Title :
An improved direct inverse modeling approach for high-speed feedforward tracking control of a piezoelectric tube actuator
Author :
Han Lu ; Yongchun Fang ; Xiao Ren ; Xuebo Zhang
Author_Institution :
Inst. of Robot. & Autom. Inf. Syst., Nankai Univ., Tianjin, China
Abstract :
To enhance the performance for high-speed tracking control of a piezoelectric tube actuator (PTA), an improved direct inverse rate-dependent PI model is obtained in this paper, and then adopted to design a practical feedforward controller achieving high-speed tracking control for a high-frequency trajectory with strong robustness. Specifically, based on the Prandtl-Ishlinskii (PI) model, an improved direct rate-dependent inverse model is set up for the PTA, with a polynomial function module introduced to eliminate the influence caused by the structure nonlinearity. Then, considering the features of the PTA structure, some preprocessing procedure is proposed to handle the collected experimental data, with the results utilized to identify all the unknown parameters over a wide bandwidth. Based on the obtained model, a practical feedforward controller, which presents the advantages of high-speed response, simple structure and convenient implementation, is then designed to enable the PTA to track high-frequency trajectories with satisfactory precision. Some experimental results are provided, which clearly demonstrate the high precision of the constructed/identified model, and the satisfactory performance of the proposed practical feedforward tracking control law.
Keywords :
piezoelectric actuators; polynomials; Prandtl-Ishlinskii model; direct inverse rate-dependent PI model; high-frequency trajectory; high-speed feedforward tracking control; piezoelectric tube actuator; polynomial function module; structure nonlinearity; Actuators; Electron tubes; Feedforward neural networks; Hysteresis; Mathematical model; Polynomials; Trajectory; Prandtl-Ishlinskii (PI); high-speed tracking control; nonlinear parameter optimization; piezoelectric tube actuator (PTA); polynomial function module;
Conference_Titel :
Manipulation, Manufacturing and Measurement on the Nanoscale (3M-NANO), 2014 International Conference on
DOI :
10.1109/3M-NANO.2014.7057323