Hyundai Motor Company

Kia Corporation

Ho Hyun Cha

Sung Wook Lee

An apparatus for estimating brake judder of a vehicle and a method thereof includes a communication device that receives sensor data from a plurality of vehicles, and a controller that extracts learning data by pre-processing the sensor data, trains a clustering model to group characteristic data corresponding to the learning data into a preset number of clusters, and estimates brake judder of a target vehicle based on the learned clustering model.

Apparatus for estimating brake judder of vehicle and method thereof

A method for controlling a brake fluid pressure using an ESC system in a vehicle is to reduce the braking distance and increase braking safety of a vehicle on a wet road surface by performing brake fluid pressure control based on precipitation data.

Method for controlling brake fluid pressure using ESC system

An apparatus for tuning a brake curve based on machine learning includes: a machine learning unit learning a braking tendency based on actual brake data, the braking tendency referring to a deceleration of a vehicle according to a brake operation amount by a driver; and a tuning unit tuning a preset brake curve according to the learned braking tendency, the preset brake curve having deceleration predetermined according to the brake operation amount.

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Seoul, South Korea

Ho Hyun Cha