Optimization of an aluminum profile extrusion process based on Taguchi's method with S/N analysis

被引:32
|
作者
Zhang, Cunsheng [1 ,2 ]
Zhao, Guoqun [1 ]
Chen, Hao [1 ]
Guan, Yanjin [1 ]
Li, Hengkui [3 ]
机构
[1] Shandong Univ, Minist Educ, Key Lab Liquid Solid Struct Evolut & Proc Mat, Jinan 250061, Shandong, Peoples R China
[2] Huazhong Univ Sci & Technol, State Key Lab Mat Proc & Die & Mould Technol, Wuhan 430074, Hubei, Peoples R China
[3] CSR Qingdao Sifang CO LTD, Qingdao 266111, Shandong, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
Aluminum profile extrusion; Velocity relative difference; Taguchi's design of experiment; Signal to noise ratio; Analysis of variance; OPTIMAL-DESIGN; HOT EXTRUSION; PARAMETERS; SIMULATION;
D O I
10.1007/s00170-011-3622-x
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Taguchi's design of experiment and numerical simulation were applied in the optimization of an aluminum profile extrusion process. By means of HyperXtrude, the extrusion process was simulated and the effects of process parameters on the uniformity of metal flow and on the extrusion force were investigated with the signal to noise ratio and the analysis of variance. Through analysis, the optimum combination of process parameters for uniform flow velocity distribution was obtained, with the billet diameter of 170 mm, ram speed of 2.2 mm/s, die temperature of 465A degrees C, billet preheated temperature of 480A degrees C, and container temperature of 425A degrees C. Compared with the initial process parameters, the velocity relative difference in the cross-section of extrudate was decreased from 2.81% to 1.39%. In the same way, the optimum process parameters for minimum required extrusion force were gained, with the billet diameter of 165 mm, ram speed of 0.4 mm/s, die temperature of 475A degrees C, billet preheated temperature of 495A degrees C, and container temperature of 445A degrees C. A 24.7% decrease of required extrusion force with optimum process parameters was realized. Through the optimization analysis in this study, the extrusion performance has been greatly improved. Finally, the numerical results were validated by practical experiments, and the comparison showed that the optimization strategy developed in this work could provide the effective guidance for practical production.
引用
收藏
页码:589 / 599
页数:11
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