Local analytics at an asset
OwnerBrad Nicholas, Jason Kolbinventors
Life of this patent
Estimating the term…
Abstract
Disclosed herein are systems, devices, and methods related to assets and predictive models and corresponding workflows that are related to the operation of assets. In particular, examples involve assets configured to receive and locally execute predictive models, locally individualize predictive models, and/or locally execute workflows or portions thereof.
Claims20
A computing device that is capable of being physically coupled to an asset, the computing device comprising:
- an asset interface configured to communicatively couple the computing device to one or more on-board components of the asset;
- a network interface configured to facilitate wireless, network-based communication between the computing device and a computing system located remote from the computing device;
- 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 device to:
- receive, via the network interface, a predictive model that is related to the operation of the asset, wherein the predictive model is defined by the computing system based on operating data for a plurality of assets;
- receive, via the asset interface, operating data for the asset;
- execute the predictive model based on at least a portion of the received operating data for the asset;
- and
- based on executing the predictive model, execute a workflow corresponding to the predictive model, wherein executing the workflow comprises causing the asset, via the asset interface, to perform an operation.
A non-transitory computer-readable medium having instructions stored thereon that are executable to cause a computing device that is (a) physically coupled to an asset and (b) communicatively coupled to one or more on-board components of the asset via an asset interface of the computing device to:
- receive, via a network interface of the computing device configured to facilitate wireless, network-based communication between the computing device and a computing system located remote from the computing device, a predictive model that is related to the operation of the asset, wherein the predictive model is defined by the computing system based on operating data for a plurality of assets;
- receive, via the asset interface, operating data for the asset;
- execute the predictive model based on at least a portion of the received operating data for the asset;
- and
- based on executing the predictive model, execute a workflow corresponding to the predictive model, wherein executing the workflow comprises causing the asset, via the asset interface, to perform an operation.
A computer-implemented method, the method comprising:
- receiving, by a computing device that is (a) physically coupled to an asset and (b) communicatively coupled to one or more on-board components of the asset via an asset interface of the computing device, a predictive model that is related to the operation of the asset, wherein the predictive model is defined by a computing system located remote from the computing device based on operating data for a plurality of assets;
- receiving, by the computing device via the asset interface, operating data for the asset;
- executing, by the computing device, the predictive model based on at least a portion of the received operating data for the asset;
- and
- based on executing the predictive model, executing, by the computing device, a workflow corresponding to the predictive model, wherein executing the workflow comprises causing the asset, via the asset interface, to perform an operation.
Dependencies are inferred from the claim text.