{"id":"https://openalex.org/W4315777877","doi":"https://doi.org/10.1109/icnsc55942.2022.10004051","title":"A Breif Review on Data-driven Battery Health Estimation Methods for Energy Storage Systems","display_name":"A Breif Review on Data-driven Battery Health Estimation Methods for Energy Storage Systems","publication_year":2022,"publication_date":"2022-12-15","ids":{"openalex":"https://openalex.org/W4315777877","doi":"https://doi.org/10.1109/icnsc55942.2022.10004051"},"language":"en","primary_location":{"id":"doi:10.1109/icnsc55942.2022.10004051","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnsc55942.2022.10004051","pdf_url":null,"source":{"id":"https://openalex.org/S4363608241","display_name":"2022 IEEE International Conference on Networking, Sensing and Control (ICNSC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Networking, Sensing and Control (ICNSC)","raw_type":"proceedings-article"},"type":"review","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/A5101551302","display_name":"Minzhi Chen","orcid":"https://orcid.org/0000-0002-2387-8428"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minzhi Chen","raw_affiliation_strings":["School of Computer Science and Technology, Chongqing University of Posts and Telecommunications,Chongqing,China,400065"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Chongqing University of Posts and Telecommunications,Chongqing,China,400065","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047737556","display_name":"Hao Wu","orcid":"https://orcid.org/0000-0002-4138-1239"},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Wu","raw_affiliation_strings":["College of Computer and Information Science, Southwest University,Chongqing,China,400715"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Information Science, Southwest University,Chongqing,China,400715","institution_ids":["https://openalex.org/I142108993"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6386,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.66494179,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"69","issue":null,"first_page":"1","last_page":"6"},"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":0.9940999746322632,"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/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9868000149726868,"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/battery","display_name":"Battery (electricity)","score":0.8218013644218445},{"id":"https://openalex.org/keywords/state-of-health","display_name":"State of health","score":0.7817668318748474},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6413317322731018},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.5740816593170166},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.4845832586288452},{"id":"https://openalex.org/keywords/energy-storage","display_name":"Energy storage","score":0.4588218033313751},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3724769055843353},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.27890944480895996},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.09035617113113403}],"concepts":[{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.8218013644218445},{"id":"https://openalex.org/C2777294910","wikidata":"https://www.wikidata.org/wiki/Q4050070","display_name":"State of health","level":4,"score":0.7817668318748474},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6413317322731018},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.5740816593170166},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.4845832586288452},{"id":"https://openalex.org/C73916439","wikidata":"https://www.wikidata.org/wiki/Q837718","display_name":"Energy storage","level":3,"score":0.4588218033313751},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3724769055843353},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.27890944480895996},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.09035617113113403},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","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},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnsc55942.2022.10004051","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnsc55942.2022.10004051","pdf_url":null,"source":{"id":"https://openalex.org/S4363608241","display_name":"2022 IEEE International Conference on Networking, Sensing and Control (ICNSC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Networking, Sensing and Control (ICNSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W1804250401","https://openalex.org/W2075395554","https://openalex.org/W2342265232","https://openalex.org/W2583908852","https://openalex.org/W2606637053","https://openalex.org/W2774791859","https://openalex.org/W2806781084","https://openalex.org/W2901144993","https://openalex.org/W2901355765","https://openalex.org/W2928382658","https://openalex.org/W2944571264","https://openalex.org/W2955134049","https://openalex.org/W2963167981","https://openalex.org/W2966169983","https://openalex.org/W2966515423","https://openalex.org/W2968677983","https://openalex.org/W2969519120","https://openalex.org/W2973843340","https://openalex.org/W2980420373","https://openalex.org/W2996967608","https://openalex.org/W3006625545","https://openalex.org/W3010408268","https://openalex.org/W3013372615","https://openalex.org/W3019396605","https://openalex.org/W3025145154","https://openalex.org/W3030489213","https://openalex.org/W3039037816","https://openalex.org/W3042713179","https://openalex.org/W3046686579","https://openalex.org/W3046822785","https://openalex.org/W3047067787","https://openalex.org/W3047753861","https://openalex.org/W3047949753","https://openalex.org/W3094071795","https://openalex.org/W3108449827","https://openalex.org/W3110116780","https://openalex.org/W3114536428","https://openalex.org/W3123160711","https://openalex.org/W3152570798","https://openalex.org/W3153539640","https://openalex.org/W3164975616","https://openalex.org/W3167452794","https://openalex.org/W3175722259","https://openalex.org/W3179571438","https://openalex.org/W3187538253","https://openalex.org/W3193978175","https://openalex.org/W3199081584","https://openalex.org/W3200775191","https://openalex.org/W3203276684","https://openalex.org/W3213381145","https://openalex.org/W3213920736","https://openalex.org/W3217556241","https://openalex.org/W4200021389","https://openalex.org/W4200390501","https://openalex.org/W4200394082","https://openalex.org/W4200597037","https://openalex.org/W4205976837","https://openalex.org/W4226422953","https://openalex.org/W4282914201","https://openalex.org/W4292387244","https://openalex.org/W4293107381"],"related_works":["https://openalex.org/W2991588090","https://openalex.org/W3213052590","https://openalex.org/W2995074223","https://openalex.org/W176011693","https://openalex.org/W2068485218","https://openalex.org/W4376058722","https://openalex.org/W3034877844","https://openalex.org/W4225996487","https://openalex.org/W4200404188","https://openalex.org/W3091635603"],"abstract_inverted_index":{"Battery":[0],"degradation":[1],"has":[2],"an":[3],"impact":[4],"on":[5],"the":[6,40,98,119,133,138],"safety":[7,71],"and":[8,30,36,72,85,94,121,137],"sustain":[9],"ability":[10],"of":[11,19,50,53,75,100,123],"energy":[12],"storage":[13],"systems,":[14],"which":[15],"is":[16,56],"a":[17,54,57],"consequence":[18],"multiple":[20],"coupled":[21],"ageing":[22,41],"mechanisms.":[23],"The":[24,48],"caused":[25],"factors":[26],"include":[27],"battery":[28,55,67,76,82],"chemistry":[29],"manufacturing,":[31],"as":[32,34],"well":[33],"environmental":[35],"operating":[37],"conditions.":[38],"Hence,":[39,105],"mechanisms":[42],"are":[43,87,130,140],"highly":[44],"complicated":[45],"to":[46,61,97],"characterize.":[47],"state":[49],"health":[51,83],"(SOH)":[52],"commonly":[58],"used":[59],"metric":[60],"evaluate":[62],"its":[63],"aging":[64],"level.":[65],"Monitoring":[66],"SOH":[68,112],"can":[69],"realize":[70],"reliable":[73],"operation":[74],"management":[77],"systems.":[78],"Data-driven":[79],"methods":[80,114],"for":[81],"estimation":[84,113],"prediction":[86],"gaining":[88],"increasing":[89],"attention":[90],"in":[91,116,127],"both":[92],"academia":[93],"industry":[95],"due":[96],"advantage":[99],"avoiding":[101],"complex":[102],"physical":[103],"models.":[104],"this":[106],"paper":[107],"reviews":[108],"current":[109,128,134],"state-of-the-art":[110],"data-driven":[111],"published":[115],"2018\u20132022,":[117],"where":[118],"variants":[120],"extensions":[122],"each":[124],"method":[125],"existing":[126],"papers":[129],"introduced.":[131],"Finally,":[132],"faced":[135],"challenges":[136],"solutions":[139],"analyzed.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}