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Tolerance analysis in manufacturing using process capability ratio with measurement uncertainty

机译:利用测量不确定性的工艺能力比制造的公差分析

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摘要

Tolerance analysis provides valuable information regarding performance of manufacturing process. It allows determining the maximum possible variation of a quality feature in production. Previous researches have focused on application of tolerance analysis to the design of mechanical assemblies. In this paper, a new statistical analysis was applied to manufactured products to assess achieved tolerances when the process is known while using capability ratio and expanded uncertainty. The analysis has benefits for process planning, determining actual precision limits, process optimization, troubleshoot malfunctioning existing part. The capability measure is based on a number of measurements performed on part’s quality variable. Since the ratio relies on measurements, elimination of any possible error has notable negative impact on results. Therefore, measurement uncertainty was used in combination with process capability ratio to determine conformity and nonconformity to requirements for quality characteristic of a population of workpieces. A case study of sheared billets was described where proposed technique was implemented. The use of ratio was addressed to draw conclusions about non-conforming billet’s weight expressed in parts per million (ppm) associated with measurement uncertainty and tolerance limits. The results showed significant reduction of conformance zone due to the measurement uncertainty.
机译:公差分析提供了有关制造过程性能的有价值的信息。它允许确定生产中质量特征的最大可能变化。以前的研究专注于在机械组件设计中的应用。在本文中,应用了一种新的统计分析在使用能力比在使用能力比和扩展不确定的同时知道该方法时,在制造产品中评估耐受性。分析具有过程规划的好处,确定实际精度限制,过程优化,故障故障现有部分进行故障排除。能力测量基于对部分质量变量进行的多个测量值。由于该比率依赖于测量,因此消除任何可能的错误对结果具有显着的负面影响。因此,测量不确定性与过程能力比结合使用,以确定对工件群体质量特征的要求的符合性和不合格。描述了剪切方坯的案例研究,其中实施了提出的技术。利用比率被解决,以得出关于与测量不确定性和容差限制相关的百万(PPM)的不合格方坯的重量的结论。结果表明由于测量不确定性导致的一致性区的显着减少。

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