PRODUCTION SYSTEM, AND METHOD OF PRODUCING ARTICLE

    公开(公告)号:US20240028007A1

    公开(公告)日:2024-01-25

    申请号:US18325843

    申请日:2023-05-30

    Inventor: Tomonori Sasaki

    CPC classification number: G05B19/4184 G05B19/4183 G05B2219/24103

    Abstract: In a production system, a control unit controls a first apparatus configured to start to operate after a waiting time and a second apparatus configured to starting to operation after a waiting time. A first sensor outputs a value that changes in response to operation of the first apparatus. A second sensor outputs a value that changes in response to operation of the second apparatus. The control unit compares a first time period from a starting of the operation of the first apparatus to an occurrence of a change in the value of the first sensor with a predetermined first threshold value, and compares a second time period from a starting of the operation of the second apparatus to an occurrence of a change in the value of the second sensor with a predetermined second threshold value.

    INFORMATION PROCESSING METHOD, INFORMATION PROCESSING APPARATUS, AND NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM

    公开(公告)号:US20210096532A1

    公开(公告)日:2021-04-01

    申请号:US17025266

    申请日:2020-09-18

    Abstract: An information processing apparatus includes a controller. The controller is configured to obtain a measurement value of a sensor provided in mechanical equipment. The controller is configured to generate a first model by machine learning using the measurement value of the sensor measured in a first period of the mechanical equipment and store the first model in a storage portion. The controller is configured to generate a second model by machine learning using the measurement value of the sensor measured in a second period after a trigger event has occurred in the mechanical equipment and store the second model in the storage portion. The controller is configured to determine a state of the mechanical equipment by using the measurement value of the sensor measured in an evaluation period and the first model and the second model stored in the storage portion.

    Production system, and method of producing article

    公开(公告)号:US11703834B2

    公开(公告)日:2023-07-18

    申请号:US16522546

    申请日:2019-07-25

    Inventor: Tomonori Sasaki

    CPC classification number: G05B19/4184 G05B19/4183 G05B2219/24103

    Abstract: In a production system, a control unit controls a first apparatus configured to start to operate after a waiting time and a second apparatus configured to starting to operation after a waiting time. A first sensor outputs a value that changes in response to operation of the first apparatus. A second sensor outputs a value that changes in response to operation of the second apparatus. The control unit compares a first time period from a starting of the operation of the first apparatus to an occurrence of a change in the value of the first sensor with a predetermined first threshold value, and compares a second time period from a starting of the operation of the second apparatus to an occurrence of a change in the value of the second sensor with a predetermined second threshold value.

    Information processing method and information processing apparatus used for detecting a sign of malfunction of mechanical equipment

    公开(公告)号:US11687058B2

    公开(公告)日:2023-06-27

    申请号:US17025266

    申请日:2020-09-18

    CPC classification number: G05B19/4065 G06N20/00 G05B2219/34477

    Abstract: An information processing apparatus includes a controller. The controller is configured to obtain a measurement value of a sensor provided in mechanical equipment. The controller is configured to generate a first model by machine learning using the measurement value of the sensor measured in a first period of the mechanical equipment and store the first model in a storage portion. The controller is configured to generate a second model by machine learning using the measurement value of the sensor measured in a second period after a trigger event has occurred in the mechanical equipment and store the second model in the storage portion. The controller is configured to determine a state of the mechanical equipment by using the measurement value of the sensor measured in an evaluation period and the first model and the second model stored in the storage portion.

    PRODUCTION SYSTEM, AND METHOD OF PRODUCING ARTICLE

    公开(公告)号:US20200041984A1

    公开(公告)日:2020-02-06

    申请号:US16522546

    申请日:2019-07-25

    Inventor: Tomonori Sasaki

    Abstract: In a production system, a control unit controls a first apparatus configured to start to operate after a waiting time and a second apparatus configured to starting to operation after a waiting time. A first sensor outputs a value that changes in response to operation of the first apparatus. A second sensor outputs a value that changes in response to operation of the second apparatus. The control unit compares a first time period from a starting of the operation of the first apparatus to an occurrence of a change in the value of the first sensor with a predetermined first threshold value, and compares a second time period from a starting of the operation of the second apparatus to an occurrence of a change in the value of the second sensor with a predetermined second threshold value.

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