Historical Health Metrics
AssigneeUptake, LLC
InventorAdam McElhinney
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.
Claims26
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 operating data for a set of assets;
- based on the received operating data, execute a predictive model to determine, for each asset in the set of assets, a respective health metric indicating whether at least one failure from a group of failures is likely to occur at the asset within a given period of time in the future;
- monitor the respective health metric for each asset in the set of assets;
- identify a subset of assets that includes any asset from the set of assets having a monitored health metric that satisfies a threshold condition;
- based at least on asset-related data for the identified subset of assets, identify at least one influencing variable associated with the identified subset of assets;
- based on the identified at least one influencing variable, generate at least one recommendation related to asset health;
- and
- transmit to a computing device, recommendation data indicating the at least one recommendation to facilitate causing the computing device to display a representation of the at least one recommendation.
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A non-transitory computer-readable medium having instructions stored thereon that are executable to cause a computing system to:
- receive operating data for a set of assets;
- based on the received operating data, execute a predictive model to determine, for each asset in the set of assets, a respective health metric indicating whether at least one failure from a group of failures is likely to occur at the asset within a given period of time in the future;
- monitor the respective health metric for each asset in the set of assets;
- identify a subset of assets that includes any asset from the set of assets having a monitored health metric that satisfies a threshold condition;
- based at least on asset-related data for the identified subset of assets, identify at least one influencing variable associated with the identified subset of assets;
- based on the identified at least one influencing variable, generate at least one recommendation related to asset health;
- and
- transmit to a computing device, recommendation data indicating the at least one recommendation to facilitate causing the computing device to display a representation of the at least one recommendation.
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A computer-implemented method, the method comprising:
- receiving operating data for a set of assets;
- based on the received operating data, executing a predictive model to determine, for each asset in the set of assets, a respective health metric indicating whether at least one failure from a group of failures is likely to occur at the asset within a given period of time in the future;
- monitoring the respective health metric for each asset in the set of assets;
- identifying a subset of assets that includes any asset from the set of assets having a monitored health metric that satisfies a threshold condition;
- based at least on asset-related data for the identified subset of assets, identifying at least one influencing variable associated with the identified subset of assets;
- based on the identified at least one influencing variable, generating at least one recommendation related to asset health;
- and
- transmitting, to a computing device, recommendation data indicating the at least one recommendation to facilitate causing the computing device to display a representation of the at least one recommendation.
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Dependencies are inferred from the claim text.