Application of Extension Neural Network Type-1 to Fault Diagnosis of Electronic Circuits

Table 3

The circuit data with different fault types (partial samples).

No.	𝑉1	𝑉2	𝑃1	𝑃2	Fault no.	Actual fault type
3	4.75	7.89	73	136	1	Normal
44	6.46	8.98	76	136	2	𝑅1 over nominal
75	3.95	6.88	69	135	3	𝑅1 below nominal
140	4.76	7.93	69	132	4	𝑅2 over nominal
195	4.95	8.02	77	139	5	𝑅2 below nominal
235	4.52	8.0	72	135	6	𝑅3 over nominal
268	5.21	7.89	75	138	7	𝑅3 below nominal
290	4.62	7.93	74	137	8	𝑅4 over nominal
315	5.11	8.02	71	134	9	𝑅4 below nominal
350	4.77	7.92	73	133	10	𝐶2 over nominal
385	4.91	8.01	72	138	11	𝐶2 below nominal