Resolution of chromatography overlapping peaks by artificial neural network

Abstract

A novel method for resoluting chromatographic overlapping peaks is proposed in this paper. The basic idea of this method is to find out a set of parameters which characterize the shape of overlapping peaks, and a multi-layered non-linear feed forward network for quantitatively correlating the parameters with the area percentage of individual peak is used. The proposed method performs very well with high accuracy and less computing time in comparing with the conventional methods.

Key words: OVERLAPPING PEAKS, CHROMATOGRAPHY, NEURAL NETWORK

CLC Number:

O658

Cite this article

MIAO HUAJIAN;HU SHANGXU. Resolution of chromatography overlapping peaks by artificial neural network[J]. Acta Chimica Sinica, 1997, 55(3): 296-301.

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