학술논문

Vehicle Motion Control with Jerk Constraint by Nonlinear Model Predictive Control
Document Type
Conference
Source
2023 9th International Conference on Automation, Robotics and Applications (ICARA) Automation, Robotics and Applications (ICARA), 2023 9th International Conference on. :244-248 Feb, 2023
Subject
Robotics and Control Systems
Torque
Heuristic algorithms
Dynamics
Predictive models
Prediction algorithms
Nonlinear dynamical systems
Vehicle dynamics
model predictive control
jerk control
torque distribution
control allocation
autonomous vehicle
ride comfort
Language
ISSN
2767-7745
Abstract
In this paper, a nonlinear model predictive control considering vehicle jerk dynamics is proposed for improving ride comfort of passengers. Since the vehicle model in prediction phase requires high accuracy dynamics in order to handle the jerk motion, the approximated wheel load transfer dynamics is introduced. Also, to obtain the control capability for not only jerk but also acceleration, velocity and position, the expanded state space model including these dimensions into the one has been developed. It improves the utility as autonomous vehicle controller. By numerical simulation in assuming cornering driving scene, the effectiveness that jerk and other vehicle states enable to constraint simultaneously by individual torque distribution by electric power train is validated. Further, the principle of the optimized torque distribution by proposed method is analyzed.