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High-Accuracy Calibration Based on Linearity Adjustment for Eddy Current Displacement Sensor
High precision position control is essential in the process of parts manufacturing and assembling, where eddy current displacement sensors (ECDSs) are widely used owing to the advantages of non-contact sensing, compact volume, and resistance to harsh conditions. To solve the nonlinear characteristic...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6163380/ https://www.ncbi.nlm.nih.gov/pubmed/30154354 http://dx.doi.org/10.3390/s18092842 |
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author | Liu, Wei Liang, Bing Jia, Zhenyuan Feng, Di Jiang, Xintong Li, Xiao Zhou, Mengde |
author_facet | Liu, Wei Liang, Bing Jia, Zhenyuan Feng, Di Jiang, Xintong Li, Xiao Zhou, Mengde |
author_sort | Liu, Wei |
collection | PubMed |
description | High precision position control is essential in the process of parts manufacturing and assembling, where eddy current displacement sensors (ECDSs) are widely used owing to the advantages of non-contact sensing, compact volume, and resistance to harsh conditions. To solve the nonlinear characteristics of the sensors, a high-accuracy calibration method based on linearity adjustment is proposed for ECDSs in this paper, which markedly improves the calibration accuracy and then the measurement accuracy. After matching the displacement value and the output voltage of the sensors, firstly, the sensitivity is adjusted according to the specified output range. Then, the weighted support vector adjustment models with the optimal weight of the zero-scale, mid-scale and full-scale are established respectively to cyclically adjust the linearity of the output characteristic curve. Finally, the final linearity adjustment model is obtained, and both the calibration accuracy and precision are verified by the established calibration system. Experimental results show that the linearity of the output characteristic curve of ECDS adjusted by the calibration method reaches over 99.9%, increasing by 1.9–5.0% more than the one of the original. In addition, the measurement accuracy improves from 11–25 [Formula: see text] m to 1–10 [Formula: see text] m in the range of 6mm, which provides a reliable guarantee for high accuracy displacement measurement. |
format | Online Article Text |
id | pubmed-6163380 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-61633802018-10-10 High-Accuracy Calibration Based on Linearity Adjustment for Eddy Current Displacement Sensor Liu, Wei Liang, Bing Jia, Zhenyuan Feng, Di Jiang, Xintong Li, Xiao Zhou, Mengde Sensors (Basel) Article High precision position control is essential in the process of parts manufacturing and assembling, where eddy current displacement sensors (ECDSs) are widely used owing to the advantages of non-contact sensing, compact volume, and resistance to harsh conditions. To solve the nonlinear characteristics of the sensors, a high-accuracy calibration method based on linearity adjustment is proposed for ECDSs in this paper, which markedly improves the calibration accuracy and then the measurement accuracy. After matching the displacement value and the output voltage of the sensors, firstly, the sensitivity is adjusted according to the specified output range. Then, the weighted support vector adjustment models with the optimal weight of the zero-scale, mid-scale and full-scale are established respectively to cyclically adjust the linearity of the output characteristic curve. Finally, the final linearity adjustment model is obtained, and both the calibration accuracy and precision are verified by the established calibration system. Experimental results show that the linearity of the output characteristic curve of ECDS adjusted by the calibration method reaches over 99.9%, increasing by 1.9–5.0% more than the one of the original. In addition, the measurement accuracy improves from 11–25 [Formula: see text] m to 1–10 [Formula: see text] m in the range of 6mm, which provides a reliable guarantee for high accuracy displacement measurement. MDPI 2018-08-28 /pmc/articles/PMC6163380/ /pubmed/30154354 http://dx.doi.org/10.3390/s18092842 Text en © 2018 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 Liu, Wei Liang, Bing Jia, Zhenyuan Feng, Di Jiang, Xintong Li, Xiao Zhou, Mengde High-Accuracy Calibration Based on Linearity Adjustment for Eddy Current Displacement Sensor |
title | High-Accuracy Calibration Based on Linearity Adjustment for Eddy Current Displacement Sensor |
title_full | High-Accuracy Calibration Based on Linearity Adjustment for Eddy Current Displacement Sensor |
title_fullStr | High-Accuracy Calibration Based on Linearity Adjustment for Eddy Current Displacement Sensor |
title_full_unstemmed | High-Accuracy Calibration Based on Linearity Adjustment for Eddy Current Displacement Sensor |
title_short | High-Accuracy Calibration Based on Linearity Adjustment for Eddy Current Displacement Sensor |
title_sort | high-accuracy calibration based on linearity adjustment for eddy current displacement sensor |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6163380/ https://www.ncbi.nlm.nih.gov/pubmed/30154354 http://dx.doi.org/10.3390/s18092842 |
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