Research Article

Sequential Network with Residual Neural Network for Rotatory Machine Remaining Useful Life Prediction Using Deep Transfer Learning

Table 5

Experimental data.

DatasetRadial force (kN)Rotating speed (rpm)

Training datasets122100Bearings 1–1 and 1–2
Bearings 1–3 and 1–4
Bearing 1–5
Testing datasets112250Bearings 2–1 and 2–2
Bearings 2–3 and 2–4
Bearing 2–5