Performance evaluation of the BH1750FVI sensor (low cost) in the measurement of global solar radiation
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Data de Publicação: | 2021 |
Outros Autores: | , |
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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Research, Society and Development |
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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 |
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1797052693467889664 |