针对光刻相关故障的高灵敏度检测系统中的敏捷晶圆厂检测算法、良率影响的监测与评估

H. Matsushita, K. Mitsutake, Y. Arakawa, T. Ishibumi, Y. Ushiku
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引用次数: 0

摘要

利用失效比特数(FBC)数据计算特征因子,实现了光刻相关故障的自动检测。将光刻相关故障的频率作为时间序列数据进行监测,并通过相关的机器数据确定故障的来源。该方法可以对光刻相关故障进行分类,并根据故障发生频率和成品率损失自动评估其对成品率的影响。
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Highly sensitive inspection system for lithography-related faults in agile-fab detecting algorithm, monitoring and evaluation of yield impact
We performed automatic detection of lithography-related faults by characteristic factors calculated from Fail Bit Count (FBC) data. The frequency of lithography-related faults was monitored as time series data and their origin was specified by correlating machine data. We could classify lithography-related faults and evaluate their yield impact from their frequency and yield loss automatically.
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