Dust detection in solar panel using image processing techniques: A review
Autor(a) principal: | |
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Data de Publicação: | 2020 |
Outros Autores: | , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Research, Society and Development |
Texto Completo: | https://rsdjournal.org/index.php/rsd/article/view/5107 |
Resumo: | The performance of a photovoltaic panel is affected by its orientation and angular inclination with the horizontal plane. This occurs because these two parameters alter the amount of solar energy received by the surface of the photovoltaic panel. There are also environmental factors that affect energy production, one example is the dust. Dust particles accumulated on the surface of the panel reduce the arrival of light to the solar modules, reducing the amount of generated energy. The cleaning or mitigation of the modules is important and, to optimize these processes, constant monitoring and evaluation must be carried out. In order to increase the efficiency of photovoltaic panels, the use of image processing methods can be considered for the detection of dust. Therefore, the creation of a document that gathers and analyzes the results of different works developed to solve this problem facilitates access to information, allowing a better understanding of what has already been done and how it can be improved. The objective of this article is to review researches that uses image processing techniques to detect dust on solar panels, in order to compile information to assist research in the area and provide inspiration for future studies. |
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Dust detection in solar panel using image processing techniques: A reviewDetección de polvo en el panel solar utilizando técnicas de procesamiento por imágenes: Una revisiónDetecção de poeira em painel solar usando técnicas de processamento de imagem: Uma revisãoImage processingDust detectionPhotovoltaic panel.Procesamiento de imágenesDetección de polvoPanel fotovoltaico.Processamento de imagemDetecção de poeiraPainel Fotovoltaico.The performance of a photovoltaic panel is affected by its orientation and angular inclination with the horizontal plane. This occurs because these two parameters alter the amount of solar energy received by the surface of the photovoltaic panel. There are also environmental factors that affect energy production, one example is the dust. Dust particles accumulated on the surface of the panel reduce the arrival of light to the solar modules, reducing the amount of generated energy. The cleaning or mitigation of the modules is important and, to optimize these processes, constant monitoring and evaluation must be carried out. In order to increase the efficiency of photovoltaic panels, the use of image processing methods can be considered for the detection of dust. Therefore, the creation of a document that gathers and analyzes the results of different works developed to solve this problem facilitates access to information, allowing a better understanding of what has already been done and how it can be improved. The objective of this article is to review researches that uses image processing techniques to detect dust on solar panels, in order to compile information to assist research in the area and provide inspiration for future studies.El rendimiento de un panel fotovoltaico se ve afectado por su orientación y inclinación angular con el plano horizontal. Esto ocurre porque estos dos parámetros alteran la cantidad de energía solar recibida por la superficie del panel fotovoltaico. También hay factores ambientales que afectan la producción de energía, un ejemplo es el polvo. Las partículas de polvo acumuladas en la superficie del panel reducen la llegada de luz a los módulos solares, reduciendo la cantidad de energía generada. La limpieza o mitigación de los módulos es importante y, para optimizar estos procesos, se debe llevar a cabo un monitoreo y evaluación constantes. Para aumentar la eficiencia de los paneles fotovoltaicos, se puede considerar el uso de métodos de procesamiento de imágenes para la detección de polvo. Por lo tanto, la creación de un documento que reúna y analice los resultados de diferentes trabajos desarrollados para resolver este problema facilita el acceso a la información, permitiendo una mejor comprensión de lo que ya se ha hecho y cómo se puede mejorar. El objetivo de este artículo es revisar las investigaciones que utilizan técnicas de procesamiento de imágenes para detectar el polvo en los paneles solares, con el fin de recopilar información para ayudar a la investigación en el área y proporcionar inspiración para futuros estudios.O desempenho de um painel fotovoltaico é afetado por sua orientação e inclinação angular com o plano horizontal. Isso ocorre porque esses dois parâmetros alteram a quantidade de energia solar recebida pela superfície do painel fotovoltaico. Existem também fatores ambientais que afetam a produção de energia, um exemplo é a poeira. Partículas de poeira acumuladas na superfície do painel reduzem a chegada de luz aos módulos solares, reduzindo a quantidade de energia gerada. A limpeza ou mitigação dos módulos é importante e, para otimizar esses processos, monitoramento e avaliação constantes devem ser realizados. Com o intuito de aumentar a eficiência de painéis fotovoltaicos, pode-se considerar a utilização de métodos de processamento de imagem para a detecção de poeira. Sendo assim, a criação de um documento que reúne e analisa os resultados de diferentes trabalhos desenvolvidos para solucionar esse problema facilita o acesso a informação, permitindo um melhor entendimento do que já foi feito e como pode ser melhorado. O objetivo desse artigo é fazer uma revisão sobre pesquisas que utilizam técnicas de processamento de imagens para detecção de poeira em painéis solares, a fim de compilar informações para auxiliar a pesquisa na área e proporcionar inspiração para futuros estudos.Research, Society and Development2020-07-06info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://rsdjournal.org/index.php/rsd/article/view/510710.33448/rsd-v9i8.5107Research, Society and Development; Vol. 9 No. 8; e321985107Research, Society and Development; Vol. 9 Núm. 8; e321985107Research, Society and Development; v. 9 n. 8; e3219851072525-3409reponame:Research, Society and Developmentinstname:Universidade Federal de Itajubá (UNIFEI)instacron:UNIFEIenghttps://rsdjournal.org/index.php/rsd/article/view/5107/4853Copyright (c) 2020 Gabriel Moura Dantas, Odilon Linhares Carvalho Mendes, Saulo Macêdo Maia, Auzuir Ripardo de Alexandriainfo:eu-repo/semantics/openAccessDantas, Gabriel MouraMendes, Odilon Linhares CarvalhoMaia, Saulo Macêdode Alexandria, Auzuir Ripardo2020-08-20T18:00:17Zoai:ojs.pkp.sfu.ca:article/5107Revistahttps://rsdjournal.org/index.php/rsd/indexPUBhttps://rsdjournal.org/index.php/rsd/oairsd.articles@gmail.com2525-34092525-3409opendoar:2024-01-17T09:28:43.489549Research, Society and Development - Universidade Federal de Itajubá (UNIFEI)false |
dc.title.none.fl_str_mv |
Dust detection in solar panel using image processing techniques: A review Detección de polvo en el panel solar utilizando técnicas de procesamiento por imágenes: Una revisión Detecção de poeira em painel solar usando técnicas de processamento de imagem: Uma revisão |
title |
Dust detection in solar panel using image processing techniques: A review |
spellingShingle |
Dust detection in solar panel using image processing techniques: A review Dantas, Gabriel Moura Image processing Dust detection Photovoltaic panel. Procesamiento de imágenes Detección de polvo Panel fotovoltaico. Processamento de imagem Detecção de poeira Painel Fotovoltaico. |
title_short |
Dust detection in solar panel using image processing techniques: A review |
title_full |
Dust detection in solar panel using image processing techniques: A review |
title_fullStr |
Dust detection in solar panel using image processing techniques: A review |
title_full_unstemmed |
Dust detection in solar panel using image processing techniques: A review |
title_sort |
Dust detection in solar panel using image processing techniques: A review |
author |
Dantas, Gabriel Moura |
author_facet |
Dantas, Gabriel Moura Mendes, Odilon Linhares Carvalho Maia, Saulo Macêdo de Alexandria, Auzuir Ripardo |
author_role |
author |
author2 |
Mendes, Odilon Linhares Carvalho Maia, Saulo Macêdo de Alexandria, Auzuir Ripardo |
author2_role |
author author author |
dc.contributor.author.fl_str_mv |
Dantas, Gabriel Moura Mendes, Odilon Linhares Carvalho Maia, Saulo Macêdo de Alexandria, Auzuir Ripardo |
dc.subject.por.fl_str_mv |
Image processing Dust detection Photovoltaic panel. Procesamiento de imágenes Detección de polvo Panel fotovoltaico. Processamento de imagem Detecção de poeira Painel Fotovoltaico. |
topic |
Image processing Dust detection Photovoltaic panel. Procesamiento de imágenes Detección de polvo Panel fotovoltaico. Processamento de imagem Detecção de poeira Painel Fotovoltaico. |
description |
The performance of a photovoltaic panel is affected by its orientation and angular inclination with the horizontal plane. This occurs because these two parameters alter the amount of solar energy received by the surface of the photovoltaic panel. There are also environmental factors that affect energy production, one example is the dust. Dust particles accumulated on the surface of the panel reduce the arrival of light to the solar modules, reducing the amount of generated energy. The cleaning or mitigation of the modules is important and, to optimize these processes, constant monitoring and evaluation must be carried out. In order to increase the efficiency of photovoltaic panels, the use of image processing methods can be considered for the detection of dust. Therefore, the creation of a document that gathers and analyzes the results of different works developed to solve this problem facilitates access to information, allowing a better understanding of what has already been done and how it can be improved. The objective of this article is to review researches that uses image processing techniques to detect dust on solar panels, in order to compile information to assist research in the area and provide inspiration for future studies. |
publishDate |
2020 |
dc.date.none.fl_str_mv |
2020-07-06 |
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/5107 10.33448/rsd-v9i8.5107 |
url |
https://rsdjournal.org/index.php/rsd/article/view/5107 |
identifier_str_mv |
10.33448/rsd-v9i8.5107 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
https://rsdjournal.org/index.php/rsd/article/view/5107/4853 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
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. 9 No. 8; e321985107 Research, Society and Development; Vol. 9 Núm. 8; e321985107 Research, Society and Development; v. 9 n. 8; e321985107 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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1797052815834611712 |