Design and Implementation of Fault Diagnosis System for Power Internet of Things Equipment Based on Neural Network

Table 1

Fault diagnosis experience symptom samples of sensing nodes.

Fault type	Sample data
	D 1	D 2	D 3	D 4	D 5	D 6	D 7	D 8	D 9	D 10
No fault K1	0	1	0	0	0	1	1	0	0	0
Power supply grinding plate failure K2	1	0	0	1	1	1	0	0	1	0
Storage module K3	0	1	1	0	1	0	1	1	1	1
Communication module failure K4	0	0	1	0	1	1	0	1	0	0
Control template K5	1	1	0	0	0	1	1	1	1	0