[5] BARALDI P, MANGILI F, ZIO E.Investigation of uncertainty treatment capability of model-based and data-driven prognostic methods using simulated data[J].Reliability Engineering and System Safety, 2013, 112(4):94-108.
[6] SANKARARAMAN S.Significance interpretation and quantification of uncertainty in prognostics and remaining useful life prediction[J].Mechanical Systems and Signal Processing, 2015, 52(2):228-247.
[7] GAL Y.Uncertainty in deep learning[D].Cambridge:University of Cambridge, 2016.
[8] PENG W, YE Z S, CHEN N.Bayesian deep-learning-based health prognostics toward prognostics uncertainty[J].IEEE Transactions on Industrial Electronics, 2020, 67(3):2283-2293.
[9] NEAL R.Bayesian learning via stochastic dynamics[C]//Neural Information Processing Systems, NIPS, 1993:77-89.
[10] BLUNDELL C, CORNEBISE J, KAVUKCUOGLU K, et al.Weight uncertainty in neural networks[C]//International Conference on Machine Learning(ICML), 2015:11-19.
[11] HINTON G E, VAN CAMP D.Keeping neural networks simple by minimizing the description length of the weights[C]//Computational Learning Theory(CLT), 1993:21-34.
[13] SINGLETON R K, STRANGAS E G, AVIYENTE S.Extended Kalman filtering for remaining-useful-life estimation of bearings[J].IEEE Transactions on Industrial Electronics, 2014, 62(3):1781-1790.
[14] SOUALHI A, MEDJAHER K, ZERHOUNI N.Bearing health monitoring based on Hilbert-Huang transform support vector machine and regression[J].IEEE Transactions on Instrumentation and Measurement, 2015, 64(1):52-62.
[15] LEI Y G, LI N P, GUO L, et al.Machinery health prognostics:a systematic review from data acquisition to RUL prediction[J].Mechanical Systems and Signal Processing, 2018, 104(1):799-834.
[16] RAVEENDRAN H, THOMAS D.Image fusion using LEP filtering and bilinear interpolation[J].International Journal of Engineering Trends and Technology, 2014, 12(9):427-431.
[17] LECUN Y, BOTTOU L, BENGIO Y, et al.Gradient-based learning applied to document recognition[J].Proceedings of the IEEE, 1998, 86(11):2278-2324.
[18] HOCHREITER S, SCHMIDHUBER J.Long short-term memory[J].Neural Computation, 1997, 9(8):1735-1780.
[19] SAXENA A, CELAYA J, SAHA B, et al.Metrics for offline evaluation of prognostic performance[J].International Journal of Prognostics and Health Management, 2010, 1(1):2153-2173.