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

Figure 8

Prediction for the last recorded data point of different testing engine units in FD001–FD004: (a) prediction for the 100 testing engine units in FD001; (b) prediction for the 256 testing engine units in FD002; (c) prediction for the 100 testing engine units in FD003; (d) prediction for the 248 testing engine units in FD004.

(a)

(b)

(c)

(d)