Distributed realtime edge-core analytics with feedback

    公开(公告)号:US10922091B2

    公开(公告)日:2021-02-16

    申请号:US16332301

    申请日:2017-08-29

    Applicant: Hitachi, Ltd.

    Abstract: Example implementations described herein are directed to the management of data received from an edge side when an update is issued to edge nodes from a core apparatus. When the edge nodes receive the update, the receipt of the update may not be uniform (e.g., due to latency, downtime, etc.), which results in an intermediate state where some edge nodes are updated and some edge nodes are not. Example implementations described herein address the processing of data from edge nodes when such an intermediate state occurs by conducting reprocessing of data when data is transmitted from edge nodes operating from an old configuration.

    Equipment status estimation method and system

    公开(公告)号:US11478933B2

    公开(公告)日:2022-10-25

    申请号:US16436678

    申请日:2019-06-10

    Applicant: Hitachi, Ltd.

    Abstract: Example implementations described herein estimate parameters for equipment that cannot be sensed directly, including determining if such equipment is running or stopping. Example implementations determine the standard throughput per equipment and product, based on history of equipment production data, extract previous and next equipment of robotic arms on the line by using physical topology information of robot arms and equipment, senses and determines throughput of associated robot arms and compares the robot arm throughput with the standard throughputs of the previous and next equipment, which help determine whether the previous/next equipment have stopped.

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