Title :
Identification and compensation of hysteretic dynamics of piezoelectric actuators for accurate and fast scanning
Author :
Liu, Lei ; Tan, Kok Kiong ; Chen, Silu ; Teo, Chek Sing ; Lee, Tong Heng
Author_Institution :
NUS Grad. Sch. for Integrative Sci. & Eng., Nat. Univ. of Singapore, Singapore, Singapore
Abstract :
The scanning and tracking accuracy of piezoelectric mechanisms over broadband frequencies are limited due to inherent dynamic hysteresis. This phenomenon has been a key bottleneck in the use of piezoelectric mechanisms in fast precision scanning applications. This paper presents a systemic model identification and composite control strategy without hysteresis measurement for such applications. First, least squares estimation using harmonic signals is applied to achieve the Preisach density function. Next, the hysteresis output is estimated using the identified Preisach model. Then, the non-hysteretic electric and vibration dynamics are identified. The discrete composite control strategy is proposed with a feedforward-feedback structure. The feedforward controller is the primary component designed for the performance. The secondary PI feedback controller is used to suppress the offset and disturbance for robustness. Finally, the identification and composite control strategy is implemented with a dSPACE 1104 board for a real piezo setup. The experimental results show that adequate scanning performance can be sustained at frequencies higher than the first resonant frequency.
Keywords :
PI control; compensation; discrete systems; feedback; feedforward; identification; least squares approximations; piezoelectric actuators; PI feedback controller; Preisach density function; Preisach model; broadband frequencies; compensation; dSPACE 1104 board; discrete composite control strategy; fast precision scanning applications; feedforward controller; feedforward-feedback structure; harmonic signals; hysteresis measurement; hysteresis output; hysteretic dynamics; inherent dynamic hysteresis; least squares estimation; nonhysteretic electric dynamics; piezoelectric actuator; piezoelectric mechanisms; systemic model identification; vibration dynamics; Density functional theory; Feedforward neural networks; Harmonic analysis; Hysteresis; Mathematical model; Resonant frequency; Vibrations;
Conference_Titel :
Industrial Electronics and Applications (ICIEA), 2012 7th IEEE Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4577-2118-2
DOI :
10.1109/ICIEA.2012.6360987