{"id":"https://openalex.org/W4413148869","doi":"https://doi.org/10.1016/j.engappai.2025.111924","title":"Early prediction of lithium-ion battery health in electric vehicles using small-sample learning and hybrid models","display_name":"Early prediction of lithium-ion battery health in electric vehicles using small-sample learning and hybrid models","publication_year":2025,"publication_date":"2025-08-13","ids":{"openalex":"https://openalex.org/W4413148869","doi":"https://doi.org/10.1016/j.engappai.2025.111924"},"language":"en","primary_location":{"id":"doi:10.1016/j.engappai.2025.111924","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.engappai.2025.111924","pdf_url":null,"source":{"id":"https://openalex.org/S900972176","display_name":"Engineering Applications of Artificial Intelligence","issn_l":"0952-1976","issn":["0952-1976","1873-6769"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering Applications of Artificial Intelligence","raw_type":"journal-article"},"type":"article","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/A5069133334","display_name":"Changsheng Zhao","orcid":"https://orcid.org/0000-0002-4619-3499"},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]},{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changsheng Zhao","raw_affiliation_strings":["College of Mechanical and Electrical Engineering, Zhengzhou University of Light Industry, Zhengzhou 450002, Henan Province, China","Future Technology College of South China University of Technology, Guangzhou 510000, Guangzhou Province, China"],"affiliations":[{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Zhengzhou University of Light Industry, Zhengzhou 450002, Henan Province, China","institution_ids":["https://openalex.org/I23171815"]},{"raw_affiliation_string":"Future Technology College of South China University of Technology, Guangzhou 510000, Guangzhou Province, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101659034","display_name":"Lei Yao","orcid":"https://orcid.org/0000-0002-3507-8209"},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lei Yao","raw_affiliation_strings":["New Energy College of Zhengzhou University of Light Industry, Zhengzhou 450002, Henan Province, China"],"affiliations":[{"raw_affiliation_string":"New Energy College of Zhengzhou University of Light Industry, Zhengzhou 450002, Henan Province, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075813581","display_name":"Yanqiu Xiao","orcid":"https://orcid.org/0000-0002-9215-0537"},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yanqiu Xiao","raw_affiliation_strings":["Collaborative Innovation Center of Intelligent Tunnel Boring Machine, Henan Province, China","College of Mechanical and Electrical Engineering, Zhengzhou University of Light Industry, Zhengzhou 450002, Henan Province, China"],"affiliations":[{"raw_affiliation_string":"Collaborative Innovation Center of Intelligent Tunnel Boring Machine, Henan Province, China","institution_ids":[]},{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Zhengzhou University of Light Industry, Zhengzhou 450002, Henan Province, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075586355","display_name":"Guangzhen Cui","orcid":"https://orcid.org/0000-0001-8707-4165"},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangzhen Cui","raw_affiliation_strings":["Collaborative Innovation Center of Intelligent Tunnel Boring Machine, Henan Province, China","College of Mechanical and Electrical Engineering, Zhengzhou University of Light Industry, Zhengzhou 450002, Henan Province, China"],"affiliations":[{"raw_affiliation_string":"Collaborative Innovation Center of Intelligent Tunnel Boring Machine, Henan Province, China","institution_ids":[]},{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Zhengzhou University of Light Industry, Zhengzhou 450002, Henan Province, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084329734","display_name":"Changhui Qu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123492","display_name":"Advanced Technology & Materials (China)","ror":"https://ror.org/02s3fnw45","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210123492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changhui Qu","raw_affiliation_strings":["Beijing Xinyuan Technology Co Ltd, China"],"affiliations":[{"raw_affiliation_string":"Beijing Xinyuan Technology Co Ltd, China","institution_ids":["https://openalex.org/I4210123492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113142121","display_name":"Huilin Dai","orcid":null},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huilin Dai","raw_affiliation_strings":["College of Mechanical and Electrical Engineering, Zhengzhou University of Light Industry, Zhengzhou 450002, Henan Province, China"],"affiliations":[{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Zhengzhou University of Light Industry, Zhengzhou 450002, Henan Province, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100457681","display_name":"Zhen Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131005","display_name":"Chery Automobile (China)","ror":"https://ror.org/02xab7z06","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210131005"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Chen","raw_affiliation_strings":["Henan Guanhe Automobile Service Co, China"],"affiliations":[{"raw_affiliation_string":"Henan Guanhe Automobile Service Co, China","institution_ids":["https://openalex.org/I4210131005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041890470","display_name":"Tiansi Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tiansi Wang","raw_affiliation_strings":["School of Automotive and Traffic Engineering, Jiangsu University, 301 Xuefu road, Zhenjiang 212013, PR China"],"affiliations":[{"raw_affiliation_string":"School of Automotive and Traffic Engineering, Jiangsu University, 301 Xuefu road, Zhenjiang 212013, PR China","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111267652","display_name":"Zhigen Fei","orcid":null},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhigen Fei","raw_affiliation_strings":["New Energy College of Zhengzhou University of Light Industry, Zhengzhou 450002, Henan Province, China"],"affiliations":[{"raw_affiliation_string":"New Energy College of Zhengzhou University of Light Industry, Zhengzhou 450002, Henan Province, China","institution_ids":["https://openalex.org/I23171815"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5075813581","https://openalex.org/A5101659034"],"corresponding_institution_ids":["https://openalex.org/I23171815"],"apc_list":{"value":3170,"currency":"USD","value_usd":3170},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22348671,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"160","issue":null,"first_page":"111924","last_page":"111924"},"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":0.9979000091552734,"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":0.9943000078201294,"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/computer-science","display_name":"Computer science","score":0.826235830783844},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.6244771480560303},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.563093364238739},{"id":"https://openalex.org/keywords/lithium","display_name":"Lithium (medication)","score":0.5105119943618774},{"id":"https://openalex.org/keywords/lithium-ion-battery","display_name":"Lithium-ion battery","score":0.43652281165122986},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33685898780822754},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.1284993588924408},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.06627324223518372}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.826235830783844},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.6244771480560303},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.563093364238739},{"id":"https://openalex.org/C2778541603","wikidata":"https://www.wikidata.org/wiki/Q152763","display_name":"Lithium (medication)","level":2,"score":0.5105119943618774},{"id":"https://openalex.org/C2779197387","wikidata":"https://www.wikidata.org/wiki/Q2822895","display_name":"Lithium-ion battery","level":4,"score":0.43652281165122986},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33685898780822754},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.1284993588924408},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.06627324223518372},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","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},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.engappai.2025.111924","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.engappai.2025.111924","pdf_url":null,"source":{"id":"https://openalex.org/S900972176","display_name":"Engineering Applications of Artificial Intelligence","issn_l":"0952-1976","issn":["0952-1976","1873-6769"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering Applications of Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.699999988079071,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W640146261","https://openalex.org/W2924382816","https://openalex.org/W2934286352","https://openalex.org/W3009077662","https://openalex.org/W3012214204","https://openalex.org/W3015443780","https://openalex.org/W3023372461","https://openalex.org/W3035578270","https://openalex.org/W3036684079","https://openalex.org/W3042234592","https://openalex.org/W3074222438","https://openalex.org/W3080955942","https://openalex.org/W3094156519","https://openalex.org/W3181227736","https://openalex.org/W3188626832","https://openalex.org/W3191549510","https://openalex.org/W3194090521","https://openalex.org/W3194214662","https://openalex.org/W4200441148","https://openalex.org/W4220892455","https://openalex.org/W4224270930","https://openalex.org/W4225298627","https://openalex.org/W4281394975","https://openalex.org/W4283702284","https://openalex.org/W4283752110","https://openalex.org/W4306399440","https://openalex.org/W4308842082","https://openalex.org/W4311774868","https://openalex.org/W4319069579","https://openalex.org/W4320516722","https://openalex.org/W4320526741","https://openalex.org/W4322102109","https://openalex.org/W4365815378","https://openalex.org/W4367682444","https://openalex.org/W4375858432","https://openalex.org/W4379196817","https://openalex.org/W4385452886","https://openalex.org/W4386356481","https://openalex.org/W4387469767","https://openalex.org/W4387835510","https://openalex.org/W4388255435","https://openalex.org/W4388705901","https://openalex.org/W4391599411","https://openalex.org/W4392794080","https://openalex.org/W4400953301","https://openalex.org/W6855518662"],"related_works":["https://openalex.org/W2995074223","https://openalex.org/W2357719166","https://openalex.org/W4224246090","https://openalex.org/W3165173190","https://openalex.org/W2080384327","https://openalex.org/W2159458361","https://openalex.org/W3161330592","https://openalex.org/W2274723115","https://openalex.org/W3201198192","https://openalex.org/W3089487084"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-02-03T00:53:05.648605","created_date":"2025-10-10T00:00:00"}