Title :
Fuzzy Adaptive Control for Four Wheels Steering of Construction Machinery
Author :
Min, Ye ; Shengjie, Jiao ; Xiaogang, Yi
Author_Institution :
Key Lab. for Highway Constr. Technol. & Equip. of Minist. of Educ., Changan Univ., Xi´´an, China
Abstract :
To shorten the steer diameter and improve maneuverability flexibility during steering, four wheels steering system of construction machinery is proposed. The steering system is constructed by mechanic-electric-hydraulic assemblies. Its construction and running principle are depicted in detail. Considering the nonlinear and time-varying uncertainty of the steering system, the controller composing of a PID controller and a fuzzy adaptive supervisory tuner is presented. The PID controller is designed to stabilize the normal system. Furthermore the upper-level supervisory tuner tunes the PID parameters to attenuate the parameter perturbation and the outside disturbance. The simulation and experiment results showed that the proposed scheme was superior to classical PID controller and can guarantee both the control performance and the robustness of the steering system.
Keywords :
adaptive control; construction equipment; control system synthesis; fuzzy control; machinery; nonlinear control systems; steering systems; three-term control; time-varying systems; uncertain systems; PID controller; construction machinery; fuzzy adaptive control; fuzzy adaptive supervisory tuner; maneuverability flexibility improvement; mechanic-electric-hydraulic assemblies; nonlinear uncertainty; parameter perturbation; steer diameter; steering system; time-varying uncertainty; Adaptation model; Steering systems; Tuners; Valves; Vehicles; Wheels; PID; four wheel steering; fuzzy adaptive; robustness;
Conference_Titel :
Intelligent System Design and Engineering Application (ISDEA), 2010 International Conference on
Print_ISBN :
978-1-4244-8333-4
DOI :
10.1109/ISDEA.2010.31