Research Article
Modified t-Distribution Stochastic Neighbor Embedding Using Augmented Kernel Mahalanobis-Distance for Dynamic Multimode Chemical Process Monitoring
Table 5
Fault isolation results of MTEP mode 1 and mode 2 based on HCC (%).
| IDV | Mode 1 | Mode 2 | V | HCC | V | HCC | V | HCC | V | HCC | V | HCC | V | HCC |
| 1 | 11 | 7.52 | 18 | 7.22 | 29 | 7.06 | 26 | 8.18 | 28 | 7.15 | 29 | 6.89 | 2 | 28 | 17.31 | 10 | 16.98 | 21 | 13.97 | 28 | 9.86 | 10 | 9.86 | 20 | 9.79 | 3 | 30 | 21.56 | 29 | 15.73 | 23 | 12.76 | 28 | 20.78 | 25 | 17.96 | 1 | 17.02 | 4 | 31 | 77.80 | 29 | 6.37 | 30 | 6.04 | 31 | 68.25 | 28 | 8.37 | 10 | 7.27 | 5 | 23 | 18.68 | 30 | 13.11 | 24 | 11.25 | 1 | 18.62 | 25 | 18.24 | 18 | 14.19 | 6 | 25 | 17.28 | 1 | 16.77 | 10 | 11.25 | 1 | 19.28 | 25 | 18.77 | 21 | 10.77 | 7 | 26 | 39.82 | 18 | 21.06 | 20 | 15.56 | 26 | 36.00 | 18 | 15.94 | 20 | 15.59 | 8 | 18 | 8.23 | 26 | 7.98 | 11 | 7.79 | 26 | 8.28 | 11 | 7.25 | 18 | 7.20 | 9 | 23 | 23.93 | 24 | 11.26 | 13 | 10.54 | 28 | 16.79 | 25 | 16.36 | 1 | 15.05 | 10 | 18 | 49.31 | 30 | 10.53 | 23 | 5.63 | 18 | 29.91 | 25 | 13.00 | 28 | 11.64 | 11 | 31 | 62.42 | 21 | 5.82 | 9 | 5.50 | 31 | 65.88 | 21 | 4.89 | 7 | 4.73 | 12 | 13 | 18.81 | 7 | 18.78 | 16 | 17.78 | 16 | 18.27 | 13 | 16.41 | 7 | 14.55 | 13 | 28 | 12.79 | 10 | 12.75 | 21 | 9.95 | 30 | 12.41 | 29 | 10.19 | 16 | 7.80 | 14 | 9 | 25.63 | 31 | 24.00 | 21 | 20.38 | 31 | 23.87 | 21 | 21.67 | 9 | 21.37 | 15 | 23 | 17.10 | 24 | 15.16 | 30 | 11.26 | 25 | 19.44 | 28 | 18.59 | 1 | 17.49 | 16 | 23 | 16.32 | 30 | 13.78 | 29 | 12.39 | 28 | 25.20 | 25 | 18.39 | 1 | 15.12 | 17 | 31 | 36.07 | 21 | 30.32 | 9 | 11.45 | 21 | 45.49 | 31 | 37.46 | 9 | 3.93 | 18 | 30 | 16.21 | 23 | 14.39 | 24 | 10.73 | 25 | 21.10 | 28 | 19.45 | 1 | 18.49 | 19 | 30 | 52.74 | 29 | 29.00 | 24 | 4.66 | 30 | 26.02 | 28 | 22.42 | 29 | 19.39 | 20 | 16 | 12.32 | 18 | 12.32 | 13 | 12.10 | 16 | 10.67 | 13 | 10.42 | 18 | 10.31 |
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