Particle swarm optimization for minimizing assembly variation in selective assembly

被引:40
作者
Kannan, S. M. [1 ]
Sivasubramanian, R. [2 ]
Jayabalan, V. [3 ]
机构
[1] Velammal Coll Engn & Technol, Madurai 625009, Tamil Nadu, India
[2] SACS MAVMM Engn Coll, Dept Mech Engn, Kidaripatti 625301, India
[3] Anna Univ, Dept Mfg Engn, Chennai 600025, Tamil Nadu, India
关键词
Linear assembly; Quality; Particle swarm optimization; Selective assembly; SURPLUS PARTS;
D O I
10.1007/s00170-008-1638-7
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Quality of a product is based on the quality of the mating parts. When the parts are assembled interchangeably, the assembly variation will be the sum of the component tolerances. If the assembly variation is to be less than the sum of the component tolerances, selective assembly is the only solution. In conventional selective assembly, the corresponding selective groups are assembled. In this paper, selective group combinations for assembling the mating parts is obtained using particle swarm optimization (PSO). The combination obtained has resulted in an appreciable reduction in assembly variation. The proposed algorithm has been demonstrated for a linear assembly, which consists of three components having equal dimensional distributions. The assembly variation obtained by interchangeable assembly is 36 mu m. By implementing the proposed method, the assembly variations are reduced from 36 to 7.2 mu m. However, this algorithm can be extended for assemblies with more number of components and with different dimensional distributions.
引用
收藏
页码:793 / 803
页数:11
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