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用GAAA优化多阶段装配过程中的夹具布局

谢伟松 邓铮 丁伯慧

中国机械工程Issue(5):658-662,663,6.
中国机械工程Issue(5):658-662,663,6.DOI:10.3969/j.issn.1004132X.2015.05.016

用GAAA优化多阶段装配过程中的夹具布局

Fixture Layout Optimization in Multi-station Assembly Processes Using GAAA

谢伟松 1邓铮 1丁伯慧2

作者信息

  • 1. 天津大学,天津,300072
  • 2. 天津大学机构理论与装备设计教育部重点实验室,天津,300072
  • 折叠

摘要

Abstract

GAAA (genetic algorithm-ant colony algorithm)was augmented to solve fixture layout optimization problems of 2D rigid parts in multi-station assembly processes,and the coordinates of two locating pins were properly selected to minimize the sensitivity index.The stability and conver-gence of GAAA were improved by changing the mutation operator,mutation length of genetic algo-rithm and the position where crossover and mutation occured in ant colony algorithm.A case about automotive side aperture assembly processes was studied to verify the effectiveness of the augmented GAAA.The results show that the augmented GAAA can generate more accurate results with a faster rate of convergence and a better stability than the basic GAAA and ant colony algorithm.

关键词

多阶段装配过程/状态空间模型/夹具布局优化/遗传算法与蚁群算法的融合

Key words

multi-station assembly process/state space model/fixture layout optimization/ge-netic algorithm-ant colony algorithm(GAAA)

分类

机械制造

引用本文复制引用

谢伟松,邓铮,丁伯慧..用GAAA优化多阶段装配过程中的夹具布局[J].中国机械工程,2015,(5):658-662,663,6.

基金项目

国家自然科学基金资助项目(51205286,51275348) (51205286,51275348)

中国机械工程

OA北大核心CSCDCSTPCD

1004-132X

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