The analysis of series of electron energy-loss spectra recorded with the spectrum-line technique is usually performed with two methods : the spacial difference approach and multivariate statistical analysis. Such spectra are strongly correlated, thus we associate Blind Source Separation techniques to specific pre and post processing. The principale is presented and illustrations are given through a simulation example and an experimental one.