Battery Aging Behavior Evaluation Under Variable and Constant Temperatures with Real Loading Profiles

Yunhong Che, D. Stroe, Xin Sui, Sϕren Byg Vilsen, Xiaosong Hu, R. Teodorescu
{"title":"Battery Aging Behavior Evaluation Under Variable and Constant Temperatures with Real Loading Profiles","authors":"Yunhong Che, D. Stroe, Xin Sui, Sϕren Byg Vilsen, Xiaosong Hu, R. Teodorescu","doi":"10.1109/APEC43580.2023.10131534","DOIUrl":null,"url":null,"abstract":"Studying and analyzing battery aging behavior is crucial in battery health prognostic and management. This paper conducts novel and comprehensive experiments to evaluate battery aging under variable external stresses, including different dynamic load profiles and variable environmental temperatures. Respond analysis in the time and frequency domain is performed to account for the different aging rates under different current loadings, where the statistic calculation and fast Fourier transform are used for the analysis. The empirical model is used to fit the fade curve for the comparisons between constant and variable temperatures. The capacity decrease and internal resistance increase are extracted to evaluate capacity and power fade, respectively. The experimental results show that the urban dynamic operating conditions help to prolong the service life compared to the constant current aging case. In contrast, the aging under the highway profile accelerates the aging process. Although the average temperature is the same as under constant temperature conditions, variable temperature conditions accelerate battery aging.","PeriodicalId":151216,"journal":{"name":"2023 IEEE Applied Power Electronics Conference and Exposition (APEC)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2023-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 IEEE Applied Power Electronics Conference and Exposition (APEC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/APEC43580.2023.10131534","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

Studying and analyzing battery aging behavior is crucial in battery health prognostic and management. This paper conducts novel and comprehensive experiments to evaluate battery aging under variable external stresses, including different dynamic load profiles and variable environmental temperatures. Respond analysis in the time and frequency domain is performed to account for the different aging rates under different current loadings, where the statistic calculation and fast Fourier transform are used for the analysis. The empirical model is used to fit the fade curve for the comparisons between constant and variable temperatures. The capacity decrease and internal resistance increase are extracted to evaluate capacity and power fade, respectively. The experimental results show that the urban dynamic operating conditions help to prolong the service life compared to the constant current aging case. In contrast, the aging under the highway profile accelerates the aging process. Although the average temperature is the same as under constant temperature conditions, variable temperature conditions accelerate battery aging.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
电池在变温和恒温条件下的老化性能评估
研究和分析电池老化行为对电池健康预测和管理至关重要。本文进行了新颖而全面的实验,以评估电池在可变外部应力下的老化,包括不同的动态负载曲线和可变环境温度。针对不同电流载荷下的不同老化速率,采用统计计算和快速傅立叶变换进行时域和频域响应分析。用经验模型拟合了恒温与变温比较的衰减曲线。提取容量减小量和内阻增加量,分别评价容量衰减和功率衰减。实验结果表明,与恒流老化工况相比,城市动态工况有利于延长使用寿命。相反,高速公路剖面下的老化加速了其老化过程。虽然平均温度与恒温条件下相同,但变温条件会加速电池老化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Advanced Front-end Monitoring Scheme for Inductive Power Transfer Systems Based on Random Forest Regression An MPC based Power Management Method for Renewable Energy Hydrogen based DC Microgrids Overview of Machine Learning-Enabled Battery State Estimation Methods Ultra-Wideband Unidirectional Reset-Less Rogowski Coil Switch Current Sensor Topology for High-Frequency DC-DC Power Converters Common Source Inductance Compensation Technique for Dynamic Current Balancing in SiC MOSFETs Parallel Operations
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1