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Detection of Dihydrocoumarin in Coconut Juice via Photoelectric Detection System Based on Ultraviolet Absorption Spectrometry
Based on ultraviolet absorption spectroscopy technology combined with stoichiometry, a portable photoelectric detection system with wireless transmission was designed with the advantages of simple operation, low cost, and quick response to realize the non-destructive detection of dihydrocoumarin con...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9653897/ https://www.ncbi.nlm.nih.gov/pubmed/36365963 http://dx.doi.org/10.3390/s22218267 |
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author | Wang, Xiaoyan Xu, Jiangyu Ji, Rendong Bian, Haiyi Feng, Xiaotao Jiang, Zhezhen Guo, Xinyue Zhang, Yuan Abdalla, Ahmed N. |
author_facet | Wang, Xiaoyan Xu, Jiangyu Ji, Rendong Bian, Haiyi Feng, Xiaotao Jiang, Zhezhen Guo, Xinyue Zhang, Yuan Abdalla, Ahmed N. |
author_sort | Wang, Xiaoyan |
collection | PubMed |
description | Based on ultraviolet absorption spectroscopy technology combined with stoichiometry, a portable photoelectric detection system with wireless transmission was designed with the advantages of simple operation, low cost, and quick response to realize the non-destructive detection of dihydrocoumarin content in coconut juice. Through the detection of a sample solution, the light intensity through the solution is measured and converted into absorbance. Particle swarm optimization (PSO) is applied to optimize support vector regression (SVR) to establish a corresponding concentration prediction model. At the same time, in order to solve the shortcomings of the conventional portable photoelectric detection equipment in data storage, data transmission, and other aspects, based on the optimal PSO-SVR model, we used Python language to develop a friendly graphical user interface (GUI), integrating data collection, storage, analysis, and prediction modeling in one, greatly simplifying the operation process. The experimental results show that, compared with the traditional methods, the system achieves the purpose of rapid and non-destructive detection and has a small gap compared with the detection results of the ultraviolet spectrophotometer. It provides a good method for the determination of dihydrocoumarin in coconut juice. |
format | Online Article Text |
id | pubmed-9653897 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-96538972022-11-15 Detection of Dihydrocoumarin in Coconut Juice via Photoelectric Detection System Based on Ultraviolet Absorption Spectrometry Wang, Xiaoyan Xu, Jiangyu Ji, Rendong Bian, Haiyi Feng, Xiaotao Jiang, Zhezhen Guo, Xinyue Zhang, Yuan Abdalla, Ahmed N. Sensors (Basel) Communication Based on ultraviolet absorption spectroscopy technology combined with stoichiometry, a portable photoelectric detection system with wireless transmission was designed with the advantages of simple operation, low cost, and quick response to realize the non-destructive detection of dihydrocoumarin content in coconut juice. Through the detection of a sample solution, the light intensity through the solution is measured and converted into absorbance. Particle swarm optimization (PSO) is applied to optimize support vector regression (SVR) to establish a corresponding concentration prediction model. At the same time, in order to solve the shortcomings of the conventional portable photoelectric detection equipment in data storage, data transmission, and other aspects, based on the optimal PSO-SVR model, we used Python language to develop a friendly graphical user interface (GUI), integrating data collection, storage, analysis, and prediction modeling in one, greatly simplifying the operation process. The experimental results show that, compared with the traditional methods, the system achieves the purpose of rapid and non-destructive detection and has a small gap compared with the detection results of the ultraviolet spectrophotometer. It provides a good method for the determination of dihydrocoumarin in coconut juice. MDPI 2022-10-28 /pmc/articles/PMC9653897/ /pubmed/36365963 http://dx.doi.org/10.3390/s22218267 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Communication Wang, Xiaoyan Xu, Jiangyu Ji, Rendong Bian, Haiyi Feng, Xiaotao Jiang, Zhezhen Guo, Xinyue Zhang, Yuan Abdalla, Ahmed N. Detection of Dihydrocoumarin in Coconut Juice via Photoelectric Detection System Based on Ultraviolet Absorption Spectrometry |
title | Detection of Dihydrocoumarin in Coconut Juice via Photoelectric Detection System Based on Ultraviolet Absorption Spectrometry |
title_full | Detection of Dihydrocoumarin in Coconut Juice via Photoelectric Detection System Based on Ultraviolet Absorption Spectrometry |
title_fullStr | Detection of Dihydrocoumarin in Coconut Juice via Photoelectric Detection System Based on Ultraviolet Absorption Spectrometry |
title_full_unstemmed | Detection of Dihydrocoumarin in Coconut Juice via Photoelectric Detection System Based on Ultraviolet Absorption Spectrometry |
title_short | Detection of Dihydrocoumarin in Coconut Juice via Photoelectric Detection System Based on Ultraviolet Absorption Spectrometry |
title_sort | detection of dihydrocoumarin in coconut juice via photoelectric detection system based on ultraviolet absorption spectrometry |
topic | Communication |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9653897/ https://www.ncbi.nlm.nih.gov/pubmed/36365963 http://dx.doi.org/10.3390/s22218267 |
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