Title :
An Open-loop Operation Method of Piezoelectric Actuators Based on a New Hysteresis Model
Author :
Ru, Changhai ; Wang, Kejun ; Ye, Xiufen ; Yang, Yi
Author_Institution :
Autom. Coll., Harbin Eng. Univ.
Abstract :
A major deficiency of piezoelectric actuators is that their open-loop control accuracy is seriously limited by hysteresis. In this paper, a novel mathematical model is proposed to describe hysteresis precisely. Based on the hysteresis model, an adaptive inverse control approach is presented for reducing hysteresis. The weights of the main hysteresis loop are identified by using LMS algorithm. The realization of an inverse feed-forward controller for the linearization of a piezoelectric actuator is formulated. Experiments were performed on a micro-positioning system driven by piezoelectric actuators. The experimental results demonstrate that the positioning precision is noticeably improved in open-loop operation compared to the conventional open-loop control without any compensation
Keywords :
adaptive control; feedforward; hysteresis; intelligent control; inverse problems; least mean squares methods; neurocontrollers; open loop systems; piezoelectric actuators; position control; adaptive inverse control; hysteresis loop; hysteresis model; hysteresis reduction; inverse feedforward controller; least mean square algorithm; mathematical model; micropositioning system; open-loop control; open-loop operation; piezoelectric actuator linearization; Adaptive control; Automation; Hysteresis; Inverse problems; Least squares approximation; Mathematical model; Open loop systems; Piezoelectric actuators; Programmable control; Voltage; Hysteresis; LMS; adaptive inverse; piezoelectric actuator;
Conference_Titel :
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location :
Dalian
Print_ISBN :
1-4244-0332-4
DOI :
10.1109/WCICA.2006.1713608