Cargando…
A Compound Control Based on the Piezo-Actuated Stage with Bouc–Wen Model
The piezoelectric actuator (PA) is one of the most commonly used actuators in a micro-positioning stage. But its hysteresis non-linearity can cause error in the piezo-actuated stage. A modified Bouc–Wen model is presented in this paper to describe the hysteresis non-linearity of the piezo-actuated s...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6953070/ https://www.ncbi.nlm.nih.gov/pubmed/31817860 http://dx.doi.org/10.3390/mi10120861 |
_version_ | 1783486566678659072 |
---|---|
author | Fang, Jiwen Wang, Jia Li, Chong Zhong, Wei Long, Zhili |
author_facet | Fang, Jiwen Wang, Jia Li, Chong Zhong, Wei Long, Zhili |
author_sort | Fang, Jiwen |
collection | PubMed |
description | The piezoelectric actuator (PA) is one of the most commonly used actuators in a micro-positioning stage. But its hysteresis non-linearity can cause error in the piezo-actuated stage. A modified Bouc–Wen model is presented in this paper to describe the hysteresis non-linearity of the piezo-actuated stage. This model can be divided into two categories according to the input frequency: rate-independent type and rate-dependent type. A particle swarm optimization method (PSO) is employed to identify these parameters of the Bouc–Wen hysteresis model. An inverse model feedforward compensator is established based on the modified Bouc–Wen model. The fuzzy proportional-integral-derivative (PID) controller combined with the feedforward compensator is implemented to the piezo-actuated stage. The experimental results indicate that the proposed control strategy can compensate for the hysteresis phenomenon. |
format | Online Article Text |
id | pubmed-6953070 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-69530702020-01-23 A Compound Control Based on the Piezo-Actuated Stage with Bouc–Wen Model Fang, Jiwen Wang, Jia Li, Chong Zhong, Wei Long, Zhili Micromachines (Basel) Article The piezoelectric actuator (PA) is one of the most commonly used actuators in a micro-positioning stage. But its hysteresis non-linearity can cause error in the piezo-actuated stage. A modified Bouc–Wen model is presented in this paper to describe the hysteresis non-linearity of the piezo-actuated stage. This model can be divided into two categories according to the input frequency: rate-independent type and rate-dependent type. A particle swarm optimization method (PSO) is employed to identify these parameters of the Bouc–Wen hysteresis model. An inverse model feedforward compensator is established based on the modified Bouc–Wen model. The fuzzy proportional-integral-derivative (PID) controller combined with the feedforward compensator is implemented to the piezo-actuated stage. The experimental results indicate that the proposed control strategy can compensate for the hysteresis phenomenon. MDPI 2019-12-07 /pmc/articles/PMC6953070/ /pubmed/31817860 http://dx.doi.org/10.3390/mi10120861 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Fang, Jiwen Wang, Jia Li, Chong Zhong, Wei Long, Zhili A Compound Control Based on the Piezo-Actuated Stage with Bouc–Wen Model |
title | A Compound Control Based on the Piezo-Actuated Stage with Bouc–Wen Model |
title_full | A Compound Control Based on the Piezo-Actuated Stage with Bouc–Wen Model |
title_fullStr | A Compound Control Based on the Piezo-Actuated Stage with Bouc–Wen Model |
title_full_unstemmed | A Compound Control Based on the Piezo-Actuated Stage with Bouc–Wen Model |
title_short | A Compound Control Based on the Piezo-Actuated Stage with Bouc–Wen Model |
title_sort | compound control based on the piezo-actuated stage with bouc–wen model |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6953070/ https://www.ncbi.nlm.nih.gov/pubmed/31817860 http://dx.doi.org/10.3390/mi10120861 |
work_keys_str_mv | AT fangjiwen acompoundcontrolbasedonthepiezoactuatedstagewithboucwenmodel AT wangjia acompoundcontrolbasedonthepiezoactuatedstagewithboucwenmodel AT lichong acompoundcontrolbasedonthepiezoactuatedstagewithboucwenmodel AT zhongwei acompoundcontrolbasedonthepiezoactuatedstagewithboucwenmodel AT longzhili acompoundcontrolbasedonthepiezoactuatedstagewithboucwenmodel AT fangjiwen compoundcontrolbasedonthepiezoactuatedstagewithboucwenmodel AT wangjia compoundcontrolbasedonthepiezoactuatedstagewithboucwenmodel AT lichong compoundcontrolbasedonthepiezoactuatedstagewithboucwenmodel AT zhongwei compoundcontrolbasedonthepiezoactuatedstagewithboucwenmodel AT longzhili compoundcontrolbasedonthepiezoactuatedstagewithboucwenmodel |