机械科学与技术2017，Vol.36Issue(11)：1715-1721,7.DOI:10.13433/j.cnki.1003-8728.2017.1113
结合熵权TOPSIS的FDM成型工艺参数多目标优化研究
Multi Objective Optimization of Processing Parameters in FDM based on Entropy-weight TOPSIS Model
陆星宇 1樊黎霞 1丁骁垚1
作者信息
- 1. 南京理工大学机械工程学院,南京210094
- 折叠
摘要
Abstract
The extrusion velocity(A),filling velocity(B),layer thickness(C) and filling pattern(D) are selected as the controlling factors in fused deposition modeling (FDM).Firstly,the influencing degree of the process parameters on the single index such as length deviation rate,width deviation rate and porosity is determined by orthogonal experiment,considering the interaction between the controlling factors.Then the experimental results are comprehensive evaluated based on the entropy-weight technique for order preference by similarity to an ideal solution (TOPSIS) model and the relative closeness is used as the comprehensive index.Combining the range analysis and variance analysis,the influencing degree of the process parameters on the comprehensive index and the optimal combination of processing parameters is determined.The experiment results show that the filling pattern,filling velocity,the interaction between extrusion velocity and filling velocity,has a strong influence on comprehensive index,and the optimal combination of the processing parameters is A1B3C1D1.Besides,a verification test is carried out and shows that the optimization scheme of the comprehensive index is improved by 2.25％.关键词
熔融沉积成型/正交试验/熵权TOPSIS模型/多目标优化Key words
fused deposition modeling/orthogonal experiment/entropy-weight TOPSIS model/multi objective optimization分类
矿业与冶金引用本文复制引用
陆星宇,樊黎霞,丁骁垚..结合熵权TOPSIS的FDM成型工艺参数多目标优化研究[J].机械科学与技术,2017,36(11):1715-1721,7.
