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A Solution to Ambiguities in Position Estimation for Solenoid Actuators by Exploiting Eddy Current Variations
Position estimation techniques for solenoid actuators are successfully used in a wide field of applications requiring monitoring functionality without the need for additional sensors. Most techniques, which also include standstill condition, are based on the identification of the differential induct...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7349334/ https://www.ncbi.nlm.nih.gov/pubmed/32570780 http://dx.doi.org/10.3390/s20123441 |
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author | König, Niklas Nienhaus, Matthias |
author_facet | König, Niklas Nienhaus, Matthias |
author_sort | König, Niklas |
collection | PubMed |
description | Position estimation techniques for solenoid actuators are successfully used in a wide field of applications requiring monitoring functionality without the need for additional sensors. Most techniques, which also include standstill condition, are based on the identification of the differential inductance, a parameter that exhibits high sensitivity towards position variations. The differential inductance of some actuators shows a non-monotonic dependency over the position. This leads to ambiguities in position estimation. Nevertheless, a unique position estimation in standstill condition without prior knowledge of the actuator state is highly desired. In this work, the eddy current losses inside the actuator are identified in terms of a parallel resistor and are exploited in order to solve the ambiguities in position estimation. Compared to other state-of-the-art techniques, the differential inductance and the parallel resistance are estimated online by approaches requiring low implementation and computation effort. Furthermore, a data fusion algorithm for position estimation based on a neural network is proposed. Experimental results involving a use case scenario of an end-position detection for a switching solenoid actuator prove the uniqueness, the precision and the high signal-to-noise ratio of the obtained position estimate. The proposed approach therefore allows the unique estimation of the actuator position including standstill condition suitable for low-cost applications demanding low implementation effort. |
format | Online Article Text |
id | pubmed-7349334 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-73493342020-07-22 A Solution to Ambiguities in Position Estimation for Solenoid Actuators by Exploiting Eddy Current Variations König, Niklas Nienhaus, Matthias Sensors (Basel) Article Position estimation techniques for solenoid actuators are successfully used in a wide field of applications requiring monitoring functionality without the need for additional sensors. Most techniques, which also include standstill condition, are based on the identification of the differential inductance, a parameter that exhibits high sensitivity towards position variations. The differential inductance of some actuators shows a non-monotonic dependency over the position. This leads to ambiguities in position estimation. Nevertheless, a unique position estimation in standstill condition without prior knowledge of the actuator state is highly desired. In this work, the eddy current losses inside the actuator are identified in terms of a parallel resistor and are exploited in order to solve the ambiguities in position estimation. Compared to other state-of-the-art techniques, the differential inductance and the parallel resistance are estimated online by approaches requiring low implementation and computation effort. Furthermore, a data fusion algorithm for position estimation based on a neural network is proposed. Experimental results involving a use case scenario of an end-position detection for a switching solenoid actuator prove the uniqueness, the precision and the high signal-to-noise ratio of the obtained position estimate. The proposed approach therefore allows the unique estimation of the actuator position including standstill condition suitable for low-cost applications demanding low implementation effort. MDPI 2020-06-18 /pmc/articles/PMC7349334/ /pubmed/32570780 http://dx.doi.org/10.3390/s20123441 Text en © 2020 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 König, Niklas Nienhaus, Matthias A Solution to Ambiguities in Position Estimation for Solenoid Actuators by Exploiting Eddy Current Variations |
title | A Solution to Ambiguities in Position Estimation for Solenoid Actuators by Exploiting Eddy Current Variations |
title_full | A Solution to Ambiguities in Position Estimation for Solenoid Actuators by Exploiting Eddy Current Variations |
title_fullStr | A Solution to Ambiguities in Position Estimation for Solenoid Actuators by Exploiting Eddy Current Variations |
title_full_unstemmed | A Solution to Ambiguities in Position Estimation for Solenoid Actuators by Exploiting Eddy Current Variations |
title_short | A Solution to Ambiguities in Position Estimation for Solenoid Actuators by Exploiting Eddy Current Variations |
title_sort | solution to ambiguities in position estimation for solenoid actuators by exploiting eddy current variations |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7349334/ https://www.ncbi.nlm.nih.gov/pubmed/32570780 http://dx.doi.org/10.3390/s20123441 |
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