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

Figure 6

Time waveforms and frequency spectrums for no fault, unbalance, misalignment, supporting looseness, bearing looseness, and rub-impact.