Table 2 Evaluation of prediction results for 12 time periods.
From: A fault diagnosis model for pumping units based on small sample electric parameters
Model | MAE | MSE | RMSE |
|---|---|---|---|
RNN | 3.772 | 26.707 | 5.168 |
LSTM | 3.573 | 27.050 | 5.201 |
NBEATS | 3.114 | 22.138 | 4.705 |
N-HiTS | 3.050 | 22.045 | 4.700 |
Proposed | 2.907 | 21.820 | 4.671 |
