Systems and methods for equipment performance modeling
AssigneeSigsense Technologies, Inc.
InventorsNicholas J. McGranahan, Matthew T. Burtch, John Vinyard
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Abstract
An equipment performance modeling platform is disclosed. In certain embodiments, an adaptive sensing coordinator acquires sensor measurements, configures and processes the sensor measurements for a specific statistical model, and sends the measurements to a server. A server performs data processing, provides storage (e.g., local or in a database), and provides an interface for data extraction. Statistical models are used to interpreting sensor values for a type of equipment, and a labeling mechanism labels performance occurrences.
Claims22
An apparatus for modeling and monitoring equipment performance data, the apparatus communicably coupled with a sensor coordinator and a plurality of sensors, the plurality of sensor collecting sensor data from the plurality of sensors, the sensor data representing performance parameters of a monitored device, the apparatus comprising at least one processor and at least one memory including computer program code, the at least one memory and the computer program code configured to, with the at least one processor, cause the apparatus to:
- receive processed data from the sensor coordinator, wherein the sensor coordinator receives sensor data from at least one sensor device and processes the sensor data to produce the processed data;
- programmatically generate a statistical model based upon the processed data;
- and
- programmatically train, by using a training function, the statistical model based upon the processed data, wherein the statistical model is associated with the monitored device.
22-36. (canceled)
Dependencies are inferred from the claim text.