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21. 发明申请

US20160112283A1 REMOTE INDUSTRIAL MONITORING AND ANALYTICS USING A CLOUD INFRASTRUCTURE 审中-公开
标题翻译：使用云基础设施进行远程工业监测和分析
公开(公告)号：US20160112283A1
公开(公告)日：2016-04-21
申请号：US14978226
申请日：2015-12-22
申请人： Rockwell Automation Technologies, Inc.
发明人： Francisco Maturana , Juan L. Asenjo
IPC分类号： H04L12/26
CPC分类号： H04L43/04 , G05B15/02 , G05B19/056 , G05B23/0264 , G05B2219/13 , G05B2223/06 , H04L67/125
摘要： A cloud-based infrastructure facilitates gathering, transmitting, and remote storage of control and automation data using an agent-based communication channel. The infrastructure collects the industrial data from an industrial enterprise and intelligently sorts and organizes the acquired data based on selected criteria. Message queues can be configured on the cloud platform to segregate the industrial data according to priority, data type, or other criteria. Behavior assemblies stored in customer-specific manifests on the cloud platform define customer-specific preferences for processing data stored in the respective message queues. An agent-based analytics framework in the cloud platform performs desired analytics on the data using distributed parallel processing.
摘要翻译：基于云的基础设施便于使用基于代理的通信通道收集，传输和远程存储控制和自动化数据。基础设施收集了工业企业的工业数据，并根据选定的标准对所获得的数据进行智能分类和组织。可以在云平台上配置消息队列，以根据优先级，数据类型或其他标准隔离工业数据。存储在云平台上的客户特定清单中的行为程序集定义了用于处理存储在相应消息队列中的数据的客户特定偏好。云平台中基于代理的分析框架使用分布式并行处理对数据执行所需的分析。

22. 发明申请

US20160098025A1 VIRTUAL DESIGN ENGINEERING 审中-公开
标题翻译：虚拟设计工程
公开(公告)号：US20160098025A1
公开(公告)日：2016-04-07
申请号：US14504384
申请日：2014-10-01
申请人： ROCKWELL AUTOMATION TECHNOLOGIES, INC.
发明人： Haithem Mansouri , Francisco Maturana , Leopoldo Paredes
IPC分类号： G05B17/02
CPC分类号： G05B17/02
摘要： Systems, methods, and software to facilitate simulating machines used in industrial automation are disclosed herein. In at least one implementation, motion of a solid model of a machine is analyzed to generate a motion profile of the solid model. An industrial controller system is then configured based on the motion profile of the solid model. A simulation of the machine controlled by the industrial controller system is executed, and motion of the simulation of the machine as controlled by the industrial controller system is analyzed. The motion of the simulation of the machine is then compared to the motion profile of the solid model to determine how closely the motion of the simulation of the machine as controlled by the industrial controller system matches the motion profile of the solid model.
摘要翻译：本文公开了用于工业自动化中使用的模拟机器的系统，方法和软件。在至少一个实现中，分析机器的实体模型的运动以产生实体模型的运动曲线。然后基于实体模型的运动曲线配置工业控制器系统。执行由工业控制器系统控制的机器的模拟，并分析由工业控制器系统控制的机器的模拟运动。然后将机器模拟的运动与实体模型的运动曲线进行比较，以确定由工业控制器系统控制的机器的模拟运动与实体模型的运动曲线匹配的程度。

23. 发明申请

US20140343918A1 SYSTEM AND METHOD FOR EMULATION OF AN AUTOMATION CONTROL SYSTEM 有权
标题翻译：自动化控制系统仿真系统与方法
公开(公告)号：US20140343918A1
公开(公告)日：2014-11-20
申请号：US13894124
申请日：2013-05-14
申请人： ROCKWELL AUTOMATION TECHNOLOGIES, INC.
发明人： Richard Grgic , Charles Rischar , Kenwood Hall , Francisco Maturana
IPC分类号： G06F9/455 , G05B19/042
CPC分类号： G06F9/455 , G05B19/042 , G05B19/0423 , G05B19/0426 , G05B19/056 , G05B2219/13174 , G05B2219/13186 , G05B2219/23258 , G05B2219/23261 , G05B2219/25067
摘要： Present embodiments include an automation control system including one or more processors and memories with an application stored on the one or more memories and implemented by the one or more processors. The application includes an interface configured to communicate with automation devices via a communication subsystem. Further, the application includes an operation environment, a programming environment, and an emulation environment. The programming environment is configured to generate device elements corresponding to the automation devices within the operation environment in which the device elements are configured to functionally interact with the automation devices. The emulation environment is configured to automatically host an emulation model of the automation devices based on the device elements generated within the operation environment.
摘要翻译：现有实施例包括自动化控制系统，其包括一个或多个处理器和具有存储在一个或多个存储器上并由一个或多个处理器实现的应用的存储器。应用程序包括配置为经由通信子系统与自动化设备进行通信的接口。此外，应用程序包括操作环境，编程环境和仿真环境。编程环境被配置为生成对应于操作环境中的自动化设备的设备元件，其中设备元件被配置为在功能上与自动化设备交互。仿真环境被配置为基于在操作环境内生成的设备元素自动地托管自动化设备的仿真模型。

24. 发明申请

US20210142194A1 MACHINE LEARNING DATA FEATURE REDUCTION AND MODEL OPTIMIZATION 有权
公开(公告)号：US20210142194A1
公开(公告)日：2021-05-13
申请号：US16681396
申请日：2019-11-12
申请人： Rockwell Automation Technologies, Inc.
发明人： Francisco Maturana , Phillip LaCasse
IPC分类号： G06N5/04 , G06N20/00
摘要： For machine learning data reduction and model optimization a method randomly assigns each data feature of a training data set to a plurality of solution groups. Each solution group has no more than a solution group number k of data features and each data feature is assigned to a plurality of solution groups. The method identifies each solution group as a high-quality solution group or a low-quality solution group. The method further calculates data feature scores for each data feature comprising a high bin number and a low bin number. The method determines level data for each data feature from the data feature scores using a fuzzy inference system. The method identifies an optimized data feature set based on the level data. The method further trains a production model using only the optimized data feature set. The method predicts a result using the production model.

25. 发明授权

US10360316B2 Integration of simulation of a machine for industrial automation 有权
公开(公告)号：US10360316B2
公开(公告)日：2019-07-23
申请号：US13834850
申请日：2013-03-15
申请人： ROCKWELL AUTOMATION TECHNOLOGIES, INC.
发明人： Francisco Maturana , Leopoldo Paredes , Axel Rodriguez
IPC分类号： G06F17/50 , G05B19/05 , G05B17/02 , G06F9/445
摘要： Methods and systems for creating and running and industrial control system simulation are described herein. The simulation may include animation of a complex machine linked with the industrial control device controlling the complex machine. The simulation may also include links to the physical I/O and other modules of the industrial controller to enhance the functionality of the simulation. This may increase the likelihood that the timing and functionality of the simulation may be more like real-time operation of the industrial control system. This may enhance the system design and save time of system design and start-up and troubleshooting of the operational industrial control system.

26. 发明授权

US09929905B2 Cloud based drive monitoring solution 有权
公开(公告)号：US09929905B2
公开(公告)日：2018-03-27
申请号：US15478761
申请日：2017-04-04
申请人： Rockwell Automation Technologies, Inc.
发明人： Juan L. Asenjo , Francisco Maturana
IPC分类号： G06F15/173 , H04L12/24 , H04L12/26 , G06F17/30 , G05B19/418
CPC分类号： H04L41/0813 , G05B19/048 , G05B19/4185 , G05B23/0297 , G05B2219/13 , G05B2219/31151 , G05B2223/06 , G06F17/30289 , H04L41/046 , H04L43/04 , H04L43/0817 , Y02P90/86
摘要： A cloud-based remote monitoring system and method monitor one or more industrial devices of an industrial facility, including a local data historian located to monitor one or more parameters from the industrial devices, and store parameters in a local storage associated with the data historian, as well as a cloud agent located at the industrial facility to collect data indicative of a past and/or a present state of the industrial devices from the data historian local storage according a manifest specific to the industrial facility. The cloud agent sends the collected data to a remote cloud platform according to the manifest, and dynamically reconfigures the cloud agent without interrupting the collecting and the sending.

27. 发明申请

US20180083982A1 SECURE COMMAND EXECUTION FROM A CLOUD MONITORING SYSTEM TO A REMOTE CLOUD AGENT 审中-公开
公开(公告)号：US20180083982A1
公开(公告)日：2018-03-22
申请号：US15271752
申请日：2016-09-21
申请人： Rockwell Automation Technologies, Inc.
发明人： Juan L. Asenjo , Francisco Maturana
IPC分类号： H04L29/06
CPC分类号： H04L63/0428 , H04L63/10 , H04L63/20 , H04L67/12
摘要： An industrial control system that includes a cloud platform facilitates secure execution of command data for an industrial device in communication with the cloud platform. The system includes an interface component, a validation component and an execution component. The interface component transmits industrial data associated with an industrial device to the cloud platform that analyzes the industrial data. The interface component also receives, from the cloud platform, command data for the industrial device that is generated based on the industrial data. The validation component validates the command data received from the cloud platform based on execution data indicative of a set of conditions for the command data. The validation component also establishes a secure communication link with the industrial device in response to a determination that the command data is approved for execution on the industrial device. The execution component initiates execution of the command data via the industrial device.

28. 发明申请

US20160098038A1 SIZING AND SELECTION CLOSER TO THE EXECUTING ENVIRONMENT 审中-公开
标题翻译：规模和选择关闭执行环境
公开(公告)号：US20160098038A1
公开(公告)日：2016-04-07
申请号：US14504415
申请日：2014-10-01
申请人： ROCKWELL AUTOMATION TECHNOLOGIES, INC.
发明人： Francisco Maturana , Leopoldo Paredes
IPC分类号： G05B19/418
CPC分类号： G05B19/41885 , G05B2219/40318 , G05B2219/43166 , Y02P90/26
摘要： Systems, methods, and software to facilitate simulating machines used in industrial automation are disclosed herein. In at least one implementation, a machine model is processed to generate a simulation model of a machine. A load to apply to the simulation model of the machine is then simulated. The simulation model of the machine is executed under the load, and characteristics of mechanical components of the machine are selected to handle the load.
摘要翻译：本文公开了用于工业自动化中使用的模拟机器的系统，方法和软件。在至少一个实现中，处理机器模型以生成机器的仿真模型。然后模拟适用于机器仿真模型的负载。机器的仿真模型在负载下执行，机器的机械部件的特性被选择来处理负载。

29. 发明授权

US09253054B2 Remote industrial monitoring and analytics using a cloud infrastructure 有权
标题翻译：使用云基础架构进行远程工业监控和分析
公开(公告)号：US09253054B2
公开(公告)日：2016-02-02
申请号：US13864011
申请日：2013-04-16
申请人： Rockwell Automation Technologies, Inc.
发明人： Francisco Maturana , Juan L. Asenjo
IPC分类号： G06F15/173 , H04L12/26 , G05B15/02 , G05B23/02 , H04L29/08
CPC分类号： H04L43/04 , G05B15/02 , G05B19/056 , G05B23/0264 , G05B2219/13 , G05B2223/06 , H04L67/125
摘要： A cloud-based infrastructure facilitates gathering, transmitting, and remote storage of control and automation data using an agent-based communication channel. The infrastructure collects the industrial data from an industrial enterprise and intelligently sorts and organizes the acquired data based on selected criteria. Message queues can be configured on the cloud platform to segregate the industrial data according to priority, data type, or other criteria. Behavior assemblies stored in customer-specific manifests on the cloud platform define customer-specific preferences for processing data stored in the respective message queues. An agent-based analytics framework in the cloud platform performs desired analytics on the data using distributed parallel processing.
摘要翻译：基于云的基础设施便于使用基于代理的通信通道收集，传输和远程存储控制和自动化数据。基础设施收集了工业企业的工业数据，并根据选定的标准对所获得的数据进行智能分类和组织。可以在云平台上配置消息队列，以根据优先级，数据类型或其他标准隔离工业数据。存储在云平台上的客户特定清单中的行为程序集定义了用于处理存储在相应消息队列中的数据的客户特定偏好。云平台中基于代理的分析框架使用分布式并行处理对数据执行所需的分析。

30. 发明申请

US20150134733A1 INDUSTRIAL MONITORING USING CLOUD COMPUTING 审中-公开
标题翻译：使用云计算的工业监控
公开(公告)号：US20150134733A1
公开(公告)日：2015-05-14
申请号：US14525532
申请日：2014-10-28
申请人： ROCKWELL AUTOMATION TECHNOLOGIES, INC.
发明人： Francisco Maturana , Juan L. Asenjo , Neethu Philip , Shweta Chatrola
IPC分类号： H04L12/26 , H04L29/08
CPC分类号： H04L43/04 , G05B19/4185 , G05B2219/31288 , H04L67/1002 , H04L67/1097 , H04L67/12 , H04L67/2823 , H04L67/2842
摘要： Systems, methods, and software to facilitate cloud-based data processing and analysis in an industrial automation environment are disclosed herein. In at least one implementation, operational data generated by at least one industrial machine is stored in a local cache. The operational data is transferred for storage in an unstructured data storage system in a cloud-based architecture. In the cloud-based architecture, the operational data is processed to convert the operational data to a structured format and the operational data in the structured format is then stored in a structured data storage system. In response to receiving a request for analytics, at least a portion of the operational data is extracted from the structured data storage system and the analytics are executed on the at least the portion of the operational data.
摘要翻译：本文公开了在工业自动化环境中促进基于云的数据处理和分析的系统，方法和软件。在至少一个实现中，由至少一个工业机器生成的操作数据被存储在本地高速缓存中。运行数据被传输以存储在基于云的架构中的非结构化数据存储系统中。在基于云的体系结构中，处理操作数据以将操作数据转换为结构化格式，然后将结构化格式的操作数据存储在结构化数据存储系统中。响应于接收到分析请求，从结构化数据存储系统中提取至少一部分操作数据，并且在操作数据的至少一部分上执行分析。

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