IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v9y2017i7p1234-d104823.html

Methods for Converting Monthly Total Irradiance Data into Hourly Data to Estimate Electric Power Production from Photovoltaic Systems: A Comparative Study

Author

Listed:
  • Jangwon Suh

    (Energy Resources Institute, Pukyong National University, Busan 608-737, Korea)

  • Yosoon Choi

    (Department of Energy Resources Engineering, Pukyong National University, Busan 608-737, Korea)

Abstract

Hourly irradiance values are essential data to reasonably estimate the electric power production (EPP) from a photovoltaic (PV) system. Worldwide monthly irradiance data are available from meteorological observation satellites; however, adequate hourly data are not widely available in developing countries or rural areas where PV systems are needed most. Aiming to supply such data, this study compared three different methods (i.e., sunshine hours mean, the SOLPOS algorithm, and the Duffie and Beckman algorithm) to convert the monthly accumulated irradiance data into hourly irradiance data. The monthly accumulated irradiance data at 11 sites in the United States and Korea, acquired from the National Renewable Energy Laboratory, were converted into hourly irradiance data by employing the three methods. The converted hourly data were entered into the System Advisor Model to estimate the monthly total EPP values (henceforth, EPPs) from the PV systems. Each estimated EPP value was compared with those analyzed from the measured hourly data (regarded as the reference values in this study). After considering the errors between the EPPs estimated from the converted hourly irradiance data and measured using the hourly irradiance data, the simulation results with identical PV capacities indicated that the SOLPOS algorithm was the most appropriate conversion method.

Suggested Citation

  • Jangwon Suh & Yosoon Choi, 2017. "Methods for Converting Monthly Total Irradiance Data into Hourly Data to Estimate Electric Power Production from Photovoltaic Systems: A Comparative Study," Sustainability, MDPI, vol. 9(7), pages 1-19, July.
    • Handle: RePEc:gam:jsusta:v:9:y:2017:i:7:p:1234-:d:104823
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/9/7/1234/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/9/7/1234/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Munawar Iqbal & David T. Llewellyn, 2002. "Introduction," Chapters, in: Munawar Iqbal & David T. Llewellyn (ed.), Islamic Banking and Finance, chapter 1, Edward Elgar Publishing.
    2. Yosoon Choi & Jinyoung Song, 2016. "Sustainable Development of Abandoned Mine Areas Using Renewable Energy Systems: A Case Study of the Photovoltaic Potential Assessment at the Tailings Dam of Abandoned Sangdong Mine, Korea," Sustainability, MDPI, vol. 8(12), pages 1-12, December.
    3. Jangwon Suh & Jeffrey R. S. Brownson, 2016. "Solar Farm Suitability Using Geographic Information System Fuzzy Sets and Analytic Hierarchy Processes: Case Study of Ulleung Island, Korea," Energies, MDPI, vol. 9(8), pages 1-24, August.
    4. Song, Jinyoung & Choi, Yosoon, 2015. "Design of photovoltaic systems to power aerators for natural purification of acid mine drainage," Renewable Energy, Elsevier, vol. 83(C), pages 759-766.
    5. Gueymard, Christian A., 2005. "Importance of atmospheric turbidity and associated uncertainties in solar radiation and luminous efficacy modelling," Energy, Elsevier, vol. 30(9), pages 1603-1621.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Jangwon Suh & Yonghae Jang & Yosoon Choi, 2019. "Comparison of Electric Power Output Observed and Estimated from Floating Photovoltaic Systems: A Case Study on the Hapcheon Dam, Korea," Sustainability, MDPI, vol. 12(1), pages 1-14, December.
    2. Shih‐Chieh Liao & Shih‐Chieh Chang & Tsung‐Chi Cheng, 2022. "Index‐based renewable energy insurance for Taiwan Solar Photovoltaic Power Plants," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 25(2), pages 145-172, June.

    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. Jangwon Suh & Yonghae Jang & Yosoon Choi, 2019. "Comparison of Electric Power Output Observed and Estimated from Floating Photovoltaic Systems: A Case Study on the Hapcheon Dam, Korea," Sustainability, MDPI, vol. 12(1), pages 1-14, December.
    2. Vivar, M. & H, Sharon & Fuentes, M., 2024. "Photovoltaic system adoption in water related technologies – A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 189(PB).
    3. Finn, Thomas & McKenzie, Paul, 2020. "A high-resolution suitability index for solar farm location in complex landscapes," Renewable Energy, Elsevier, vol. 158(C), pages 520-533.
    4. Rômulo de Oliveira Azevêdo & Paulo Rotela Junior & Luiz Célio Souza Rocha & Gianfranco Chicco & Giancarlo Aquila & Rogério Santana Peruchi, 2020. "Identification and Analysis of Impact Factors on the Economic Feasibility of Photovoltaic Energy Investments," Sustainability, MDPI, vol. 12(17), pages 1-40, September.
    5. Anjorin O.F. & Utah E.U & Likita M.S, 2014. "Estimation of Hourly Photo synthetically- Active Radiation (PAR) From Hourly Global Solar Radiation (GSR) In Jos, Nigeria," Asian Review of Environmental and Earth Sciences, Asian Online Journal Publishing Group, vol. 1(2), pages 43-50.
    6. Hanbin Liu & Yujing Yang & Wenting Jiao & Shaobin Wang & Fangqin Cheng, 2022. "A New Assessment Method for the Redevelopment of Closed Coal Mine—A Case Study in Shanxi Province in China," Sustainability, MDPI, vol. 14(15), pages 1-19, August.
    7. Sun, Xixi & Bright, Jamie M. & Gueymard, Christian A. & Bai, Xinyu & Acord, Brendan & Wang, Peng, 2021. "Worldwide performance assessment of 95 direct and diffuse clear-sky irradiance models using principal component analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
    8. Mokhinabonu Mardonova & Yosoon Choi, 2019. "Assessment of Photovoltaic Potential of Mining Sites in Uzbekistan," Sustainability, MDPI, vol. 11(10), pages 1-13, May.
    9. Jinyoung Song & Yosoon Choi, 2016. "Analysis of the Potential for Use of Floating Photovoltaic Systems on Mine Pit Lakes: Case Study at the Ssangyong Open-Pit Limestone Mine in Korea," Energies, MDPI, vol. 9(2), pages 1-13, February.
    10. Seker, Sukran & Kahraman, Cengiz, 2021. "Socio-economic evaluation model for sustainable solar PV panels using a novel integrated MCDM methodology: A case in Turkey," Socio-Economic Planning Sciences, Elsevier, vol. 77(C).
    11. María José Suárez López & Antonio José Gutiérrez Trashorras & Jorge Luis Parrondo Gayo & Eduardo Blanco Marigorta, 2018. "Analysis of an Attached Sunspace with a Thermal Inertia Floor," Energies, MDPI, vol. 11(5), pages 1-14, May.
    12. Alonso, J. & Batlles, F.J., 2014. "Short and medium-term cloudiness forecasting using remote sensing techniques and sky camera imagery," Energy, Elsevier, vol. 73(C), pages 890-897.
    13. Choi, Yosoon & Song, Jinyoung, 2017. "Review of photovoltaic and wind power systems utilized in the mining industry," Renewable and Sustainable Energy Reviews, Elsevier, vol. 75(C), pages 1386-1391.
    14. Seong-Il Park & Taek-Hyoung Ryu & Ick-Chang Choi & Jung-Sup Um, 2019. "Evaluating the Operational Potential of LRV Signatures Derived from UAV Imagery in Performance Evaluation of Cool Roofs," Energies, MDPI, vol. 12(14), pages 1-14, July.
    15. Wang, Lunche & Salazar, Germán Ariel & Gong, Wei & Peng, Simao & Zou, Ling & Lin, Aiwen, 2015. "An improved method for estimating the Ångström turbidity coefficient β in Central China during 1961–2010," Energy, Elsevier, vol. 81(C), pages 67-73.
    16. Taehong Sung & Sang Youl Yoon & Kyung Chun Kim, 2015. "A Mathematical Model of Hourly Solar Radiation in Varying Weather Conditions for a Dynamic Simulation of the Solar Organic Rankine Cycle," Energies, MDPI, vol. 8(7), pages 1-12, July.
    17. Adnan Rasheed & Jong Won Lee & Hyun Woo Lee, 2018. "Development and Optimization of a Building Energy Simulation Model to Study the Effect of Greenhouse Design Parameters," Energies, MDPI, vol. 11(8), pages 1-19, August.
    18. Imad Hassan & Ibrahim Alhamrouni & Nurul Hanis Azhan, 2023. "A CRITIC–TOPSIS Multi-Criteria Decision-Making Approach for Optimum Site Selection for Solar PV Farm," Energies, MDPI, vol. 16(10), pages 1-26, May.
    19. Hassan Zohair Hassan, 2014. "Performance Evaluation of a Continuous Operation Adsorption Chiller Powered by Solar Energy Using Silica Gel and Water as the Working Pair," Energies, MDPI, vol. 7(10), pages 1-19, October.
    20. Escrig, H. & Batlles, F.J. & Alonso, J. & Baena, F.M. & Bosch, J.L. & Salbidegoitia, I.B. & Burgaleta, J.I., 2013. "Cloud detection, classification and motion estimation using geostationary satellite imagery for cloud cover forecast," Energy, Elsevier, vol. 55(C), pages 853-859.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    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:gam:jsusta:v:9:y:2017:i:7:p:1234-:d:104823. 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: MDPI Indexing Manager The email address of this maintainer does not seem to be valid anymore. Please ask MDPI Indexing Manager to update the entry or send us the correct address (email available below). General contact details of provider: https://www.mdpi.com .

    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.