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Control Algorithm Design of a Force-Balance Accelerometer
The force-balanced accelerometer (FBA), unlike other types of sensors, incorporates a closed-loop control. The efficacy of the system is contingent not solely on the hardware, but more critically on the formulation of the control algorithm. Conventional control strategies are usually designed for th...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10611022/ https://www.ncbi.nlm.nih.gov/pubmed/37896733 http://dx.doi.org/10.3390/s23208640 |
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author | Liu, Zhiqiang Xia, Lei Wu, Bin Huan, Ronghua Huang, Zhilong |
author_facet | Liu, Zhiqiang Xia, Lei Wu, Bin Huan, Ronghua Huang, Zhilong |
author_sort | Liu, Zhiqiang |
collection | PubMed |
description | The force-balanced accelerometer (FBA), unlike other types of sensors, incorporates a closed-loop control. The efficacy of the system is contingent not solely on the hardware, but more critically on the formulation of the control algorithm. Conventional control strategies are usually designed for the purpose of response minimization of the sensitive elements, which limits the measurement accuracy and applicable frequency bandwidth of FBAs. In this paper, based on the model predictive control (MPC), a control algorithm of a force-balance accelerometer considering time delay is designed. The variable augmentation method is proposed to convert the force-balance control into an easy-handed measurement error minimization control problem. The discretization method is applied to deal with the time delay problem in the closed loop. The control algorithm is integrated into a practical FBA. The effectiveness of the proposed control is demonstrated through experiments conducted in an ultra-quiet chamber, as well as simulations. The results show that the closed loop in the FBA has a time delay 10 times of the control period, and, utilizing the proposed control, the acceleration signals can be accurately measured with a frequency range larger than 500 Hz. Meanwhile, the vibration response of the sensitive element of the controlled FBA is maintained at the level of microns, which guarantees a large measurement range of the FBA. |
format | Online Article Text |
id | pubmed-10611022 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-106110222023-10-28 Control Algorithm Design of a Force-Balance Accelerometer Liu, Zhiqiang Xia, Lei Wu, Bin Huan, Ronghua Huang, Zhilong Sensors (Basel) Article The force-balanced accelerometer (FBA), unlike other types of sensors, incorporates a closed-loop control. The efficacy of the system is contingent not solely on the hardware, but more critically on the formulation of the control algorithm. Conventional control strategies are usually designed for the purpose of response minimization of the sensitive elements, which limits the measurement accuracy and applicable frequency bandwidth of FBAs. In this paper, based on the model predictive control (MPC), a control algorithm of a force-balance accelerometer considering time delay is designed. The variable augmentation method is proposed to convert the force-balance control into an easy-handed measurement error minimization control problem. The discretization method is applied to deal with the time delay problem in the closed loop. The control algorithm is integrated into a practical FBA. The effectiveness of the proposed control is demonstrated through experiments conducted in an ultra-quiet chamber, as well as simulations. The results show that the closed loop in the FBA has a time delay 10 times of the control period, and, utilizing the proposed control, the acceleration signals can be accurately measured with a frequency range larger than 500 Hz. Meanwhile, the vibration response of the sensitive element of the controlled FBA is maintained at the level of microns, which guarantees a large measurement range of the FBA. MDPI 2023-10-23 /pmc/articles/PMC10611022/ /pubmed/37896733 http://dx.doi.org/10.3390/s23208640 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Liu, Zhiqiang Xia, Lei Wu, Bin Huan, Ronghua Huang, Zhilong Control Algorithm Design of a Force-Balance Accelerometer |
title | Control Algorithm Design of a Force-Balance Accelerometer |
title_full | Control Algorithm Design of a Force-Balance Accelerometer |
title_fullStr | Control Algorithm Design of a Force-Balance Accelerometer |
title_full_unstemmed | Control Algorithm Design of a Force-Balance Accelerometer |
title_short | Control Algorithm Design of a Force-Balance Accelerometer |
title_sort | control algorithm design of a force-balance accelerometer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10611022/ https://www.ncbi.nlm.nih.gov/pubmed/37896733 http://dx.doi.org/10.3390/s23208640 |
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