Genetic algorithm for minimizing assembly variation in selective assembly

被引:46
作者
Kannan, SM [1 ]
Jayabalan, V
Jeevanantham, K
机构
[1] Thiagarajar Coll Engn, Dept Mech Engn, Madurai 625015, Tamil Nadu, India
[2] Anna Univ, Mfg Engn Div, Madras 600025, Tamil Nadu, India
关键词
D O I
10.1080/0020754031000109143
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Selective assembly is a method of obtaining high-precision assemblies from relatively low-precision components. In selective assembly, the mating parts are manufactured with wide tolerances. The mating part population is partitioned to form selective groups, and corresponding selective groups are then assembled interchangeably. If the mating parts are manufactured in different processes and in different machines, their standard deviations will be different. It is impossible that the number of parts in the selective group will be the same. A large number of surplus parts are expected according to the difference in the standard deviations of the mating parts. A method is proposed to find the selective groups to minimize the assembly variation and surplus parts when the parts are assembled linearly. A genetic algorithm is used to find the best combination of the selective groups to minimize the assembly variation. Selective assembly is successfully applied using a genetic algorithm to achieve high-precision assemblies without sacrificing the benefit of wider tolerance in manufacturing.
引用
收藏
页码:3301 / 3313
页数:13
相关论文
共 8 条
[1]   A NEW ALGORITHM FOR MINIMIZING THE SURPLUS PARTS IN SELECTIVE ASSEMBLY [J].
FANG, XD ;
ZHANG, Y .
COMPUTERS & INDUSTRIAL ENGINEERING, 1995, 28 (02) :341-350
[2]  
Kannan S., 2001, Quality Engineering, V14, P67, DOI 10.1081/QEN-100106888
[3]  
Kannan S.M., 2001, 12 ISME C, P420
[4]   A genetic algorithm for generating optimal assembly plans [J].
Lazzerini, B ;
Marcelloni, F .
ARTIFICIAL INTELLIGENCE IN ENGINEERING, 2000, 14 (04) :319-329
[5]  
MANSOOR EM, 1961, INT J PROD RES, V1, P13, DOI DOI 10.1080/00207546108943070
[6]  
MICHALEWICZ Z, 1992, GENETIC ALGORITHMS P
[7]   SELECTIVE ASSEMBLY WITH COMPONENTS OF DISSIMILAR VARIANCE [J].
PUGH, GA .
COMPUTERS & INDUSTRIAL ENGINEERING, 1992, 23 (1-4) :487-491
[8]   PARTITIONING FOR SELECTIVE ASSEMBLY [J].
PUGH, GA .
COMPUTERS & INDUSTRIAL ENGINEERING, 1986, 11 (1-4) :175-179