过程退化和学习过程共同作用下的过程能力指数

A. Jeang, Chien-Ping Chung, Zih-Huei Wang
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引用次数: 0

摘要

过程能力指数(PCI)通常用于在受控条件下测量过程在功能规范内的性能能力。因此,PCI可用于评估给定工艺下产品的可制造性;也就是说,给定它的过程设定和自然变化。然而,由于过程恶化和学习过程,初始过程设置可能会变成假设置,过程方差可能会减少。这两种影响可能同时发生,在某些情况下可能相互依赖。在这方面,本研究提出了同时考虑过程退化和学习效应的PCI表达。所提出的PCI表达式的可能应用不仅限于在线过程评估,还应限于离线产品和过程设计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Process Capability Index Under Simultaneous Effects of Process Deterioration and Learning Process
Process Capability Index (PCI) is often applied to measure the process’s ability of performance within functional specifications under controlled conditions. Thus, PCI can be used to evaluate the manufacturability of the product with given processes; namely, given its process setting and natural variation. However, initial process setting may become false setting and process variance may decrease because process deterioration and learning process respectively. These two effects may occur simultaneously and could be dependent for some case. In these regards, this research presents PCI expression which considers process deterioration and learning effect concurrently. The possible applications for presented PCI expression should not limit only for on-line process evaluation but also for off-line product and process design.
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