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Optimization on Selective Fiber Laser Sintering Of Tri- Metallic Powders via Design of Experiments Method

机译:经实验法设计优化三金属粉末的选择性纤维激光烧结

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The objective of this research is to investigate the effect of various parameters on rapid prototyping parts during the process of sintering metal powder by using fiber laser. In order to minimize the percentage of porosities of rapid prototyping (RP) products, sintering a mixture of three metallic powders are investigated. Three metallic powders which are used in this research are Cooper, Iron and Nickel (particle size of Cooper is 5μm, Iron is 70μm and Nickel is 70μm). In addition, control factors and their alternate levels-two levels with 48 run experiments will be identified. The Design of Experiment (DOE) and Analysis of Variance (ANOVA) are used to analyze the results of modeling process. After the ANOVA, a regression model predicting percentages of porosities under various conditions was developed when the traditional Taguchi's approach failed to identify a feasible model due to strong interactions of controlled factors.
机译:本研究的目的是通过使用光纤激光器在烧结金属粉末过程中调查各种参数对快速原型化部件的影响。为了最小化快速原型(RP)产品的孔隙率的百分比,研究了三种金属粉末的混合物进行了研究。用于本研究的三种金属粉末是Cooper,铁和镍(Cooper的粒径为5μm,铁为70μm,镍为70μm)。此外,还将识别控制因素及其具有48个运行实验的两个级别。实验(DOE)的设计和方差分析(ANOVA)用于分析建模过程的结果。在ANOVA之后,当传统的Taguchi的方法未能识别由于受控因素的强烈相互作用而无法识别可行模型时,开发了预测各种条件下的孔隙率的回归模型。

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