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An MPC/Hybrid System Approach to Traction Control.
- Source :
- IEEE Transactions on Control Systems Technology; May2006, Vol. 14 Issue 3, p541-552, 12p, 3 Diagrams, 1 Chart, 8 Graphs
- Publication Year :
- 2006
-
Abstract
- This paper describes a hybrid model and a model predictive control (MPC) strategy for solving a traction con- trol problem. The problem is tackled in a systematic way from modeling to control synthesis and implementation. The model is described first in the Hybrid Systems Description Language to obtain a mixed-logical dynamical (MLD) hybrid model of the open-loop system. For the resulting MLD model, we design a receding horizon finite-time optimal controller. The resulting optimal controller is converted to its equivalent piecewise affine form by employing multiparametric programming techniques, and finally experimentally tested on a car prototype. Experiments show that good and robust performance is achieved in a limited development time by avoiding the design of ad hoc supervisory and logical constructs usually required by controllers developed according to standard techniques. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 10636536
- Volume :
- 14
- Issue :
- 3
- Database :
- Complementary Index
- Journal :
- IEEE Transactions on Control Systems Technology
- Publication Type :
- Academic Journal
- Accession number :
- 20902209
- Full Text :
- https://doi.org/10.1109/TCST.2005.860527