Advancing state of health estimation for electric vehicles: Transformer-based approach leveraging real-world data

The widespread adoption of electric vehicles (EVs) underscores the urgent need for innovative approaches to estimate their lithium-ion batteries’ state of health (SOH), which is crucial for ensuring safety and efficiency. This study introduces SOH-TEC, a transformer encoder-based model that processe...

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Bibliographic Details
Main Authors: Kosaku Nakano, Sophia Vögler, Kenji Tanaka
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Advances in Applied Energy
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S266679242400026X
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