Industrial control system with machine learning for compressors

    公开(公告)号:US11340592B2

    公开(公告)日:2022-05-24

    申请号:US16518523

    申请日:2019-07-22

    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

    公开(公告)号:US20170308069A1

    公开(公告)日:2017-10-26

    申请号:US15137484

    申请日:2016-04-25

    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.

    Application driven enhancement to industrial automation device via container implementation

    公开(公告)号:US12222686B2

    公开(公告)日:2025-02-11

    申请号:US17950894

    申请日:2022-09-22

    Abstract: An industrial automation device includes first processing circuitry configured to perform a first set of operations associated with controlling the industrial automation device or one or more industrial automation devices communicatively coupled to the industrial automation device. The industrial automation device includes input/output circuitry communicatively couplable to an electronic device having second processing circuitry that is configured to execute computer-readable instructions to execute a software container and receive, in the software container, data from the industrial automation device, the one or more industrial automation devices, or both. The second processing circuitry executes the computer-readable instructions to perform, using the software container, a second set of operations associated with controlling the industrial automation device or the one or more industrial automation devices. The second processing circuitry is also executes the computer-readable instructions to adjust an operation of the industrial automation device based on the second set of operations.

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