{"id":"https://openalex.org/W4386903214","doi":"https://doi.org/10.1587/elex.20.20230370","title":"Battery State of Health estimation using GA-BP neural network on data feature mining","display_name":"Battery State of Health estimation using GA-BP neural network on data feature mining","publication_year":2023,"publication_date":"2023-09-20","ids":{"openalex":"https://openalex.org/W4386903214","doi":"https://doi.org/10.1587/elex.20.20230370"},"language":"en","primary_location":{"id":"doi:10.1587/elex.20.20230370","is_oa":true,"landing_page_url":"https://doi.org/10.1587/elex.20.20230370","pdf_url":"https://www.jstage.jst.go.jp/article/elex/advpub/0/advpub_20.20230370/_pdf","source":{"id":"https://openalex.org/S207433681","display_name":"IEICE Electronics Express","issn_l":"1349-2543","issn":["1349-2543","1349-9467"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Electronics Express","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.jstage.jst.go.jp/article/elex/advpub/0/advpub_20.20230370/_pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102558054","display_name":"Chamin Geng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210146748","display_name":"Frontier Environmental Technology (United States)","ror":"https://ror.org/04caf4057","country_code":"US","type":"company","lineage":["https://openalex.org/I4210146748"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Chamin Geng","raw_affiliation_strings":["Jiangsu Frontier Electric Technology Co., Ltd"],"affiliations":[{"raw_affiliation_string":"Jiangsu Frontier Electric Technology Co., Ltd","institution_ids":["https://openalex.org/I4210146748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027243058","display_name":"Tianhai Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210146748","display_name":"Frontier Environmental Technology (United States)","ror":"https://ror.org/04caf4057","country_code":"US","type":"company","lineage":["https://openalex.org/I4210146748"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tianhai Zhang","raw_affiliation_strings":["Jiangsu Frontier Electric Technology Co., Ltd"],"affiliations":[{"raw_affiliation_string":"Jiangsu Frontier Electric Technology Co., Ltd","institution_ids":["https://openalex.org/I4210146748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113004997","display_name":"Bo Chen","orcid":"https://orcid.org/0000-0002-2020-7805"},"institutions":[{"id":"https://openalex.org/I4210146748","display_name":"Frontier Environmental Technology (United States)","ror":"https://ror.org/04caf4057","country_code":"US","type":"company","lineage":["https://openalex.org/I4210146748"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bo Chen","raw_affiliation_strings":["Jiangsu Frontier Electric Technology Co., Ltd"],"affiliations":[{"raw_affiliation_string":"Jiangsu Frontier Electric Technology Co., Ltd","institution_ids":["https://openalex.org/I4210146748"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009604784","display_name":"Qingfu Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210132948","display_name":"Shanghai Chengtou (China)","ror":"https://ror.org/041rv6v55","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210132948"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingfu Zhou","raw_affiliation_strings":["Nanjing Chengrui Technology Co., Ltd"],"affiliations":[{"raw_affiliation_string":"Nanjing Chengrui Technology Co., Ltd","institution_ids":["https://openalex.org/I4210132948"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102558054"],"corresponding_institution_ids":["https://openalex.org/I4210146748"],"apc_list":null,"apc_paid":null,"fwci":0.5742,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.65590479,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"20","issue":"21","first_page":"20230370","last_page":"20230370"},"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":0.9758999943733215,"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":0.9613000154495239,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.7359520196914673},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.6830634474754333},{"id":"https://openalex.org/keywords/state-of-health","display_name":"State of health","score":0.6229654550552368},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.600408673286438},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.5930609107017517},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5722111463546753},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5168778896331787},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.48327356576919556},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4688034653663635},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4548313319683075},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37661442160606384},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3529384732246399},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.29147613048553467},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.129921555519104}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7359520196914673},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.6830634474754333},{"id":"https://openalex.org/C2777294910","wikidata":"https://www.wikidata.org/wiki/Q4050070","display_name":"State of health","level":4,"score":0.6229654550552368},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.600408673286438},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.5930609107017517},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5722111463546753},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5168778896331787},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.48327356576919556},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4688034653663635},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4548313319683075},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37661442160606384},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3529384732246399},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.29147613048553467},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.129921555519104},{"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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:10.1587/elex.20.20230370","is_oa":true,"landing_page_url":"https://doi.org/10.1587/elex.20.20230370","pdf_url":"https://www.jstage.jst.go.jp/article/elex/advpub/0/advpub_20.20230370/_pdf","source":{"id":"https://openalex.org/S207433681","display_name":"IEICE Electronics Express","issn_l":"1349-2543","issn":["1349-2543","1349-9467"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Electronics Express","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1587/elex.20.20230370","is_oa":true,"landing_page_url":"https://doi.org/10.1587/elex.20.20230370","pdf_url":"https://www.jstage.jst.go.jp/article/elex/advpub/0/advpub_20.20230370/_pdf","source":{"id":"https://openalex.org/S207433681","display_name":"IEICE Electronics Express","issn_l":"1349-2543","issn":["1349-2543","1349-9467"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Electronics Express","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4386903214.pdf"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W1969910044","https://openalex.org/W2896294159","https://openalex.org/W2924382816","https://openalex.org/W2967729973","https://openalex.org/W2999951339","https://openalex.org/W3012264837","https://openalex.org/W3122086316","https://openalex.org/W3129777011","https://openalex.org/W3134677430","https://openalex.org/W3174812422","https://openalex.org/W3186024736","https://openalex.org/W3199081584","https://openalex.org/W3201198192","https://openalex.org/W3210929184","https://openalex.org/W3216332765","https://openalex.org/W4200390501","https://openalex.org/W4206703037","https://openalex.org/W4220715364","https://openalex.org/W4220987302","https://openalex.org/W4226039329","https://openalex.org/W4280557982","https://openalex.org/W4282824349","https://openalex.org/W4283790508","https://openalex.org/W4285117518","https://openalex.org/W4289914049","https://openalex.org/W4293148829","https://openalex.org/W4293536202","https://openalex.org/W4297093761","https://openalex.org/W4304774456","https://openalex.org/W4313382533"],"related_works":["https://openalex.org/W2991588090","https://openalex.org/W3213052590","https://openalex.org/W2995074223","https://openalex.org/W176011693","https://openalex.org/W4376058722","https://openalex.org/W3034877844","https://openalex.org/W2068485218","https://openalex.org/W3107320758","https://openalex.org/W4225996487","https://openalex.org/W4200404188"],"abstract_inverted_index":{"The":[0,64,87,100],"health":[1,18,62],"status":[2,19],"estimation":[3,29,83,107],"of":[4,26,84,89],"lithium-ion":[5],"battery":[6,17,24,44,85,98,105],"is":[7,36,52,93],"a":[8,14,23,67],"challenging":[9],"through":[10],"measurement.":[11],"To":[12],"establish":[13],"connection":[15],"between":[16,59],"and":[20,47,61,79],"data":[21,33],"features,":[22],"State":[25],"Health":[27],"(SOH)":[28],"method":[30,65,92,108,119],"based":[31],"on":[32],"feature":[34,77],"mining":[35],"proposed.":[37],"Four":[38],"features":[39,60],"are":[40],"extracted":[41],"from":[42],"the":[43,48,56,82,90,96,104,114],"charging":[45],"curve,":[46],"grey":[49],"correlation":[50,58],"analysis":[51],"used":[53],"to":[54],"determine":[55],"high":[57],"status.":[63],"combines":[66],"Backpropagation":[68],"(BP)":[69],"neural":[70,117],"network":[71,118],"with":[72],"Genetic":[73],"Algorithm":[74],"(GA)":[75],"for":[76],"training":[78],"learning,":[80],"enabling":[81],"SOH.":[86],"feasibility":[88],"proposed":[91,109],"validated":[94],"using":[95],"NASA":[97],"dataset.":[99],"results":[101],"show":[102],"that":[103],"SOH":[106],"in":[110],"this":[111],"paper":[112],"outperforms":[113],"traditional":[115],"BP":[116],"achieving":[120],"accurate":[121],"estimation.":[122]},"counts_by_year":[{"year":2025,"cited_by_count":5}],"updated_date":"2026-01-20T17:24:06.736184","created_date":"2025-10-10T00:00:00"}
