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The kinematics of the bearing is erratic and random in nature and requires timely attention to avoid any catastrophic failure. In this study, the authors have proposed and analysed the amplitude and frequency modulated signals emanating from the bearing using four steps, i.e. standardisation, empirical mode decomposition, principal component analysis (PCA), envelope and cepstral envelope techniques...
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