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

Figure 6

Test results of three classes with proposed method.

(a) Testing result with (all tools normal) training set

(b) Testing result with (single tool wear) training set

(c) Testing result with (single tool gap) training set