Piecewise-linear modelling with automated feature selection for Li-ion battery end-of-life prognosis

The complex nature of lithium-ion battery degradation has led to many machine learning-based approaches for health forecasting being proposed in the literature. However, machine learning using sophisticated models can be computationally expensive, and although linear models are faster they can also...

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Bibliografiske detaljer
Main Authors: Greenbank, S, Howey, DA
Format: Journal article
Sprog:English
Udgivet: Elsevier 2022