Research Article
Artificial Neural Network Model for Monitoring Oil Film Regime in Spur Gear Based on Acoustic Emission Data
Table 7
Networks classification success results.
| Load and speed condition | FFBP network | Elman network | Training classification | Testing classification | Training classification | Testing classification |
| S1L1 | 100% | 100% | 100% | 100% | S1L2 | 100% | 100% | 100% | 100% | S1L3 | 100% | 100% | 100% | 99.5% | S2L1 | 100% | 100% | 100% | 99.2% | S2L2 | 100% | 99.7% | 100% | 99.5% | S2L3 | 100% | 99.7% | 100% | 99.6% |
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