Casing Vibration Fault Diagnosis Based on Variational Mode Decomposition, Local Linear Embedding, and Support Vector Machine

Figure 3

EMD subsignals (IMFs) (a) and frequency spectrums (b) of the first 7 IMFs of the simulation signal.

(a)

(b)