Abstract: The high frequency characteristics of acoustic emission signal were used to collect the information of rotor rub fault. The signal was analyzed in different frequency bands separated by the wavelet analysis. The separated signals could be reconstructed to eliminate noise, and wavelet envelope spectrum method was adopted to detect information related with fault. The result proved that wavelet envelope spectrum method could detect weak rotor rub fault efficiently, and it was an effective method of incipient failure detection.