Research Article

NC Machine Tools Fault Diagnosis Based on Kernel PCA and -Nearest Neighbor Using Vibration Signals

Table 3

The values of threshold of three fault classes.

Fault classThreshold value

All tools normal ()16.35
Single tool wear ()20.19
Single tool gap ()19.75