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Mover Position Detection for PMTLM Based on Linear Hall Sensors through EKF Processing
Accurate mover position is vital for a permanent magnet tubular linear motor (PMTLM) control system. In this paper, two linear Hall sensors are utilized to detect the mover position. However, Hall sensor signals contain third-order harmonics, creating errors in mover position detection. To filter ou...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5422055/ https://www.ncbi.nlm.nih.gov/pubmed/28383505 http://dx.doi.org/10.3390/s17040782 |
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author | Yan, Leyang Zhang, Hui Ye, Peiqing |
author_facet | Yan, Leyang Zhang, Hui Ye, Peiqing |
author_sort | Yan, Leyang |
collection | PubMed |
description | Accurate mover position is vital for a permanent magnet tubular linear motor (PMTLM) control system. In this paper, two linear Hall sensors are utilized to detect the mover position. However, Hall sensor signals contain third-order harmonics, creating errors in mover position detection. To filter out the third-order harmonics, a signal processing method based on the extended Kalman filter (EKF) is presented. The limitation of conventional processing method is first analyzed, and then EKF is adopted to detect the mover position. In the EKF model, the amplitude of the fundamental component and the percentage of the harmonic component are taken as state variables, and they can be estimated based solely on the measured sensor signals. Then, the harmonic component can be calculated and eliminated. The proposed method has the advantages of faster convergence, better stability and higher accuracy. Finally, experimental results validate the effectiveness and superiority of the proposed method. |
format | Online Article Text |
id | pubmed-5422055 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-54220552017-05-12 Mover Position Detection for PMTLM Based on Linear Hall Sensors through EKF Processing Yan, Leyang Zhang, Hui Ye, Peiqing Sensors (Basel) Article Accurate mover position is vital for a permanent magnet tubular linear motor (PMTLM) control system. In this paper, two linear Hall sensors are utilized to detect the mover position. However, Hall sensor signals contain third-order harmonics, creating errors in mover position detection. To filter out the third-order harmonics, a signal processing method based on the extended Kalman filter (EKF) is presented. The limitation of conventional processing method is first analyzed, and then EKF is adopted to detect the mover position. In the EKF model, the amplitude of the fundamental component and the percentage of the harmonic component are taken as state variables, and they can be estimated based solely on the measured sensor signals. Then, the harmonic component can be calculated and eliminated. The proposed method has the advantages of faster convergence, better stability and higher accuracy. Finally, experimental results validate the effectiveness and superiority of the proposed method. MDPI 2017-04-06 /pmc/articles/PMC5422055/ /pubmed/28383505 http://dx.doi.org/10.3390/s17040782 Text en © 2017 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 Yan, Leyang Zhang, Hui Ye, Peiqing Mover Position Detection for PMTLM Based on Linear Hall Sensors through EKF Processing |
title | Mover Position Detection for PMTLM Based on Linear Hall Sensors through EKF Processing |
title_full | Mover Position Detection for PMTLM Based on Linear Hall Sensors through EKF Processing |
title_fullStr | Mover Position Detection for PMTLM Based on Linear Hall Sensors through EKF Processing |
title_full_unstemmed | Mover Position Detection for PMTLM Based on Linear Hall Sensors through EKF Processing |
title_short | Mover Position Detection for PMTLM Based on Linear Hall Sensors through EKF Processing |
title_sort | mover position detection for pmtlm based on linear hall sensors through ekf processing |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5422055/ https://www.ncbi.nlm.nih.gov/pubmed/28383505 http://dx.doi.org/10.3390/s17040782 |
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