Title :
Precision control of piezoelectric actuator using fuzzy feedback control with inverse hysteresis compensation
Author :
Ziqiang Chi ; Qingsong Xu
Author_Institution :
Dept. of Electromech. Eng., Univ. of Macau, Taipa, China
Abstract :
Piezoelectric actuators are widely employed in nanopositioning applications. The main drawback of piezoelectric actuator is the hysteresis characteristics. This paper presents the precision control of the output displacement for a piezoelectric actuator through fuzzy feedback control combined with inverse model-based feedforward compensation. Firstly, the Preisach model is established to describe the hysteresis of piezoelectric actuator. Then, a feedforward compensator is designed using an input correction iteration algorithm. Afterwards, three kinds of fuzzy control methods including fuzzy control, two-input fuzzy PID control, and three-input fuzzy PID control are designed and realized, and numerical simulation experiments are carried out, respectively. Through a comparative study of the numerical results, the advantages and disadvantages of each kind of fuzzy control method are disclosed.
Keywords :
compensation; control system synthesis; displacement control; feedback; feedforward; fuzzy control; hysteresis; nanopositioning; piezoelectric actuators; three-term control; Preisach model; fuzzy control; fuzzy feedback control; input correction iteration algorithm; inverse hysteresis compensation; inverse model-based feedforward compensation; nanopositioning applications; output displacement precision control; piezoelectric actuator precision control; three-input fuzzy PID control; two-input fuzzy PID control; Feedback control; Feedforward neural networks; Fuzzy control; Hysteresis; Mathematical model; Niobium; PD control; Piezoelectric actuator; Preisach model; feedforward compensation; fuzzy control; hysteresis characteristics;
Conference_Titel :
Nano/Micro Engineered and Molecular Systems (NEMS), 2015 IEEE 10th International Conference on
Conference_Location :
Xi´an
DOI :
10.1109/NEMS.2015.7147414