Title :
Experimental evaluation of a type-2 fuzzy control algorithm on an Anti-Lock Braking System
Author :
Oniz, Yesim ; Aras, Ayse Cisel ; Kaynak, Okyay ; Abiyev, Rahib
Author_Institution :
Dept. of Electr. & Electron. Eng., Bogazici Univ., Istanbul, Turkey
Abstract :
Control of nonlinear systems is a challenging task in control engineering and the use of type-2 fuzzy logic controllers (FLCs) has been proposed as a promising approach, as they can perform adequately in dynamically unstructured environments that include large amount of uncertainties. In this paper, an Anti-Lock Braking System (ABS) is controlled by an interval type-2 fuzzy logic controller. The control algorithm is used on a quarter vehicle model and it is seen through simulation studies that it results in a good performance with fast convergence. These results are experimentally validated on a laboratory setup.
Keywords :
braking; fuzzy control; nonlinear control systems; road traffic control; anti-lock braking system; nonlinear control systems; quarter vehicle model; type-2 fuzzy control algorithm; Control systems; Fuzzy logic; Mathematical model; Roads; Torque; Vehicles; Wheels;
Conference_Titel :
IECON 2011 - 37th Annual Conference on IEEE Industrial Electronics Society
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-61284-969-0
DOI :
10.1109/IECON.2011.6119372