兴奋剂
金属
材料科学
理论(学习稳定性)
化学工程
无机化学
化学
冶金
光电子学
计算机科学
工程类
机器学习
作者
Yushan Ma,Chen Liu,Weiyi Zhang,Xinqiong Dai,X. Tang
标识
DOI:10.1016/j.mtchem.2024.102020
摘要
To minimize resource and energy consumption during the impurity removal process in industrial battery preparation and waste battery recycling, we conducted a preliminary study on the differential purification of impurity ions: Na+, Mg2+, Al3+. Utilizing the first-principle calculation, we assessed the impact of ions doping LiNi1/3Co1/3Mn1/3O2 on three factors that influence cycle stability: phase stability, structural changes during cycling, and oxygen vacancy formation. The results indicate that Na-doped exhibits a tendency for phase separation and increases structural changes during cycling, making it unsuitable for retention in the final products. On the other hand, Mg-doped and Al-doped demonstrate excellent phase stability, reduce structural changes during cycling due to the preferential oxidation of Co3+, and inhibit oxygen release. From a cycle stability perspective, they are suitable for inclusion in the final products.
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