Neural Network 타이어모델을 이용한 차량운동해석

This study presents a newly developed tire model for vehicle dynamic analysis. The tire model using a Neural Network predicts side force, self-aligning torque, and longitudinal force at steady state. This model is used in dynamic analysis and the results were compared with those of actual vehicle test. The results illustrate that the proposed Neural Network Tire Model is capable of capturing the non-linear behavior of a tire and that the proposed tire model is applicable to the dynamic vehicle model.