Manifold Learning with Self-Organizing Mapping for Feature Extraction of Nonlinear Faults in Rotating Machinery

Figure 26

Frequency spectrum of embedding manifold extracted with fixed neighborhood size.

(a) Frequency spectrum of the first embedding

(b) Frequency spectrum of the third embedding