Title :
Anti-lock braking system modelling and parameters identification
Author :
Kogut, Krzysztof
Author_Institution :
Dept. of Automatics & Biomed. Eng., AGH Univ. of Sci. & Technol., Kraków, Poland
Abstract :
In this paper1, the process of obtaining a model of the laboratory Anti-Lock Brake System (ABS) is presented. In the identification process the grey-box method and data fitting technique are used. The model parameters estimation procedure is split into three steps. First, the individual wheel parameters are identified. Next, a slip friction curve between car wheel and the wheel simulating relative road motion of the car is experimentally determined. Finally the braking torque acting on the car wheel due to different control levels is estimated. The modelled simulated trajectories and real-time experiments are shown. The model has been accurately identified. It can be used to develop and verify ABS control algorithms.
Keywords :
braking; modelling; parameter estimation; road vehicles; torque; ABS control algorithms; antilock braking system modelling; braking torque; car wheel parameter identification; data fitting technique; grey-box method; model parameter estimation procedure; slip friction curve; Acceleration; Angular velocity; DC motors; Friction; Mathematical model; Torque; Wheels; ABS; anti-lock; model identification; slip;
Conference_Titel :
Methods and Models in Automation and Robotics (MMAR), 2014 19th International Conference On
Conference_Location :
Miedzyzdroje
Print_ISBN :
978-1-4799-5082-9
DOI :
10.1109/MMAR.2014.6957376