Data-Driven Bearing Fault Diagnosis of Microgrid Network Power Device Based on a Stacked Denoising Autoencoder in Deep Learning and Clustering by Fast Search without Data Labels

Table 2

Mon result of different models by using bearing 12 dataset.

Model	Mon
SDAE-CFS	0.9310
SAE-CFS	0.0288
EEMD-SVD-k-medoids	0.0161
EEMD-SVD-k-means	0.0092
EEMD-SVD-FCM	0.0230
RMS	0.0253
Kurtosis	0.0207
AE	0.0196
PE	0.0081
SHE	0.0334