Abstract: Scanning electron microscope was used in the diameter measurement of ceramic particles in tape-casting. After analyzed a large amount of data by K-means algorithm in the data mining methods. The results showed that, the particles of different layers exhibited an anisotropic structure in the green body. It was quite consistent with theoretical results. This implied that data mining technology had the huge potential in the studies of particles size distribution.