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    Secure models for model-based control and optimization
    26.
    发明授权
    Secure models for model-based control and optimization 有权

    公开(公告)号：US10852716B2

    公开(公告)日：2020-12-01

    申请号：US16447659

    申请日：2019-06-20

    Applicant: ROCKWELL AUTOMATION TECHNOLOGIES, INC.

    Inventor： Bijan Sayyarrodsari ,  Kadir Liano ,  Alexander B. Smith

    IPC: G05B19/418 ,  G05B17/02

    Abstract: In certain embodiments, a control/optimization system includes an instantiated model object stored in memory on a model server. The model object includes a model of a plant or process being controlled. The model object comprises an interface that precludes the transmission of proprietary information via the interface. The control/optimization system also includes a decision engine software module stored in memory on a decision support server. The decision engine software module is configured to request information from the model object through a communication network via a communication protocol that precludes the transmission of proprietary information, and to receive the requested information from the model object through the communication network via the communication protocol.

    INDUSTRIAL CONTROL SYSTEM WITH PREDICTIVE MACHINE LEARNING MODULE
    27.
    发明申请
    INDUSTRIAL CONTROL SYSTEM WITH PREDICTIVE MACHINE LEARNING MODULE 审中-公开

    公开(公告)号：US20200150638A1

    公开(公告)日：2020-05-14

    申请号：US16189326

    申请日：2018-11-13

    Applicant: Rockwell Automation Technologies, Inc.

    Inventor： Eugene Mourzine ,  Alexander B. Smith ,  Jonathan M. Wise ,  Olivia M. Leslie ,  Samuel L. Massari ,  Jonathan D. Walter

    IPC: G05B19/418 ,  G05B19/042 ,  G06N5/04

    Abstract: An industrial controller within an industrial automation environment is provided. The industrial controller includes a programming logic controller, configured to control an industrial device, and a predictive module, coupled with the programming logic controller. The predictive module is configured to receive configuration data from the programming logic controller, create a user-defined controller tag, and transfer the user-defined controller tag to the programming logic controller. The predictive module is also configured to receive operational data from the programming logic controller, and calculate operation monitoring data and value estimation data based on the operational data. The predictive module is further configured to write the operation monitoring data and value estimation data to the user-defined controller tag.

    MULTI-ENGINE MODELING FOR MONITORING, DIAGNOSTICS, OPTIMIZATION AND CONTROL
    28.
    发明申请
    MULTI-ENGINE MODELING FOR MONITORING, DIAGNOSTICS, OPTIMIZATION AND CONTROL 审中-公开

    公开(公告)号：US20190102352A1

    公开(公告)日：2019-04-04

    申请号：US15720705

    申请日：2017-09-29

    Applicant: ROCKWELL AUTOMATION TECHNOLOGIES, INC.

    Inventor： Bijan SayyarRodsari ,  Alexander B. Smith ,  Kadir Liano ,  Wei Dai ,  Yash P. Puranik

    IPC: G06F17/11 ,  G06F17/30

    Abstract: Modular analytics engines are provided for industrial automation applications. The engines may be instantiated on a data-driven basis, such as by receipt of a data structure comprising annotated data relating to a machine or process to be monitored and/or controlled. The modules may comprise, for example, modules for modeling the machine or process, classification modules, optimization modules, and control modules. Output of the modules may comprise data structures, and these may be used as inputs to the same type or different types of modules. Multiple of the modules may be instantiated at the same level in the machine or process, or at different levels, such as in a department, institution, factory, or enterprise.

    AUTOMATIC MODELING FOR MONITORING, DIAGNOSTICS, OPTIMIZATION AND CONTROL
    29.
    发明申请
    AUTOMATIC MODELING FOR MONITORING, DIAGNOSTICS, OPTIMIZATION AND CONTROL 审中-公开

    公开(公告)号：US20190101902A1

    公开(公告)日：2019-04-04

    申请号：US15720714

    申请日：2017-09-29

    Applicant: Rockwell Automation Technologies, Inc.

    Inventor： Bijan SayyarRodsari ,  Alexander B. Smith ,  Kadir Liano

    IPC: G05B19/418 ,  G06N5/02 ,  G05B19/05 ,  G06F9/44 ,  G06N99/00

    Abstract: A modular modeling engine is provided for industrial automation applications. The module may be instantiated upon demand, such as upon receipt of annotated data for a system or process being monitored and/or controlled. The model is agnostic insomuch as little or no prior knowledge is required of the system or process. Variables, functions, and their combinations are selected and the model is refined automatically. A data structure is received for instantiation of the model, and following modeling, a similar data structure is produced. The module may be used together with other modules for caning out complex automation processing at the same or multiple levels in an automation setting.

    Secure models for model-based control and optimization
    30.
    发明授权
    Secure models for model-based control and optimization 有权
    用于基于模型的控制和优化的安全模型

    公开(公告)号：US09292012B2

    公开(公告)日：2016-03-22

    申请号：US13669165

    申请日：2012-11-05

    Applicant: ROCKWELL AUTOMATION TECHNOLOGIES, INC.

    Inventor： Bijan Sayyarrodsari ,  Kadir Liano ,  Alexander B. Smith

    IPC: G05B17/02

    CPC classification number: G05B19/41885 ,  G05B17/02 ,  G05B2219/42155

    Abstract: In certain embodiments, a control/optimization system includes an instantiated model object stored in memory on a model server. The model object includes a model of a plant or process being controlled. The model object comprises an interface that precludes the transmission of proprietary information via the interface. The control/optimization system also includes a decision engine software module stored in memory on a decision support server. The decision engine software module is configured to request information from the model object through a communication network via a communication protocol that precludes the transmission of proprietary information, and to receive the requested information from the model object through the communication network via the communication protocol.

    Abstract translation: 在某些实施例中，控制/优化系统包括存储在模型服务器上的存储器中的实例化模型对象。 模型对象包括被控制的工厂或过程的模型。 模型对象包括通过接口排除专有信息传输的接口。 控制/优化系统还包括存储在决策支持服务器上的存储器中的决策引擎软件模块。 决策引擎软件模块被配置为经由通信协议通过通信网络从模型对象请求信息，该通信协议排除专有信息的传输，并且经由通信协议通过通信网络从模型对象接收所请求的信息。

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