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Updated: Jul 8, 2026

The Effect of Charging and Discharging Lithium Iron Phosphate-graphite Cells at Different Temperatures on Degradation
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离子电池的剩余使用寿命预测使用时空多式联络注意网络

Sungho Suh1,2, Dhruv Aditya Mittal2, Hymalai Bello1,2

  • 1German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany.

Heliyon
|September 12, 2024
PubMed
概括

本研究引入了一种新的时空多式注意网络 (ST-MAN),用于预测离子电池的剩余使用寿命 (RUL). 通过考虑复杂的电池数据特征,ST-MAN方法提供了更高的准确性,提高了运行可靠性.

关键词:
电池健康管理 电池健康管理多模式学习是多模式学习.剩余的使用寿命预测.变压器变压器变压器

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