A Bayesian Deep Learning Framework for RUL Prediction Incorporating Uncertainty Quantification and Calibration - Lin, Yan-Hui; Li, Gang-Hui (IEEE transactions on industrial informatics, 2022)
Keywords: Bayes methods; Bayesian analysis; Bayesian deep learning (BDL); Calibration; Data models; Decision making; Deep learning; Degradation; epistemic and aleatoric uncertainties; Epistemology; Iterative methods; Lithium-ion batteries; Machine learning; Neural networks; Predictive models; Rechargeable batteries; remaining useful life (RUL); Turbofan engines; Uncertainty; uncertainty calibration