Cargando…
Modeling and compensation of hysteresis in piezoelectric actuators
Piezoelectric actuator has the advantages of high rigidity, wide bandwidth, fast response and high resolution. Therefore, they are widely used in many micro and nano positioning applications. However, the hysteresis characteristic in the piezoelectric actuator (PEA) seriously affects its positioning...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7264066/ https://www.ncbi.nlm.nih.gov/pubmed/32509984 http://dx.doi.org/10.1016/j.heliyon.2020.e03999 |
_version_ | 1783540893699014656 |
---|---|
author | Yu, Zhiliang Wu, Yue Fang, Zhiyi Sun, Hailin |
author_facet | Yu, Zhiliang Wu, Yue Fang, Zhiyi Sun, Hailin |
author_sort | Yu, Zhiliang |
collection | PubMed |
description | Piezoelectric actuator has the advantages of high rigidity, wide bandwidth, fast response and high resolution. Therefore, they are widely used in many micro and nano positioning applications. However, the hysteresis characteristic in the piezoelectric actuator (PEA) seriously affects its positioning accuracy and even causes instability. In this paper, a modified Prandtl-Ishlinskii (MPI) model, which can describe the rate asymmetric hysteresis of piezoelectric actuator, is studied. The hysteresis compensation is realized by using the rate dependent Prandtl-Iishlinskii model based on the improved Prandtl-Iishlinskii hysteresis model and the hysteresis characteristics of the driver measured in the laboratory under the frequency input of up to 100 Hz. In order to further reduce the error of feedforward compensation, a sliding mode controller is designed. The stability of the control system is proved by Lyapunov theory. The experimental results show that the linear error of the system is reduced from 10% to less than 1%, and the tracking error can also be reduced by 90%. |
format | Online Article Text |
id | pubmed-7264066 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-72640662020-06-05 Modeling and compensation of hysteresis in piezoelectric actuators Yu, Zhiliang Wu, Yue Fang, Zhiyi Sun, Hailin Heliyon Article Piezoelectric actuator has the advantages of high rigidity, wide bandwidth, fast response and high resolution. Therefore, they are widely used in many micro and nano positioning applications. However, the hysteresis characteristic in the piezoelectric actuator (PEA) seriously affects its positioning accuracy and even causes instability. In this paper, a modified Prandtl-Ishlinskii (MPI) model, which can describe the rate asymmetric hysteresis of piezoelectric actuator, is studied. The hysteresis compensation is realized by using the rate dependent Prandtl-Iishlinskii model based on the improved Prandtl-Iishlinskii hysteresis model and the hysteresis characteristics of the driver measured in the laboratory under the frequency input of up to 100 Hz. In order to further reduce the error of feedforward compensation, a sliding mode controller is designed. The stability of the control system is proved by Lyapunov theory. The experimental results show that the linear error of the system is reduced from 10% to less than 1%, and the tracking error can also be reduced by 90%. Elsevier 2020-05-30 /pmc/articles/PMC7264066/ /pubmed/32509984 http://dx.doi.org/10.1016/j.heliyon.2020.e03999 Text en © 2020 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Yu, Zhiliang Wu, Yue Fang, Zhiyi Sun, Hailin Modeling and compensation of hysteresis in piezoelectric actuators |
title | Modeling and compensation of hysteresis in piezoelectric actuators |
title_full | Modeling and compensation of hysteresis in piezoelectric actuators |
title_fullStr | Modeling and compensation of hysteresis in piezoelectric actuators |
title_full_unstemmed | Modeling and compensation of hysteresis in piezoelectric actuators |
title_short | Modeling and compensation of hysteresis in piezoelectric actuators |
title_sort | modeling and compensation of hysteresis in piezoelectric actuators |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7264066/ https://www.ncbi.nlm.nih.gov/pubmed/32509984 http://dx.doi.org/10.1016/j.heliyon.2020.e03999 |
work_keys_str_mv | AT yuzhiliang modelingandcompensationofhysteresisinpiezoelectricactuators AT wuyue modelingandcompensationofhysteresisinpiezoelectricactuators AT fangzhiyi modelingandcompensationofhysteresisinpiezoelectricactuators AT sunhailin modelingandcompensationofhysteresisinpiezoelectricactuators |