Research Article
Detection, Localization, and Quantification of Damage in Structures via Artificial Neural Networks
Table 4
Results of the damage detection for the 10-bar truss structure.
| | Bar | Exact damage | Predicted damage | | Begambre and Laier [42] | Fadel Miguel et al. [14] | ANN |
| | 1 | 1 | 1 | 0.9995 | 0.9974 | | 2 | 0.85 | 0.8476 | 0.8537 | 0.8544 | | 3 | 1 | 0.9987 | 1 | 1.0447 | | 4 | 1 | 0.9862 | 0.9998 | 1.0087 | | 5 | 1 | 0.9829 | 0.9946 | 1.0115 | | 6 | 1 | 0.9992 | 1 | 1 | | 7 | 1 | 1 | 1 | 1.0165 | | 8 | 0.85 | 0.8503 | 0.8500 | 0.8460 | | 9 | 1 | 0.9996 | 1 | 0.9977 | | 10 | 1 | 1 | 1 | 1.0094 |
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Bold highlights elements that have been damaged.
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