{"id":"https://openalex.org/W4407362829","doi":"https://doi.org/10.1109/akgec62572.2024.10868042","title":"Review on Equivalent Circuit and Data driven approaches for Electric Vehicle Battery Models","display_name":"Review on Equivalent Circuit and Data driven approaches for Electric Vehicle Battery Models","publication_year":2024,"publication_date":"2024-11-21","ids":{"openalex":"https://openalex.org/W4407362829","doi":"https://doi.org/10.1109/akgec62572.2024.10868042"},"language":"en","primary_location":{"id":"doi:10.1109/akgec62572.2024.10868042","doi":"https://doi.org/10.1109/akgec62572.2024.10868042","is_oa":false,"landing_page_url":"https://doi.org/10.1109/akgec62572.2024.10868042","pdf_url":null,"source":{"id":"https://openalex.org/S7407086308","display_name":"International Conference on Advancements and Key Challenges in Green Energy and Computing (AKGEC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2024 2nd International Conference on Advancements and Key Challenges in Green Energy and Computing (AKGEC)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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/A5116227083","display_name":"Kavita Bedwal","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kavita Bedwal","raw_affiliation_strings":["Amity Institute of Technology Amity University Uttar Pradesh,Noida,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amity Institute of Technology Amity University Uttar Pradesh,Noida,India","institution_ids":["https://openalex.org/I191972202"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021882250","display_name":"Bedatri Moulik","orcid":"https://orcid.org/0000-0001-7411-5116","observed_orcids":["https://orcid.org/0000-0001-7411-5116"]},"institutions":[{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bedatri Moulik","raw_affiliation_strings":["Amity Institute of Technology Amity University Uttar Pradesh,Noida,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amity Institute of Technology Amity University Uttar Pradesh,Noida,India","institution_ids":["https://openalex.org/I191972202"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I191972202"],"apc_list":null,"apc_paid":null,"fwci":0.5886,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.71521857,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":96},"biblio":{"volume":null,"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":0.9990000128746033,"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":0.9990000128746033,"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/T10808","display_name":"Electric and Hybrid Vehicle Technologies","score":0.0003000000142492354,"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/T11236","display_name":"Control Systems and Identification","score":0.0003000000142492354,"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/electric-vehicle-batteries","display_name":"electric vehicle batteries","score":0.9879999756813049},{"id":"https://openalex.org/keywords/battery-modeling","display_name":"battery modeling","score":0.9089999794960022},{"id":"https://openalex.org/keywords/equivalent-circuit-model","display_name":"equivalent circuit model","score":0.9850000143051147},{"id":"https://openalex.org/keywords/data-driven-state-estimation","display_name":"data-driven state estimation","score":0.8040000200271606},{"id":"https://openalex.org/keywords/state-of-charge-estimation","display_name":"state of charge estimation","score":0.8420000076293945},{"id":"https://openalex.org/keywords/parameter-uncertainty","display_name":"parameter uncertainty","score":0.8740000128746033},{"id":"https://openalex.org/keywords/real-time-estimation","display_name":"real-time estimation","score":0.7310000061988831}],"concepts":[{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.5802215337753296},{"id":"https://openalex.org/C23572009","wikidata":"https://www.wikidata.org/wiki/Q964981","display_name":"Equivalent circuit","level":3,"score":0.5752124190330505},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5626323223114014},{"id":"https://openalex.org/C2776422217","wikidata":"https://www.wikidata.org/wiki/Q13629441","display_name":"Electric vehicle","level":3,"score":0.481101930141449},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.46914568543434143},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.4449404180049896},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24923214316368103},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.19385772943496704},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11804965138435364},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.06540107727050781},{"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/akgec62572.2024.10868042","doi":"https://doi.org/10.1109/akgec62572.2024.10868042","is_oa":false,"landing_page_url":"https://doi.org/10.1109/akgec62572.2024.10868042","pdf_url":null,"source":{"id":"https://openalex.org/S7407086308","display_name":"International Conference on Advancements and Key Challenges in Green Energy and Computing (AKGEC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2024 2nd International Conference on Advancements and Key Challenges in Green Energy and Computing (AKGEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8485000133514404,"display_name":"Affordable and clean energy"}],"sustainable_development_goals_aurora":[{"id":"https://metadata.un.org/sdg/7","score":0.7799999713897705,"display_name":"Affordable and clean energy"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2791067576","https://openalex.org/W2980854077","https://openalex.org/W2990716722","https://openalex.org/W2999725011","https://openalex.org/W3047949753","https://openalex.org/W3089669456","https://openalex.org/W3111246945","https://openalex.org/W3114221464","https://openalex.org/W3121588127","https://openalex.org/W3170768648","https://openalex.org/W3201198192","https://openalex.org/W4283028411","https://openalex.org/W4320912624","https://openalex.org/W4328089490","https://openalex.org/W4386917302","https://openalex.org/W4390802225","https://openalex.org/W7074609872"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2330407971","https://openalex.org/W2542439796","https://openalex.org/W4387418068","https://openalex.org/W2091283950","https://openalex.org/W2571827127","https://openalex.org/W3125878227","https://openalex.org/W4385671734","https://openalex.org/W2120892143","https://openalex.org/W2162365590"],"abstract_inverted_index":{"Batteries":[0],"play":[1],"a":[2,25,49,68],"crucial":[3],"role":[4],"in":[5,92],"electric":[6],"vehicle":[7],"development":[8],"(EV).In":[9],"EV":[10],"batteries":[11],"real-time":[12,138],"state":[13,29,77],"estimation":[14,30,78],"is":[15,19,35,42,70],"challenging":[16],"and":[17,32,54,104,121,140,147],"hence":[18],"approximated":[20],"indirectly.":[21],"In":[22,72,83],"this":[23,73],"paper,":[24],"comparative":[26],"review":[27],"of":[28,86,124],"techniques":[31,113],"battery":[33],"models":[34,58],"conducted.":[36],"The":[37],"Equivalent":[38],"Circuit":[39],"Model":[40],"(ECM)":[41],"found":[43],"more":[44,60],"appropriate":[45],"since":[46],"it":[47],"achieves":[48],"balance":[50],"between":[51,137],"computing":[52],"efficiency":[53],"accuracy.":[55],"While":[56],"chemistry-based":[57],"are":[59,80,89,97,102,114,122],"accurate":[61],"than":[62],"ECMs,":[63],"however,":[64],"for":[65,135],"practical":[66],"uses":[67],"trade-off":[69,136],"essential.":[71],"paper":[74,129],"the":[75,133,145],"data-driven":[76],"approaches":[79],"also":[81,115],"reviewed.":[82],"depth":[84],"analysis":[85],"dynamical":[87],"equations":[88],"not":[90],"required":[91],"data":[93,148],"driven":[94,149],"models,":[95],"but":[96],"better":[98],"at":[99],"capturing":[100],"non-linearities,":[101],"adaptable,":[103],"can":[105],"be":[106],"generalized":[107],"to":[108,118],"different":[109],"case":[110],"scenarios.":[111],"Data-driven":[112],"less":[116],"sensitive":[117],"parameter":[119],"uncertainty":[120],"capable":[123],"learning":[125],"from":[126],"data.":[127],"This":[128],"concludes":[130],"by":[131,142],"emphasizing":[132],"need":[134],"applicability":[139],"accuracy":[141],"focusing":[143],"on":[144],"ECMs":[146],"models.":[150]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-10-05T09:50:58.205359","created_date":"2025-10-10T00:00:00"}
