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System and method for identifying semiconductor process steps for queue-time control and abnormality detection

机译:用于识别用于队列时间控制和异常检测的半导体工艺步骤的系统和方法

摘要

A computer-implemented method and system for identifying process steps for purposes of queue-time control and abnormality detection is provided. In one example, the method includes retrieving manufacturing information associated with a fabrication process, where the manufacturing information includes multiple process step pairs. The manufacturing information may be divided into at least a high group and a low group using a statistical clustering method. Values, such as P-values, may then be calculated for each process step pair by applying a non-parametric statistical method to the high and low groups. The process step pairs may be ranked based on their calculated values, and redundant process step pairs may be eliminated. The remaining process step pairs may then be analyzed to identify a particular process step or process step pair.
机译:提供了一种计算机实现的方法和系统,其用于出于排队时间控制和异常检测的目的识别处理步骤。在一示例中,该方法包括检索与制造过程相关的制造信息,其中制造信息包括多个过程步骤对。使用统计聚类方法可以将制造信息至少分为高组和低组。然后,可以通过将非参数统计方法应用于高组和低组来为每个处理步骤对计算值,例如P值。可以基于它们的计算值对过程步骤对进行排序,并且可以消除多余的过程步骤对。然后可以分析其余的处理步骤对以识别特定的处理步骤或处理步骤对。

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