A Bayesian Deep Learning RUL Framework Integrating Epistemic and Aleatoric Uncertainties
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DOI: 10.1109/tie.2020.3009593
Abstract: Recent years have witnessed the prominent advancements of deep learning (DL) in the arsenal of prognostics and health management. However, the prognostic uncertainty problem extensively existed in industrial devices is not addressed by most DL… read more here.
Keywords: bayesian deep; uncertainty; learning rul; framework ... See more keywords