期刊文献+

基于遗传算法的产品装配序列规划研究 被引量:8

Product Assembly Sequence Planning Based on Genetic Algorithm
下载PDF
导出
摘要 为解决产品实际装配过程装配序列规划的问题,建立了描述装配过程中零部件间装配关系的几何干涉关系矩阵。设计了以装配换向次数、装配工具更换次数、装配体稳定性和基础件位置为目标函数的遗传算法,并改进了该遗传算法相应的交叉算子、变异算子和适应度函数,以确保算法的有效性。在初始种群生成时,输入由DELMIA软件虚拟拆卸得到的几何可行装配序列,改善种群的组成成份。将该遗传算法应用于某链轮的装配序列规划中,验证了该算法的有效性。 The improved genetic algorithm,based on the interference matrix which was establish-ed to describe the geometric interference relations in the components and the objective function considering of the assembly reorientation times,assembly tool change times,the assembly body stability and the assembly basis parts position in the sequence,was used to solve the assembly sequence planning problem.Appropriate crossover operator,mutation operator and fitness function were improved to plan the product assembly sequence which was closer to the actual assembly process.While the primary population is forming,the making up composition of feasible assembly sequence for population improvement that obtained from virtual disassembly sequence with DELMIA software could be inputted.A case study was given to illustrate the availability of the improved algorithm.
出处 《机械与电子》 2012年第4期7-11,共5页 Machinery & Electronics
基金 "十一五"国家科技支撑计划(2009BAG12A01-G01-3)
关键词 装配序列规划 遗传算法 基础件 assembly sequence planning genetic algorithm assembly basis part
  • 相关文献

参考文献8

二级参考文献21

  • 1石淼,唐朔飞,李明树.装配序列规划研究综述[J].计算机研究与发展,1994,31(6):30-34. 被引量:15
  • 2李原,张开富,王挺,杨海成.基于遗传算法的飞机装配序列规划优化方法[J].计算机集成制造系统,2006,12(2):188-191. 被引量:31
  • 3吴昌林,张征,寺内喜男,永村和照.装配序列规划及其DFA研究[J].华中理工大学学报,1996,24(9):50-52. 被引量:5
  • 4周开俊,李东波.基于遗传模拟退火算法的产品装配序列规划方法[J].计算机集成制造系统,2006,12(7):1037-1041. 被引量:19
  • 5玄光男 程润伟.遗传算法与工程设计[M].北京:科学出版社,2000..
  • 6米凯利维茨.演化程序--遗传算法和数据编码的结合[M].北京:科学出版社,2000..
  • 7Bonneville F,Perrard C.A genetic algorithm to generate and evaluate assembly plans[C].IEEE Symposium on Emerging Technology and Factory Automation,1995:231-239.
  • 8Milad F Sebaaly,Hideo Fujimoto.A genetic planner for assembly automation[C].Proceeding of the IEEE Conference on Evolutionary Computation,1996:401-406.
  • 9Lazzerini B,Marcelloni F.A genetic algorithm for generation optimal assembly plans[J].Artificial Intelligence in Engineering,2000,14:319-329.
  • 10Dini G,Failli F.Generation of optimized assembly sequences using genetic algorithms[J].Annals of the CIRP,International Institution for Production Engineering Research,1999,48(1):17-20.

共引文献55

同被引文献66

引证文献8

二级引证文献22

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部