Title :
GA-based sliding mode controller for yaw stability improvement
Author :
Hamzah, N. ; Sam, Y.M. ; Selamat, Harihodin ; Aripin, M. Khairi
Author_Institution :
Fac. of Electr. Eng., Univ. Teknol. MARA, Nibong Tebal, Malaysia
Abstract :
The vehicle handling and stability can be enhanced with direct yaw moment control (DYC). In this paper, a sliding mode controller (SMC) with genetic algorithm optimization is proposed for the yaw moment control. A single track vehicle model with nonlinear tire forces is utilized for the controller design. The effectiveness of the proposed controller is compared to conventional sliding mode controller by co-simulations in CarSim and Matlab/Simulink. The simulation results of a step steer maneuvers shows that the proposed controller give better performance in tracking the desired yaw rate and control other necessary response for the vehicle handling and stability. In addition, the chattering phenomenon is also reduced, giving a smooth tracking trajectory.
Keywords :
automotive engineering; control nonlinearities; control system synthesis; genetic algorithms; nonlinear control systems; stability; tracking; tyres; variable structure systems; CarSim; DYC; GA-based sliding mode controller; Matlab/Simulink; automotive engineering; chattering phenomenon; controller design; direct yaw moment control; genetic algorithm optimization; nonlinear tire forces; single track vehicle model; smooth tracking trajectory; step steer maneuvers; vehicle handling; vehicle stability; yaw stability improvement; Force; Genetic algorithms; Mathematical model; Stability analysis; Tires; Vehicles; Wheels; chattering; direct yaw moment control; genetic algorithm; sliding mode control; yaw stability control;
Conference_Titel :
Control Conference (ASCC), 2013 9th Asian
Conference_Location :
Istanbul
Print_ISBN :
978-1-4673-5767-8
DOI :
10.1109/ASCC.2013.6606287