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Process parameter optimization for tensile strength of 3D printed parts using response surface methodology

机译:使用响应表面方法的3D印刷部件拉伸强度的工艺参数优化

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Quality of 3D printed part is highly dependent on process parameters of 3D printer.In this study,authors investigated the effects of layer thickness and build orientation on tensile strength of part produced by a 3D printer.The experiments were conducted on ZCorp’s ZPrinter 450 by fabricating ZP150 powder’s dumbbell shaped test specimens.Box-Behnken Design(BBD)of response surface methodology(RSM)of design of experiment was used to obtain the number of experiments and results were analyzed using ANOVA and regression analysis methods.Optimization of the process parameters was done by one-way ANNOVA in Minitab software.The results show that tensile strength decreases with increasing layer thickness.For orientation of the part in XY Plane,tensile strength increases with increasing rotation.For XZ and YZ plane tensile strength first decreases till 45° and then increases rapidly up to 90°.
机译:3D印刷部分的质量高度依赖于3D打印机的过程参数。本研究中,作者研究了层厚度和建立方向对3D打印机产生的部件的抗拉强度的影响。通过制造在Zcorp的Zprinter 450上进行实验ZP150粉末的哑铃形状测试标本。响应表面方法(RSM)的响应面方法(RSM)用于获得实验的数量,并使用ANOVA和回归分析方法分析结果。过程参数优化是通过Minitab软件的单向Annova完成。结果表明,抗拉强度随着层厚的增加而降低。对于XY平面部分的方向,旋转旋转的抗拉强度增加。对于XZ和YZ平面拉伸强度,速度下降至45°。然后将迅速增加至90°。

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