首页> 外国专利> A manufacturing process determination apparatus of a substrate processing apparatus, a substrate processing system, the manufacturing process determination method of a substrate processing apparatus, a learning model group, the generationgeneration method of a learning model group, and a program

A manufacturing process determination apparatus of a substrate processing apparatus, a substrate processing system, the manufacturing process determination method of a substrate processing apparatus, a learning model group, the generationgeneration method of a learning model group, and a program

机译:基板处理设备的制造过程确定装置,基板处理系统,基板处理设备的制造过程确定方法,学习模型组,学习模型组的生成方法,以及节目

摘要

[Problem] To provide a manufacturing process determination apparatus for a substrate processing apparatus capable of easily suppressing a decrease in determination accuracy. [Solution means] The manufacturing process determination device 20 includes a process log acquisition unit 21 that acquires process log data of the substrate processing apparatus 10 , creates input data based on the process log data, and adds the input data to the process log data. Based on the determination unit 22 that makes a determination related to the manufacturing process of the substrate processing apparatus is provided. The judging unit includes a plurality of learning models 25 to which input data are respectively input and respectively outputting judgment results related to the manufacturing process, and the plurality of learning models are generated by performing machine learning using different teacher data. have. The determination unit can switch which learning model among a plurality of learning models is used to perform the determination.
机译:[问题]为提供一种能够容易地抑制确定精度降低的基板处理装置的制造过程确定装置。 [解决方案装置]制造过程确定装置20包括获取基板处理装置10的处理日志数据的处理日志获取单元21,基于处理日志数据创建输入数据,并将输入数据添加到处理日志数据。基于确定单元22,该确定单元22提供了与基板处理设备的制造过程相关的确定。判断单元包括多个学习模型25,其中分别输入的输入数据和分别输出与制造过程相关的判断结果,并且通过使用不同的教师数据执行机器学习来生成多个学习模型。有。确定单元可以切换用于执行确定的多个学习模型中的哪个学习模型。

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