Research Article

Environmental Fault Diagnosis of Solar Panels Using Solar Thermal Images in Multiple Convolutional Neural Networks

Table 1

Number of real images used in each training class.

S. no.Training classImage count

1Normal panel156
2Partially cement covered157
3Fully cement covered120
4Partially snow covered144
5Fully snow covered163
6Mud covered144