The qualitative identification of different wine through artificial electronic nose are introduced.PCA and ANN(including improved BP algorithm and RBF algorithm combining nearest neighbor-clustering algorithm and K-means clustering algorithm) are adopted to realize the identification.The test result indicated that the rapid and exact identification measure of ANN combining PCA is provided to the pattern identification.