Title :
A new method for adaptive brake control
Author :
Tyukin, Ivan ; Prokhorov, Danil ; Van Leeuwen, Cees
Author_Institution :
Laboratory for Perceptual Dynamics, RIKEN Brain Sci. Inst., Saitama, Japan
Abstract :
We consider the problem of minimizing the longitudinal braking distance for a single wheel rolling along a surface with unknown tyre-road characteristics. The friction coefficient is modelled by a nonlinear function of slip and tyre-road parameter which corresponds to the actual road conditions. Our method is based on recently proposed adaptive control technique that uses adaptation algorithms in integro-differential, or finite form. These algorithms are capable of dealing with nonlinear parametrizations, and they also ensure improved transient performance of the controlled system. We show that, for a class of practically relevant parameterizations of friction curves, it is possible to steer the system adaptively to the desired state without invoking sliding-mode or gain-scheduling control. At the same time we show that it is possible to estimate the optimal value of the tyre slip ensuring maximal braking force. These estimates, produced by essentially the standard PI algorithm, are used in the control loop to enhance efficiency of the brakes.
Keywords :
PI control; adaptive control; automobiles; braking; integro-differential equations; nonlinear control systems; parameter estimation; rolling friction; tyres; velocity control; PI algorithm; adaptation algorithms; adaptive brake control; adaptive steering; finite algorithm; friction coefficient modelling; friction curve parameterizations; integro-differential algorithm; longitudinal braking distance minimization; nonlinear function; nonlinear parametrizations; transient performance; tyre slip; tyre-road parameter; unknown tyre-road characteristics; Adaptive control; Control systems; Friction; Laboratories; Programmable control; Robust control; Sliding mode control; Uncertainty; Vehicle dynamics; Wheels;
Conference_Titel :
American Control Conference, 2005. Proceedings of the 2005
Print_ISBN :
0-7803-9098-9
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2005.1470294