Machine-learning-revealed statistics of the particle-carbon/binder detachment in lithium-ion battery cathodes

oleh: Zhisen Jiang, Jizhou Li, Yang Yang, Linqin Mu, Chenxi Wei, Xiqian Yu, Piero Pianetta, Kejie Zhao, Peter Cloetens, Feng Lin, Yijin Liu

Format: Article
Diterbitkan: Nature Portfolio 2020-05-01

Deskripsi

Developing understanding of degradation phenomena in nickel rich cathodes is under intense investigation. Here the authors use learning-assisted statistical analysis and experiment-informed mathematical modelling to resolve the microstructure of a Ni-rich NMC composite cathode.