Back to results
US 2016/0104123 A1Published application
Predictive Maintenance
AssigneeAT&T Intellectual Property I, L.P.
InventorsAnoop Viswanath, Abhay Dabholkar, Brad Ford, Mengling Hettinger, Kevin Reese, Carl Sorrells, CHRISTOPHER TSAI, Alfonso Jones
Life of this patent
Estimating the term…
Abstract
Vehicular maintenance is predicted using real time telematics data and historical maintenance data. Different statistical models are used, and an intersecting set of results is generated. Environmental weather may also be used to further refine predictions.
Claims20
A system, comprising:
- a processor;
- and
- a memory storing instructions that when executed cause the processor to perform operations, the operations comprising:
- retrieving a first set of data;
- retrieving a second set of data;
- generating a first prediction of maintenance from a first statistical analysis of the first set of data using a first statistical model;
- generating a second prediction of maintenance from a second statistical analysis of the second set of data using a second statistical model;
- determining matching results from a comparison of the first prediction of maintenance to the second prediction of maintenance;
- and
- generating a final prediction of maintenance from the matching results.
7 more elements
A system, comprising:
- a processor;
- and
- a memory storing instructions that when executed cause the processor to perform operations, the operations comprising:
- retrieving sensor data from a database storing telematics information wirelessly reported by vehicles;
- retrieving maintenance data logged for the vehicles;
- generating a first prediction of maintenance from a first statistical analysis of the sensor data using a first statistical model;
- generating a second prediction of maintenance from a second statistical analysis of the maintenance data using a second statistical model;
- determining matching results from a comparison of the first prediction of maintenance to the second prediction of maintenance;
- and
- generating a final prediction of maintenance from the matching results.
7 more elements
A memory storing instructions that when executed cause a processor to perform operations, the operations comprising:
- retrieving sensor data from a database storing telematics information wirelessly reported by vehicles;
- retrieving maintenance data logged for the vehicles;
- generating a first prediction of maintenance from a first statistical analysis of the sensor data using a first statistical model;
- generating a second prediction of maintenance from a second statistical analysis of the maintenance data using a second statistical model;
- determining matching results from a comparison of the first prediction of maintenance to the second prediction of maintenance;
- and
- generating a final prediction of maintenance from the matching results.
4 more elements
Dependencies are inferred from the claim text.