Analysis and optimization of wire Electro-Discharge Machining process parameters for the efficient cutting of Aluminum 5454 alloy

被引:10
|
作者
Wasif, Muhammad [1 ]
Khan, Yasir Ahmed [1 ]
Zulqarnain, Ali [1 ]
Iqbal, Syed Amir [1 ]
机构
[1] NED Univ Engn & Technol, Dept Ind & Mfg Engn, Univ Rd, Karachi 75270, Pakistan
关键词
Wire EDM; Current; Optimization; Wire wear; Aluminum Alloy; Genetic Algorithm; Surface Roughness; EDM PROCESS; WEDM;
D O I
10.1016/j.aej.2021.11.048
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Aluminum 5454 alloys are considered a subject in this research, widely used in the industry, to develop die tools, molds, engine blocks, aircraft structural components, and many other commercial products. In this research, the WEDM process parameters effects on the Aluminum 5454 alloy tapered workpiece have been investigated. Tapered workpieces with angles of 30 degrees, 45 degrees and 60 degrees are prepared, in which slots are generated using the WEDM process. The taper angle, peak discharge current and pulse-off time are selected as the controllable parameters in this research. Whereas other parameters are kept constant. Impact of the parameters over; kerf width, surface finish, MRR and wire have been investigated. ANOVA is applied to statistically analyze the influence of the factors over the four variables. Regression models for the four variables are determined and the Genetic Algorithm is applied to determine the feasible WEDM process parameters for the desirable magnitudes of the four variables. The regression models and optimized parameter values for different taper angles workpieces of Aluminum 5454 alloy can be used in the industry to increase the productivity and enhanced results.(c) 2021 THE AUTHORS. Published by Elsevier BV on behalf of Faculty of Engineering, Alexandria University This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/ licenses/by-nc-nd/4.0/).
引用
收藏
页码:6191 / 6203
页数:13
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