Study on Support Vector Machine-Based Fault Detection in Tennessee Eastman Process

Table 4

Results of faults detection using PLS algorithm.

Fault	FDR (%)
	𝑇^2𝑥	𝑇^2𝑥
IDV1	99.37	99.62
IDV2	98.75	98.12
IDV4	0.63	97.25
IDV5	16.65	30.04
IDV6	99	100
IDV7	29.16	100
IDV8	89.86	96.87
IDV10	18.15	43.55
IDV11	2.63	68.84
IDV12	76.85	98.37
IDV13	92.62	94.99
IDV14	2.25	100
IDV16	9.39	29.41
IDV17	4.88	91.74
IDV18	87.48	89.86
IDV19	0.38	15.14
IDV20	18.4	50.44