This paper proposes the wavelet analysis theory.With wavelet decomposition,the randomicity of some non-stationary time series can be reduced.Reconstruction time series are forecast with traditional GM(1,1) forecasting model.The paper describes its advantage in dealing with dynamic predictions of mechanical parts crack propagation.The satisfactory results has been obtained.
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