Neural Networks and Fault Probability Evaluation for Diagnosis Issues

Table 6

Delayed diagnosis for fault 𝑓₁₅ with 𝑇=𝑡=1000 s.

Model of faults NNFM(𝑖)
Fault Candidate	𝜌1𝑖(1000,1000,458)	𝜌1𝑖(1000,1000,458)	𝐷𝑖(1000,1000,458)	𝑃𝑖(1000,1000,458)
𝑓1	8.93	4.09	9.82	0.007
𝑓7	10.38	12.52	16.27	0.004
𝑓10	1.23	1.44	1.90	0.037
𝑓15	0.06	0.04	0.07	0.935
𝑓17	1.69	4.50	4.81	0.015