Research Article
A Deep Learning Prediction Model for Structural Deformation Based on Temporal Convolutional Networks
Table 1
Types and levels of orthogonal experimental factors.
| | Types of factors () | Levels | | 1 | 2 | 3 | 4 |
| A | Kernel size | 5 | 6 | 7 | 8 | B | Kernel numbers | 8 | 16 | 24 | 32 | C | Dilation factor | 8 | 16 | 32 | 64 | D | TCN layer number | 8 | 12 | 16 | 20 | E | Learning rate | 0.0001 | 0.001 | 0.01 | 0.05 |
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