Optimization of Deformation Behaviors during Continuous Forming Extrusion of C18150 Copper Alloy through Response Surface Methodology

IF 1 Q3 ENGINEERING, MULTIDISCIPLINARY Journal of Optimization Pub Date : 2023-08-31 DOI:10.1155/2023/6682884
Tariku Desta, D. Sinha, P. J. Ramulu
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Abstract

Continuous extrusion (CE) is a method of creating endless profiles of high-quality products of dimensional accurateness, high productivity, and excellent material properties. The main objective of this study is to investigate the influence of CE input process parameters on optimal overall extrusion load requirement and effective stress induced. The input parameters considered were extrusion driving wheel speed, feed metal temperature, tool temperature, and factor of friction proceeding. Numerical simulations of a copper alloy (C18150) were carried out using DEFORM-3D to investigate the impact of the input variables on total load and effective stresses. A mathematical model based on response surface methodology (RSM) was developed for optimized results. The optimized parameters in terms of wheel extrusion velocities, feedstock temperatures, tool temperatures, and friction factors expressed. The ANOVA test was performed to assess the suitability and appropriateness of the model. Using RSM, the optimal load value of 408.167 kN and effective stress of 1241.0 MPa were achieved within the composite preference of 1.0. A load of 408.167 kN had been obtained if the velocity of the wheel, temperatures of feedstock, tool temperatures, and factors of friction are 4 rpm, 500°C, 400°C, and 0.85, respectively. The minimum effective stress of 1241.0 MPa is induced in the feedstock due to the CE process if the velocity of the wheel, temperature of the feedstock, die temperature, and frictional factor were 4 rpm, 500°C, 400°C, and 0.95, respectively.
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基于响应面法的C18150铜合金连续成形挤压变形行为优化
连续挤压(CE)是一种制造尺寸精确、生产率高、材料性能优异的高质量产品的无尽型材的方法。本研究的主要目的是研究CE输入工艺参数对最佳整体挤压载荷要求和有效应力诱导的影响。考虑了挤压驱动轮转速、进给金属温度、刀具温度和加工摩擦因数等输入参数。采用DEFORM-3D软件对某铜合金(C18150)进行了数值模拟,研究了输入变量对总载荷和有效应力的影响。基于响应面法(RSM)建立了优化结果的数学模型。优化后的参数以轮式挤压速度、进料温度、刀具温度和摩擦因数表示。采用方差分析检验评估模型的适宜性和适宜性。采用RSM法,在复合优选值1.0范围内,获得了408.167 kN的最优荷载值和1241.0 MPa的有效应力值。当砂轮速度、进料温度、刀具温度和摩擦系数分别为4rpm、500°C、400°C和0.85时,得到408.167 kN的载荷。当砂轮速度为4 rpm,料温为500℃,模具温度为400℃,摩擦系数为0.95时,由于CE过程,给料中产生的有效应力最小值为1241.0 MPa。
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Journal of Optimization
Journal of Optimization ENGINEERING, MULTIDISCIPLINARY-
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