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

Figure 7

Test results of three classes with PCA-MFD-NN 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