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A Response Surface Methodology Approach for The Optimisation of Energy and Waste Manufactured by Portable 3D Printing

机译:一种响应面方法方法,用于优化便携式3D打印制造的能量和废物

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Additive manufacturing (AM) processes suchas fused deposition modeling (FDM) give a materialefficient effect to minimize material waste better than thesubtractive machining process. The application of AMcould also save energy, but the research on energyconsumption of the process is not explored critically.Besides, the fabricated parts that suffer badly from lowpart quality require extra time and cost to improve theirquality. Therefore, in this study, the optimization of builtparameters was identified and analyzed to considermaterial waste and energy consumption using ResponseSurface Methodology (RSM). An optimal solution formaterial waste and energy consumption was determined byusing the Minitab Response Optimizer tool. The result foroptimal settings was; a number of shells = 3, sliceorientation = 0o, layer height = 0.4 mm, and infillpercentage = 100%, and the parameters gave the lowestvalues of waste and energy consumption. The confirmationtest has shown that the percentages of error for responsevariables were within 11% to 26%, which are consideredlow due to some external sources of errors as the Rsquared was not perfect as 100%.
机译:添加剂制造(AM)处理Supas融合沉积建模(FDM)给出了制品,以使材料浪费更大地优于Ch值加工过程。 Amcould的应用还节省了能源,但对该过程的能量监测的研究没有批评。基础,从Lowpart质量遭受严重受损的制造部分需要额外的时间和成本来提高它们。因此,在本研究中,鉴定了内容的优化,并使用响应曲面方法(RSM)来识别并分析以使垃圾和能量消耗。通过使用Minitab响应优化器工具确定最佳解决方案液体废物和能量消耗。结果出口设置是;许多壳= 3,SliceOlientation = 0O,层高= 0.4mm,infillpercentage = 100%,并且参数给出了浪费和能量消耗的低价值。确认最终表明,响应遗传率的误差百分比在11%至26%内,这是由于一些外部误差来源,因为rsquared并不完美100%。

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