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Marine Icing Sensor with Phase Discrimination
In this paper, a novel approach is presented to the measurement of marine icing phenomena under the presence of a two-phase condition. We have developed a sensor consisting of an electrostatic array and a signal processing based on a decision tree method. A three-element electrostatic array is emplo...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7830499/ https://www.ncbi.nlm.nih.gov/pubmed/33477317 http://dx.doi.org/10.3390/s21020612 |
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author | Elzaidi, Abdulrazak Masek, Vlastimil Bruneau, Stephen |
author_facet | Elzaidi, Abdulrazak Masek, Vlastimil Bruneau, Stephen |
author_sort | Elzaidi, Abdulrazak |
collection | PubMed |
description | In this paper, a novel approach is presented to the measurement of marine icing phenomena under the presence of a two-phase condition. We have developed a sensor consisting of an electrostatic array and a signal processing based on a decision tree method. A three-element electrostatic array is employed to derive signals having linearly decoupled characteristics from which two key parameters, ice and water accretion layer dimension, can be determined for the purpose of environmental monitoring. The quantified characteristics revealed a correlation with the ice layer thickness in spite of the strong influence from the top water phase layer. The decision tree model established a relationship between the signal characteristics and the two accretion thickness parameters of water and ice layer. Through experimental verification, it has been observed that our sensor array in combination with the decision tree model based signal processing provides a simple practical solution to the challenging field of a two phase composition measurement such as in the marine icing considered in this study. |
format | Online Article Text |
id | pubmed-7830499 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-78304992021-01-26 Marine Icing Sensor with Phase Discrimination Elzaidi, Abdulrazak Masek, Vlastimil Bruneau, Stephen Sensors (Basel) Communication In this paper, a novel approach is presented to the measurement of marine icing phenomena under the presence of a two-phase condition. We have developed a sensor consisting of an electrostatic array and a signal processing based on a decision tree method. A three-element electrostatic array is employed to derive signals having linearly decoupled characteristics from which two key parameters, ice and water accretion layer dimension, can be determined for the purpose of environmental monitoring. The quantified characteristics revealed a correlation with the ice layer thickness in spite of the strong influence from the top water phase layer. The decision tree model established a relationship between the signal characteristics and the two accretion thickness parameters of water and ice layer. Through experimental verification, it has been observed that our sensor array in combination with the decision tree model based signal processing provides a simple practical solution to the challenging field of a two phase composition measurement such as in the marine icing considered in this study. MDPI 2021-01-17 /pmc/articles/PMC7830499/ /pubmed/33477317 http://dx.doi.org/10.3390/s21020612 Text en © 2021 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 | Communication Elzaidi, Abdulrazak Masek, Vlastimil Bruneau, Stephen Marine Icing Sensor with Phase Discrimination |
title | Marine Icing Sensor with Phase Discrimination |
title_full | Marine Icing Sensor with Phase Discrimination |
title_fullStr | Marine Icing Sensor with Phase Discrimination |
title_full_unstemmed | Marine Icing Sensor with Phase Discrimination |
title_short | Marine Icing Sensor with Phase Discrimination |
title_sort | marine icing sensor with phase discrimination |
topic | Communication |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7830499/ https://www.ncbi.nlm.nih.gov/pubmed/33477317 http://dx.doi.org/10.3390/s21020612 |
work_keys_str_mv | AT elzaidiabdulrazak marineicingsensorwithphasediscrimination AT masekvlastimil marineicingsensorwithphasediscrimination AT bruneaustephen marineicingsensorwithphasediscrimination |