Research Article
Acoustic Emission Signal Recognition of Different Rocks Using Wavelet Transform and Artificial Neural Network
Table 5
Signal type prediction using the ANN.
| Signal types | Signal set number | Predicted results | Accuracy | Granulite | Granite | Limestone | Siltstone | Electrical noise | Knock noise |
| Granulite | 20 | 20 | 0 | 0 | 0 | 0 | 0 | 100% | Granite | 20 | 0 | 17 | 0 | 2 | 0 | 1 | 85% | Limestone | 20 | 1 | 0 | 19 | 0 | 0 | 0 | 95% | Siltstone | 20 | 0 | 0 | 0 | 20 | 0 | 0 | 100% | Electrical noise | 20 | 0 | 0 | 0 | 0 | 20 | 0 | 100% | Knock noise | 10 | 0 | 4 | 0 | 0 | 0 | 6 | 60% |
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