{"id":"https://openalex.org/W4402659196","doi":"https://doi.org/10.1109/access.2024.3461802","title":"Remaining Useful Life Predictor for EV Batteries Using Machine Learning","display_name":"Remaining Useful Life Predictor for EV Batteries Using Machine Learning","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402659196","doi":"https://doi.org/10.1109/access.2024.3461802"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3461802","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3461802","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3461802","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086154334","display_name":"Debabrata Swain","orcid":"https://orcid.org/0000-0001-7775-3244"},"institutions":[{"id":"https://openalex.org/I33586908","display_name":"Pandit Deendayal Energy University","ror":"https://ror.org/02nsv5p42","country_code":"IN","type":"education","lineage":["https://openalex.org/I33586908"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Debabrata Swain","raw_affiliation_strings":["Department of Computer Science and Engineering, Pandit Deendayal Energy University, Gandhinagar, India"],"raw_orcid":"https://orcid.org/0000-0001-7775-3244","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Pandit Deendayal Energy University, Gandhinagar, India","institution_ids":["https://openalex.org/I33586908"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Manish Kumar","orcid":"https://orcid.org/0000-0002-3003-9649"},"institutions":[{"id":"https://openalex.org/I33586908","display_name":"Pandit Deendayal Energy University","ror":"https://ror.org/02nsv5p42","country_code":"IN","type":"education","lineage":["https://openalex.org/I33586908"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manish Kumar","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Pandit Deendayal Energy University, Gandhinagar, India"],"raw_orcid":"https://orcid.org/0000-0002-3003-9649","affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Pandit Deendayal Energy University, Gandhinagar, India","institution_ids":["https://openalex.org/I33586908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006598494","display_name":"Amro A. Nour","orcid":"https://orcid.org/0000-0003-3479-8340"},"institutions":[{"id":"https://openalex.org/I75535952","display_name":"American University of Kuwait","ror":"https://ror.org/00w73cg32","country_code":"KW","type":"education","lineage":["https://openalex.org/I75535952"]}],"countries":["KW"],"is_corresponding":false,"raw_author_name":"Amro Nour","raw_affiliation_strings":["College of Engineering and Applied Sciences, American University of Kuwait, Salmiya, Kuwait"],"raw_orcid":"https://orcid.org/0000-0003-3479-8340","affiliations":[{"raw_affiliation_string":"College of Engineering and Applied Sciences, American University of Kuwait, Salmiya, Kuwait","institution_ids":["https://openalex.org/I75535952"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045760712","display_name":"Kevin Patel","orcid":"https://orcid.org/0000-0001-8990-760X"},"institutions":[{"id":"https://openalex.org/I33586908","display_name":"Pandit Deendayal Energy University","ror":"https://ror.org/02nsv5p42","country_code":"IN","type":"education","lineage":["https://openalex.org/I33586908"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kevin Patel","raw_affiliation_strings":["Department of Computer Science and Engineering, Pandit Deendayal Energy University, Gandhinagar, India"],"raw_orcid":"https://orcid.org/0000-0001-8990-760X","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Pandit Deendayal Energy University, Gandhinagar, India","institution_ids":["https://openalex.org/I33586908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035981513","display_name":"Ayush Bhatt","orcid":"https://orcid.org/0000-0002-9532-6737"},"institutions":[{"id":"https://openalex.org/I33586908","display_name":"Pandit Deendayal Energy University","ror":"https://ror.org/02nsv5p42","country_code":"IN","type":"education","lineage":["https://openalex.org/I33586908"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ayush Bhatt","raw_affiliation_strings":["Department of Computer Science and Engineering, Pandit Deendayal Energy University, Gandhinagar, India"],"raw_orcid":"https://orcid.org/0000-0002-9532-6737","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Pandit Deendayal Energy University, Gandhinagar, India","institution_ids":["https://openalex.org/I33586908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031377837","display_name":"Biswaranjan Acharya","orcid":"https://orcid.org/0000-0002-6506-9207"},"institutions":[{"id":"https://openalex.org/I3132999081","display_name":"Marwadi University","ror":"https://ror.org/030dn1812","country_code":"IN","type":"education","lineage":["https://openalex.org/I3132999081"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Biswaranjan Acharya","raw_affiliation_strings":["Department of Computer Engineering-AI and Big Data Analytics, Marwadi University, Rajkot, Gujarat, India","Department of Computer Engineering-AI & Big Data Analytics, Marwadi University, Rajkot, Gujarat, India"],"raw_orcid":"https://orcid.org/0000-0002-6506-9207","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering-AI and Big Data Analytics, Marwadi University, Rajkot, Gujarat, India","institution_ids":["https://openalex.org/I3132999081"]},{"raw_affiliation_string":"Department of Computer Engineering-AI & Big Data Analytics, Marwadi University, Rajkot, Gujarat, India","institution_ids":["https://openalex.org/I3132999081"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026529766","display_name":"Ali Bostani","orcid":"https://orcid.org/0000-0002-7922-9857"},"institutions":[{"id":"https://openalex.org/I75535952","display_name":"American University of Kuwait","ror":"https://ror.org/00w73cg32","country_code":"KW","type":"education","lineage":["https://openalex.org/I75535952"]}],"countries":["KW"],"is_corresponding":false,"raw_author_name":"Ali Bostani","raw_affiliation_strings":["College of Engineering and Applied Sciences, American University of Kuwait, Salmiya, Kuwait"],"raw_orcid":"https://orcid.org/0000-0002-7922-9857","affiliations":[{"raw_affiliation_string":"College of Engineering and Applied Sciences, American University of Kuwait, Salmiya, Kuwait","institution_ids":["https://openalex.org/I75535952"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":5.6804,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.96779038,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"12","issue":null,"first_page":"134418","last_page":"134426"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.9977999925613403,"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":0.9977999925613403,"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/T10781","display_name":"Plasma Diagnostics and Applications","score":0.9641000032424927,"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/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9585000276565552,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6482841372489929},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4221014380455017},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3654336929321289}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6482841372489929},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4221014380455017},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3654336929321289}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3461802","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3461802","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7bd59b43587241d4b19b4be65a3ffad1","is_oa":true,"landing_page_url":"https://doaj.org/article/7bd59b43587241d4b19b4be65a3ffad1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 134418-134426 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3461802","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3461802","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1982146393","https://openalex.org/W2095027161","https://openalex.org/W2314720829","https://openalex.org/W2620679819","https://openalex.org/W2778741461","https://openalex.org/W2780524539","https://openalex.org/W2789625876","https://openalex.org/W2883525675","https://openalex.org/W2887597614","https://openalex.org/W2890169947","https://openalex.org/W2896294159","https://openalex.org/W2920632107","https://openalex.org/W2922282704","https://openalex.org/W2942016856","https://openalex.org/W2943323587","https://openalex.org/W2947857256","https://openalex.org/W2951289974","https://openalex.org/W2954796167","https://openalex.org/W2962571744","https://openalex.org/W2964022432","https://openalex.org/W2969601893","https://openalex.org/W2971347650","https://openalex.org/W2974432821","https://openalex.org/W2978202285","https://openalex.org/W2978449012","https://openalex.org/W2980011983","https://openalex.org/W2985344503","https://openalex.org/W2986544624","https://openalex.org/W2999072535","https://openalex.org/W2999951339","https://openalex.org/W3008712260","https://openalex.org/W3011952957","https://openalex.org/W3036910660","https://openalex.org/W3042713179","https://openalex.org/W3111531074","https://openalex.org/W3122107135","https://openalex.org/W3156137414","https://openalex.org/W3207879780","https://openalex.org/W4210953435","https://openalex.org/W4313388800","https://openalex.org/W4313499022","https://openalex.org/W4322710540","https://openalex.org/W4362575522"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"The":[0,75,88,131,145,162,175],"swift":[1],"advancement":[2],"of":[3,20,29,36,62,73,86,98,105,139,147,169,173,206],"electric":[4,197],"vehicle":[5],"(EV)":[6],"technology":[7],"enhances":[8,177],"the":[9,17,27,31,59,68,83,96,99,125,137,148,154,204],"focus":[10],"on":[11,127,153],"sustainable":[12,208],"energy":[13,211],"storage":[14],"and":[15,50,120,157,171,181,209],"underscores":[16],"crucial":[18],"significance":[19],"lithium-ion":[21,37,178],"batteries.":[22],"This":[23,55],"research":[24,56],"primarily":[25],"presents":[26],"techniques":[28],"forecasting":[30],"Remaining":[32],"Useful":[33],"Life":[34],"(RUL)":[35],"battery":[38,128,140,179,193],"using":[39],"advanced":[40],"Machine":[41,53],"Learning":[42],"(ML)":[43],"methods":[44],"such":[45,116],"as":[46,117],"Random":[47],"Forest":[48],"(RF)":[49],"Support":[51],"Vector":[52],"(SVM).":[54],"centres":[57],"around":[58],"thorough":[60],"preprocessing":[61],"a":[63,191,200],"detailed":[64],"dataset":[65],"received":[66],"from":[67],"NASA":[69],"Ames":[70],"Prognostics":[71],"Center":[72],"Excellence.":[74],"One-way":[76],"ANOVA":[77],"method":[78],"is":[79,108,150],"employed":[80],"to":[81,94,123,135],"find":[82],"optimum":[84],"set":[85],"features.":[87],"exhaustive":[89],"hyperparameter-tuning":[90],"(HPT)":[91],"was":[92],"performed":[93],"boost":[95],"performance":[97],"ML":[100],"models.":[101,187],"An":[102],"important":[103],"component":[104],"this":[106],"study":[107],"its":[109],"pragmatic":[110],"methodology,":[111],"which":[112],"considered":[113],"real-time":[114],"variables":[115],"temperature":[118],"changes":[119],"usage":[121],"cycles":[122],"analyses":[124],"effect":[126],"capacity":[129],"(cap).":[130],"proposed":[132],"system":[133,149,195],"helped":[134],"understand":[136],"behaviors":[138],"deterioration":[141],"trends":[142],"more":[143,207],"comprehensively.":[144],"effectiveness":[146],"decided":[151],"based":[152],"R2":[155,167],"score":[156,168],"Mean":[158],"Squared":[159],"Error":[160],"(MSE).":[161],"RF":[163],"model":[164],"has":[165],"shown":[166],"0.83":[170],"MSE":[172],"1.67.":[174],"result":[176],"safety":[180],"efficiency":[182],"by":[183],"establishing":[184],"new":[185],"predictive":[186],"Thus,":[188],"it":[189,202],"provides":[190],"better":[192],"management":[194],"for":[196],"vehicles.":[198],"As":[199],"result,":[201],"promotes":[203],"development":[205],"economical":[210],"solutions.":[212]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}