Table 2 Model structure parameter settings.
From: Remaining useful life prediction method based on gated dilation causal convolution
Parameter | Set parameter values | |
|---|---|---|
Feature compression fusion | DCC | Filters = 16 K = 12 Strides = 4 l2 = 1e−3 |
Maxpooling | Pool_size = 4 | |
MSEU | Squeeze | Filters = 8 K = 1 Use_bias = False |
Excitation | Filters = 16 K = 1 Use_bias = False | |
Sinusoidal position encoding |  | Pos = 160 d = 12 |
Stack GDCC modules | 1 | Filters = 12 K = 3 d = 1 |
2 | Filters = 6 K = 3 d = 2 | |
3 | Filters = 4 K = 3 d = 4 | |
Training | Epochs = 100 | Batch_size = 128 Optimizers = Adam (lr = 0.001) |
