Analog Circuit Soft Fault Diagnosis Based on Sparse Random Projections and K-Nearest Neighbor

Table 2

Diagnosis results of four-opamp biquad high-pass filter circuit.

Fault code	The proposed method (%)	RBFclassifier (%)	BayesNet (%)		Decision tree (%)	SVM (%)
F1	100	35	100	90		100
F2	100	100	100	100		90
F3	100	100	85	100		55
F4	100	10	90	90		70
F5	100	0	100	100		90
F6	100	95	100	100		90
F7	100	70	100	100		90
F8	100	55	100	100		100
F9	100	100	100	95		100
F10	100	100	100	100		100
F11	100	0	100	90		50
F12	100	100	95	100		65
F13	100	90	95	90		65
Average result	100	65.77	97.31	96.54		81.92