A Transferable Prediction Approach for the Remaining Useful Life of Lithium-Ion Batteries Based on Small Samples

A Transferable Prediction Approach for the Remaining Useful Life of Lithium-Ion Batteries Based on Small Samples

Predicting the remaining useful life (RUL) of batteries can help users optimize battery management strategies for better usage planning. However, the RUL prediction accuracy of lithium-ion batteries will face challenges due to fewer data samples available for the new type of battery. This paper prop...

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Bibliographic Details
Main Authors: Haochen Qin, Xuexin Fan, Yaxiang Fan, Ruitian Wang, Qianyi Shang, Dong Zhang
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Applied Sciences
Subjects:
lithium-ion battery
remaining useful life
transfer adaptive boosting
CART
battery management system
edge computing
Online Access:https://www.mdpi.com/2076-3417/13/14/8498

Internet

https://www.mdpi.com/2076-3417/13/14/8498

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