Title :
Adaptive Sliding Mode Control With Perturbation Estimation and PID Sliding Surface for Motion Tracking of a Piezo-Driven Micromanipulator
Author :
Li, Yangmin ; Xu, Qingsong
Author_Institution :
Dept. of Electromech. Eng., Univ. of Macau, Macao, China
fDate :
7/1/2010 12:00:00 AM
Abstract :
This paper proposes an improved sliding mode control with perturbation estimation (SMCPE) featuring a PID-type sliding surface and adaptive gains for the motion tracking control of a micromanipulator system with piezoelectric actuation. One advantage of the proposed controller lies in that its implementation only requires the online estimation of perturbation and control gains without acquiring the knowledge of bounds on system uncertainties. The dynamic model of the system with Bouc-Wen hysteresis is established and identified through particle swarm optimization (PSO) approach, and the controller is designed based on Lyapunov stability analysis. A high-gain observer is adopted to estimate the full state from the only measurable position information. Experimental results demonstrate that the performance of proposed controller is superior to that of conventional SMCPE in both set-point regulation and motion tracking control. Moreover, a submicron accuracy tracking and contouring is achieved by the micromanipulator with dominant hysteresis compensated for a low magnitude level, which validates the feasibility of the proposed controller in the field of micro/nano scale manipulation as well.
Keywords :
Lyapunov methods; adaptive control; manipulator dynamics; micromanipulators; motion control; observers; particle swarm optimisation; piezoelectric actuators; position control; stability; three-term control; variable structure systems; Bouc-Wen hysteresis; Lyapunov stability analysis; PID sliding surface; adaptive sliding mode control; high-gain observer; motion tracking; particle swarm optimization; perturbation estimation; piezo-driven micromanipulator; piezoelectric actuation; position information; submicron accuracy contouring; submicron accuracy tracking; Flexure mechanism; hysteresis; micromanipulator; nonlinear system; piezoelectric actuation; robust control;
Journal_Title :
Control Systems Technology, IEEE Transactions on
DOI :
10.1109/TCST.2009.2028878