Temperature sensor calibration using recurrent network

    公开(公告)号:US11933678B2

    公开(公告)日:2024-03-19

    申请号:US16361931

    申请日:2019-03-22

    CPC classification number: G01K3/06 G01K3/04

    Abstract: A method for determining ambient temperature of a device in a building control system. The method includes obtaining a measurement of ambient temperature from a first temperature sensor of the device and obtaining a measurement of temperature of a processing circuit of the device. These temperature measurements along with a brightness level of a display of the device and a state of a relay of the device are provided as input to a neural network. The neural network is trained to recognize these inputs in order to more accurately determine the ambient temperature of the device. The reading from the first temperature sensor may otherwise be inaccurate due to heat generated by electronic components of the device.

    SYSTEMS AND METHODS FOR SMART MULTI-ZONE CONTROL

    公开(公告)号:US20190353377A1

    公开(公告)日:2019-11-21

    申请号:US16417207

    申请日:2019-05-20

    Inventor: Bing Mao Wensu Lu

    Abstract: Systems and methods for smart multi-zone control are provided. The system can include a plurality of sensors, a plurality of dampers, and a controller. The plurality of sensors can be configured to sense temperatures of a plurality of zones. The plurality of dampers can be configured to control the temperatures of the plurality of zones. The controller can be configured to obtain a first array associated with the plurality of sensors. Each element in the first array can represent a difference between a measurement value of a respective sensor and a setpoint associated with the respective sensor. The controller can be configured to obtain a second array associated with the plurality of dampers. Each element in the second array can represent a damper position of a respective damper. The controller can be configured to determine values of entries of a matrix using the first array and the second array.

    Systems and methods for smart multi-zone control

    公开(公告)号:US11421904B2

    公开(公告)日:2022-08-23

    申请号:US16417207

    申请日:2019-05-20

    Inventor: Bing Mao Wensu Lu

    Abstract: Systems and methods for smart multi-zone control are provided. The system can include a plurality of sensors, a plurality of dampers, and a controller. The plurality of sensors can be configured to sense temperatures of a plurality of zones. The plurality of dampers can be configured to control the temperatures of the plurality of zones. The controller can be configured to obtain a first array associated with the plurality of sensors. Each element in the first array can represent a difference between a measurement value of a respective sensor and a setpoint associated with the respective sensor. The controller can be configured to obtain a second array associated with the plurality of dampers. Each element in the second array can represent a damper position of a respective damper. The controller can be configured to determine values of entries of a matrix using the first array and the second array.

    TEMPERATURE SENSOR CALIBRATION USING RECURRENT NETWORK

    公开(公告)号:US20190293494A1

    公开(公告)日:2019-09-26

    申请号:US16361931

    申请日:2019-03-22

    Abstract: A method for determining ambient temperature of a device in a building control system. The method includes obtaining a measurement of ambient temperature from a first temperature sensor of the device and obtaining a measurement of temperature of a processing circuit of the device. These temperature measurements along with a brightness level of a display of the device and a state of a relay of the device are provided as input to a neural network. The neural network is trained to recognize these inputs in order to more accurately determine the ambient temperature of the device. The reading from the first temperature sensor may otherwise be inaccurate due to heat generated by electronic components of the device.

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