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对于具有超短段充电的离子电池的智能健康评估

Qinghua Li1, Zhongbao Wei1, Hongwen He1

  • 1National Engineering Research Centre for Electric Vehicles, School of Mechanical Engineering, Beijing Institute of Technology, Beijing, 100081, China.

Advanced science (Weinheim, Baden-Wurttemberg, Germany)
|July 27, 2025
PubMed
概括

准确的离子电池健康估计现在可以使用短充电数据段进行. 这种新的方法有效地识别电池健康特征,即使充电数据有限,确保电动汽车可靠运行.

关键词:
在SOH估计中,SOH估计电池 电池 电池 电池 电池 电池生命周期生命周期生命周期提取特征 提取特征机器学习模型机器学习模型

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A battery is a galvanic cell that is used as a source of electrical power for specific applications. Modern batteries exist in a multitude of forms to accommodate various applications, from tiny button batteries such as those that power wristwatches to the very large batteries used to supply backup energy to municipal power grids. Some batteries are designed for single-use applications and cannot be recharged (primary cells), while others are based on conveniently reversible cell reactions that...
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