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
相关论文
共 16 条
[1]  
Chan H.M., 1982, Journal of Manufacturing Systems, V1, P65, DOI [10.1016/S0278-6125(82)80068-X, DOI 10.1016/S0278-6125(82)80068-X]
[2]   A FRAMEWORK FOR THE DESIGN OF CELLULAR MANUFACTURING SYSTEMS [J].
CHOOBINEH, F .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1988, 26 (07) :1161-1172
[3]  
Deng Julong, 1989, Journal of Grey Systems, V1, P1
[4]  
FAN Z, 1996, J HUAZHONG U SCI TEC, V24, P15
[5]   PRODUCTION DATA BASED SIMILARITY COEFFICIENT FOR MACHINE-COMPONENT GROUPING DECISIONS IN THE DESIGN OF A CELLULAR MANUFACTURING SYSTEM [J].
GUPTA, T ;
SEIFODDINI, H .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1990, 28 (07) :1247-1269
[6]   DESIGN OF MANUFACTURING CELLS FOR FLEXIBLE ENVIRONMENT CONSIDERING ALTERNATIVE ROUTEING [J].
GUPTA, T .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1993, 31 (06) :1259-1273
[7]   Part family formation based on a new similarity coefficient which considers alternative routes during machine failure [J].
Jeon, G ;
Broering, M ;
Leep, HR ;
Parsaei, HR ;
Wong, JP .
COMPUTERS & INDUSTRIAL ENGINEERING, 1998, 35 (3-4) :479-482
[8]   A GROUP TECHNOLOGY-BASED METHODOLOGY FOR MACHINE CELL-FORMATION IN A COMPUTER-INTEGRATED MANUFACTURING ENVIRONMENT [J].
KAMRANI, AK ;
PARSAEI, HR .
COMPUTERS & INDUSTRIAL ENGINEERING, 1993, 24 (03) :431-447
[9]  
McAuley J., 1972, PRODUCTION ENG, P53, DOI [10.1049/tpe.1972.0006, DOI 10.1049/TPE.1972.0006]
[10]  
Moussa S. E., 1996, Engineering Design & Automation, V2, P141