Particle swarm optimization for minimizing assembly variation in selective assembly

被引:0
作者
S. M. Kannan
R. Sivasubramanian
V. Jayabalan
机构
[1] Velammal College of Engineering & Technology,Department of Mechanical Engineering
[2] SACS M.A.V.M.M. Engineering College,Department of Manufacturing Engineering
[3] Anna University,undefined
来源
The International Journal of Advanced Manufacturing Technology | 2009年 / 42卷
关键词
Linear assembly; Quality; Particle swarm optimization; Selective assembly;
D O I
暂无
中图分类号
学科分类号
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 μm. By implementing the proposed method, the assembly variations are reduced from 36 to 7.2 μm. 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:10
相关论文
共 17 条
  • [1] Allen Pugh G(1992)Selective assembly with components of dissimilar variance Comput Ind Eng 23 487-491
  • [2] Mease DN(2004)Selective assembly in manufacturing: statistical issues and optimal binning strategies Technometrices 46 165-175
  • [3] Nair VN(1962)Simplification of selective assembly Int J Prod Res 1 3-18
  • [4] Sudjivnto A(1995)A new algorithm for minimizing the surplus parts in selective assembly Comput Ind Eng 28 341-350
  • [5] Desmond D(2001)A new grouping method for minimizing the surplus parts in selective assembly Qual Eng 14 67-75
  • [6] Setty C(2001)A new grouping method to minimize surplus parts in selective assembly for complex assemblies Int J Prod Res 39 1851-1864
  • [7] Fang XD(1998)A grouping method for selective assembly of parts of dissimilar distributions Qual Eng 11 221-234
  • [8] Zhang Y(1985)Optimal allocation of tolerances in engineering designs governed by systems of simultaneous tolerance equations using selective assembly J Inst Eng (India) part ME 5 160-168
  • [9] Kannan SM(1961)Selective assembly—its analysis and applications Int J Prod Res 1 13-24
  • [10] Jayabalan V(undefined)undefined undefined undefined undefined-undefined