DocumentCode :
2903891
Title :
Active reduction of pressure ripple for electric power steering systems via fuzzy control approach
Author :
Li, Xin ; Zhao, Xue-Ping ; Chen, Jie
Author_Institution :
Inst. of Body Manuf. Technol. Center, Shanghai Jiao Tong Univ., Shanghai
fYear :
2008
fDate :
1-6 June 2008
Firstpage :
587
Lastpage :
592
Abstract :
Pressure ripple in electric power steering (EPS) system can be caused by the phase lag between driverpsilas steering torque and steer angle, the nonlinear frictions, and the disturbances from road and sensor noise especially during high frequency maneuvers. This paper novelly applied the robust fuzzy control method of active reduction of pressure ripple for EPS system, which achieves remarkable progress on steering maneuverability. First, an EPS dynamics are described by an eight-order nonlinear state-space model and approximated by a Takagi-Sugeno (T-S) fuzzy model with time-varying delays and external disturbances. Then, a fuzzy controller is applied based on the fuzzy model of the EPS system. The closed loop stability conditions of EPS system with the fuzzy controller are parameterized in terms of linear matrix inequality (LMI) problem, which can be solved efficiently by using the convex optimization techniques. The numerical simulation of the EPS system with and without the use of the developed controller has been carried out. The simulation result shows that the proposed fuzzy control method can reduce the torque ripple to achieve a better steering feel and more stable driving.
Keywords :
automotive components; closed loop systems; convex programming; delays; fuzzy control; linear matrix inequalities; nonlinear control systems; pressure control; robust control; state-space methods; steering systems; time-varying systems; Takagi-Sugeno fuzzy model; closed loop stability conditions; convex optimization techniques; eight-order nonlinear state-space model; electric power steering systems; external disturbances; high frequency maneuvers; linear matrix inequality problem; nonlinear frictions; pressure ripple active reduction; robust fuzzy control method; stable driving; steer angle; steering maneuverability; steering torque; time-varying delays; Frequency; Friction; Fuzzy control; Fuzzy systems; Noise robustness; Phase noise; Roads; Sensor systems; Steering systems; Torque;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems, 2008. FUZZ-IEEE 2008. (IEEE World Congress on Computational Intelligence). IEEE International Conference on
Conference_Location :
Hong Kong
ISSN :
1098-7584
Print_ISBN :
978-1-4244-1818-3
Electronic_ISBN :
1098-7584
Type :
conf
DOI :
10.1109/FUZZY.2008.4630428
Filename :
4630428
Link To Document :
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