Abstract: The methods of time-varying parameter identifications and some typical applications including autocontrol theory field are reviewed. The theoretical and practical aspects are discussed, specially the on-line identification technique and the neural net technique. The wavelet transform for time-varying modal parameter identification is also presented. Finally, some further research trends are pointed out.