“…Thus, the vibrationbased methods are the most suitable for identification the misalignment faults of aero-engine dual-rotor. Up to now, many vibration-based methods have been proposed, such as Fourier Transform (FFT) [11,12], Wavelet Transform (WT) [13][14][15], Hilbert Huang Transform (HHT) [16,17], Empirical Mode Decomposition (EMD) [18,19]. Many classifiers such as neural network (NN) [20], support vector machine (SVM) [21], fuzzy logic (FL) [15,22].…”