Multiobjective optimization of process variables in single-point incremental forming using grey relational analysis coupled with entropy weights

被引:9
作者
Dabwan, Abdulmajeed [1 ]
Ragab, Adham E. [1 ]
Saleh, Mohamed A.
Ghaleb, Atef M. [1 ]
Ramadan, Mohamed Z. [1 ]
Mian, Syed Hammad [2 ]
Khalaf, Tamer M. [1 ,3 ]
机构
[1] King Saud Univ, Coll Engn, Dept Ind Engn, Riyadh, Saudi Arabia
[2] King Saud Univ, Adv Mfg Inst, Riyadh, Saudi Arabia
[3] Al Azhar Univ, Coll Engn, Dept Mech Engn, Cairo, Egypt
关键词
Single-point incremental forming; stresses; strains; thinning; factorial design; grey relational analysis; entropy method; PROCESS PARAMETERS; SURFACE-ROUGHNESS; FORMABILITY; ACCURACY; FRACTURE; LIMITS;
D O I
10.1177/14644207211020401
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
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.
引用
收藏
页码:2056 / 2070
页数:15
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