1. Two birds with one network: Unifying failure event prediction and time-to-failure modeling;Aggarwal,2018
2. Deep convolutional neural network based regression approach for estimation of remaining useful life;Babu,2016
3. T. Bechger, G. van den Wittenboer, et al., Detecting cyclical patterns in time series: individual and grouped data, Hierarchische und dynamische Modellierung; Grundlagen und Anwendungen komplexer Strukturgleichungsmodelle, 1997, pp. 39–52.
4. Ensemble trees learning based improved predictive maintenance using iiot for turbofan engines;Behera,2019
5. O. Bektas, J. Marshall, J.A. Jones, Comparison of computational prognostic methods for complex systems under dynamic regimes: A review of perspectives, Archives of Computational Methods in Engineering (2019) 1–13.