Authors: Barys N. Shyrokau, Valentin G. Ivanov
Addresses: Joint Institute of Mechanical Engineering, National Academy of Sciences of Belarus, 12 Academicheskaya Street, Minsk 220 072, Belarus. ' Automotive Engineering Department, Technical University of Ilmenau, Gustav-Kirchhoff-Platz 2, Ilmenau 98693, Germany
Abstract: This paper discusses the application of fuzzy sets with dynamically alterable membership functions for automotive control systems. The proposed method covers the building of control algorithms based on fuzzy logic with adjustment of the input and output variable descriptions during the control object operation. An application of alterable fuzzy sets is considered by the examples of two variants for the control processes with the different persistence of fuzzy object. In the former case, the wheel slip control in an active safety system is investigated. The second solution is considered for monitoring of tyre/surface friction properties in Intelligent Transportation Systems (ITSs). The simulation results obtained on Virtual Proving Ground (VPG) illustrate theoretical aspects of the presented research work.
Keywords: automotive control; fuzzy logic; wheel slip control; intelligent transportation systems; ITS; tyre-road interaction; fuzzy sets; active safety systems; vehicle safety; surface friction; automotive tyres; simulation.
International Journal of Modelling, Identification and Control, 2008 Vol.3 No.3, pp.305 - 317
Published online: 28 Aug 2008 *Full-text access for editors Access for subscribers Purchase this article Comment on this article