Keywords: DOF, degree-of-freedom; EMD, empirical mode decomposition; FEP, frequency–energy plot; FT, Fourier transform; WT, wavelet transform; IMF, intrinsic mode function; IMO, intrinsic modal oscillator; NIM, nonlinear interaction model; NSI, nonlinear system ide