METHOD AND APPARATUS FOR PREDICTING TIRE WEAR USING MACHINE LEARNING
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United States of America Patent
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Issued Date -
Jun 16, 2022
app pub date -
Sep 9, 2021
filing date -
Sep 9, 2021
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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.
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