基于区域容量的锂离子电池健康状态评估
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1.上海电力大学环境与化学工程学院 上海 200090; 2.贵州电网有限责任公司电力科学研究院 贵阳 550002

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TM912

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贵州省科技支撑计划(黔科合支撑[2022]一般012,黔科合支撑[2022]一般015)项目资助


State of health estimation of lithiumion batteries based on the regional capacity
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1.School of Environmental and Chemical Engineering, Shanghai University of Electric Power,Shanghai 200090, China;2.Guizhou Power Grid Co. Ltd. Electric Science Research Institute,Guiyang 550002, China

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    摘要:

    锂离子电池的健康状态(SOH)评估为电池安全保护、充放电控制、热管理等功能提供重要参考。提出了一种基于容量增量分析(ICA)的区域容量分析(RCA)方法,引入了区域电压和区域容量的概念。对不同倍率下的磷酸铁锂(LFP)电池模组充放电电压数据进行ICA分析,分别提取了IC曲线的最高峰值和RCA的区域容量作为健康因子,并建立了健康因子与SOH之间的数学模型。研究结果表明,当充放电倍率为1 C时,最高峰值与SOH的拟合优度(R2)在充电阶段为0815 4、放电阶段为0874 1,而区域容量与SOH的拟合度在充电段为0984 2、放电段为0957 6;当充放电倍率为2 C时,最高峰值作为健康因子在充电阶段与SOH的拟合度只有0188 4,放电阶段的拟合度为0576 7,而区域容量与SOH的拟合度在充电阶段为0894 2、放电阶段的R2为0988 2。可以看出充放电倍率为1 C或2 C时,区域容量作为健康因子评估电池的SOH效果更好。研究结果对大倍率下的电池SOH评估有重要参考价值。

    Abstract:

    The state of health (SOH) of the lithiumion battery is evaluated to provide an important reference for battery safety, charge and discharge control, heat management and other functions. Regional capacity analysis (RCA) based on capacity incremental analysis (ICA) is proposed, and the concept of regional voltage and regional capacity is introduced. The ICA analysis of the lithium iron phosphate (LFP) battery module charged voltage data at different magnifications, extracted the highest peak value of the IC curve and the regional capacity of RCA as health factors, and established mathematics model between health factors and SOH. The results show that the goodness of fit (R2) of the linear relationship between the highest peak and SOH is 0815 4 in the charging stage and 0874 1 in the discharging stage when the chargedischarge rate is 1 C, while the R2 of the linear relationship between the regional capacity and SOH is 0984 2 in the charging stage and 0957 6 in the discharging stage; When the chargedischarge rate is 2 C, the fitting degree of the highest peak as a health factor of SOH in the charging stage is only 0188 4, and the fitting degree of the discharging stage is 0576 7, while the fitting degree of the regional capacity to SOH in the charging stage is 0894 2, and the R2 in the discharging stage is 0988 2. It can be seen that when the chargedischarge rate is 1 C or 2 C, the regional capacity is better as a health factor to evaluate the SOH of the battery. The research results have important reference value for the evaluation of battery SOH at large current rates.

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张雅,蔡永翔,刘伟,王露焱,廖强强.基于区域容量的锂离子电池健康状态评估[J].电子测量技术,2023,46(17):169-174

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  • 在线发布日期: 2024-01-03
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