法拉第效率
Boosting(机器学习)
阳极
锂(药物)
离子
材料科学
纳米技术
工程物理
计算机科学
化学
工程类
电极
机器学习
医学
内分泌学
物理化学
有机化学
作者
Zhao Yang,Hao Zhang,Ronghui Jiang,Xiaodi Cheng,Changfei Jing,Jun Jiang Luo,Peipei Jia,Jun Yang
标识
DOI:10.1016/j.est.2025.118400
摘要
SiO x -based (0 < x ≤ 2) materials have emerged as highly promising anode candidates for next-generation lithium-ion batteries (LIBs), combining the advantages of high theoretical capacity (∼2400 mAh g −1 ), cost-effectiveness, and environmental benignity with superior cycling stability compared to pure Si anodes. The inherent formation of lithium oxide and lithium silicate phases during initial lithiation provides an effective buffering matrix that mitigates volume expansion during subsequent cycling. However, the practical implementation of SiO x -based anodes faces a critical challenge: their low initial Coulombic efficiency (ICE) caused by irreversible lithium consumption, which significantly compromises the energy density of full-cell configurations. Therefore, for the practical application of SiO x -based materials, it is urgent to develop available strategies to reduce/compensate for their large initial irreversible capacity. Here, this review systematically examines: (1) fundamental lithiation mechanism of SiO x -based materials; (2) the mechanisms governing ICE limitations in SiO x materials; (3) recent advances in ICE-enhancement strategies including: (i) pre-lithiation strategies, (ii) materials design (surface modification and composition engineering), (iii) electrode and cell design (advanced binders and electrolyte design). By critically analyzing the merits and challenges of each approach, we provide valuable insights for developing commercially viable SiO x -based anodes for next-generation high-energy-density LIBs.
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