电源学报2024,Vol.22Issue(6) :234-243.DOI:10.13234/j.issn.2095-2805.2024.6.234

基于疲劳理论和等效循环数的锂电池循环寿命预测方法

Prediction Method for Lithium Battery Cycle Life Based on Fatigue Theory and Equivalent Cycle Number

钱伟杰 高强 吴晶莹 叶承晋 罗文俊
电源学报2024,Vol.22Issue(6) :234-243.DOI:10.13234/j.issn.2095-2805.2024.6.234

基于疲劳理论和等效循环数的锂电池循环寿命预测方法

Prediction Method for Lithium Battery Cycle Life Based on Fatigue Theory and Equivalent Cycle Number

钱伟杰 1高强 2吴晶莹 3叶承晋 4罗文俊5
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作者信息

  • 1. 国网浙江省电力有限公司嘉兴供电公司,嘉兴 314000
  • 2. 国网浙江省电力有限公司,杭州 310008
  • 3. 浙江电力交易中心有限公司,杭州 310008
  • 4. 浙江大学电气工程学院,杭州 310058
  • 5. 国网电力科学研究院武汉南瑞有限责任公司,武汉 430073
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摘要

针对目前锂电池循环寿命模型中物理参数难以获取,参数识别过程需要大量测试,以及锂离子电池循环效应的模拟难以实现且成本昂贵等问题,探究锂离子电池老化(由于循环)的电气模拟及其对电池容量和内阻的影响,提出1种锂离子电池的新型循环寿命模型.基于疲劳理论和等效循环计数建立简单的物理方程,参数识别过程简单,仅需电池数据表中的少量数据和有限(或短时间)的循环实验.所提模型为通用型,能够表示常见循环寿命因素的影响,如放电深度、温度和C速率.利用LFP-LiFePO4和NMC-LiNiMnCoO2这2种锂离子电池对模型进行验证,模拟结果与实际情况近似,与实验结果相比误差在1.5%以内.

Abstract

At present,the physical parameters of a lithium battery cycle life model are difficult to obtain,and the parameter identification process needs a lot of experimental data and a long test time.In addition,it is difficult and expensive to simulate the cycling effect of lithium-ion batteries.On this basis,in order to explore the electrical stimulation of lithium-ion battery aging(due to cycling)and its effect on the battery capacity and internal resistance,a novel cycle life model of lithium-ion battery is proposed.First,a simple physical equation is established based on the fatigue theory and equivalent cycle counting.The parameter identification process is simple,requiring only a small amount of data in the battery data table and a limited(or short)cycle test.The proposed model is general and can represent the effects of common cycle life factors such as depth-of-discharge,temperature and C rate.Finally,two kinds of lithium-ion batteries(i.e.,LFP-LiFePO4 and NMC-LiNiMnCoO2)are used to verify the model.The simulation results are close to the actual situation,and the error is within 1.5%compared with the experimental results.

关键词

电池循环寿命模型/容量损失曲线/等效循环计数/通用电池模型/锂离子电池

Key words

Battery cycle life model/capacity loss curve/equivalent cycle counting/generic battery model/lithium-ion battery

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出版年

2024
电源学报
中国电源学会,国家海洋技术中心

电源学报

CSCD北大核心
影响因子:0.7
ISSN:
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