荷电状态
锂离子电池
电池(电)
稳健性(进化)
计算机科学
温度测量
接头(建筑物)
电子工程
材料科学
电气工程
工程类
化学
功率(物理)
物理
建筑工程
基因
量子力学
生物化学
作者
Zhongbao Wei,Jian Hu,Hongwen He,Yifei Yu,James Marco
标识
DOI:10.1109/tie.2022.3146503
摘要
Accurate monitoring of the internal statuses are highly valuable for the management of lithium-ion battery (LIB). This paper proposes a thermal model-based method for multi-state joint observation, enabled by a novel smart battery design with embedded and distributed temperature sensor. In particular, a novel smart battery is designed by implanting the distributed fiber optical sensor (DFOS) internally and externally. This promises a real-time distributed measurement of LIB internal and surface temperature with a high space resolution. Following this endeavor, a low-order joint observer is proposed to co-estimate the thermal parameters, heat generation rate, state of charge, and maximum capacity. Experimental results disclose that the smart battery has space-resolved self-monitoring capability with high reproducibility. With the new sensing data, the heat generation rate, state of charge, and maximum capacity of LIB can be observed precisely in real time. The proposed method validates to outperform the commonly-used electrical model-based method regarding the accuracy and the robustness to battery aging.
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