Research Article

Automatic Diagnosis of Microgrid Networks’ Power Device Faults Based on Stacked Denoising Autoencoders and Adaptive Affinity Propagation Clustering

Table 1

The experiment data under various working conditions. Here, “1,” “2,” and “3” denote fault diameters of 0.18 mm, 0.36 mm, and 0.54 mm, respectively.

DatasetsFault diameters (mm)Fault type

A/B0.18/0.36/0.54NR
BF1
IRF1
ORF1
BF2
IRF2
ORF2
BF3
IRF3