MACHINE LEARNING SYSTEM AND MACHINE LEARNING MODEL MANAGEMENT METHOD USING MACHINE LEARNING SYSTEM

    公开(公告)号:US20220365526A1

    公开(公告)日:2022-11-17

    申请号:US17691784

    申请日:2022-03-10

    Applicant: Hitachi, Ltd.

    Abstract: When an event such as maintenance occurs, a model in which a tendency of input data changes due to an influence of the maintenance and retraining is required is specified. Model identifiers that specify the machine learning models and are unique to the machine learning models and sensor identifiers that specify the sensors that output the sensor data serving as the input data of the machine learning models and are unique to the sensors are managed to be in association with each other. A degree of influence indicating a change in tendency of the sensor data before and after the maintenance operation is performed is obtained for each maintenance event identifier that specifies a maintenance operation performed on a device and is unique to the maintenance operation, and the degree of influence is managed in association with each of the sensor identifiers. When the sensor whose degree of influence satisfies a predetermined condition is influenced by the maintenance operation, the model identifier associated with the sensor identifier of the sensor satisfying the condition is presented.

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