Identification models found a wide application in advanced control systems, decision support systems, play a fundamental role in any activity concerned with the signal processing process. Methods based on the wavelet-analysis are characterized by unique possibility of detail frequency analysis in the time to select "frequency-time windows". In the paper, identification methods, developed by the authors, of non-linear time-varying systems by use of the multi-scale wavelet-transform are presented.