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New Tolerance Analysis Model for Normal Mean Shift in Manufacturing Process

机译:制造过程中法向均值偏移的新公差分析模型

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In this paper, we discuss the tolerance analysis methods for the component with a mean shift or drift. A new tolerance analysis model that assumes the mean shift in normal distribution rather than in uniform distribution is proposed. Simulation shows that the difference between the uniform distribution and normal distribution is 1.7%, which can be ignored, for mean shift to one standard deviation (σ). However, the difference becomes significant when the mean shift increases. The difference increases to 5.2% with 1.5σ shift, to 10.9% for 2σ shift, and up to 30.4% for 3σ shift. As normal distribution is a better model for statistical mean shift in manufacturing process, this investigation shows that the proposed tolerance analysis model can give a better model compared to conventional models.
机译:在本文中,我们讨论了具有均值漂移或漂移的零件的公差分析方法。提出了一种新的公差分析模型,该模型假设正态分布中的均值漂移而不是均匀分布中的均值漂移。仿真表明,对于平均偏移到一个标准偏差(σ)而言,均匀分布和正态分布之间的差异为1.7%,可以忽略不计。但是,当平均偏移增加时,差异变得明显。差异在1.5σ偏移时增加到5.2%,在2σ偏移时增加到10.9%,在3σ偏移时增加到30.4%。由于正态分布是制造过程中统计均值漂移的较好模型,因此该研究表明,与常规模型相比,提出的公差分析模型可以提供更好的模型。

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