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

Table 6

RMSE results of Ea.

Method/dataset	2–1	2–2	2–3	2–4	2–5
RNN	458.96	378.21	497.15	421.39	474.45
GRU	384.29	346.94	428.68	370.85	421.98
Bi-LSTM	361.97	285.99	397.62	366.12	398.64
ResSN-TL	252.61	147.39	325.36	201.74	223.58