Machine learning for battery quality classification and lifetime prediction using formation data

Machine learning for battery quality classification and lifetime prediction using formation data

Accurate classification of battery quality and prediction of battery lifetime before leaving the factory would bring economic and safety benefits. Here, we propose a data-driven approach with machine learning to classify the battery quality and predict the battery lifetime before usage only using fo...

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Bibliographic Details
Main Authors: Jiayu Zou, Yingbo Gao, Moritz H. Frieges, Martin F. Börner, Achim Kampker, Weihan Li
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Energy and AI
Subjects:
Battery
Formation
Quality classification
Life prediction
Machine learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2666546824001174
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