An approach based on wavelet packet decomposition and Hilbert-Huang transform (WPD-HHT) for spindle bearings condition monitoring

► Technique for monitoring spindle bearings condition via the use of acoustic emission (AE) signals. ► Improved Hilbert-Huang transform (HHT) analysis is used to extract the crucial characteristics. ► Strong correlations existed as the bearing housing temperature increases.