Performance evaluation of the BH1750FVI sensor (low cost) in the measurement of global solar radiation

Detalhes bibliográficos
Autor(a) principal: Silveira, Vinicius Brasil
Data de Publicação: 2021
Outros Autores: Dal Pai, Alexandre, Dal Pai, Enzo
Tipo de documento: Artigo
Idioma: por
Título da fonte: Research, Society and Development
Texto Completo: https://rsdjournal.org/index.php/rsd/article/view/21779
Resumo: The aim of this work was to evaluate the performance of illuminance sensor BH1750FVI measuring the global solar radiation, using a microcontroller NodeMCU ESP8266; measurements from this sensor were compared and related to measurements from a reference meteorological station for comparison. For the estimation of solar global irradiance, the angular coefficient was 0.2201 and the residual was r = 0.726. For validation, values ​​of MBE, MBE%, RMSE and RMSE% were, respectively, -72.9 W/m², -23.86%, 164.3W/m² and 53.77%. For global (integrated) solar irradiation, the BH1750FVI sensor presented a coefficient of 0.22884 and residual r = 0.899; the validation values ​​MBE, MBE%, RMSE and RMSE% were, respectively -0.017 MJ/m², -0.13 %, 0.55 MJ/m² and 4.31%.
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spelling Performance evaluation of the BH1750FVI sensor (low cost) in the measurement of global solar radiationEvaluación de desempeño del sensor BH1750FVI (bajo custo) en la medida de radiación solar globalAvaliação de desempenho do sensor BH1750FVI (baixo custo) na medida da radiação solar globalSensor arduino luminânciaSensor BH1750FVIRadiação solar globalSensor de baixo custoLúpuloArduino.Sensor de luminancia arduinoRadiación solar globalSensor de bajo costoLúpuloSensor BH1750FVIArduino.Sensor arduino luminanceSensor BH1750FVIGlobal solar radiationLow costHopArduino.The aim of this work was to evaluate the performance of illuminance sensor BH1750FVI measuring the global solar radiation, using a microcontroller NodeMCU ESP8266; measurements from this sensor were compared and related to measurements from a reference meteorological station for comparison. For the estimation of solar global irradiance, the angular coefficient was 0.2201 and the residual was r = 0.726. For validation, values ​​of MBE, MBE%, RMSE and RMSE% were, respectively, -72.9 W/m², -23.86%, 164.3W/m² and 53.77%. For global (integrated) solar irradiation, the BH1750FVI sensor presented a coefficient of 0.22884 and residual r = 0.899; the validation values ​​MBE, MBE%, RMSE and RMSE% were, respectively -0.017 MJ/m², -0.13 %, 0.55 MJ/m² and 4.31%.El objetivo deste trabajo fue evaluar el desempeño del sensor de iluminancia BH1750FVI para medir la radiación solar global, utilizando un microcontrolador NodeMCU ESP8266; las mediciones de este sensor se compararon y relacionaron con las mediciones de una estación meteorológica de referencia para su comparación. En la estimación de la irradiancia solar global, la coeficiente angular de estimativa  fue 0.2201 y el residual fue r = 0.726. En la validación del modelo, los valores de MBE, MBE%, RMSE y RMSE% fueron, respectivamente, -72,9 W / m², -23,86%, 164,3 W / m² y 53,77%. Al estimar la irradiación solar global (integrada), el sensor BH1750FVI presentó un coeficiente de 0.22884 y un r residual = 0.899; los valores de validación MBE, MBE%, RMSE y RMSE% fueron, respectivamente, -0,017 MJ / m², -0,13%, 0,55 MJ / m² y 4,31%.O objetivo deste trabalho foi avaliar o desempenho do sensor de iluminância BH1750FVI para se realizar a medida da radiação solar global, utilizando um microcontrolador NodeMCU ESP8266; medidas deste sensor foram comparadas e relacionadas com medidas de uma estação meteorológica referência para comparação. Na estimativa da irradiância solar global o coeficiente angular de estimativa foi 0,2201 e o resíduo foi de r = 0,726. Na validação do modelo os valores de MBE, MBE%, RMSE e RMSE% foram, respectivamente, -72,9 W/m², -23,86 %, 164,3W/m² e 53,77 %. Na estimativa da irradiação solar global (integrada) o sensor BH1750FVI apresentou um coeficiente de 0,22884 e resíduo r = 0,899; os valores da validação MBE, MBE%, RMSE e RMSE% foram, respectivamente -0,017 MJ/m², -0,13 %,0,55 MJ/m² e 4,31 %.Research, Society and Development2021-10-30info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://rsdjournal.org/index.php/rsd/article/view/2177910.33448/rsd-v10i14.21779Research, Society and Development; Vol. 10 No. 14; e170101421779Research, Society and Development; Vol. 10 Núm. 14; e170101421779Research, Society and Development; v. 10 n. 14; e1701014217792525-3409reponame:Research, Society and Developmentinstname:Universidade Federal de Itajubá (UNIFEI)instacron:UNIFEIporhttps://rsdjournal.org/index.php/rsd/article/view/21779/19465Copyright (c) 2021 Vinicius Brasil Silveira; Alexandre Dal Pai; Enzo Dal Paihttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessSilveira, Vinicius Brasil Dal Pai, Alexandre Dal Pai, Enzo2021-12-04T11:48:39Zoai:ojs.pkp.sfu.ca:article/21779Revistahttps://rsdjournal.org/index.php/rsd/indexPUBhttps://rsdjournal.org/index.php/rsd/oairsd.articles@gmail.com2525-34092525-3409opendoar:2024-01-17T09:41:07.553671Research, Society and Development - Universidade Federal de Itajubá (UNIFEI)false
dc.title.none.fl_str_mv Performance evaluation of the BH1750FVI sensor (low cost) in the measurement of global solar radiation
Evaluación de desempeño del sensor BH1750FVI (bajo custo) en la medida de radiación solar global
Avaliação de desempenho do sensor BH1750FVI (baixo custo) na medida da radiação solar global
title Performance evaluation of the BH1750FVI sensor (low cost) in the measurement of global solar radiation
spellingShingle Performance evaluation of the BH1750FVI sensor (low cost) in the measurement of global solar radiation
Silveira, Vinicius Brasil
Sensor arduino luminância
Sensor BH1750FVI
Radiação solar global
Sensor de baixo custo
Lúpulo
Arduino.
Sensor de luminancia arduino
Radiación solar global
Sensor de bajo costo
Lúpulo
Sensor BH1750FVI
Arduino.
Sensor arduino luminance
Sensor BH1750FVI
Global solar radiation
Low cost
Hop
Arduino.
title_short Performance evaluation of the BH1750FVI sensor (low cost) in the measurement of global solar radiation
title_full Performance evaluation of the BH1750FVI sensor (low cost) in the measurement of global solar radiation
title_fullStr Performance evaluation of the BH1750FVI sensor (low cost) in the measurement of global solar radiation
title_full_unstemmed Performance evaluation of the BH1750FVI sensor (low cost) in the measurement of global solar radiation
title_sort Performance evaluation of the BH1750FVI sensor (low cost) in the measurement of global solar radiation
author Silveira, Vinicius Brasil
author_facet Silveira, Vinicius Brasil
Dal Pai, Alexandre
Dal Pai, Enzo
author_role author
author2 Dal Pai, Alexandre
Dal Pai, Enzo
author2_role author
author
dc.contributor.author.fl_str_mv Silveira, Vinicius Brasil
Dal Pai, Alexandre
Dal Pai, Enzo
dc.subject.por.fl_str_mv Sensor arduino luminância
Sensor BH1750FVI
Radiação solar global
Sensor de baixo custo
Lúpulo
Arduino.
Sensor de luminancia arduino
Radiación solar global
Sensor de bajo costo
Lúpulo
Sensor BH1750FVI
Arduino.
Sensor arduino luminance
Sensor BH1750FVI
Global solar radiation
Low cost
Hop
Arduino.
topic Sensor arduino luminância
Sensor BH1750FVI
Radiação solar global
Sensor de baixo custo
Lúpulo
Arduino.
Sensor de luminancia arduino
Radiación solar global
Sensor de bajo costo
Lúpulo
Sensor BH1750FVI
Arduino.
Sensor arduino luminance
Sensor BH1750FVI
Global solar radiation
Low cost
Hop
Arduino.
description The aim of this work was to evaluate the performance of illuminance sensor BH1750FVI measuring the global solar radiation, using a microcontroller NodeMCU ESP8266; measurements from this sensor were compared and related to measurements from a reference meteorological station for comparison. For the estimation of solar global irradiance, the angular coefficient was 0.2201 and the residual was r = 0.726. For validation, values ​​of MBE, MBE%, RMSE and RMSE% were, respectively, -72.9 W/m², -23.86%, 164.3W/m² and 53.77%. For global (integrated) solar irradiation, the BH1750FVI sensor presented a coefficient of 0.22884 and residual r = 0.899; the validation values ​​MBE, MBE%, RMSE and RMSE% were, respectively -0.017 MJ/m², -0.13 %, 0.55 MJ/m² and 4.31%.
publishDate 2021
dc.date.none.fl_str_mv 2021-10-30
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://rsdjournal.org/index.php/rsd/article/view/21779
10.33448/rsd-v10i14.21779
url https://rsdjournal.org/index.php/rsd/article/view/21779
identifier_str_mv 10.33448/rsd-v10i14.21779
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://rsdjournal.org/index.php/rsd/article/view/21779/19465
dc.rights.driver.fl_str_mv Copyright (c) 2021 Vinicius Brasil Silveira; Alexandre Dal Pai; Enzo Dal Pai
https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2021 Vinicius Brasil Silveira; Alexandre Dal Pai; Enzo Dal Pai
https://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Research, Society and Development
publisher.none.fl_str_mv Research, Society and Development
dc.source.none.fl_str_mv Research, Society and Development; Vol. 10 No. 14; e170101421779
Research, Society and Development; Vol. 10 Núm. 14; e170101421779
Research, Society and Development; v. 10 n. 14; e170101421779
2525-3409
reponame:Research, Society and Development
instname:Universidade Federal de Itajubá (UNIFEI)
instacron:UNIFEI
instname_str Universidade Federal de Itajubá (UNIFEI)
instacron_str UNIFEI
institution UNIFEI
reponame_str Research, Society and Development
collection Research, Society and Development
repository.name.fl_str_mv Research, Society and Development - Universidade Federal de Itajubá (UNIFEI)
repository.mail.fl_str_mv rsd.articles@gmail.com
_version_ 1797052693467889664

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