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

Figure 7

Boxplot of peak-to-peak value (a), root-mean-square (b), skewness (c), and kurtosis (d).

(a)

(b)

(c)

(d)