Domain Generalization Using Maximum Mean Discrepancy Loss for Remaining Useful Life Prediction of Lithium-Ion Batteries

The capacity of Lithium-ion batteries degrades over the time, making accurate prediction of their Remaining Useful Life (RUL) crucial for maintenance and product lifespan design. However, diverse aging mechanisms, changing working conditions and cell-to-cell variation lead to the inhomogeneous cell...

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Bibliographic Details
Main Authors: Wenbin Li, Yue Yang, Stefan Pischinger
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Batteries
Subjects:
Online Access:https://www.mdpi.com/2313-0105/11/5/194
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