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A Low-Cost Luxometer Benchmark for Solar Illuminance Measurement System Based on the Internet of Things

Natural illumination has an important place in home automation applications. Among other advantages, it contributes to better visual health, energy savings, and lower CO(2) emissions. Therefore, it is important to measure illuminance in the most accurate and cost-effective way. This work compares se...

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Autores principales: Lorenzo, Omar Guillán, Suárez-García, Andrés, Peña, David González, Fuente, Manuel García, Granados-López, Diego
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9571545/
https://www.ncbi.nlm.nih.gov/pubmed/36236201
http://dx.doi.org/10.3390/s22197107
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author Lorenzo, Omar Guillán
Suárez-García, Andrés
Peña, David González
Fuente, Manuel García
Granados-López, Diego
author_facet Lorenzo, Omar Guillán
Suárez-García, Andrés
Peña, David González
Fuente, Manuel García
Granados-López, Diego
author_sort Lorenzo, Omar Guillán
collection PubMed
description Natural illumination has an important place in home automation applications. Among other advantages, it contributes to better visual health, energy savings, and lower CO(2) emissions. Therefore, it is important to measure illuminance in the most accurate and cost-effective way. This work compares several low-cost commercial sensors (VEML 7700, TSL2591, and OPT3001) with a professional one (ML-020S-O), all of them installed outdoors. In addition, a platform based on the Internet of Things technology was designed and deployed as a centralized point of data collection and processing. Summer months have been chosen for the comparison. This is the most adverse situation for low-cost sensors since they are designed for indoor use, and their operating range is lower than the maximum reached by sunlight. The solar illuminance was recorded every minute. As expected, the obtained bias depends on the solar height. This can reach 60% in the worst circumstances, although most of the time, its value stays below 40%. The positive side lies in the good precision of the recordings. This systematic deviation makes it susceptible to mathematical correction. Therefore, the incorporation of more sensors and data that can help the global improvement of the precision and accuracy of this low-cost system is left as a future line of improvement.
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spelling pubmed-95715452022-10-17 A Low-Cost Luxometer Benchmark for Solar Illuminance Measurement System Based on the Internet of Things Lorenzo, Omar Guillán Suárez-García, Andrés Peña, David González Fuente, Manuel García Granados-López, Diego Sensors (Basel) Article Natural illumination has an important place in home automation applications. Among other advantages, it contributes to better visual health, energy savings, and lower CO(2) emissions. Therefore, it is important to measure illuminance in the most accurate and cost-effective way. This work compares several low-cost commercial sensors (VEML 7700, TSL2591, and OPT3001) with a professional one (ML-020S-O), all of them installed outdoors. In addition, a platform based on the Internet of Things technology was designed and deployed as a centralized point of data collection and processing. Summer months have been chosen for the comparison. This is the most adverse situation for low-cost sensors since they are designed for indoor use, and their operating range is lower than the maximum reached by sunlight. The solar illuminance was recorded every minute. As expected, the obtained bias depends on the solar height. This can reach 60% in the worst circumstances, although most of the time, its value stays below 40%. The positive side lies in the good precision of the recordings. This systematic deviation makes it susceptible to mathematical correction. Therefore, the incorporation of more sensors and data that can help the global improvement of the precision and accuracy of this low-cost system is left as a future line of improvement. MDPI 2022-09-20 /pmc/articles/PMC9571545/ /pubmed/36236201 http://dx.doi.org/10.3390/s22197107 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 Article
Lorenzo, Omar Guillán
Suárez-García, Andrés
Peña, David González
Fuente, Manuel García
Granados-López, Diego
A Low-Cost Luxometer Benchmark for Solar Illuminance Measurement System Based on the Internet of Things
title A Low-Cost Luxometer Benchmark for Solar Illuminance Measurement System Based on the Internet of Things
title_full A Low-Cost Luxometer Benchmark for Solar Illuminance Measurement System Based on the Internet of Things
title_fullStr A Low-Cost Luxometer Benchmark for Solar Illuminance Measurement System Based on the Internet of Things
title_full_unstemmed A Low-Cost Luxometer Benchmark for Solar Illuminance Measurement System Based on the Internet of Things
title_short A Low-Cost Luxometer Benchmark for Solar Illuminance Measurement System Based on the Internet of Things
title_sort low-cost luxometer benchmark for solar illuminance measurement system based on the internet of things
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9571545/
https://www.ncbi.nlm.nih.gov/pubmed/36236201
http://dx.doi.org/10.3390/s22197107
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