首页> 外国专利> PROCESSING DEVICE MULTIVARIATE ANALYSIS MODEL CREATION METHOD, PROCESSING DEVICE MULTIVARIATE ANALYSIS METHOD, PROCESSING DEVICE CONTROL DEVICE, PROCESSING DEVICE CONTROL SYSTEM

PROCESSING DEVICE MULTIVARIATE ANALYSIS MODEL CREATION METHOD, PROCESSING DEVICE MULTIVARIATE ANALYSIS METHOD, PROCESSING DEVICE CONTROL DEVICE, PROCESSING DEVICE CONTROL SYSTEM

机译:加工设备多元分析模型的创建方法,加工设备多元分析方法,加工设备控制设备,加工设备控制系统

摘要

Detection data detected from a plurality of sensors when a plasma processing device (100A) as a reference and a plasma processing device (100B) of the same type are operated by first setting data are subjected to multivariate analysis so as to create respective multivariate analysis models. After this, when operated by new second setting data, detection data detected from a plurality of sensors of the plasma processing device (100A) are used to create its multivariate analysis model. By using the multivariate analysis model of the plasma processing device (100A) of the second setting data and the multivariate analysis model of the plasma processing device (100B), a multivariate analysis model of the plasma processing device (100B) corresponding to the new second setting data is created. According to this method, for example, even if there is a process characteristic difference between processing devices, a model created for one of the processing devices can be applied directly to another processing device of he same type. Accordingly, there is no need of acquiring data to create a model for each of the processing devices. Thus, it is possible to save labor and reduce the labor hour when creating a model.
机译:当通过第一设置数据操作作为基准的等离子体处理装置(100A)和相同类型的等离子体处理装置(100B)时,从多个传感器检测到的检测数据进行多变量分析,以创建各自的多变量分析模型。此后,当通过新的第二设定数据进行操作时,从等离子体处理装置(100A)的多个传感器检测到的检测数据被用于创建其多元分析模型。通过使用第二设定数据的等离子体处理装置(100A)的多元分析模型和等离子体处理装置(100B)的多元分析模型,与新的第二对应的等离子体处理装置(100B)的多元分析模型设置数据已创建。例如,根据该方法,即使在处理装置之间存在处理特性差异,也可以将针对一个处理装置创建的模型直接应用于相同类型的另一处理装置。因此,不需要获取数据来为每个处理设备创建模型。因此,可以在创建模型时节省劳力并减少工时。

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