Kernel Local Linear Discriminate Method for Dimensionality Reduction and Its Application in Machinery Fault Diagnosis

Figure 4

Waveform of vibration signals from bearing under four conditions: (a) normal, (b) inner race fault, (c) ball fault, and (d) outer race fault.

(a)

(b)

(c)

(d)