In recent years,there are some application based on partial least squares(PLS) modeling in the near-infrared spectral analysis.There is the outlook of the study on partial least squares(PLS) modeling and other means of a separate modeling and the application of PLS non-linear modeling process and partial least squares(PLS) modeling process in the near-infrared spectral analysis