Wavelet density function estimations based monitoring approach to a class nonlinear systems controlled with the feedback linearizing strategy is suggested.Multivariable statistical analysis of data sets collected from the normal operating mode is more effective,which process nonlinearity is reduced by feedback linearizing.When the operating point changes,wavelet based density function estimation is better than the usual nonparameter estimation.It is very important that data mining and hidden knowledge disco...