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Mathematical modelling of surface roughness for vapour processing of ABS parts fabricated with fused deposition modelling

机译:用熔融沉积建模法对ABS零件进行蒸汽处理的表面粗糙度的数学建模

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摘要

Fused deposition modelling (FDM) has number of applications in the field of metal casting but the poor surface finish acts as major obstruction against rapid investment casting of the replicas prepared by this process. The vapour smoothing (VS) has proved to be promising technique as fine details of parts are preserved due to absence of tool-work piece contact and mechanical force. In the present study, the outcome of Taguchi and ANOVA analysis has been used to develop a mathematical model for average surface roughness of vapour treated parts prepared by FDM. The relationship between six input parameters, two of FDM and four of VS has been derived using Buckingham's Pi theorem. The study explored the effect of smoothing time and number of cycles on surface roughness and as confirmed by statistical analysis. The model gives output in form of percentage change in surface roughness as a function of smoothing time and number of cycles where final roughness of vapour exposed FDM parts can be predicted. (C) 2016 The Society of Manufacturing Engineers. Published by Elsevier Ltd. All rights reserved.
机译:熔融沉积建模(FDM)在金属铸造领域有许多应用,但是不良的表面光洁度严重阻碍了通过该工艺制备的复制品的快速熔模铸造。事实证明,由于没有工具与工件的接触和机械力,零件的精细细节得以保留,因此蒸汽平滑(VS)技术是很有前途的技术。在本研究中,田口(Taguchi)和ANOVA分析的结果已用于开发FDM制备的汽相处理零件的平均表面粗糙度的数学模型。六个输入参数之间的关系,FDM中的两个和VS中的四个,已经使用白金汉的Pi定理推导出来。该研究探索了平滑时间和循环次数对表面粗糙度的影响,并通过统计分析加以证实。该模型以平滑度和周期数的函数形式给出表面粗糙度百分比变化形式的输出,其中可以预测暴露于蒸气的FDM零件的最终粗糙度。 (C)2016年制造工程师学会。由Elsevier Ltd.出版。保留所有权利。

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