The characteristics of partial discharge (PD) signal and white noise at on - line transformer monitoring are analyzed. The concept of time - frequency power spectrum is introduced. The relations between the time- frequency power spectrum and wavelet transformation of selfcorrelation function are also studied. A method for eliminating white noise by wavelet analysis is suggested.