Machine grouping algorithm for stepper back-up and an empirical study

Chia-Yu Hsu, Chen-Fu Chien, Yung-Chen Tsao, Cheng-Yi Li
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Abstract

Considering the limitations of the operation cost and the flexibility need of the manufacturing, the wafer was unable to expose in the same stepper from layer to layer in the real setting. In addition, the lithographic systems also require appreciate back-ups to avoid the yield loss as the equipment fault or shut-down for maintenance. This study aims to develop a machine group algorithm for the stepper and thus propose appropriate back-up based on the similarity of systematic overlay errors and residuals. The results are confirmed with judgments of domain experts and thus validated this approach
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步进备份的机器分组算法及实证研究
考虑到操作成本的限制和制造的灵活性需求,晶圆在实际环境中无法在同一步进中逐层暴露。此外,光刻系统还需要适当的备份,以避免设备故障或停机维修造成的产量损失。本研究的目的是开发一种步进算法,并基于系统叠加误差和残差的相似性提出适当的备份。结果与领域专家的判断相吻合,从而验证了该方法的有效性
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