Cognitive evaluation of sensor environments and resource allocation
AssigneeInternational Business Machines Corporation
InventorsAlecio Pedro Delazari BINOTTO, Carlos Henrique CARDONHA, Jose Luis SPAGNUOLO SOBRINHO, Samir Nassif PALMA
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Abstract
Techniques for data evaluation and optimized resource allocation are provided. Usage data is received collected from at least one sensor in a physical location, where the usage data indicates consumption of an item. The usage data is aggregated within a predefined cluster, where the predefined cluster corresponds to a geographic area. Future consumption of the item is predicted based at least in part on evaluating the usage data using one or more cognitive models. A recommended reconfiguration of one or more aspects of production for the item is generated, based on the predicted future consumption.
Claims20
A method, comprising:
- receiving usage data collected from at least one sensor in a physical location, wherein the usage data indicates consumption of an item;
- aggregating the usage data within a predefined cluster, wherein the predefined cluster corresponds to a geographic area;
- predicting future consumption of the item based at least in part on evaluating the usage data using one or more cognitive models;
- and
- generating a recommended reconfiguration of one or more aspects of production for the item, based on the predicted future consumption.
A computer program product comprising one or more computer-readable storage media collectively containing computer-readable program code that, when executed by operation of one or more computer processors, performs an operation comprising:
- receiving usage data collected from at least one sensor in a physical location, wherein the usage data indicates consumption of an item;
- aggregating the usage data within a predefined cluster, wherein the predefined cluster corresponds to a geographic area;
- predicting future consumption of the item based at least in part on evaluating the usage data using one or more cognitive models;
- and
- generating a recommended reconfiguration of one or more aspects of production for the item, based on the predicted future consumption.
A system comprising:
- one or more computer processors;
- and
- one or more memories collectively containing one or more programs which when executed by the one or more computer processors performs an operation, the operation comprising:
- receiving usage data collected from at least one sensor in a physical location, wherein the usage data indicates consumption of an item;
- aggregating the usage data within a predefined cluster, wherein the predefined cluster corresponds to a geographic area;
- predicting future consumption of the item based at least in part on evaluating the usage data using one or more cognitive models;
- and
- generating a recommended reconfiguration of one or more aspects of production for the item, based on the predicted future consumption.
Dependencies are inferred from the claim text.