Adaptive Transfer Learning Strategy for Predicting Battery Aging in Electric Vehicles

This work presents an adaptive transfer learning approach for predicting the aging of lithium-ion batteries (LiBs) in electric vehicles using capacity fade as the metric for the battery state of health. The proposed approach includes a similarity-based and adaptive strategy in which selected data fr...

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Bibliographic Details
Main Authors: Daniela Galatro, Manav Shroff, Cristina H. Amon
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Batteries
Subjects:
Online Access:https://www.mdpi.com/2313-0105/11/1/21
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