Adaptive handling of operating data
AssigneeUptake Technologies, Inc.
InventorsAdam McElhinney, John Ciasulli, Michael Horrell
Life of this patent
Estimating the term…
Abstract
Disclosed herein are systems, devices, and methods related to assets and asset operating conditions. In particular, examples involve defining and executing predictive models for outputting health metrics that estimate the operating health of an asset or a part thereof, analyzing health metrics to determine variables that are associated with high health metrics, and modifying the handling of abnormal-condition indicators in accordance with a prediction of a likely response to such abnormal-condition indicators, among other examples.
Claims20
A computing system comprising:
- at least one processor;
- a non-transitory computer-readable medium;
- and
- program instructions stored on the non-transitory computer-readable medium that are executable by the at least one processor to cause the computing system to:
- receive historical response data indicating a plurality of past responses to a given abnormal-condition indicator, wherein the given abnormal-condition indicator indicates an occurrence of a given abnormal condition at an asset;
- based on the historical response data, define a response pattern for the given abnormal-condition indicator;
- receive, for a given asset, operating data that indicates a given occurrence of the given abnormal condition at the given asset and is associated with a given instance of the given abnormal-condition indicator;
- make a prediction, based at least on the response pattern, of a likely response to the given instance of the given abnormal-condition indicator;
- and
- handle the given instance of the given abnormal-condition indicator in accordance with the prediction.
A non-transitory computer-readable medium having instructions stored thereon that are executable to cause a computing system to:
- receive historical response data indicating a plurality of past responses to a given abnormal-condition indicator, wherein the given abnormal-condition indicator indicates an occurrence of a given abnormal condition at an asset;
- based on the historical response data, define a response pattern for the given abnormal-condition indicator;
- receive, for a given asset, operating data that indicates a given occurrence of the given abnormal condition at the given asset and is associated with a given instance of the given abnormal-condition indicator;
- make a prediction, based at least on the response pattern, of a likely response to the given instance of the given abnormal-condition indicator;
- and
- handle the given instance of the given abnormal-condition indicator in accordance with the prediction.
A computer-implemented method, the method comprising:
- receiving historical response data indicating a plurality of past responses to a given abnormal-condition indicator, wherein the given abnormal-condition indicator indicates an occurrence of a given abnormal condition at an asset;
- based on the historical response data, defining a response pattern for the given abnormal-condition indicator;
- receive, for a given asset, operating data that indicates a given occurrence of the given abnormal condition at the given asset and is associated with a given instance of the given abnormal-condition indicator;
- making a prediction, based at least on the response pattern, of a likely response to the given instance of the given abnormal-condition indicator;
- and
- handling the given instance of the given abnormal-condition indicator in accordance with the prediction.
Dependencies are inferred from the claim text.