公开(公告)号：US20060271210A1

公开(公告)日：2006-11-30

申请号：US11116920

申请日：2005-04-28

申请人： Rajesh Subbu ,  Piero Bonissone ,  Neil Eklund ,  Naresh Iyer ,  Rasiklal Shah ,  Weizhong Yan ,  Chad Knodle ,  James Schmid

发明人： Rajesh Subbu ,  Piero Bonissone ,  Neil Eklund ,  Naresh Iyer ,  Rasiklal Shah ,  Weizhong Yan ,  Chad Knodle ,  James Schmid

IPC分类号： G05B13/02

CPC分类号： G06K9/623 ,  G06N3/126

摘要： A method and system for performing model-based multi-objective asset optimization and decision-making is provided. The method includes building at least two predictive models for an asset. The building includes categorizing operational historical data via at least one of: controllable variables, uncontrollable variables, output objectives, and constraints. The building also includes selecting at least two output objectives or constraints, and identifying at least one controllable or uncontrollable variable suitable for achieving the at least two output objectives or constraints. The method also includes validating each predictive model and performing multi-objective optimization using the predictive models. The multi-objective optimization includes specifying search constraints and applying a multi-objective optimization algorithm. The method further includes generating a Pareto Frontier, and selecting a Pareto optimal input-output vector.

公开(公告)号：US20060247798A1

公开(公告)日：2006-11-02

申请号：US11117596

申请日：2005-04-28

申请人： Rajesh Subbu ,  Piero Bonissone ,  Neil Eklund ,  Naresh Iyer ,  Rasiklal Shah ,  Weizhong Yan ,  Chad Knodle ,  James Schmid

发明人： Rajesh Subbu ,  Piero Bonissone ,  Neil Eklund ,  Naresh Iyer ,  Rasiklal Shah ,  Weizhong Yan ,  Chad Knodle ,  James Schmid

IPC分类号： G05B13/02

CPC分类号： G06N3/126

摘要： A method and system for performing multi-objective predictive modeling, monitoring, and update for an asset is provided. The method includes determining a status of each of at least two predictive models for an asset as a result of monitoring predicted performance values. The status of each predictive model includes at least one of: acceptable performance values, validating model, and unacceptable performance values. Based upon the status of each predictive model, the method includes performing at least one of: terminating use of the at least two predictive models for the asset, generating an alert for the asset of the status of the at least two predictive models, and updating the at least two predictive models based upon the status of the at least two predictive models.

摘要翻译： 提供了一种用于执行资产的多目标预测建模，监控和更新的方法和系统。 该方法包括作为监视预测的性能值来确定资产的至少两个预测模型中的每一个的状态。 每个预测模型的状态包括以下中的至少一个：可接受的性能值，验证模型和不可接受的性能值。 基于每个预测模型的状态，所述方法包括执行以下中的至少一个：终止使用所述资产的所述至少两个预测模型，为所述资产生成所述至少两个预测模型的状态的警报，以及更新 基于所述至少两个预测模型的状态的所述至少两个预测模型。

公开(公告)号：US20050262236A1

公开(公告)日：2005-11-24

申请号：US10829528

申请日：2004-04-22

申请人： Alan Schachtely ,  John Grant ,  Richard Gomer ,  Bradley Kelly ,  Chad Knodle ,  Patrick Pfrehm ,  James Schmid

发明人： Alan Schachtely ,  John Grant ,  Richard Gomer ,  Bradley Kelly ,  Chad Knodle ,  Patrick Pfrehm ,  James Schmid

IPC分类号： G05B23/02 ,  G01M19/00 ,  G01R31/00 ,  G05B15/00 ,  G05B19/048 ,  G05B23/00 ,  G06F15/173 ,  G06F17/40

CPC分类号： G05B23/0227

摘要： A method of managing a machinery monitoring system is provided. The machinery monitoring system includes a database of at least one rule set, the rule set including at least one rule expressed as a relational expression of a real-time data output relative to a real-time data input, the relational expression being specific to a plant asset. The method includes importing data representative of a rule set into the machinery monitoring system, applying the at least one rule set to a specific plant asset wherein the at least one rule set is configured to locate the data input using at least a portion of the relative path information, determining a data output of the at least one rule set using the at least one relational expression and the data input, and transmitting the data output to at least one of the machinery monitoring system and the plant monitoring and control system.

摘要翻译： 提供了一种管理机器监控系统的方法。 所述机械监控系统包括至少一个规则集合的数据库，所述规则集包括表示为相对于实时数据输入的实时数据输出的关系表达式的至少一个规则，该关系表达式特定于 植物资产。 该方法包括将代表规则集的数据导入到机械监控系统中，将至少一个规则集合应用于特定工厂资产，其中至少一个规则集被配置为使用相对的至少一部分来定位数据输入 路径信息，使用所述至少一个关系表达式和所述数据输入来确定所述至少一个规则集合的数据输出，以及将所述数据输出发送到所述机械监控系统和所述工厂监视和控制系统中的至少一个。

公开(公告)号：US20070135944A1

公开(公告)日：2007-06-14

申请号：US11301399

申请日：2005-12-12

申请人： James Schmid ,  Patrick Pfrehm ,  Brad Kelly ,  Chad Knodle ,  Danni David

发明人： James Schmid ,  Patrick Pfrehm ,  Brad Kelly ,  Chad Knodle ,  Danni David

IPC分类号： G05B15/00

CPC分类号： G05B23/0272

摘要： An apparatus and method for receiving operational data and displaying summaries of processes for an industrial system includes a block object to define blocks for defining aspects of variables related to the operational data as well as a display client for using the blocks to provide useful and concise summaries of the processes.

摘要翻译： 一种用于接收操作数据并显示工业系统的处理摘要的装置和方法包括块对象，用于定义用于定义与操作数据相关的变量的方面的块，以及显示客户端，用于使用块提供有用和简明的摘要 的过程。

公开(公告)号：US20050240545A1

公开(公告)日：2005-10-27

申请号：US10829585

申请日：2004-04-22

申请人： Alan Schachtely ,  John Grant ,  Richard Gomer ,  Bradley Kelly ,  Chad Knodle ,  Patrick Pfrehm ,  James Schmid

发明人： Alan Schachtely ,  John Grant ,  Richard Gomer ,  Bradley Kelly ,  Chad Knodle ,  Patrick Pfrehm ,  James Schmid

IPC分类号： G06N5/02

CPC分类号： G05B23/0227

摘要： A computer-implemented method of managing a machinery monitoring system is provided. The method includes relating an asset output to at least one asset input, generating at least one rule based on the relation, selecting at least one of live asset data, historical asset data, user-supplied asset data, and third party supplied asset data to test the at least one rule, testing the at least one rule incrementally using the selected asset data, and monitoring the output of the at least one rule at each increment.

摘要翻译： 提供了一种管理机器监控系统的计算机实现方法。 该方法包括将资产输出与至少一个资产输入相关联，基于该关系生成至少一个规则，从活资产数据，历史资产数据，用户提供的资产数据和第三方提供的资产数据中选择至少一个， 测试所述至少一个规则，使用所选择的资产数据递增地测试所述至少一个规则，以及在每个增量处监视所述至少一个规则的输出。