Research Article

Feature Clustering Analysis Using Reference Model towards Rolling Bearing Performance Degradation Assessment

Table 1

Original features.

NumberTime domainNumberFrequency domain

f1Maximum peak valuef9r30
f2Absolute meanf10r31
f3Root mean squaref11r32
f4Variancef12r33
f5Square root valuef13r34
f6Kurtosisf14r35
f7Crest factorf15r36
f8Shape factorf16r37