Research on Composition Analysis Identification and Protection of Ancient Glass Products based on FCM

Abstract

After flowing into China along the Silk Road, glass has been circulating in the local territory for thousands of years. In the process of smelting, craftsmen of successive dynasties added different cosolvents, and the composition structure has its own characteristics. By studying the composition and material changes of ancient glass relics, it can provide theoretical support for archeologists to analyze the background of glass unearthed relics, which is of great research value.In this paper, the composition identification and analysis of ancient glass components were taken as the research objective, and different kinds of glass were divided according to different chemical compositions and organizational structures. Influencing factors and countermeasures of glass cultural relics weathering over the years; Further study on the protection of Chinese glass relics. Using correlation analysis, principal component analysis, FCM fuzzy clustering and other methods to analyze the above problems, and draw a conclusion.The innovation of this paper is to pretreat the ancient glass conditions and quantize the features to show the visual diagram; A variety of clustering models are established to ensure the accuracy of the conclusions. Considering the research problem in combination with the actual situation, the sub-classification situation has more practical reference value: both error analysis and sensitivity analysis are taken into account to ensure the reliability of the research.