A Novel Discrete ARMA-Based Model for Piezoelectric Actuator Hysteresis

被引：48
|
作者：
Cao, Y. [1 ]
Chen, X. B. [1 ]
机构：
[1] Univ Saskatchewan, Dept Mech Engn, Saskatoon, SK S7N 5A9, Canada
来源：
IEEE-ASME TRANSACTIONS ON MECHATRONICS | 2012年 / 17卷 / 04期
基金：
加拿大自然科学与工程研究理事会;
关键词：
Autoregressive moving average (ARMA) process; hysteresis; piezoelectric devices; IDENTIFICATION;
D O I：
10.1109/TMECH.2011.2128339
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Hysteresis is an important nonlinear effect exhibited by piezoelectric actuators (PEAs) and its modeling has been drawing considerable attention. This paper presents the development of a novel discrete model based on the concept of autoregressive moving average for the PEA hysteresis, and its parameter identification method as well. Experiments were carried out to verify the effectiveness of the developed model. The result obtained shows that the developed model can well represent the PEA hysteresis, with improved performance over an existing discrete hysteresis model.
引用
收藏
页码：737 / 744
页数：8
相关论文
共 50 条
  • [1] Model and Control on Hysteresis of Piezoelectric Actuator
    Ji Huawei
    Wen Yongqing
    MATERIALS SCIENCE AND ENGINEERING, PTS 1-2, 2011, 179-180 : 635 - 640
  • [2] Dynamic Model of Hysteresis in Piezoelectric Actuator Based on Neural Networks
    Zhao Xinlong
    Wu Shuangjiang
    Wu Yuecheng
    Pan Haipeng
    TransactionsofNanjingUniversityofAeronauticsandAstronautics, 2017, 34 (02) : 163 - 168
  • [3] Adaptive inverse control for piezoelectric actuator based on hysteresis model
    Ru, CH
    Sun, LN
    Kong, MX
    PROCEEDINGS OF 2005 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-9, 2005, : 3189 - 3193
  • [4] Preisach model of hysteresis for the Piezoelectric Actuator Drive
    Zsurzsan, Tiberiu-Gabriel
    Andersen, Michael A. E.
    Zhang, Zhe
    Andersen, Nils A.
    IECON 2015 - 41ST ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2015, : 2788 - 2793
  • [5] A Comparison of Dithers for Hysteresis Alleviation in Dahl Model Based Piezoelectric Actuator
    Prakash, Mangal
    Shome, Saikat Kumar
    Pradhan, Sourav
    Patel, Manoj Kumar
    2013 INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION, ROBOTICS AND EMBEDDED SYSTEMS (CARE-2013), 2013,
  • [6] Experimental model inverse-based hysteresis compensation on a piezoelectric actuator
    Oubellil, Raouia
    Ryba, Lukasz
    Voda, Alina
    Rakotondrabe, Micky
    2015 19TH INTERNATIONAL CONFERENCE ON SYSTEM THEORY, CONTROL AND COMPUTING (ICSTCC), 2015, : 186 - 191
  • [7] Control model for hysteresis based on microscopic polarization mechanisms in piezoelectric actuator
    Robot Research Institute, Harbin Institute of Technology, Harbin 150001, China
    不详
    J. Harbin Inst. Technol., 2008, 3 (302-306):
  • [8] Support vector machine-based hysteresis model of piezoelectric actuator
    Yan X.
    Wu H.
    Li Y.
    Yang X.
    Kang S.
    Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2018, 39 (09): : 228 - 235
  • [9] A Cluster Heartbeat Algorithm with ARMA-based Prediction
    Xu, Chaoqun
    Zhuang, Yi
    Zhu, Wei
    2013 3RD INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT), 2013, : 218 - 221
  • [10] Forecasting tourism demand with ARMA-based methods
    Chu, Fong-Lin
    TOURISM MANAGEMENT, 2009, 30 (05) : 740 - 751
12345