Table 9 Correct classification rates of TEP stochastic faults using signal templates of five PCs (20 simulations for each fault type)
From: Fault diagnosis of Tennessee Eastman process using signal geometry matching technique
PC i used: | PC1 | PC2 | PC3 | PC4 | PC5 |
|---|---|---|---|---|---|
Fault type | |||||
   IDV(8) | 20% | 25% | 0.0 | 0.0 | 0.0 |
   IDV(9) | 40% | 75% | 5% | 5% | 45% |
   IDV(10) | 0.0 | 0.0 | 65% | 70% | 5% |
   IDV(11) | 60% | 25% | 30% | 35% | 45% |
   IDV(12) | 20% | 35% | 30% | 70% | 0.0 |