Patent ID: 11906959
Assignee: BRIDGESTONE AMERICAS TIRE OPERATIONS, LLC
Field: Transport (Mechanical engineering)
Classification: CPC G  B | IPC B  G

Claim 0:
1. A system for off road tire maintenance, comprising:
a data processing system comprising one or more processors and memory configured to:
receive, via one or more sensors of a tire, one or more values comprising sensor data and a unique identifier associated with the tire equipped on a vehicle, the sensor data comprising pressure data and temperature data;
retrieve, from a tire data structure comprising at least the unique identifier of the tire and a plurality of timestamps associated with the unique identifier, historical inspection data associated with the unique identifier, wherein each of the plurality of timestamps corresponds to the sensor data and the historical inspection data;
generate a matrix comprising a first dimension based on timestamps and a second dimension based on the one or more values and the historical inspection data;
predict, via input of the matrix into a machine learning model constructed to output condition data of the tire, an output matrix comprising an indication to perform a type of maintenance selected from a plurality of types of maintenance for the tire during a time interval and at least one tire maintenance category; and
provide, responsive to the prediction, the indication to perform the type of maintenance for the tire during the time interval and the at least one tire maintenance category.