Research Article
Impact Localization Method for Composite Plate Based on Low Sampling Rate Embedded Fiber Bragg Grating Sensors
Table 1
Experimental result.
| Test | Impact zone | Average distance (mm) | Accuracy on training set | Accuracy on testing set | Experimental accuracy (%) | 3-fold CV (%) | Trained model (%) | 3-fold CV (%) | Trained model (%) |
| 1 | A1-I10 | 74.3 | 77.56 | 99.67 | 43.89 | 82.78 | 93.89 | 2 | A1-H10 | 66.7 | 79.63 | 99.88 | 46.88 | 85.63 | 96.25 | 3 | A1-G10 | 63.4 | 83.57 | 100 | 47.14 | 89.29 | 97.14 |
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