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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Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид: Greenbank, S, Howey, DA
Формат: Journal article
Хэл сонгох:English
Хэвлэсэн: Elsevier 2022

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