Research Article

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

Table 2

Details of bearing datasets [37].

Operating conditionRadial force (kN)Rotating speed (rpm)

Condition 1122100Bearings 1–1 and 1–2
Bearings 1–3 and 1–4
Bearing 1–5
Condition 2112250Bearings 2–1 and 2–2
Bearings 2–3 and 2–4
Bearing 2–5
Condition 3102400Bearings 3–1 and 3–2
Bearings 3–3 and 3–4
Bearing 3–5