Simulation to estimate the correlation of porous structure properties of secondary batteries determined through machine learning

The negative and positive electrodes of lithium-ion batteries exhibit different structural characteristics. In this study, considering the characteristics of each electrode layer of a lithium-ion battery, the correlation equation of the effective ion conductivity was formulated using a machine learn...

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Bibliographic Details
Main Authors: Shota Ishikawa, Xuanchen Liu, Tae Hyoung Noh, Magnus So, Kayoung Park, Naoki Kimura, Gen Inoue, Yoshifumi Tsuge
Format: Article
Language:English
Published: Elsevier 2022-05-01
Series:Journal of Power Sources Advances
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2666248522000129