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    • 1. 发明授权
    • Apparatus and method for automated closed-loop identification of an industrial process in a process control system
    • 用于过程控制系统中的工业过程的自动闭环识别的装置和方法
    • US08046090B2
    • 2011-10-25
    • US11700557
    • 2007-01-31
    • J. Ward MacArthurCharles Q. Zhan
    • J. Ward MacArthurCharles Q. Zhan
    • G05B13/02
    • G05B17/02
    • An apparatus, method, and computer program are provided for automated closed-loop identification of an industrial process in a process control system. Multiple models (such as multiple model structure-model order combinations) can be identified, where the models are associated with a process to be controlled. One or more metrics (such as a prediction metric or rank) can be determined for each of the models. At least one of the models can be selected based on the one or more metrics. A final model for controlling the process can be provided (such as to a controller), where the final model is based on the at least one selected model. A band pass filter could be designed using some of the identified models. The band pass filter could be used to identify at least one other of the models or to determine at least one of the one or more metrics.
    • 提供了一种用于过程控制系统中的工业过程的自动闭环识别的装置,方法和计算机程序。 可以识别多个模型(例如多模型结构 - 模型顺序组合),其中模型与要控制的过程相关联。 可以为每个模型确定一个或多个度量(诸如预测度量或等级)。 可以基于一个或多个度量来选择至少一个模型。 可以提供用于控制过程的最终模型(例如到控制器),其中最终模型基于至少一个所选择的模型。 可以使用一些识别的模型来设计带通滤波器。 带通滤波器可用于识别至少另一个模型或者确定一个或多个度量中的至少一个。
    • 3. 发明授权
    • Apparatus and method for automated closed-loop identification of an industrial process in a process control system
    • 用于过程控制系统中的工业过程的自动闭环识别的装置和方法
    • US08295952B2
    • 2012-10-23
    • US13238156
    • 2011-09-21
    • J. Ward MacArthurCharles Q. Zhan
    • J. Ward MacArthurCharles Q. Zhan
    • G05B13/02
    • G05B17/02
    • An apparatus, method, and computer program are provided for automated closed-loop identification of an industrial process in a process control system. Multiple models (such as multiple model structure-model order combinations) can be identified, where the models are associated with a process to be controlled. One or more metrics (such as a prediction metric or rank) can be determined for each of the models. At least one of the models can be selected based on the one or more metrics. A final model for controlling the process can be provided (such as to a controller), where the final model is based on the at least one selected model. A band pass filter could be designed using some of the identified models. The band pass filter could be used to identify at least one other of the models or to determine at least one of the one or more metrics.
    • 提供了一种用于过程控制系统中的工业过程的自动闭环识别的装置,方法和计算机程序。 可以识别多个模型(例如多模型结构 - 模型顺序组合),其中模型与要控制的过程相关联。 可以为每个模型确定一个或多个度量(诸如预测度量或等级)。 可以基于一个或多个度量来选择至少一个模型。 可以提供用于控制过程的最终模型(例如到控制器),其中最终模型基于至少一个所选择的模型。 可以使用一些识别的模型来设计带通滤波器。 带通滤波器可用于识别至少另一个模型或者确定一个或多个度量中的至少一个。
    • 5. 发明申请
    • APPARATUS AND METHOD FOR AUTOMATED CLOSED-LOOP IDENTIFICATION OF AN INDUSTRIAL PROCESS IN A PROCESS CONTROL SYSTEM
    • 自动闭环识别过程控制系统中工业过程的装置和方法
    • US20120053704A1
    • 2012-03-01
    • US13238156
    • 2011-09-21
    • J. Ward MacArthurCharles Q. Zhan
    • J. Ward MacArthurCharles Q. Zhan
    • G05B13/02
    • G05B17/02
    • An apparatus, method, and computer program are provided for automated closed-loop identification of an industrial process in a process control system. Multiple models (such as multiple model structure-model order combinations) can be identified, where the models are associated with a process to be controlled. One or more metrics (such as a prediction metric or rank) can be determined for each of the models. At least one of the models can be selected based on the one or more metrics. A final model for controlling the process can be provided (such as to a controller), where the final model is based on the at least one selected model. A band pass filter could be designed using some of the identified models. The band pass filter could be used to identify at least one other of the models or to determine at least one of the one or more metrics.
    • 提供了一种用于过程控制系统中的工业过程的自动闭环识别的装置,方法和计算机程序。 可以识别多个模型(例如多模型结构 - 模型顺序组合),其中模型与要控制的过程相关联。 可以为每个模型确定一个或多个度量(诸如预测度量或等级)。 可以基于一个或多个度量来选择至少一个模型。 可以提供用于控制过程的最终模型(例如到控制器),其中最终模型基于至少一个所选择的模型。 可以使用一些识别的模型来设计带通滤波器。 带通滤波器可用于识别至少另一个模型或者确定一个或多个度量中的至少一个。
    • 6. 发明申请
    • Apparatus and method for automated closed-loop identification of an industrial process in a process control system
    • 用于过程控制系统中的工业过程的自动闭环识别的装置和方法
    • US20080183311A1
    • 2008-07-31
    • US11700557
    • 2007-01-31
    • J. Ward MacArthurCharles Q. Zhan
    • J. Ward MacArthurCharles Q. Zhan
    • G05B13/02
    • G05B17/02
    • An apparatus, method, and computer program are provided for automated closed-loop identification of an industrial process in a process control system. Multiple models (such as multiple model structure-model order combinations) can be identified, where the models are associated with a process to be controlled. One or more metrics (such as a prediction metric or rank) can be determined for each of the models. At least one of the models can be selected based on the one or more metrics. A final model for controlling the process can be provided (such as to a controller), where the final model is based on the at least one selected model. A band pass filter could be designed using some of the identified models. The band pass filter could be used to identify at least one other of the models or to determine at least one of the one or more metrics.
    • 提供了一种用于过程控制系统中的工业过程的自动闭环识别的装置,方法和计算机程序。 可以识别多个模型(例如多模型结构 - 模型顺序组合),其中模型与要控制的过程相关联。 可以为每个模型确定一个或多个度量(诸如预测度量或等级)。 可以基于一个或多个度量来选择至少一个模型。 可以提供用于控制过程的最终模型(例如到控制器),其中最终模型基于至少一个所选择的模型。 可以使用一些识别的模型来设计带通滤波器。 带通滤波器可用于识别至少另一个模型或者确定一个或多个度量中的至少一个。
    • 7. 发明授权
    • Apparatus and method for identifying possible defect indicators for a valve
    • 用于识别阀的可能缺陷指示器的装置和方法
    • US07286945B2
    • 2007-10-23
    • US10717406
    • 2003-11-19
    • Charles Q. ZhanJoseph Z Lu
    • Charles Q. ZhanJoseph Z Lu
    • G01B5/28G01L27/00G05D7/00
    • G05B23/0221
    • A method, apparatus, and computer program are provided for identifying possible indicators of a defective valve. The method, apparatus, and computer program decompose a signal having a plurality of process variable measurements into a plurality of resolution levels. The process variable measurements are associated with operation of a valve. The method, apparatus, and computer program group the resolution levels into a plurality of groups. The method, apparatus, and computer program identify one or more defect indicators for at least some of the resolution levels using the groups. The one or more defect indicators are associated with a possible defect in the valve.
    • 提供了一种用于识别有缺陷阀的可能指示符的方法,装置和计算机程序。 方法,装置和计算机程序将具有多个过程变量测量的信号分解成多个分辨率级别。 过程变量测量与阀的操作相关。 方法,装置和计算机程序将分辨率级别分组成多个组。 方法,装置和计算机程序使用这些组识别用于至少一些分辨率级别的一个或多个缺陷指示符。 一个或多个缺陷指示器与阀的可能缺陷相关联。
    • 10. 发明授权
    • Apparatus and method for identifying possible defect indicators for a valve
    • 用于识别阀的可能缺陷指示器的装置和方法
    • US07274995B2
    • 2007-09-25
    • US10717086
    • 2003-11-19
    • Charles Q. ZhanJoseph Z Lu
    • Charles Q. ZhanJoseph Z Lu
    • G01B5/28
    • G05B23/024
    • A method, apparatus, and computer program are provided for identifying a defective valve. The method, apparatus, and computer program identify one or more indicators of a possible defect in the valve at a plurality of resolution levels. The one or more indicators are identified using at least one of one or more operating characteristics associated with the valve. The method, apparatus, and computer program generate a plurality of indexes associated with the resolution levels, where the indexes are based on the one or more indicators and identify a likelihood of a valve defect. The method, apparatus, and computer program select one of the plurality of resolution levels using at least one of the indexes. The method, apparatus, and computer program determine an overall probability of a valve defect using at least one index associated with the selected resolution level.
    • 提供了一种用于识别有缺陷的阀的方法,装置和计算机程序。 方法,装置和计算机程序以多个分辨率级别识别阀中的可能缺陷的一个或多个指示符。 使用与阀相关联的一个或多个操作特性中的至少一个来识别一个或多个指示器。 方法,装置和计算机程序产生与分辨率级别相关联的多个索引,其中索引基于一个或多个指示符并且识别瓣膜缺陷的可能性。 方法,装置和计算机程序使用至少一个索引来选择多个分辨率级别中的一个。 方法,装置和计算机程序使用与所选择的分辨率水平相关联的至少一个指标来确定瓣膜缺损的总概率。