{"id":"https://openalex.org/W4393003104","doi":"https://doi.org/10.35940/ijrte.f7999.12060324","title":"The Estimation of Battery State of Charge using Corny Network","display_name":"The Estimation of Battery State of Charge using Corny Network","publication_year":2024,"publication_date":"2024-03-20","ids":{"openalex":"https://openalex.org/W4393003104","doi":"https://doi.org/10.35940/ijrte.f7999.12060324"},"language":"en","primary_location":{"id":"doi:10.35940/ijrte.f7999.12060324","doi":"https://doi.org/10.35940/ijrte.f7999.12060324","is_oa":true,"landing_page_url":"https://doi.org/10.35940/ijrte.f7999.12060324","pdf_url":"https://www.ijrte.org/wp-content/uploads/papers/v12i6/F799912060324.pdf","source":{"id":"https://openalex.org/S4210169567","display_name":"International Journal of Recent Technology and Engineering (IJRTE)","issn_l":"2277-3878","issn":["2277-3878"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Recent Technology and Engineering (IJRTE)","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.ijrte.org/wp-content/uploads/papers/v12i6/F799912060324.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100645518","display_name":"ISMAIL Ismail","orcid":"https://orcid.org/0000-0003-0695-2494","observed_orcids":["https://orcid.org/0000-0003-0695-2494"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ismail","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-0695-2494","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100359434","display_name":"Firdaus Firdaus","orcid":"https://orcid.org/0000-0002-6212-8590","observed_orcids":["https://orcid.org/0000-0002-6212-8590"]},"institutions":[{"id":"https://openalex.org/I245308123","display_name":"Universitas Negeri Padang","ror":"https://ror.org/04jrfgq66","country_code":"ID","type":"education","lineage":["https://openalex.org/I245308123"]},{"id":"https://openalex.org/I4405276578","display_name":"Politeknik Negeri Padang","ror":"https://ror.org/05q5nyc68","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405276578"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Firdaus","raw_affiliation_strings":["Department of Electrical Engineering Department , Negeri Padang , Padang , Padang , Indonesia","Department of Electrical Engineering Department , Politeknik Negeri Padang , Padang , Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering Department , Negeri Padang , Padang , Padang , Indonesia","institution_ids":["https://openalex.org/I245308123"]},{"raw_affiliation_string":"Department of Electrical Engineering Department , Politeknik Negeri Padang , Padang , Indonesia","institution_ids":["https://openalex.org/I4405276578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106711456","display_name":"Rakiman","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405276578","display_name":"Politeknik Negeri Padang","ror":"https://ror.org/05q5nyc68","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405276578"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Rakiman","raw_affiliation_strings":["Department of Mechanical Engineering , Politeknik Negeri Padang , Padang , Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering , Politeknik Negeri Padang , Padang , Indonesia","institution_ids":["https://openalex.org/I4405276578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022656488","display_name":"Daddy Budiman","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405276578","display_name":"Politeknik Negeri Padang","ror":"https://ror.org/05q5nyc68","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405276578"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Daddy Budiman","raw_affiliation_strings":["Department of Electrical Engineering , Politeknik Negeri Padang , Padang , Indonesia","Department of Mechanical Engineering , Politeknik Negeri Padang , Padang , Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering , Politeknik Negeri Padang , Padang , Indonesia","institution_ids":["https://openalex.org/I4405276578"]},{"raw_affiliation_string":"Department of Mechanical Engineering , Politeknik Negeri Padang , Padang , Indonesia","institution_ids":["https://openalex.org/I4405276578"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5094201763","display_name":"Sardani","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sardani","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":"6","first_page":"5","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Battery Modeling and Management","score":0.9994999766349792,"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":"Battery Modeling and Management","score":0.9994999766349792,"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":9.999999747378752e-05,"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/T10808","display_name":"Electric and Hybrid Vehicle Technologies","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/state-of-charge-estimation","display_name":"state of charge estimation","score":0.8669999837875366},{"id":"https://openalex.org/keywords/lithium-ion-batteries","display_name":"lithium-ion batteries","score":0.9890000224113464},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.5130000114440918},{"id":"https://openalex.org/keywords/electric-vehicle-batteries","display_name":"electric vehicle batteries","score":0.8019999861717224},{"id":"https://openalex.org/keywords/overfitting-reduction","display_name":"overfitting reduction","score":0.7239999771118164},{"id":"https://openalex.org/keywords/low-complexity-neural-networks","display_name":"low-complexity neural networks","score":0.6190000176429749},{"id":"https://openalex.org/keywords/battery-modeling","display_name":"battery modeling","score":0.5559999942779541}],"concepts":[{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.8213001489639282},{"id":"https://openalex.org/C2776582896","wikidata":"https://www.wikidata.org/wiki/Q5368536","display_name":"State of charge","level":4,"score":0.7848355770111084},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.7717371582984924},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6041765809059143},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.4528830349445343},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3557366728782654},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.14396032691001892},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10653921961784363},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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:10.35940/ijrte.f7999.12060324","doi":"https://doi.org/10.35940/ijrte.f7999.12060324","is_oa":true,"landing_page_url":"https://doi.org/10.35940/ijrte.f7999.12060324","pdf_url":"https://www.ijrte.org/wp-content/uploads/papers/v12i6/F799912060324.pdf","source":{"id":"https://openalex.org/S4210169567","display_name":"International Journal of Recent Technology and Engineering (IJRTE)","issn_l":"2277-3878","issn":["2277-3878"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Recent Technology and Engineering (IJRTE)","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.35940/ijrte.f7999.12060324","doi":"https://doi.org/10.35940/ijrte.f7999.12060324","is_oa":true,"landing_page_url":"https://doi.org/10.35940/ijrte.f7999.12060324","pdf_url":"https://www.ijrte.org/wp-content/uploads/papers/v12i6/F799912060324.pdf","source":{"id":"https://openalex.org/S4210169567","display_name":"International Journal of Recent Technology and Engineering (IJRTE)","issn_l":"2277-3878","issn":["2277-3878"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Recent Technology and Engineering (IJRTE)","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8485000133514404,"id":"https://metadata.un.org/sdg/7"},{"display_name":"Industry, innovation and infrastructure","score":0.4943999946117401,"id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4393003104.pdf","grobid_xml":"https://content.openalex.org/works/W4393003104.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W2888312774","https://openalex.org/W2964280852","https://openalex.org/W2966068576","https://openalex.org/W2995292369","https://openalex.org/W3140854437","https://openalex.org/W3157354723","https://openalex.org/W3173661062","https://openalex.org/W3196594846","https://openalex.org/W3203898572","https://openalex.org/W4206382439","https://openalex.org/W4206523428","https://openalex.org/W4234878983","https://openalex.org/W4252053818","https://openalex.org/W4253644316","https://openalex.org/W4312918917","https://openalex.org/W4361026648","https://openalex.org/W4380320036","https://openalex.org/W4386689316","https://openalex.org/W4386917302","https://openalex.org/W4387999004","https://openalex.org/W4389066199","https://openalex.org/W6962766453"],"related_works":["https://openalex.org/W7214924330","https://openalex.org/W4280525802","https://openalex.org/W4306293902","https://openalex.org/W3101903235","https://openalex.org/W4376865762","https://openalex.org/W4411994868","https://openalex.org/W7117102711","https://openalex.org/W4405697476","https://openalex.org/W4412605210","https://openalex.org/W4403678416"],"abstract_inverted_index":{"State":[0],"of":[1,5,22,52,129,158,186,190],"charge":[2],"(SOC)":[3],"estimation":[4,14,28,66,187],"lithium-ion":[6],"batteries":[7],"has":[8,110,116],"been":[9],"extensively":[10],"studied":[11],"and":[12,26,42,56,69,101,120,136,148,172],"the":[13,20,40,50,78,107,127,156,159,184],"accuracy":[15,128,157,185],"was":[16],"mainly":[17],"investigated":[18],"through":[19,49],"development":[21,51],"various":[23,53],"battery":[24,31,64,80,166,189],"models":[25],"dynamic":[27],"algorithms.":[29],"All":[30],"models,":[32],"however,":[33],"contain":[34],"inherent":[35],"model":[36,160],"bias":[37],"due":[38],"to":[39,76,89,169,175],"simplifications":[41],"assumptions,":[43],"which":[44],"cannot":[45],"be":[46,194],"effectively":[47],"addressed":[48],"conventional":[54,68],"computation":[55,71,119],"intelligent":[57,70],"computation.":[58],"Consequently,":[59],"some":[60,83],"existing":[61],"methods":[62],"performed":[63],"SOC":[65,79,91,188],"using":[67],"have":[72],"not":[73],"very":[74,132,153],"accurate":[75],"predict":[77],"characteristics.":[81],"There":[82],"drawbacks":[84],"in":[85,142],"employment":[86],"deep":[87],"learning":[88,198],"estimate":[90,168],"battery,":[92],"such":[93],"as":[94],"complicated":[95],"algorithm":[96],"or":[97],"network,":[98],"over":[99,122],"fitting":[100],"so":[102],"on.":[103],"The":[104,124,134,146,163],"proposed":[105],"method,":[106],"Corny":[108],"architecture":[109],"narrow":[111,197],"layers":[112],"design.":[113],"This":[114],"design":[115],"low":[117],"cost":[118],"prevent":[121],"fitting.":[123],"result":[125],"shows":[126],"method":[130,181],"is":[131,161],"high.":[133],"predicted":[135],"targeted":[137],"values":[138],"are":[139,152],"almost":[140],"merged":[141],"a":[143],"single":[144],"line.":[145],"RMSE":[147],"MAX":[149],"error":[150],"indexes":[151],"low.":[154],"That":[155],"acceptable.":[162],"electric":[164,191],"vehicle":[165,192],"can":[167,193],"life":[170],"longer":[171],"more":[173],"reliable":[174],"perform":[176],"mobility":[177],"task.":[178],"Finally,":[179],"this":[180],"also":[182],"show":[183],"solved":[195],"by":[196],"layers.":[199]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2024-03-21T00:00:00"}
