Selective assembly of complicated mechanical product based on SPEA2

Kang Wang, Shusheng Zhang, Weiping He, Mingwei Wang, Jinping Chen, Liangzhou Wang

科研成果: 期刊稿件文章同行评审

13 引用 (Scopus)

摘要

Studies of selective assembly problem were criticized for the reason that most models were confined to single dimension chain and simple structure of assemblies. To deal with this problem, a selective assembly method of complicated mechanical product under the requirement of multi-objective based on the strength Pareto evolution algorithm 2 (SPEA2) was proposed. A selective assembly model under the requirement of multi-objective was established with assembly precision and assembly yield which were taken as the criteria of evaluation. A coding method taking characteristic dimensions as genes to build chromosome was used. The primary and secondary relations of the dimension chains were described using the complexity of dimension chains. The complexity parts was used to describe the interconnection constraint reference of the characteristic dimension in the operation of evolution respectively. The strength value and density information were taken into account to build the fitness function, which was taken as the evaluation rule of the individuals. The assembly of an automobile engine cylinder was taken as an example to prove the efficiency and feasibility of the algorithm, and the optimization results were stored in the Pareto-optimal front set.

源语言英语
页(从-至)1047-1053
页数7
期刊Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University
50
7
DOI
出版状态已出版 - 28 7月 2016

指纹

探究 'Selective assembly of complicated mechanical product based on SPEA2' 的科研主题。它们共同构成独一无二的指纹。

引用此