Study on Application of Production Flow Analysis in Manufacturing Enterprise Based on Fuzzy Clustering Algorithm
Group Technology is a method of increasing the productivity for manufacturing high quality products and improving the flexibility of manufacturing systems in the many variety and small batch production. The parts with the same or similar process route are gathered into a group through production flow analysis. Each part processing route was analyzed. The production flow analysis figure of the parts was drawn. The fuzzy clustering algorithm was used to classify the machine tools and the parts. The fuzzy similar matrices and the relay closure matrices were obtained based on MATLAB. Then the corresponding relations between each group of the parts and each group of the machine tools were found. The similar parts were gathered and the workshop machine layout was reconstructed. The steps of production flow analysis and the fuzzy clustering analysis were introduced. The effectiveness of the method was proved by an example.
group technology production flow analysis fuzzy clustering algorithm MATLAB
DU Yanwei YAN Li
School of Mechatronic Engineering Xian Technological University, Xian, China
国际会议
2010 International Conference on Software and Computing Technology(2010年软件与计算机技术国际会议 ICSCT 2010)
昆明
英文
766-770
2010-10-17（万方平台首次上网日期，不代表论文的发表时间）