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Measuring the Manufacturing Yield for Processes With Multiple Manufacturing Lines

机译:测量具有多条生产线的流程的制造产量

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摘要

Process yield is the most common criterion used in the semiconductor manufacturing industry for measuring process performance. In the globally competitive manufacturing environment, photolithography processes involving multiple manufacturing lines are quite common in the Science-Based Industrial Park in Hsinchu, Taiwan, due to economic scale considerations. In this paper, we develop an effective method for measuring the manufacturing yield for photolithography processes with multiple manufacturing lines. Exact distribution of the estimated measure is analytically intractable. We obtain a rather accurate approximation to the distribution. In addition, we tabulate the lower conference bounds based on the obtained approximated distributions for the convenience of industry applications. We also develop a decision-making method for process precision testing to determine whether a process meets the process yield requirement preset in the factory. For illustration purposes, an application example is included.
机译:工艺良率是半导体制造行业中用于衡量工艺性能的最常见标准。在全球竞争激烈的制造环境中,出于经济规模的考虑,在台湾新竹科学园区内,涉及多条生产线的光刻工艺非常普遍。在本文中,我们开发了一种有效的方法来测量具有多条生产线的光刻工艺的制造良率。估计量的精确分布在分析上是棘手的。我们获得了分布的相当精确的近似值。另外,为方便行业应用,我们基于获得的近似分布将会议下限制表。我们还开发了用于过程精度测试的决策方法,以确定过程是否满足工厂中预设的过程良率要求。为了说明的目的,包括一个应用实例。

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