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Piecewise-linear modelling with feature selection for Li-ion battery end of life prognosis
Here, a piecewise-linear approach to battery health forecasting was compared to a Gaussian process regression tool and found to perform equally well.
Automated feature extraction and selection for data-driven models of rapid battery capacity fade and end of life
Lithium-ion cells may experience rapid degradation in later life, especially with more extreme usage protocols.
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