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This article proposes a hierarchical Bayesian model for probabilistic estimation of the electric vehicle (EV) battery capacity fade. Deterministic estimation of the EV battery degradation is not reliable, as its aging factors are mostly external and varies by time, location, and the driver&#39;s usage pattern, while probabilistic models can address the observations uncertainties and provide more accur...

Hierarchical Bayesian Model for Probabilistic Analysis of Electric Vehicle Battery Degradation