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 conditionFFBP networkElman network
Training classificationTesting classificationTraining classificationTesting classification

S1L1100%100%100%100%
S1L2100%100%100%100%
S1L3100%100%100%99.5%
S2L1100%100%100%99.2%
S2L2100%99.7%100%99.5%
S2L3100%99.7%100%99.6%