Multi-Step Temperature Prognosis of Lithium-Ion Batteries for Real Electric Vehicles Based on a Novel Bidirectional Mamba Network and Sequence Adaptive Correlation

The battery systems of electric vehicles (EVs) are directly impacted by battery temperature in terms of thermal runaway and failure. However, uncertainty about thermal runaway, dynamic conditions, and a dearth of high-quality data sets make modeling and predicting nonlinear multiscale electrochemica...

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Bibliographic Details
Main Authors: Hongyu Shen, Yuefeng Liu, Qiyan Zhao, Guoyue Xue, Tiange Zhang, Xiuying Tan
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Batteries
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Online Access:https://www.mdpi.com/2313-0105/10/10/373
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