电池组
荷电状态
电池(电)
一致性(知识库)
锂离子电池
计算机科学
电池容量
内阻
汽车工程
工程类
热力学
物理
功率(物理)
人工智能
作者
Caiping Zhang,Yan Jiang,Jiuchun Jiang,Cheng Gong,Weiping Diao,Weige Zhang
出处
期刊:Applied Energy
[Elsevier BV]
日期:2017-06-10
卷期号:207: 510-519
被引量:165
标识
DOI:10.1016/j.apenergy.2017.05.176
摘要
The consistency among lithium-ion battery pack is an important factor affecting their performance. The paper analyzes the impact sensitivity of parameters consistency including capacity, internal resistance and state of charge (SOC) on energy utilization efficiency of the battery pack. It turns out that SOC variations is the most significant influence on battery consistency, and hence is employed as evaluation index to characterize battery consistency level. Then the SOC evolution is explored under four scenarios, and the result reflects that the columbic efficiency is associated with prominent accumulative effect on SOC divergence of the battery group in use. The OCV consistency model is established based on long-term battery data of two trolley buses. It is observed that the fitted results match with the operational data very well. Finally, the mapping relation between the OCV distribution and the SOC distribution of the battery pack using dichotomy method is proposed. The calculation error of battery pack energy utilization efficiency by using such method is within 1.5%, which can be used for battery equilibrium diagnosis and prognosis at a certain aging state.
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