Design And Implement Of Clustering Analysis System And Its Application In Industry

This paper belongs to one of the National 863 Plan, which researches and demonstrates the frame and the key technique of MES(Manufacturing Execution System) in metallurgy industry. This paper researches one method in data mining, which is Clustering Analyais System, designs and realizes the system, and uses it in analysing industry data. Because the industry data has the characters of largeness, noise and multi-mode, this paper puts forward SOFM(Self-Organizing Feature Map) and FCM(Fuzzy c-Means) to offer the data-analyse in industry a good data mining tool.This paper has the knowledge about data mining, the characters of industry data, the aim and signification of using data mining tool in industry. The most important research is the two arithmetics : SOFM and FCM and their realization. Programming the two arithmetics in VC++6.0 on WINDOWS, communicating database through ADO interface, this paper realizes the Clustering Analyais System, ensures its viaual and operational trait, this paper analyses and validate the system by examples,the results show that the system has a good effect in analysing industry data.