Machine learning-based assessment of the impact of the manufacturing process on battery electrode heterogeneity

Machine learning-based assessment of the impact of the manufacturing process on battery electrode heterogeneity

Electrode manufacturing process strongly impacts lithium-ion battery characteristics. The electrode slurry properties and the coating parameters are among the main factors influencing the electrode heterogeneity which impacts the battery cell performance and lifetime. However, the analysis of the im...

Full description

Bibliographic Details
Main Authors: Marc Duquesnoy, Iker Boyano, Larraitz Ganborena, Pablo Cereijo, Elixabete Ayerbe, Alejandro A. Franco
Format: Article
Language:English
Published: Elsevier 2021-09-01
Series:Energy and AI
Subjects:
Machine learning
Electrode manufacturing
Battery
Heterogeneity
Data analysis
Online Access:http://www.sciencedirect.com/science/article/pii/S2666546821000446

Similar Items

Similar Items