Title :
Fuzzy controllers for tire slip control in anti-lock braking systems
Author :
R.E. Precup;S. Preitl;M. Balas;V. Balas
Author_Institution :
Dept. of Autom. & Industrial Informatics, Timisoara Polytech Univ., Romania
fDate :
6/26/1905 12:00:00 AM
Abstract :
A Takagi-Sugeno fuzzy controller and an interpolative fuzzy controller for tire slip control in anti-lock braking systems are proposed. Both fuzzy controllers are developed using a benchmark consisting of a simplified nonlinear model describing the slip dynamics for a wheel, and perform the merge between 64 local PI or PID controllers. By employing local linearized models of the controlled plant, the local controllers are developed in the frequency domain. Development methods for the two fuzzy controllers are also offered. Simulation results show the control system performance enhancement ensured by the fuzzy controllers in comparison with the conventional PI ones.
Keywords :
"Control systems","Fuzzy control","Fuzzy systems","Tires","Takagi-Sugeno model","Nonlinear dynamical systems","Wheels","Three-term control","Frequency domain analysis","Control system synthesis"
Conference_Titel :
Fuzzy Systems, 2004. Proceedings. 2004 IEEE International Conference on
Print_ISBN :
0-7803-8353-2
DOI :
10.1109/FUZZY.2004.1375359