Title :
Feedforward and feedback control for piezoelectric-actuated systems using inverse Prandtl-Ishlinskii model and particle swarm optimization
Author :
Jin-Wei Lian ; Hung-Yi Chen
Author_Institution :
Dept. of Mech. Eng., Ming Chi Univ. of Technol., Taipei, Taiwan
Abstract :
In this paper feedforward controller is designed to eliminate nonlinear hysteresis behaviors of a piezoelectric stack actuator (PSA) driven system. The control design is based on inverse Prandtl-Ishlinskii (P-I) hysteresis model identified using particle swarm optimization (PSO) technique. Based on the identified P-I model, both the inverse P-I hysteresis model and feedforward controller can be determined. Experimental results obtained using the inverse P-I feedforward control are compared with their counterparts using hysteresis estimates obtained from the identified Bouc-Wen model. Effectiveness of the proposed feedforward control scheme is demonstrated. To further improve control performance feedback compensation using traditional PID scheme is adopted to integrate with the feedforward controller.
Keywords :
compensation; control system synthesis; feedback; feedforward; hysteresis; nonlinear control systems; particle swarm optimisation; piezoelectric actuators; three-term control; Bouc-Wen model; PID scheme; PSA driven system; feedback compensation; feedback control; feedforward controller design; inverse P-I feedforward control; inverse P-I hysteresis model; inverse Prandtl-Ishlinskii hysteresis model; nonlinear hysteresis behaviors; particle swarm optimization; piezoelectric stack actuator driven system; piezoelectric-actuated systems; Actuators; Feedforward neural networks; Hysteresis; Mathematical model; Optimization; Particle swarm optimization; Tracking; Particle swarm optimization; Prandtl-Ishlinskii model; the Bouc-Wen hysteresis model;
Conference_Titel :
Advanced Mechatronic Systems (ICAMechS), 2014 International Conference on
Conference_Location :
Kumamoto
DOI :
10.1109/ICAMechS.2014.6911563