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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...

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Detalles Bibliográficos
Autores principales: Yu, Zhiliang, Wu, Yue, Fang, Zhiyi, Sun, Hailin
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
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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%.
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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
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