950073},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.32294270396232605},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.32144463062286377},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3088897466659546},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2933712601661682},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.2516067624092102},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2134380042552948},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.20631471276283264},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.08617183566093445}],"concepts":[{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.6285719871520996},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5742252469062805},{"id":"https://openalex.org/C2776582896","wikidata":"https://www.wikidata.org/wiki/Q5368536","display_name":"State of charge","level":4,"score":0.5652525424957275},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4975645840167999},{"id":"https://openalex.org/C188082385","wikidata":"https://www.wikidata.org/wiki/Q73792","display_name":"Charge (physics)","level":2,"score":0.48901209235191345},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43008098006248474},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.41711753606796265},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.33136099576950073},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.32294270396232605},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.32144463062286377},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3088897466659546},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2933712601661682},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.2516067624092102},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2134380042552948},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.20631471276283264},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.08617183566093445},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2024.3497053","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3497053","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":0.6399999856948853,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G130259500","display_name":null,"funder_award_id":"2023A1515011371","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G1478731376","display_name":null,"funder_award_id":"2024A1515012417","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G1890051662","display_name":null,"funder_award_id":"GXWD20220811151813005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7964843565","display_name":null,"funder_award_id":"62203139","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/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1554517710","https://openalex.org/W1970319972","https://openalex.org/W1999888009","https://openalex.org/W2091433416","https://openalex.org/W2147428031","https://openalex.org/W2488789499","https://openalex.org/W2513919993","https://openalex.org/W2514892265","https://openalex.org/W2532508227","https://openalex.org/W2620176708","https://openalex.org/W2780501074","https://openalex.org/W2891193389","https://openalex.org/W2901900441","https://openalex.org/W2913528609","https://openalex.org/W2954298313","https://openalex.org/W2967154727","https://openalex.org/W2988926042","https://openalex.org/W2993251522","https://openalex.org/W2995533873","https://openalex.org/W3024286251","https://openalex.org/W3025215605","https://openalex.org/W3032080401","https://openalex.org/W3033613562","https://openalex.org/W3092002927","https://openalex.org/W3106655088","https://openalex.org/W3111705138","https://openalex.org/W3126452185","https://openalex.org/W3134772857","https://openalex.org/W3135698256","https://openalex.org/W3135748666","https://openalex.org/W3137578026","https://openalex.org/W3213755613","https://openalex.org/W4226039329","https://openalex.org/W4226058056","https://openalex.org/W4285139633","https://openalex.org/W4292263879","https://openalex.org/W4319227002","https://openalex.org/W4319988737","https://openalex.org/W4378697488","https://openalex.org/W4380086301","https://openalex.org/W6737769135"],"related_works":["https://openalex.org/W2576994247","https://openalex.org/W2608353378","https://openalex.org/W4249206767","https://openalex.org/W2563559453","https://openalex.org/W2382330008","https://openalex.org/W1519970947","https://openalex.org/W4243860260","https://openalex.org/W4383503847","https://openalex.org/W2342695897","https://openalex.org/W2216265843"],"abstract_inverted_index":{"Lithium-ion":[0],"batteries":[1],"serve":[2],"as":[3,172],"vital":[4],"power":[5],"sources":[6],"across":[7],"various":[8],"industrial":[9],"sectors,":[10],"necessitating":[11],"accurate":[12,164],"modeling":[13],"and":[14,24,36,61,87,102,115,154,174,181,208],"state":[15],"monitoring":[16],"via":[17],"battery":[18,51,113,168],"management":[19],"systems":[20],"to":[21,49,54,57,110,122,199],"ensure":[22],"reliable":[23],"efficient":[25],"operations.":[26],"This":[27],"article":[28,75],"proposes":[29,76],"a":[30,43,77,95],"co-estimation":[31,161],"scheme":[32],"for":[33],"state-of-charge":[34],"(SOC)":[35],"state-of-health":[37],"(SOH)":[38],"using":[39],"Bayesian":[40,78],"inference.":[41],"First,":[42],"fractional-order":[44,92],"model":[45,179],"(FOM)":[46],"is":[47,108,121,193],"introduced":[48],"capture":[50],"dynamics":[52],"due":[53],"its":[55,142,201],"capability":[56],"describe":[58],"both":[59],"time-domain":[60],"frequency-domain":[62],"characteristics.":[63],"To":[64],"address":[65],"the":[66,74,133,160,185,190],"complex":[67],"parameter":[68],"identification":[69],"challenges":[70],"inherent":[71],"in":[72,203],"FOMs,":[73],"optimization":[79],"algorithm":[80,162],"(BOA)":[81],"which":[82,130],"efficiently":[83],"reduces":[84],"computational":[85],"complexity":[86],"time":[88],"associated":[89],"with":[90,195],"evaluating":[91],"functions.":[93],"Next,":[94],"combination":[96],"of":[97,119,137,151,166,205],"Gaussian-sum":[98],"particle":[99],"filter":[100],"(GSPF)":[101],"recursive":[103],"total":[104],"least":[105],"squares":[106],"(RTLSs)":[107],"proposed":[109,191],"simultaneously":[111],"estimate":[112],"SOC":[114,152],"SOH.":[116],"The":[117,144],"principle":[118],"GSPF":[120],"approximate":[123],"posterior":[124],"distribution":[125],"by":[126],"weighted":[127],"Gaussian":[128],"mixtures,":[129],"can":[131,146],"avoid":[132],"time-consuming":[134],"resample":[135],"process":[136],"sequential-importance-resample":[138],"PF":[139],"while":[140],"retaining":[141],"advantages.":[143],"RLTS":[145],"fully":[147],"consider":[148],"biased":[149],"noises":[150],"estimation":[153,182],"accumulated":[155],"ampere":[156],"hour":[157],"measurements.":[158],"Additionally,":[159],"provides":[163],"estimates":[165],"crucial":[167],"aging":[169],"parameters":[170],"such":[171],"capacity":[173],"internal":[175],"resistance,":[176],"facilitating":[177],"enhanced":[178],"adaptation":[180],"accuracy":[183],"over":[184],"battery\u2019s":[186],"entire":[187],"lifespan.":[188],"Finally,":[189],"method":[192],"compared":[194],"several":[196],"available":[197],"technologies":[198],"highlight":[200],"superiorities":[202],"terms":[204],"accuracy,":[206],"complexity,":[207],"robustness.":[209]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
