Estimation of tyre-road friction coefficient

Tyre-road friction coefficient is hard to detect while it is important for vehicle control systems, especially the vehicle active safety control systems. This paper presents a maximum aligning moment method which requires no additional sensors if the vehicle is equipped with an electric power steering (EPS) system. A non-linear observer method is designed for the estimation of friction coefficient as well as the continual estimation of tyre slip angles. One combined estimation method is proposed to compensate for the drawbacks of the two methods above. These estimation methods are verified by computer simulations with experimental results in various conditions.

[1]  U Kiencke,et al.  ESTIMATION OF TIRE FRICTION FOR ENHANCED ABS-SYSTEMS. , 1994 .

[2]  J. Christian Gerdes,et al.  A Method to Estimate the Friction Coefficient and Tire Slip Angle Using Steering Torque , 2006 .

[3]  K. Hedrick,et al.  Real-time slip-based estimation of maximum tire-road friction coefficient , 2004, IEEE/ASME Transactions on Mechatronics.

[4]  Masaya Endo,et al.  A Vehicle State Detection Method Based on Estimated Aligning Torque Using EPS , 2005 .

[5]  Huei Peng,et al.  Road Friction Coefficient Estimation For Vehicle Path Prediction , 1996 .

[6]  Hans B. Pacejka,et al.  Tire and Vehicle Dynamics , 1982 .

[7]  Floriane Anstett-Collin,et al.  Sensitivity analysis for the study of influential parameters in tyre models , 2011 .

[8]  Li Keqiang Tire-road friction coefficient estimation based on normalized tire model , 2009 .

[9]  Changsun Ahn,et al.  Estimation of road friction for enhanced active safety systems: Algebraic approach , 2009, 2009 American Control Conference.

[10]  David W. Lewis,et al.  Matrix theory , 1991 .

[11]  Uwe Kiencke,et al.  Automotive Control Systems , 2005 .

[12]  G. Rill,et al.  First Order Tire Dynamics , 2006 .

[13]  S. Germann,et al.  Monitoring of the friction coefficient between tyre and road surface , 1994, 1994 Proceedings of IEEE International Conference on Control and Applications.

[14]  J. Christian Gerdes,et al.  EXPERIMENTAL STUDIES OF USING STEERING TORQUE UNDER VARIOUS ROAD CONDITIONS FOR SIDESLIP AND FRICTION ESTIMATION , 2007 .

[15]  Kyongsu Yi,et al.  Estimation of Tire-Road Friction Using Observer Based Identifiers , 1999 .

[16]  Gan Yu An Improved EKF Algorithm Considering Model Errors of Linearization , 2011 .

[17]  Rajesh Rajamani,et al.  GPS-based real-time identification of tire-road friction coefficient , 2002, IEEE Trans. Control. Syst. Technol..

[18]  Masato Abe,et al.  Vehicle Handling Dynamics: Theory and Application , 2009 .

[19]  Klaus Röbenack,et al.  Direct approximation of observer error linearization for nonlinear forced systems , 2006, IMA J. Math. Control. Inf..

[20]  S. Haykin,et al.  Adaptive Filter Theory , 1986 .

[21]  J. C. Gerdes,et al.  STEER-BY-WIRE SUSPENSION AND STEERING DESIGN FOR CONTROLLABILITY AND OBSERVABILITY , 2005 .

[22]  J. Christian Gerdes,et al.  Estimation of Tire Slip Angle and Friction Limits Using Steering Torque , 2010, IEEE Transactions on Control Systems Technology.