A Prediction Method for the RUL of Equipment for Missing Data

Table 4

The influence of the parameters in the loss function on model performance.

D_loss	G_loss	RMSE
Cross entropy	Cross entropy +  RMSE	0.1190
Cross entropy	Cross entropy +  RMSE	0.1227
Cross entropy	Cross entropy +  RMSE	0.4900
Cross entropy	Cross entropy +  RMSE	0.5664
Cross entropy	Cross entropy + RMSE	0.1245