Title :
Robust output feedback control of electro- hydraulic servo system using wavelet neural network
Author :
Hongyan, Wang ; Jihong, Qiao ; Yuhui, Xia
Author_Institution :
Dept. of Inf. Eng., Acad. of Armored Force Eng., Beijing, China
Abstract :
Aimed at improving robustness and tracking control performance of electro-hydraulic servo system, an output feedback control scheme is proposed. To estimate the external disturbance and internal parameter uncertainties, the disturbance observer using wavelet neural network is applied. Novel update and control laws are proposed to guarantee that the observer error and the tracking error in the closed-loop control system are uniformly ultimately bounded (UUB) in the sense of Lyapunov, and the tracking error can be kept arbitrarily small. The theoretical results are illustrated in the design of a controller for an electro-hydraulic servo system. Computer simulations show the strong robustness and applicability of the suggested method compared to PID control.
Keywords :
Lyapunov methods; closed loop systems; control system synthesis; electrohydraulic control equipment; feedback; hydraulic systems; neurocontrollers; observers; robust control; servomechanisms; uncertain systems; wavelet transforms; Lyapunov method; closed-loop control system; controller design; disturbance observer; electro-hydraulic servo system; external disturbance; internal parameter uncertainties; observer error; robust output feedback control; tracking control; tracking error; uniformly ultimately bounded error; wavelet neural network; Computer errors; Computer simulation; Control systems; Error correction; Neural networks; Output feedback; Robust control; Servomechanisms; Three-term control; Uncertain systems; Disturbance observer; Electro-hydraulic servo system; Output feedback control; Wavelet neural network;
Conference_Titel :
Control and Decision Conference, 2009. CCDC '09. Chinese
Conference_Location :
Guilin
Print_ISBN :
978-1-4244-2722-2
Electronic_ISBN :
978-1-4244-2723-9
DOI :
10.1109/CCDC.2009.5192338