Research Article
Unsupervised Structural Damage Detection Technique Based on a Deep Convolutional Autoencoder
Table 2
Damage percentage in IASC-ASCE benchmark structure under different damage patterns for cases (a) to (f).
| Damage pattern | Damage percentage (%) | Case (a) | Case (b) | Case (c) | Case (d) | Case (e) | Case (f) |
| Healthy | 5 | 5 | 4.5 | 5 | 5.5 | 5.52 | 1 | 84 | 76 | 79.5 | 76.6 | 78.25 | 78.2 | 2 | 90.5 | 79 | 86.5 | 86.2 | 87.37 | 86.24 | 3 | 30 | 29 | 29 | 28.6 | 28.42 | 27.4 | 4 | 38.5 | 28 | 27 | 28.54 | 30.67 | 29.36 | 5 | 27.5 | 33 | 33 | 31.74 | 34.05 | 35.16 | 6 | 17 | 14 | 13 | 16 | 17.55 | 17.16 |
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