Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Yan, Leyang, Zhang, Hui, Ye, Peiqing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
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
_version_ 1783234709281570816
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
work_keys_str_mv AT yanleyang moverpositiondetectionforpmtlmbasedonlinearhallsensorsthroughekfprocessing
AT zhanghui moverpositiondetectionforpmtlmbasedonlinearhallsensorsthroughekfprocessing
AT yepeiqing moverpositiondetectionforpmtlmbasedonlinearhallsensorsthroughekfprocessing