Title :
A Practical Nonlinear Adaptive Control of Hydraulic Servomechanisms With Periodic-Like Disturbances
Author :
Jianyong Yao ; Zongxia Jiao ; Dawei Ma
Author_Institution :
Sch. of Mech. Eng., Nanjing Univ. of Sci. & Technol., Nanjing, China
Abstract :
When performing periodic tasks, the modeling uncertainties will also present some periodicity. In this paper, by appropriately applying Fourier series approximation, a practical nonlinear adaptive repetitive controller is proposed for motion control of hydraulic servomechanisms to learn and compensate the periodic modeling uncertainties. Robust control term is also constructed to effectively attenuate the effect of approximation errors, and thus asymptotic tracking performance is achieved. In addition, robustness is also discussed with respect to other nonperiodic disturbances, which reveals a guaranteed transient performance and steady-state tracking accuracy can be achieved by the proposed controller with a practical assumption. Compared to the traditional repetitive controllers, the major advantage of this controller is that it not only requires little exact knowledge of the system dynamic structure or its parameters, but also greatly reduces the noise sensitivity and heavy memory requirements. Comparative experimental results are obtained to verify the high accuracy tracking performance of the proposed control strategy.
Keywords :
Fourier series; adaptive control; hydraulic systems; motion control; nonlinear control systems; robust control; servomechanisms; Fourier series approximation; asymptotic tracking performance; hydraulic servomechanisms; motion control; nonlinear adaptive repetitive controller; nonperiodic disturbances; periodic modeling uncertainties; periodic-like disturbances; robust control term; steady-state tracking accuracy; transient performance; Adaptation models; Adaptive control; Robust control; Robustness; Servomechanisms; Uncertainty; Adaptive control; backstepping; motion control; nonlinear hydraulic servomechanisms; repetitive control;
Journal_Title :
Mechatronics, IEEE/ASME Transactions on
DOI :
10.1109/TMECH.2015.2409893