Optimization of AL6061-T6 Tube End Forming Process Using Response Surface Method

IF 0.8 Q3 ENGINEERING, MULTIDISCIPLINARY Modelling and Simulation in Engineering Pub Date : 2021-04-10 DOI:10.1155/2021/5532276
A. Shaaban, A. Elsabbagh
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引用次数: 1

Abstract

Tube end closing is a metal forming process that replaces welding processes while closing tubes ends. It depends on deforming a rotating tube using a roller, and therefore, it is also called tube end spinning. The process involves many parameters like contact depth, roller inclination angle, roller diameter, mandrel curvature, and tube rotational speed. This study develops a finite element model (FE-model) for this process and validates it through experimental results. The numerical and experimental results have shown minor deviation of 1.87%. The FE-model is then employed to carry out a statistical analysis based on the response surface method (RSM). The analysis of variance (ANOVA) and regression analysis have proved the accuracy of the obtained mathematical model. The contact depth has proved to have the most significant effect in the process responses, while the roller diameter has the least effect. Finally, an optimization analysis is carried out to select the finest conditions for the process.
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响应面法优化AL6061-T6管端部成形工艺
管端闭合是一种金属成形工艺,在管端闭合时取代焊接工艺。它依赖于使用滚轮使旋转管变形,因此也称为管端旋压。该过程涉及许多参数,如接触深度,滚子倾角,滚子直径,心轴曲率和管转速。本研究建立了该过程的有限元模型(FE-model),并通过实验结果进行了验证。数值和实验结果表明,偏差较小,为1.87%。然后利用有限元模型进行基于响应面法(RSM)的统计分析。方差分析(ANOVA)和回归分析证明了所得数学模型的准确性。接触深度对过程响应的影响最为显著,而滚子直径对过程响应的影响最小。最后进行了优化分析,选择了最佳工艺条件。
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来源期刊
Modelling and Simulation in Engineering
Modelling and Simulation in Engineering ENGINEERING, MULTIDISCIPLINARY-
CiteScore
2.70
自引率
3.10%
发文量
42
审稿时长
18 weeks
期刊介绍: Modelling and Simulation in Engineering aims at providing a forum for the discussion of formalisms, methodologies and simulation tools that are intended to support the new, broader interpretation of Engineering. Competitive pressures of Global Economy have had a profound effect on the manufacturing in Europe, Japan and the USA with much of the production being outsourced. In this context the traditional interpretation of engineering profession linked to the actual manufacturing needs to be broadened to include the integration of outsourced components and the consideration of logistic, economical and human factors in the design of engineering products and services.
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