基于方差分析算法的多点成形减薄预测与强化

T. Abaas, K. M. Younis, K. Mansor
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引用次数: 0

摘要

多点成形是一个工程概念,这意味着模具和/或冲头的工作表面由单个有源元件(称为销)的半球形端部组成,其中每个销可以使用几何可重构的模具独立地垂直移动,节省了宝贵的生产时间,因为无需悬挂工具即可制造多种不同的产品。本工作的目的是介绍许多参数(坯料夹持器类型、橡胶厚度和成型速度)对厚度为0.71mm的黄铜减薄的影响。本研究的重点是开发预测模型,使用方差分析(ANOVA)来估计厚度的最小偏差,并对最小厚度偏差进行了建模。在该预测模型的开发过程中,将坯料夹持器、橡胶厚度和成型速度作为模型参数。将最小厚度偏差作为响应参数的算术运算用于评估多点成形零件的减薄程度。所需的数据已经生成,并与从实验中获得的所提出的模型进行了比较和评估。基于L9正交阵列,采用田口算法预测了黄铜(65-35)成形过程中成形参数对减薄的影响。通过方差分析,找出了影响厚度偏差的最佳因素。研究结果表明,压边器类型、橡胶厚度和成型速度对最小厚度偏差的贡献分别为(69.195、18.1%和12.733)%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
PREDICTION AND ENHANCEMENT OF THICKNESS REDUCTION IN MULTI-POINT FORMING PROCESS USING ANOVA ALGORITHM
Multipoint forming is an engineering concept which means that the working surface of the dieand/or punch is made up of hemispherical ends of individual active elements (called pins), whereeach pin can be independently, vertically displaced using a geometrically reconfigurable die,precious production time is saved because several different products can be made withoutchanging tools. The aim of this work is to present the effect of many parameters (blank Holdertypes, rubber thickness and forming speed) on the reduction of thickness for brass with 0.71 mmthickness. This research is concentrate on the development of predictive models to estimate theminimum deviation in thickness using analysis of variance (ANOVA), minimum thicknessdeviation has been modeled. In the development of this predictive model, blank holder, rubberthickness and forming speed have been considered as model parameters. Arithmetic theminimum thickness deviation used as response parameter to assess the thickness reduction ofMultipoint forming parts. The data required has been generated, compared and evaluated to theproposed models that obtained from experiments. Taguchi algorithm is used to predict theeffect of forming parameters on thickness reduction in forming process of Brass (65-35) basedon orthogonal array of L9. The analysis of variance was used to find the best factors that effecton the thickness deviation, The result of this research is the contribution of blank holder types,rubber thickness and forming speed with respect to minimum thickness deviation is (69.195,18.1 and 12.733) % respectively.
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