CUED Publications database

Extremum seeking control of a pneumatic braking system for heavy vehicles

Morrison, G and Cebon, D (2016) Extremum seeking control of a pneumatic braking system for heavy vehicles. In: UNSPECIFIED pp. 307-316..

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Abstract

© 2016 Taylor & Francis Group, London. Wheel slip control systems can substantially reduce emergency stopping distances of heavy vehicles when compared to conventional anti-lock braking systems, by accurately regulating wheel slip to a reference value. However, the optimum reference slip which maximizes braking force is not easily determined. This paper investigates the use of an extremum seeking algorithm to generate the reference for a pneumatic wheel slip control system for heavy vehicles. Computer simulations using a validated model of the pneumatic braking system show that, with no prior knowledge of the road surface, the algorithm can drive wheel slip to a value which produces near maximum brake force. The system is robust to sensor noise and parameter errors, achieves good results on a rough road surface and is feasible for real time implementation. Future plans are in place to conduct Hardware-in-the-Loop simulations using real brake hardware.

Item Type: Conference or Workshop Item (UNSPECIFIED)
Subjects: UNSPECIFIED
Divisions: Div C > Applied Mechanics
Depositing User: Cron Job
Date Deposited: 17 Jul 2017 19:33
Last Modified: 03 Aug 2017 03:07
DOI: