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1. 发明授权

US06934931B2 System and method for enterprise modeling, optimization and control 有权
标题翻译：企业建模，优化与控制的系统与方法
公开(公告)号：US06934931B2
公开(公告)日：2005-08-23
申请号：US09827838
申请日：2001-04-05
申请人： Edward Stanley Plumer , Bijan Sayyar-Rodsari , Carl Anthony Schweiger , Ralph Bruce Ferguson, II , William Douglas Johnson , Celso Axelrud
发明人： Edward Stanley Plumer , Bijan Sayyar-Rodsari , Carl Anthony Schweiger , Ralph Bruce Ferguson, II , William Douglas Johnson , Celso Axelrud
IPC分类号： G05B13/02 , G06F9/44 , G06F9/45 , G06Q10/00
CPC分类号： G06Q10/04 , G06Q10/00 , G06Q10/06
摘要： A system and method for performing modeling, prediction, optimization, and control, including an enterprise wide framework for constructing modeling, optimization, and control solutions. The framework includes a plurality of base classes that may be used to create primitive software objects. These objects may then be combined to create optimization and/or control solutions. The distributed event-driven component architecture allows much greater flexibility and power in creating, deploying, and modifying modeling, optimization and control solutions. The system also includes various techniques for performing improved modeling, optimization, and control, as well as improved scheduling and control. For example, the system may include a combination of batch and continuous processing frameworks, and a unified hybrid modeling framework which allows encapsulation and composition of different model types, such as first principles models and empirical models. The system further includes an integrated process scheduling solution referred to as process coordinator that seamlessly incorporates the capabilities of advanced control and execution into a real time event triggered optimal scheduling solution.
摘要翻译：一种用于执行建模，预测，优化和控制的系统和方法，包括用于构建建模，优化和控制解决方案的企业范围框架。框架包括可用于创建原始软件对象的多个基类。然后可以将这些对象组合以创建优化和/或控制解决方案。分布式事件驱动组件架构在创建，部署和修改建模，优化和控制解决方案方面提供了更大的灵活性和强大功能。该系统还包括用于执行改进的建模，优化和控制以及改进调度和控制的各种技术。例如，系统可以包括批处理和连续处理框架的组合，以及允许封装和组合不同模型类型的统一的混合建模框架，诸如第一原理模型和经验模型。该系统还包括被称为过程协调器的集成过程调度解决方案，其将高级控制和执行的能力无缝地结合到实时事件触发的最优调度解决方案中。

2. 发明授权

US09128693B2 Systems and methods for workflow automation, adaptation and integration 有权
标题翻译：用于工作流自动化，适应和集成的系统和方法
公开(公告)号：US09128693B2
公开(公告)日：2015-09-08
申请号：US12842772
申请日：2010-07-23
申请人： Laurence Reid , Michael Szatny , William Douglas Johnson
发明人： Laurence Reid , Michael Szatny , William Douglas Johnson
IPC分类号： G06Q10/00 , G06F9/44 , G06Q10/06 , G06Q10/10
CPC分类号： G06F8/30 , G06Q10/0633 , G06Q10/10
摘要： Systems and methods for implementing complex and disparate workflows, wherein a flexible framework (system architecture) is used for workflow automation, adaptation and integration.
摘要翻译：用于实现复杂和不同工作流的系统和方法，其中灵活的框架（系统架构）用于工作流自动化，适应和集成。

3. 发明申请

US20130338985A1 Systems and Methods for Reducing Reservoir Simulator Model Run Time 审中-公开
标题翻译：减少水库模拟运行时间的系统与方法
公开(公告)号：US20130338985A1
公开(公告)日：2013-12-19
申请号：US13990753
申请日：2010-11-30
申请人： Alejandro Garcia , Jordani Rebeschini , Sergio Henrique Guerra de Sousa , Gerardo Mijares , Jose Antonio Rodriguez , Luigi Alfonso Saputelli , William Douglas Johnson
发明人： Alejandro Garcia , Jordani Rebeschini , Sergio Henrique Guerra de Sousa , Gerardo Mijares , Jose Antonio Rodriguez , Luigi Alfonso Saputelli , William Douglas Johnson
IPC分类号： G06F9/44
CPC分类号： G06F9/44 , E21B49/00 , E21B2041/0028
摘要： Systems and methods for reducing run time for a reservoir simulator model using a proxy model based on a neural network.
摘要翻译：使用基于神经网络的代理模型减少油藏模拟器模型的运行时间的系统和方法。

4. 发明授权

US08504341B2 Methods, systems, and computer readable media for fast updating of oil and gas field production models with physical and proxy simulators 有权
标题翻译：使用物理和代理模拟器快速更新油气田生产模型的方法，系统和计算机可读介质
公开(公告)号：US08504341B2
公开(公告)日：2013-08-06
申请号：US11669928
申请日：2007-01-31
申请人： Alvin Stanley Cullick , William Douglas Johnson
发明人： Alvin Stanley Cullick , William Douglas Johnson
IPC分类号： G06G7/48 , G06F17/10 , G06F15/18 , G01N15/08
CPC分类号： E21B43/00 , E21B2041/0028
摘要： Methods, systems, and computer readable media are provided for fast updating of oil and gas field production optimization using physical and proxy simulators. A base model of a reservoir, well, or a pipeline network is established in one or more physical simulators. A decision management system is used to define uncertain parameters for matching with observed data. A proxy model is used to fit the uncertain parameters to outputs of the physical simulators, determine sensitivities of the uncertain parameters, and compute correlations between the uncertain parameters and output data from the physical simulators. Parameters for which the sensitivities are below a threshold are eliminated. The decision management system validates parameters which are output from the proxy model in the simulators. The validated parameters are used to make production decisions.
摘要翻译：提供了方法，系统和计算机可读介质，用于使用物理和代理模拟器快速更新油气田生产优化。在一个或多个物理模拟器中建立储层，井或管道网络的基本模型。决策管理系统用于定义与观测数据匹配的不确定参数。代理模型用于将不确定参数拟合到物理模拟器的输出，确定不确定参数的灵敏度，并计算不确定参数与物理模拟器的输出数据之间的相关性。消除了灵敏度低于阈值的参数。决策管理系统验证在模拟器中从代理模型输出的参数。经过验证的参数用于制作生产决策。

5. 发明申请

US20070179767A1 METHODS, SYSTEMS, AND COMPUTER-READABLE MEDIA FOR FAST UPDATING OF OIL AND GAS FIELD PRODUCTION MODELS WITH PHYSICAL AND PROXY SIMULATORS 审中-公开
标题翻译：方法，系统和计算机可读介质，用于快速更新油和气体生产模型与物理和代用模拟器
公开(公告)号：US20070179767A1
公开(公告)日：2007-08-02
申请号：US11669911
申请日：2007-01-31
申请人： Alvin Stanley Cullick , William Douglas Johnson
发明人： Alvin Stanley Cullick , William Douglas Johnson
IPC分类号： G06G7/48
CPC分类号： G06F17/5009 , E21B43/00 , E21B2041/0028 , G06F2217/04 , G06F2217/16 , G06F2217/34
摘要： Methods, systems, and computer readable media are provided for fast updating of oil and gas field production optimization using physical and proxy simulators. A base model of a reservoir, well, or a pipeline network is established in one or more physical simulators. A decision management system is used to define uncertain parameters for matching with observed data. A proxy model is used to fit the uncertain parameters to outputs of the physical simulators, determine sensitivities of the uncertain parameters, and compute correlations between the uncertain parameters and output data from the physical simulators. Parameters for which the sensitivities are below a threshold are eliminated. The decision management system validates parameters which are output from the proxy model in the simulators. The validated parameters are used to make production decisions.
摘要翻译：提供了方法，系统和计算机可读介质，用于使用物理和代理模拟器快速更新油气田生产优化。在一个或多个物理模拟器中建立储层，井或管道网络的基本模型。决策管理系统用于定义与观测数据匹配的不确定参数。代理模型用于将不确定参数拟合到物理模拟器的输出，确定不确定参数的灵敏度，并计算不确定参数与物理模拟器的输出数据之间的相关性。消除了灵敏度低于阈值的参数。决策管理系统验证在模拟器中从代理模型输出的参数。经过验证的参数用于制作生产决策。

6. 发明申请

US20070179766A1 METHODS, SYSTEMS, AND COMPUTER-READABLE MEDIA FOR REAL-TIME OIL AND GAS FIELD PRODUCTION OPTIMIZATION USING A PROXY SIMULATOR 审中-公开
公开(公告)号：US20070179766A1
公开(公告)日：2007-08-02
申请号：US11669903
申请日：2007-01-31
申请人： Alvin Stanley Cullick , William Douglas Johnson
发明人： Alvin Stanley Cullick , William Douglas Johnson
IPC分类号： G06G7/48
CPC分类号： E21B49/00 , E21B43/00 , E21B2041/0028
摘要： Methods, systems, and computer readable media are provided for real-time oil and gas field production optimization using a proxy simulator. A base model of a reservoir, well, pipeline network, or processing system is established in one or more physical simulators. A decision management system is used to define control parameters, such as valve settings, for matching with observed data. A proxy model is used to fit the control parameters to outputs of the physical simulators, determine sensitivities of the control parameters, and compute correlations between the control parameters and output data from the simulators. Control parameters for which the sensitivities are below a threshold are eliminated. The decision management system validates control parameters which are output from the proxy model in the simulators. The proxy model may be used for predicting future control settings for the control parameters.

7. 发明授权

US08352226B2 Methods, systems, and computer-readable media for real-time oil and gas field production optimization using a proxy simulator 有权
标题翻译：使用代理模拟器实时油气田生产优化的方法，系统和计算机可读介质
公开(公告)号：US08352226B2
公开(公告)日：2013-01-08
申请号：US11669921
申请日：2007-01-31
申请人： Alvin Stanley Cullick , William Douglas Johnson
发明人： Alvin Stanley Cullick , William Douglas Johnson
IPC分类号： G06G7/48 , G06G7/50 , G01N15/08
CPC分类号： E21B49/00 , E21B43/00 , E21B2041/0028
摘要： Methods, systems, and computer readable media are provided for real-time oil and gas field production optimization using a proxy simulator. A base model of a reservoir, well, pipeline network, or processing system is established in one or more physical simulators. A decision management system is used to define control parameters, such as valve settings, for matching with observed data. A proxy model is used to fit the control parameters to outputs of the physical simulators, determine sensitivities of the control parameters, and compute correlations between the control parameters and output data from the simulators. Control parameters for which the sensitivities are below a threshold are eliminated. The decision management system validates control parameters which are output from the proxy model in the simulators. The proxy model may be used for predicting future control settings for the control parameters.
摘要翻译：提供了使用代理模拟器实时油气田生产优化的方法，系统和计算机可读介质。在一个或多个物理模拟器中建立了储层，井，管网或处理系统的基本模型。决策管理系统用于定义与观测数据匹配的控制参数，如阀门设置。代理模型用于将控制参数拟合到物理模拟器的输出，确定控制参数的灵敏度，并计算控制参数与模拟器的输出数据之间的相关性。消除了灵敏度低于阈值的控制参数。决策管理系统验证在模拟器中从代理模型输出的控制参数。代理模型可用于预测控制参数的未来控制设置。

8. 发明申请

US20110022435A1 Systems and Methods for Workflow Automation, Adaptation and Integration 有权
标题翻译：工作流自动化，适应和集成的系统和方法
公开(公告)号：US20110022435A1
公开(公告)日：2011-01-27
申请号：US12842772
申请日：2010-07-23
申请人： Laurence Reid , Michael Szatny , William Douglas Johnson
发明人： Laurence Reid , Michael Szatny , William Douglas Johnson
IPC分类号： G06Q10/00
CPC分类号： G06F8/30 , G06Q10/0633 , G06Q10/10
摘要： Systems and methods for implementing complex and disparate workflows, wherein a flexible framework (system architecture) is used for workflow automation, adaptation and integration.
摘要翻译：用于实现复杂和不同工作流程的系统和方法，其中灵活的框架（系统架构）用于工作流自动化，适应和集成。

9. 发明授权

US10409616B2 Systems and methods for reducing reservoir simulator model run time 有权
公开(公告)号：US10409616B2
公开(公告)日：2019-09-10
申请号：US13990753
申请日：2010-11-30
申请人： Alejandro Garcia , Jordani Rebeschini , Sergio Henrique Guerra de Sousa , Gerardo Mijares , Jose Antonio Rodriguez , Luigi Alfonso Saputelli , William Douglas Johnson
发明人： Alejandro Garcia , Jordani Rebeschini , Sergio Henrique Guerra de Sousa , Gerardo Mijares , Jose Antonio Rodriguez , Luigi Alfonso Saputelli , William Douglas Johnson
IPC分类号： E21B49/00 , G06F9/44 , E21B41/00
摘要： Systems and methods for reducing run time for a reservoir simulator model using a proxy model based on a neural network.

10. 发明申请

US20090125362A1 Systems and Methods For Workflow Automation, Adaptation and Integration 审中-公开
标题翻译：工作流自动化，适应和集成的系统和方法
公开(公告)号：US20090125362A1
公开(公告)日：2009-05-14
申请号：US12266766
申请日：2008-11-07
申请人： Laurence Reid , Michael Szatny , William Douglas Johnson
发明人： Laurence Reid , Michael Szatny , William Douglas Johnson
IPC分类号： G06Q10/00
CPC分类号： G06F8/30 , G06Q10/0633 , G06Q10/10
摘要： Systems and methods for implementing complex and disparate workflows, wherein a flexible framework (system architecture) is used for workflow automation, adaptation and integration.
摘要翻译：用于实现复杂和不同工作流程的系统和方法，其中灵活的框架（系统架构）用于工作流自动化，适应和集成。

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