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Multiobjective optimization of process variables in single-point incremental forming using grey relational analysis coupled with entropy weights
Proceedings of the Institution of Mechanical Engineers, Part L: Journal of Materials: Design and Applications ( IF 2.5 ) Pub Date : 2021-06-29 , DOI: 10.1177/14644207211020401
Abdulmajeed Dabwan 1 , Adham E Ragab 1 , Mohamed A Saleh 2 , Atef M Ghaleb 1 , Mohamed Z Ramadan 1 , Syed Hammad Mian 3 , Tamer M. Khalaf 1, 4
Affiliation  

Incremental sheet forming is a specific group of sheet forming methods that enable the manufacture of complex parts utilizing computer numerical control instead of specialized tools. It is an incredibly adaptable operation that involves minimal usage of sophisticated tools, dies, and forming presses. Besides its main application in the field of rapid prototyping, incremental sheet forming processes can be used for the manufacture of unique parts in small batches. The goal of this study is to broaden the knowledge of the deformation process in single-point incremental forming. This work studies the deformation behavior in single-point incremental forming by experimentally investigating the principal stresses, principal strains, and thinning of single-point incremental forming products. Conical-shaped components are fabricated using AA1050-H14 aluminum alloy at various combinations of fundamental variables. The factorial design is employed to plan the experimental study and analysis of variance is conducted to analyze the results. The grey relational analysis approach coupled with entropy weights is also implemented to identify optimum process variables for single-point incremental forming. The results show that the tool diameter has the greatest effect on the thinning of the SPIF product, followed by the sheet thickness, step size, and feed rate.



中文翻译:

使用灰色关联分析结合熵权对单点增量成形过程变量进行多目标优化

增量板成形是一组特定的板成形方法,可以利用计算机数控而不是专用工具制造复杂的零件。这是一种适应性极强的操作,只需最少使用复杂的工具、模具和成型压力机。除了在快速成型领域的主要应用外,渐进式板材成型工艺还可用于小批量制造独特的零件。本研究的目的是拓宽对单点渐进成形变形过程的认识。这项工作通过实验研究单点渐进成形产品的主应力、主应变和减薄来研究单点渐进成形中的变形行为。锥形部件是使用 AA1050-H14 铝合金在各种基本变量组合下制造的。因子设计用于计划实验研究,并进行方差分析以分析结果。还实施了结合熵权的灰色关联分析方法来确定单点渐进成形的最佳工艺变量。结果表明,刀具直径对 SPIF 产品的减薄影响最大,其次是板材厚度、步长和进给速度。还实施了结合熵权的灰色关联分析方法来确定单点渐进成形的最佳工艺变量。结果表明,刀具直径对 SPIF 产品的减薄影响最大,其次是板材厚度、步长和进给速度。还实施了结合熵权的灰色关联分析方法来确定单点渐进成形的最佳工艺变量。结果表明,刀具直径对 SPIF 产品的减薄影响最大,其次是板材厚度、步长和进给速度。

更新日期:2021-06-29
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