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