Research Article
Quality-Related Process Monitoring Based on Total Kernel PLS Model and Its Industrial Application
Table 6
False alarm rates of TEP using T-PLS, KPLS, and T-KPLS (%).
| | Faults ID | Type | T-PLS | KPLS | T-KPLS |
| | IDV(0) | — | 5.2 | 8.6 | 5.9 | | IDV(3) | Step | 5.9 | 9.8 | 5.9 | | IDV(4) | Step | 33.5 | 25.3 | 17.2 | | IDV(9) | Step | 5.3 | 8.2 | 4.4 | | IDV(11) | Random variation | 32.3 | 32.7 | 17.8 | | IDV(14) | Random variation | 12.4 | 22.7 | 7.8 | | IDV(15) | Slow drift | 5.3 | 28.0 | 10.0 |
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