DocumentCode
1968788
Title
Optimization of active steering control on vehicle with steer by wire system using Imperialist Competitive Algorithm (ICA)
Author
Ali, Machrus ; Hunaini, Fachrudin ; Robandi, Imam ; Sutantra, Nyoman
Author_Institution
Electr. Eng. Dept., ITS, Surabaya, Indonesia
fYear
2015
fDate
27-29 May 2015
Firstpage
500
Lastpage
503
Abstract
This paper presents the simulation of vehicle steering control system using the Imperialist Competitive Algorithm (ICA) for optimizing Proportional Integral Derivative (PID) control parameters to suppress errors on lateral motion and the yaw motion of vehicles. The vehicles are represented in the model vehicle with 10 degrees of Freedom of vehicle dynamics system. The simulation results show that the PID control tuned by the ICA in the vehicle steering control system can adjust the plant output to the desired trajectory so that the stability of the vehicle is maintained. Vehicle yaw error and lateral error can be reduced by using ICA to determine PID parameter. The main advantage of proposed optimization is faster and more accurate compared with standard PID controller. And then the error of the controller is reduced too. The results obtained are of vehicle motion can be maintained in accordance with the desired trajectory with smaller error and was able to achieve higher speeds than with the control system using optimized without parameters. This paper only deals with software simulation to proof the effect of ICA-PID optimization. The hardware implementation will be investigated in the next future.
Keywords
automobiles; electric vehicles; optimisation; stability; steering systems; three-term control; vehicle dynamics; ICA-PID optimization; PID control parameter; active steering control; imperialist competitive algorithm; proportional integral derivative control parameter; stability; vehicle steering control system; vehicle yaw error; wire system; yaw motion; Mathematical model; Optimization; PD control; Trajectory; Vehicles; Wheels; ICA; Lateral and Yaw motion; PID; Vehicle;
fLanguage
English
Publisher
ieee
Conference_Titel
Information and Communication Technology (ICoICT ), 2015 3rd International Conference on
Conference_Location
Nusa Dua
Type
conf
DOI
10.1109/ICoICT.2015.7231475
Filename
7231475
Link To Document