Fuzzy part family formation based on grey relational analysis

被引:29
|
作者
Wang, CCL [1 ]
Chen, SF [1 ]
Yuen, MMF [1 ]
机构
[1] Hong Kong Univ Sci & Technol, Dept Mech Engn, Kowloon, Hong Kong, Peoples R China
关键词
fuzzy clustering; grey relational analysis; group technology;
D O I
10.1007/s001700170083
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Part family formation is one of the most important techniques in computer-aided process planning (CAPP). This paper presents a new method that uses grey relational analysis and fuzzy clustering to form part families. The main objective of this paper is to identify part families based on a new similarity coefficient which considers processing time, lot size, machine usability, etc., by using grey relational analysis. After the similarity coefficient is calculated, a fuzzy clustering method is used to obtain part families. The main contribution of this paper is to provide a rigorous mathematical approach to forming part families. Part family formation can be controlled, for different applications, by setting a resolution threshold, so the approach is flexible, practical and reliable.
引用
收藏
页码:128 / 132
页数:5
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