首页> 外国专利> SELF-CORRECTING MULTIVARIATE ANALYSIS FOR USE IN MONITORING DYNAMIC PARAMETERS IN PROCESS ENVIRONMENTS

SELF-CORRECTING MULTIVARIATE ANALYSIS FOR USE IN MONITORING DYNAMIC PARAMETERS IN PROCESS ENVIRONMENTS

机译:自校正多元分析用于过程环境中动态参数的监测

摘要

A method and apparatus for process monitoring are provided. Process monitoring includes (i) generating a multivariate analysis reference model of a process environment from data corresponding to monitored parameters of the process environment; (ii) designating at least one of the monitored parameters as being correlated to maturation of the process environment; (iii) collecting current process data corresponding to the monitored parameters, including the at least one designated parameter; and (iv) scaling the multivariate reference model based on the current process data of the at least one designated parameter to account for maturation of the process environment. The method further includes generating one or more current multivariate analysis process metrics that represent a current state of the process environment from the current process data; and comparing the current process metrics to the scaled reference model to determine whether the current state of the process environment is acceptable.
机译:提供了一种用于过程监控的方法和设备。过程监视包括:(i)根据与过程环境的监视参数相对应的数据生成过程环境的多元分析参考模型; (ii)指定至少一个与工艺环境的成熟相关的监控参数; (iii)收集与监测到的参数相对应的当前过程数据,包括至少一个指定参数; (iv)基于所述至少一个指定参数的当前过程数据来缩放所述多元参考模型,以解决所述过程环境的成熟。该方法进一步包括从当前过程数据生成一个或多个当前多元分析过程度量,其表示过程环境的当前状态。并将当前过程度量与缩放后的参考模型进行比较,以确定过程环境的当前状态是否可接受。

著录项

  • 公开/公告号EP1907908A2

    专利类型

  • 公开/公告日2008-04-09

    原文格式PDF

  • 申请/专利权人 MKS INSTRUMENTS INC.;

    申请/专利号EP20060786397

  • 发明设计人 LEV-AMI UZI JOSEF;HENDLER LAWRENCE;

    申请日2006-07-05

  • 分类号G05B23/02;

  • 国家 EP

  • 入库时间 2022-08-21 19:56:13

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