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Table 4 Correct diagnosis rates of TEP deterministic faults using 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(0)

20%

20%

5%

0.0

10%

   IDV(1)

60%

100%

0.0

0.0

90%

   IDV(2)

65%

100%

75%

100%

15%

   IDV(3)

60%

35%

50%

30%

10%

   IDV(4)

15%

10%

0.0

10%

55%

   IDV(5)

75%

0.0

0.0

5%

60%

   IDV(6)

100%

85%

100%

90%

30%

   IDV(7)

95%

40%

0.0

5%

90%