DISTRIBUTED REALTIME EDGE-CORE ANALYTICS WITH FEEDBACK

    公开(公告)号:US20200183706A1

    公开(公告)日:2020-06-11

    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.

    METHOD FOR INTEGRATING PREDICTION RESULT

    公开(公告)号:US20210019651A1

    公开(公告)日:2021-01-21

    申请号:US16515521

    申请日:2019-07-18

    Applicant: Hitachi, Ltd.

    Abstract: Example implementations described herein involve integrating human observations into results of a machine learning process to generate an integrated failure prediction and updated machine learning models from human observations. Example implementations can involve systems and methods that, for receipt of a user input indicative of a failure symptom at a facility, conducting cause estimation on the failure symptom to determine a first set of probabilities associated with a first set of causes of the failure symptom; and integrating the first set of probabilities and first set of causes into a process configured to provide a second set of probabilities and a second set of causes of the failure symptom based on a set of potential failures associated with a third set of probabilities provided from a machine learning process configured to output the set of potential failures and the third set of probabilities based on sensor data from the facility.

    SYSTEM AND METHOD OF TAKING OVER CUSTOMER SERVICE

    公开(公告)号:US20190311373A1

    公开(公告)日:2019-10-10

    申请号:US15945551

    申请日:2018-04-04

    Applicant: Hitachi, Ltd.

    Inventor: Michiko YOSHIDA

    Abstract: Example implementations are directed to systems and methods that involve obtaining, at a first service robot from a plurality of service robots, data regarding one or more types of services to be executed by one or more second service robots from the plurality of service robots, in response to a human interacting with the first service robot; selecting the one or more second service robots from the plurality of service robots to execute the one or more types of services; and instructing the selected one or more second service robots to execute the one or more types of services.

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