IDEAS home Printed from https://ideas.repec.org/a/eee/renene/v90y2016icp120-135.html
   My bibliography  Save this article

Atmospheric aerosol influence on the Brazilian solar energy assessment: Experiments with different horizontal visibility bases in radiative transfer model

Author

Listed:
  • Costa, Rodrigo Santos
  • Martins, Fernando Ramos
  • Pereira, Enio Bueno

Abstract

The radiative transfer model BRASIL-SR is used by Brazilian Institute for Space Research for the assessment of the solar irradiation in Brazil. The model parameterizes the influence of aerosols in the solar radiation transmittance using climate averages of horizontal visibility, which does not represent the actual atmospheric condition in Brazil, especially during dry season. In clear sky conditions, aerosols are a major source of bias in solar radiation models. Their concentration have large spatial and temporal variability particularly in the Brazilian Midwestern region from April until October, due to forest fires, and in Southeastern region due to pollution from megacities. In this study, meteorological data from METAR comprising the years of 2006, 2007 and 2008 were analyzed to evaluate the seasonal variability of the horizontal visibility in Brazil to better represent the influence of aerosols on the model estimations of surface solar irradiation. New horizontal visibility values was generated to each month simulated, to provide input data to the BRASIL-SR model and site specific ground data were used to validate the model estimates. The global, direct beam and diffuse solar irradiation estimates obtained by making use of the new horizontal visibility data presented an overall lower BIAS and RMSE deviations.

Suggested Citation

  • Costa, Rodrigo Santos & Martins, Fernando Ramos & Pereira, Enio Bueno, 2016. "Atmospheric aerosol influence on the Brazilian solar energy assessment: Experiments with different horizontal visibility bases in radiative transfer model," Renewable Energy, Elsevier, vol. 90(C), pages 120-135.
    • Handle: RePEc:eee:renene:v:90:y:2016:i:c:p:120-135
    DOI: 10.1016/j.renene.2015.12.053
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960148115305577
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.renene.2015.12.053?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Martins, Fernando Ramos & Pereira, Enio Bueno, 2011. "Enhancing information for solar and wind energy technology deployment in Brazil," Energy Policy, Elsevier, vol. 39(7), pages 4378-4390, July.
    2. Martins, F.R. & Pereira, E.B. & Silva, S.A.B. & Abreu, S.L. & Colle, Sergio, 2008. "Solar energy scenarios in Brazil, Part one: Resource assessment," Energy Policy, Elsevier, vol. 36(8), pages 2843-2854, August.
    3. Martins, F.R. & Rüther, R. & Pereira, E.B. & Abreu, S.L., 2008. "Solar energy scenarios in Brazil. Part two: Photovoltaics applications," Energy Policy, Elsevier, vol. 36(8), pages 2855-2867, August.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Martins, F.R. & Abreu, S.L. & Pereira, E.B., 2012. "Scenarios for solar thermal energy applications in Brazil," Energy Policy, Elsevier, vol. 48(C), pages 640-649.
    2. Malagueta, Diego & Szklo, Alexandre & Borba, Bruno Soares Moreira Cesar & Soria, Rafael & Aragão, Raymundo & Schaeffer, Roberto & Dutra, Ricardo, 2013. "Assessing incentive policies for integrating centralized solar power generation in the Brazilian electric power system," Energy Policy, Elsevier, vol. 59(C), pages 198-212.
    3. Lima, Francisco J.L. & Martins, Fernando R. & Pereira, Enio B. & Lorenz, Elke & Heinemann, Detlev, 2016. "Forecast for surface solar irradiance at the Brazilian Northeastern region using NWP model and artificial neural networks," Renewable Energy, Elsevier, vol. 87(P1), pages 807-818.
    4. Malagueta, Diego & Szklo, Alexandre & Soria, Rafael & Dutra, Ricardo & Schaeffer, Roberto & Moreira Cesar Borba, Bruno Soares, 2014. "Potential and impacts of Concentrated Solar Power (CSP) integration in the Brazilian electric power system," Renewable Energy, Elsevier, vol. 68(C), pages 223-235.
    5. Portolan dos Santos, Ísis & Rüther, Ricardo, 2014. "Limitations in solar module azimuth and tilt angles in building integrated photovoltaics at low latitude tropical sites in Brazil," Renewable Energy, Elsevier, vol. 63(C), pages 116-124.
    6. Silva, S.B. & Severino, M.M. & de Oliveira, M.A.G., 2013. "A stand-alone hybrid photovoltaic, fuel cell and battery system: A case study of Tocantins, Brazil," Renewable Energy, Elsevier, vol. 57(C), pages 384-389.
    7. Chen, Hsing Hung & Kang, He-Yau & Lee, Amy H.I., 2010. "Strategic selection of suitable projects for hybrid solar-wind power generation systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(1), pages 413-421, January.
    8. Jean Carlos da Silva Galdino & Marcos Aurélio Vasconcelos Freitas & Neilton Fidelis da Silva & Marcio Giannini Pereira & João Marcelo Dias Ferreira, 2020. "Creating the Path for Sustainability: Inserting Solar PV in São Francisco Transposition Project," Sustainability, MDPI, vol. 12(21), pages 1-27, October.
    9. Wang, Bingqing & Li, Yongping & Huang, Guohe & Gao, Pangpang & Liu, Jing & Wen, Yizhuo, 2023. "Development of an integrated BLSVM-MFA method for analyzing renewable power-generation potential under climate change: A case study of Xiamen," Applied Energy, Elsevier, vol. 337(C).
    10. Marcus Vinícius Coelho Vieira da Costa & Osmar Luiz Ferreira de Carvalho & Alex Gois Orlandi & Issao Hirata & Anesmar Olino de Albuquerque & Felipe Vilarinho e Silva & Renato Fontes Guimarães & Robert, 2021. "Remote Sensing for Monitoring Photovoltaic Solar Plants in Brazil Using Deep Semantic Segmentation," Energies, MDPI, vol. 14(10), pages 1-15, May.
    11. Marques Filho, Edson P. & Oliveira, Amauri P. & Vita, Willian A. & Mesquita, Francisco L.L. & Codato, Georgia & Escobedo, João F. & Cassol, Mariana & França, José Ricardo A., 2016. "Global, diffuse and direct solar radiation at the surface in the city of Rio de Janeiro: Observational characterization and empirical modeling," Renewable Energy, Elsevier, vol. 91(C), pages 64-74.
    12. Naspolini, Helena F. & Rüther, Ricardo, 2012. "Assessing the technical and economic viability of low-cost domestic solar hot water systems (DSHWS) in low-income residential dwellings in Brazil," Renewable Energy, Elsevier, vol. 48(C), pages 92-99.
    13. Corrêa da Silva, Rodrigo & de Marchi Neto, Ismael & Silva Seifert, Stephan, 2016. "Electricity supply security and the future role of renewable energy sources in Brazil," Renewable and Sustainable Energy Reviews, Elsevier, vol. 59(C), pages 328-341.
    14. Garlet, Taís Bisognin & Ribeiro, José Luis Duarte & de Souza Savian, Fernando & Mairesse Siluk, Julio Cezar, 2019. "Paths and barriers to the diffusion of distributed generation of photovoltaic energy in southern Brazil," Renewable and Sustainable Energy Reviews, Elsevier, vol. 111(C), pages 157-169.
    15. Andrade Furtado, Gilton Carlos de & Amarante Mesquita, André Luiz & Morabito, Alessandro & Hendrick, Patrick & Hunt, Julian D., 2020. "Using hydropower waterway locks for energy storage and renewable energies integration," Applied Energy, Elsevier, vol. 275(C).
    16. Silva, Tatiane C. & Pinto, Gabriel M. & de Souza, Túlio A.Z. & Valerio, Victor & Silvério, Naidion M. & Coronado, Christian J.R. & Guardia, Eduardo Crestana, 2020. "Technical and economical evaluation of the photovoltaic system in Brazilian public buildings: A case study for peak and off-peak hours," Energy, Elsevier, vol. 190(C).
    17. Silva, Sergio B. & de Oliveira, Marco A.G. & Severino, Mauro M., 2010. "Economic evaluation and optimization of a photovoltaic-fuel cell-batteries hybrid system for use in the Brazilian Amazon," Energy Policy, Elsevier, vol. 38(11), pages 6713-6723, November.
    18. Lemos, Leonardo F.L. & Starke, Allan R. & Boland, John & Cardemil, José M. & Machado, Rubinei D. & Colle, Sergio, 2017. "Assessment of solar radiation components in Brazil using the BRL model," Renewable Energy, Elsevier, vol. 108(C), pages 569-580.
    19. Sanzana Tabassum & Tanvin Rahman & Ashraf Ul Islam & Sumayya Rahman & Debopriya Roy Dipta & Shidhartho Roy & Naeem Mohammad & Nafiu Nawar & Eklas Hossain, 2021. "Solar Energy in the United States: Development, Challenges and Future Prospects," Energies, MDPI, vol. 14(23), pages 1-65, December.
    20. Frate, Claudio Albuquerque & Brannstrom, Christian, 2017. "Stakeholder subjectivities regarding barriers and drivers to the introduction of utility-scale solar photovoltaic power in Brazil," Energy Policy, Elsevier, vol. 111(C), pages 346-352.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:renene:v:90:y:2016:i:c:p:120-135. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/renewable-energy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.