Remaining Useful Life Estimation Using Deep Convolutional Generative Adversarial Networks Based on an Autoencoder Scheme

Table 1

Recent deep learning (DL) approaches proposed for RUL predictions on the C-MAPSS dataset (the years between 2016 and 2019).

Authors and references	Year	Approach
Babu et al. [23]	2016	CNN + FNN
Zhang et al. [28]	2016	MODBNE
Zheng et al. [20]	2017	LSTM + FNN
Li et al. [8]	2018	CNN + FNN
Yu et al. [27]	2019	BiLSTM-ED
Ellefsen et al. [24]	2019	RBM + LSTM