One-shot battery degradation trajectory prediction with deep learning

The degradation of batteries is complex and dependent on several internal mechanisms. Variations arising from manufacturing uncertainties and real-world operating conditions make battery lifetime prediction challenging. Here, we introduce a deep learning-based battery health prognostics approach to...

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Bibliographic Details
Main Authors: Li, W, Sengupta, N, Dechent, P, Howey, D, Annaswamy, A, Sauer, DU
Format: Journal article
Language:English
Published: Elsevier 2021