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The Use of Microwave and K* Algorithm in Determination of Alcohol Concentration in Liquids
Alcohol is widely used in various fields today. Alcohol overdose and its improper use can cause many health problems. Drinking liquids with high alcohol concentration, especially methanol, causes poisoning, and the use of colognes with high alcohol concentration causes various skin conditions and re...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Pleiades Publishing
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7590582/ http://dx.doi.org/10.1134/S1061830920080033 |
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author | Ebru Efeoğlu Gurkan Tuna |
author_facet | Ebru Efeoğlu Gurkan Tuna |
author_sort | Ebru Efeoğlu |
collection | PubMed |
description | Alcohol is widely used in various fields today. Alcohol overdose and its improper use can cause many health problems. Drinking liquids with high alcohol concentration, especially methanol, causes poisoning, and the use of colognes with high alcohol concentration causes various skin conditions and respiratory diseases. Therefore, for public health it is important to determine the type and concentration of alcohol in beverages and liquid products. In this paper, K* algorithm is used to detect and classify liquids containing high concentration of alcohol by measuring the scattering parameter of the liquids in the microwave frequency band. For this purpose, scatter parameter values of aqueous solutions of ethanol, methanol, 1-propanol and 2-propanol at different concentrations have been used as training sets. Commercial liquids with known ethanol concentrations and liquids with other known alcohol concentrations have been tested to prove the accuracy of the proposed approach. As the results show the proposed approach can classify liquids containing alcohol and their alcohol concentrations successfully and with high accuracy. |
format | Online Article Text |
id | pubmed-7590582 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Pleiades Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-75905822020-10-28 The Use of Microwave and K* Algorithm in Determination of Alcohol Concentration in Liquids Ebru Efeoğlu Gurkan Tuna Russ J Nondestruct Test Radio Wave Methods Alcohol is widely used in various fields today. Alcohol overdose and its improper use can cause many health problems. Drinking liquids with high alcohol concentration, especially methanol, causes poisoning, and the use of colognes with high alcohol concentration causes various skin conditions and respiratory diseases. Therefore, for public health it is important to determine the type and concentration of alcohol in beverages and liquid products. In this paper, K* algorithm is used to detect and classify liquids containing high concentration of alcohol by measuring the scattering parameter of the liquids in the microwave frequency band. For this purpose, scatter parameter values of aqueous solutions of ethanol, methanol, 1-propanol and 2-propanol at different concentrations have been used as training sets. Commercial liquids with known ethanol concentrations and liquids with other known alcohol concentrations have been tested to prove the accuracy of the proposed approach. As the results show the proposed approach can classify liquids containing alcohol and their alcohol concentrations successfully and with high accuracy. Pleiades Publishing 2020-10-26 2020 /pmc/articles/PMC7590582/ http://dx.doi.org/10.1134/S1061830920080033 Text en © Pleiades Publishing, Ltd. 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Radio Wave Methods Ebru Efeoğlu Gurkan Tuna The Use of Microwave and K* Algorithm in Determination of Alcohol Concentration in Liquids |
title | The Use of Microwave and K* Algorithm in Determination of Alcohol Concentration in Liquids |
title_full | The Use of Microwave and K* Algorithm in Determination of Alcohol Concentration in Liquids |
title_fullStr | The Use of Microwave and K* Algorithm in Determination of Alcohol Concentration in Liquids |
title_full_unstemmed | The Use of Microwave and K* Algorithm in Determination of Alcohol Concentration in Liquids |
title_short | The Use of Microwave and K* Algorithm in Determination of Alcohol Concentration in Liquids |
title_sort | use of microwave and k* algorithm in determination of alcohol concentration in liquids |
topic | Radio Wave Methods |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7590582/ http://dx.doi.org/10.1134/S1061830920080033 |
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