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    INDUSTRIAL CONTROL SYSTEM WITH MACHINE LEARNING FOR COMPRESSORS
    51.
    发明申请
    INDUSTRIAL CONTROL SYSTEM WITH MACHINE LEARNING FOR COMPRESSORS 有权

    公开(公告)号：US20210026334A1

    公开(公告)日：2021-01-28

    申请号：US16518523

    申请日：2019-07-22

    Applicant: Rockwell Automation Technologies, Inc.

    Inventor： David C. Mazur ,  Steven Marshall ,  Scotty Bromfield ,  Rob Alan Entzminger

    IPC: G05B19/418 ,  G05B13/02 ,  F04D29/00 ,  F04D27/00

    Abstract: A compressor controller for operating a compressor within an industrial automation environment is provided. The compressor controller includes a control module, configured to control the compressor via control settings, and a machine learning module, coupled with the control module. The machine learning module is configured to receive a set of supervised data related to the compressor, and to train with the supervised data to produce a Newtonian physics model representing the inputs and outputs of the compressor within the industrial automation environment. The machine learning module is also configured to receive performance data related to the compressor, receive environment data related to the compressor, and to process the performance data and environment data to produce predicted future performance data for the compressor, and to produce control settings for the compressor.

    INDUSTRIAL PROCESS HISTORIAN TIME SYNCHRONIZATION OF SOURCE BASED TIMESTAMP EVENT DATA
    52.
    发明申请
    INDUSTRIAL PROCESS HISTORIAN TIME SYNCHRONIZATION OF SOURCE BASED TIMESTAMP EVENT DATA 有权

    公开(公告)号：US20210011464A1

    公开(公告)日：2021-01-14

    申请号：US16894133

    申请日：2020-06-05

    Applicant: Rockwell Automation Technologies, Inc.

    Inventor： Rob A. Entzminger ,  David C. Mazur

    IPC: G05B19/418

    Abstract: Provided herein are systems, methods, and software for preserving timestamp data in an industrial automation environment. In one implementation, one or more computer-readable storage media having program instructions stored thereon to preserve timestamp data in an industrial automation environment, wherein the program instructions, when executed by a computing system, direct the computing system to at least receive, at a controller, event data of an event from an electronic device, wherein the event data comprises a status of the event and the timestamp of the event. The program instructions also direct the computing system to determine an identification value based on the event data and load the status of the event, the timestamp of the event, and the identification value to a queue within the controller. The timestamp of the event includes the timestamp transmitted from the electronic device.

    Industrial process historian time synchronization of source based timestamp event data
    53.
    发明授权
    Industrial process historian time synchronization of source based timestamp event data 有权

    公开(公告)号：US10678223B2

    公开(公告)日：2020-06-09

    申请号：US16184752

    申请日：2018-11-08

    Applicant: Rockwell Automation Technologies, Inc.

    Inventor： Rob A. Entzminger ,  David C. Mazur

    IPC: G05B19/418

    Abstract: Provided herein are systems, methods, and software for preserving timestamp data in an industrial automation environment. In one implementation, one or more computer-readable storage media having program instructions stored thereon to preserve timestamp data in an industrial automation environment, wherein the program instructions, when executed by a computing system, direct the computing system to at least receive, at a controller, event data of an event from an electronic device, wherein the event data comprises a status of the event and the timestamp of the event. The program instructions also direct the computing system to determine an identification value based on the event data and load the status of the event, the timestamp of the event, and the identification value to a queue within the controller. The timestamp of the event includes the timestamp transmitted from the electronic device.

    Coordinating maintenance management operations via a secure deployment system
    59.
    发明授权
    Coordinating maintenance management operations via a secure deployment system 有权

    公开(公告)号：US12088554B2

    公开(公告)日：2024-09-10

    申请号：US18107006

    申请日：2023-02-07

    Applicant: Rockwell Automation Technologies, Inc.

    Inventor： David C. Mazur ,  Rob A. Entzminger ,  Jonathan Alan Mills ,  Nathaniel S. Sandler ,  Todd A. Wiese

    IPC: H04L9/00 ,  H04L9/40

    CPC classification number: H04L63/0209 ,  H04L63/1425

    Abstract: A method may include receiving, via a secure deployment management (SDM) system, data associated with one or more operations of an industrial device from a secure deployment management (SDM) node associated with the industrial device. The data is received via a secure communication channel established by the SDM system with the SDM node and security protocols. The method also includes sending the data to a computerized maintenance management system (CMMS) container component may perform tasks in conjunction with a computerized maintenance management system (CMMS) process, such that the CMMS container component may communicate with the CMMS process via a first firewall through which the SDM system is incapable of communicating. The SDM system may enable the data associated with the operations to communicate with the SDM node through a second firewall between the SDM system and the SDM node, the second firewall being different from the first firewall.

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