Dust detection in solar panel using image processing techniques: A review

Detalhes bibliográficos
Autor(a) principal: Dantas, Gabriel Moura
Data de Publicação: 2020
Outros Autores: Mendes, Odilon Linhares Carvalho, Maia, Saulo Macêdo, de Alexandria, Auzuir Ripardo
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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spelling 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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