Research Article

A Spatio-Temporal Attention Mechanism Based Approach for Remaining Useful Life Prediction of Turbofan Engine

Table 3

Experimental results of different training strategies.

MethodFD001 training setFD001 test set
RMSEScoreRMSEScore

Early stopping10.89371.1411.07312.55
200 epcohs8.44202.2613.151374.93