Application of CMAC Neural Network to Solar Energy Heliostat Field Fault Diagnosis

Table 1

Gear fault modes.

Fault mode	Fault description	Output expression; (𝑇1−𝑇7)
A	Normal gear	(1,0,0,0,0,0,0)
B	Gear spalling	(0,1,0,0,0,0,0)
C	Gear wear	(0,0,1,0,0,0,0)
D	Gear scoring	(0,0,0,1,0,0,0)
E	Gear breaking	(0,0,0,0,1,0,0)
F	Pitting of tooth flank	(0,0,0,0,0,1,0)
G	Plastic deformation of tooth flank	(0,0,0,0,0,0,1)