Stress Prediction of the Particle Structure of All-Solid-State Batteries by Numerical Simulation and Machine Learning

All-Solid-state batteries (ASSBs) are non-flammable and safe and have high capacities. Thus, ASSBs are expected to be commercialized soon for use in electric vehicles. However, because the electrode active material (AM) and solid electrolyte (SE) of ASSBs are both solid particles, the contact betwee...

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Bibliografiske detaljer

Principais autores:	Chiyuri Komori, Shota Ishikawa, Keita Nunoshita, Magnus So, Naoki Kimura, Gen Inoue, Yoshifumi Tsuge
Format:	Artigo
Sprog:	Inglês
Udgivet:	Frontiers Media S.A. 2022-04-01
Serier:	Frontiers in Chemical Engineering
Fag:	all-solid-state batteries simulation discrete element method machine learning convolutional neural network stress distribution
Online adgang:	https://www.frontiersin.org/articles/10.3389/fceng.2022.836282/full
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