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US 11,306,705 B2Granted
System and method for monitoring a device
AssigneeCity University of Hong Kong
InventorsXin Liu, Zijun Zhang
Life of this patent
Estimating the term…
Abstract
A system and a method for monitoring a device including the steps of obtaining operation information from a device, wherein the operation information is associated with the condition of the device in operation; and processing the operation information with a device modelling engine to determine one or more operation conditions of the device.
Claims22
A method for monitoring a device comprising the steps of:
- obtaining operation information from a device, wherein the operation information is associated with the condition of the device in operation;
- and
- processing the operation information with a device-specific matching network in a device modelling engine to determine or predict one or more operation conditions of the device;
- wherein the device modelling engine includes a plurality of device-specific matching networks each arranged for processing operation information associated with a respective one of the plurality of devices, the plurality of device-specific matching networks including the device-specific matching network;
- wherein each of the plurality of device-specific matching networks is generated by:
- training of a base matching network with a domain data set including operation information of the plurality of devices to generate a pre-trained base matching network, and
- training of the pre-trained base matching network with a target data set including operation information of the respective device.
4 more elements
A system for monitoring a device comprising:
- a device conditions gateway arranged to obtain operation information from a device, wherein the operation information is associated with the condition of the device in operation;
- and
- a conditions monitoring engine arranged to process the operation information with a device-specific matching network in a device modelling engine to determine or predict one or more operation conditions of the device;
- wherein the device modelling engine includes a plurality of device-specific matching networks each arranged for processing operation information associated with a respective one of the plurality of devices, the plurality of device-specific matching networks including the device-specific matching network;
- wherein each of the plurality of device-specific matching networks is generated by:
- training of a base matching network with a domain data set including operation information of the plurality of devices to generate a pre-trained base matching network, and
- training of the pre-trained base matching network with a target data set including operation information of the respective device.
4 more elements
Dependencies are inferred from the claim text.