离子电池的低温电解质:当前的挑战,发展和前景
Yang Zhao1,2, Limin Geng3,4, Weijia Meng5,6
1Xi'an Key Laboratory of Advanced Transport Power Machinery, School of Energy and Electrical Engineering, Chang'an University, Xi'an, 710064, People's Republic of China.
Nano-micro letters
|September 12, 2025
概括
本综述探讨了电解质策略,以提高离子电池 (LIB) 在低温下的性能. 它强调了用于设计先进电解质的机器学习,以克服容量衰减和树问题.
科学领域:
- 材料科学 材料科学 材料科学
- 电化学 电化学 电化学
- 储能 储能 储能 储能 储能 储能
背景情况:
- 离子电池 (LIB) 主要用于储能,但在低温下会降解.
- 关键问题包括容量衰减,低速率能力和树形成.
- 更深入地了解低温LIB行为至关重要.
研究的目的:
- 审查电解质工程的最新进展,以提高低温LIB性能.
- 分析在冷条件下限制LIBs的基本机制.
- 讨论创新的电解质优化策略.
主要方法:
- 低温性能限制的基本分析.
- 对电解质优化策略的审查:盐设计,溶剂修改,SEI添加剂和复合电解质.
- 强调机器学习引导的电解质配方和数据驱动的设计.
主要成果:
- 确定了四个主要挑战:低离子导电性,阻碍电荷传输,SEI传输限制和树成长.
- 详细介绍了各种电解质工程方法来缓解这些问题.
- 突出了人工智能在加速电解质开发方面的潜力.
结论:
- 电解质工程是释放低温LIB潜力的关键.
- 机器学习为合理的电解质设计提供了一个强大的框架.
- 先进的电解质对于下一代储能解决方案至关重要.
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