采用田口法优化参数对3d打印过程强度的影响

H. Radhwan, Z. Shayfull, A. Abdellah, A. R. Irfan, K. Kamarudin
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引用次数: 18

摘要

熔融沉积建模(FDM)是一种快速成型(RP)技术,由于它能够在合理的时间内构建具有复杂几何形状的功能部件。制造零件的质量取决于许多工艺变量。在本研究中,考虑了三个重要的工艺参数,如层厚、取向和填充。研究了它们对试件抗拉强度和抗折强度的影响。为了减少实验次数,采用田口法进行实验。开发了与响应和工艺参数相关的经验模型。采用方差分析(ANOVA)对模型的有效性进行检验。强度弱的主要原因可能是层内或层间的变形。最后,利用可取性函数的概念,使所有响应同时最大化。研究发现,为了找到适合三维打印(3D打印)熔融沉积建模(FDM)的良好强度,建议采用层厚0.25 mm、取向0度、填充率100%。结果表明,对三维打印(3D printing)熔融沉积成型(FDM)工艺强度影响最大的因素是填充材料,其次是取向和层厚。熔融沉积建模(FDM)是一种快速成型(RP)技术,由于它能够在合理的时间内构建具有复杂几何形状的功能部件。制造零件的质量取决于许多工艺变量。在本研究中,考虑了三个重要的工艺参数,如层厚、取向和填充。研究了它们对试件抗拉强度和抗折强度的影响。为了减少实验次数,采用田口法进行实验。开发了与响应和工艺参数相关的经验模型。采用方差分析(ANOVA)对模型的有效性进行检验。强度弱的主要原因可能是层内或层间的变形。最后,利用可取性函数的概念,使所有响应同时最大化。结果表明,采用层厚0.25 mm,取向0度,填充率100%均可达到理想的效果。
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Optimization parameter effects on the strength of 3D-printing process using Taguchi method
Fused deposition modelling (FDM) is a fast growing rapid prototyping (RP) technology due to its ability to build functional parts having a complex geometrical shape in a reasonable time period. The quality of built parts depends on many process variables. In this study, three important process parameters, such as layer thickness, orientation, and infill, are considered. Their influence on two responses such as tensile and flexural strength of test specimen is studied. Experiments are conducted based on the Taguchi method in order to reduce experimental runs. Empirical models relating response and process parameters are developed. The validity of the models is tested using analysis of variance (ANOVA). The major reason for weak strength may be attributed to distortion within or between the layers. Finally, the concept of desirability function is used for maximizing all responses simultaneously. It was found out that the use of layer thickness 0.25 mm, the orientation of 0 degrees, and infill of 100% are suggested in order to find the good strength for three-dimensional printing (3D printing) fused deposition modeling (FDM). Based on the result, it shows that the infill is the most significant factors that affect the strength of the three-dimensional printing (3D printing) fused deposition modeling (FDM) process followed by orientation and the layer thickness.Fused deposition modelling (FDM) is a fast growing rapid prototyping (RP) technology due to its ability to build functional parts having a complex geometrical shape in a reasonable time period. The quality of built parts depends on many process variables. In this study, three important process parameters, such as layer thickness, orientation, and infill, are considered. Their influence on two responses such as tensile and flexural strength of test specimen is studied. Experiments are conducted based on the Taguchi method in order to reduce experimental runs. Empirical models relating response and process parameters are developed. The validity of the models is tested using analysis of variance (ANOVA). The major reason for weak strength may be attributed to distortion within or between the layers. Finally, the concept of desirability function is used for maximizing all responses simultaneously. It was found out that the use of layer thickness 0.25 mm, the orientation of 0 degrees, and infill of 100% are su...
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