Fuzzy PID Feedback Control of Piezoelectric Actuator with Feedforward Compensation

被引:21
作者
Chi, Ziqiang [1 ]
Jia, Minping [2 ]
Xu, Qingsong [1 ]
机构
[1] Univ Macau, Fac Sci & Technol, Dept Electromech Engn, Taipa, Macau, Peoples R China
[2] Southeast Univ, Sch Mech Engn, Nanjing 211189, Jiangsu, Peoples R China
关键词
NONLINEAR-SYSTEMS; TRACKING CONTROL; HYSTERESIS; SUBJECT; MODEL;
D O I
10.1155/2014/107184
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Piezoelectric actuator is widely used in the field of micro/nanopositioning. However, piezoelectric hysteresis introduces nonlinearity to the system, which is the major obstacle to achieve a precise positioning. In this paper, the Preisach model is employed to describe the hysteresis characteristic of piezoelectric actuator and an inverse Preisach model is developed to construct a feedforward controller. Considering that the analytical expression of inverse Preisach model is difficult to derive and not suitable for practical application, a digital inverse model is established based on the input and output data of a piezoelectric actuator. Moreover, to mitigate the compensation error of the feedforward control, a feedback control scheme is implemented using different types of control algorithms in terms of PID control, fuzzy control, and fuzzy PID control. Extensive simulation studies are carried out using the three kinds of control systems. Comparative investigation reveals that the fuzzy PID control system with feedforward compensation is capable of providing quicker response and better control accuracy than the other two ones. It provides a promising way of precision control for piezoelectric actuator.
引用
收藏
页数:14
相关论文
共 30 条
[1]   PREISACH MODELING OF MAGNETOSTRICTIVE HYSTERESIS [J].
ADLY, AA ;
MAYERGOYZ, ID ;
BERGQVIST, A .
JOURNAL OF APPLIED PHYSICS, 1991, 69 (08) :5777-5779
[2]   Modeling piezoelectric actuators [J].
Adriaens, HJMTA ;
de Koning, WL ;
Banning, R .
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2000, 5 (04) :331-341
[3]   The future of PID control [J].
Åström, KJ ;
Hägglund, T .
CONTROL ENGINEERING PRACTICE, 2001, 9 (11) :1163-1175
[4]   A model for voltage-to-displacement dynamics in piezoceramic actuators subject to dynamic-voltage excitations [J].
Ben Mrad, R ;
Hu, H .
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2002, 7 (04) :479-489
[5]   A MACROSCOPIC THEORY FOR THE EXISTENCE OF THE HYSTERESIS AND BUTTERFLY LOOPS IN FERROELECTRICITY [J].
CHEN, PJ ;
MONTGOMERY, ST .
FERROELECTRICS, 1980, 23 (3-4) :199-207
[6]   A survey of control issues in nanopositioning [J].
Devasia, Santosh ;
Eleftheriou, Evangelos ;
Moheimani, S. O. Reza .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2007, 15 (05) :802-823
[7]   Tracking control of a piezoceramic actuator [J].
Ge, P ;
Jouaneh, M .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 1996, 4 (03) :209-216
[8]   Self-tuning fuzzy control of a piezoelectric actuator system [J].
Gwo-Ruey Yu ;
Chun-Sheng You ;
Rong-Jun Hong .
2006 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-6, PROCEEDINGS, 2006, :1108-+
[9]   THEORY OF FERROMAGNETIC HYSTERESIS [J].
JILES, DC ;
ATHERTON, DL .
JOURNAL OF MAGNETISM AND MAGNETIC MATERIALS, 1986, 61 (1-2) :48-60
[10]  
Krasnosel'skii M.A., 1989, SYSTEMS HYSTERESIS