Online capacity estimation of lithium-ion batteries with deep long short-term memory networks

There is an increasing demand for modern diagnostic systems for batteries under real-world operation, specifically for the estimation of their state of health, for example, via their remaining capacity. The online estimation of the capacity of a cell is challenging due to the dynamic nature of cell...

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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 2020