Patents by Inventor Renuka N. Raje

Renuka N. Raje has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Off the road tire maintenance using machine learning
    Patent number: 11906959
    Abstract: Systems and methods of for tire maintenance using machine learning are provided. The system receives one or more values comprising sensor data and a unique identifier associated with the tire. The system can retrieve historical inspection data associated with the unique identifier of the tire. The system can 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. The system can predict, via input of the matrix into a machine learning model constructed, an output matrix comprising an indication to perform a type of maintenance and at least one tire maintenance category. The system can provide the indication to perform the type of maintenance for the tire during the time interval and the at least one tire maintenance category.
    Type: Grant
    Filed: April 5, 2022
    Date of Patent: February 20, 2024
    Assignee: Bridgestone Americas Tire Operations, LLC
    Inventor: Renuka N. Raje
  • OFF THE ROAD TIRE MAINTENANCE USING MACHINE LEARNING
    Publication number: 20220326703
    Abstract: Systems and methods of for tire maintenance using machine learning are provided. The system receives one or more values comprising sensor data and a unique identifier associated with the tire. The system can retrieve historical inspection data associated with the unique identifier of the tire. The system can 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. The system can predict, via input of the matrix into a machine learning model constructed, an output matrix comprising an indication to perform a type of maintenance and at least one tire maintenance category. The system can provide the indication to perform the type of maintenance for the tire during the time interval and the at least one tire maintenance category.
    Type: Application
    Filed: April 5, 2022
    Publication date: October 13, 2022
    Applicant: BRIDGESTONE AMERICAS TIRE OPERATIONS, LLC
    Inventor: Renuka N. Raje