Early prediction of lithium-ion cell degradation trajectories using signatures of voltage curves up to 4-minute sub-sampling rates

Early prediction of lithium-ion cell degradation trajectories using signatures of voltage curves up to 4-minute sub-sampling rates

<p>Feature-based machine learning models for capacity and internal resistance (IR) curve prediction have been researched extensively in literature due to their high accuracy and generalization power. Most such models work within the high frequency of data availability regime, e.g., voltage res...

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Bibliografiske detaljer
Main Authors:	Ibraheem, R, Wu, Y, Lyons, T, dos Reis, G
Format:	Journal article
Sprog:	English
Udgivet:	Elsevier 2023

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