Patent ID: 11961223
Assignee: HYUNDAI MOTOR COMPANY
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 8:
9. A method for predicting performance of a wheel in a vehicle, the method comprising:
generating, by a learning device, a latent space for a plurality of 2D wheel images based on a convolutional autoencoder (CAE);
extracting, by the learning device, a predetermined number of 2D wheel images from the latent space;
learning, by the learning device, a dataset having the extracted 2D wheel images and performance values corresponding to the extracted 2D wheel images; and
predicting, by a controller, performance for a 2D wheel image based on a performance prediction model as learned result of obtained by the learning device,
wherein the generating of the latent space for the plurality of 2D wheel images includes generating the plurality of 2D wheel images each of which having a shape different from that of a reference 2D wheel image using generative design.