Patents by Inventor Jae Han CHOI

Jae Han CHOI 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).

  • METHOD AND APPARATUS FOR PREDICTING TIRE WEAR USING MACHINE LEARNING
    Publication number: 20220185032
    Abstract: A method for predicting tire wear in an apparatus mounted in a vehicle may include importing a tire wear database generated based on basic data, generating a dataset by preprocessing the basic data, classifying the dataset for each vehicle driving method, optimizing a hyper parameter for machine learning based on the classified dataset, and predicting a tire wear lifespan of the vehicle by performing machine learning on the optimized hyper parameter.
    Type: Application
    Filed: September 9, 2021
    Publication date: June 16, 2022
    Applicants: Hyundai Motor Company, Kia Corporation
    Inventors: Jae Han CHOI, Jae Wan KWON