Parametric appraisal of fused deposition modelling process using the grey Taguchi method

被引:122
作者
Sood, A. K. [2 ]
Ohdar, R. K. [3 ]
Mahapatra, S. S. [1 ]
机构
[1] Natl Inst Technol, Dept Mech Engn, Rourkela 769008, Orissa, India
[2] Natl Inst Foundry & Forge Technol, Dept Mfg Engn, Ranchi, Bihar, India
[3] Natl Inst Foundry & Forge Technol, Dept Forge Technol, Ranchi, Bihar, India
关键词
rapid prototyping; dimensional accuracy; shrinkage; shape error; grey relational grade; ACCURACY; IMPROVE;
D O I
10.1243/09544054JEM1565
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Dimensional accuracy of a fused deposition modelling (FDM) built part is greatly influenced by many process parameters. In this Study, the effect of five process parameters Such as layer thickness, part build orientation, raster angle, air gap, and raster width along with their interactions has been studied using Taguchi's L-27 orthogonal array. Experimental results indicate that the measured dimension is always more than the desired value along the thickness direction but the length, width, and diameter of hole of test part are less than the desired value. It has been observed that optimal factor settings for each performance characteristic such as percentage change in length, width, thickness, and diameter are different. In order to minimize four responses Simultaneously, the grey-Taguchi method is adopted and Optimum factor levels have been reported. Finally, overall dimensional accuracy is predicted using artificial neural network (ANN).
引用
收藏
页码:135 / 145
页数:11
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