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Generation of Horizontal Global Irradiance using the Cloud Cover and Sunshine Duration According to the Solar Altitude

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주제분류기타공학

초록

This study compares cloud radiation model (CRM) and sunshine fraction radiation model (SFRM) according to the solar altitude using hourly sunshine duration (SD) and cloud cover (CC) data. Solar irradiance measurements are not easy for the expensive measuring equipment and precise measuring technology. The two models with the site fitting and South Korea coefficients have been analyzed for fourteen cities of South Korea during the period (1986-2015) and evaluated using the root mean square error (RMSE) and the mean bias error (MBE). From the comparison of the results, it is found that the SFRM with the site fitting coefficients could be the best method for fourteen locations. It may be concluded that the SFRM models of South Korea coefficients generated in this study may be used reasonably well for calculating the hourly horizontal global irradiance (HGI) at any other location of South Korea.

Abstract

This study compares cloud radiation model (CRM) and sunshine fraction radiation model (SFRM) according to the solar altitude using hourly sunshine duration (SD) and cloud cover (CC) data. Solar irradiance measurements are not easy for the expensive measuring equipment and precise measuring technology. The two models with the site fitting and South Korea coefficients have been analyzed for fourteen cities of South Korea during the period (1986-2015) and evaluated using the root mean square error (RMSE) and the mean bias error (MBE). From the comparison of the results, it is found that the SFRM with the site fitting coefficients could be the best method for fourteen locations. It may be concluded that the SFRM models of South Korea coefficients generated in this study may be used reasonably well for calculating the hourly horizontal global irradiance (HGI) at any other location of South Korea.

참고문헌 (9)

  1. 조덕기, "국내 운량과 일조시간에 의한 태양광에너지 예측에 관한 연구", 한국태양에너지학회 논문집, 32(2), pp.29~34 (2012), 한국태양에너지학회[DOI]
  2. Lee, K., "Control and Estimation Hourly Solar Irradiation on Inclined Surfaces in South Korea", Renewable Energy, 57(9), pp.190~199 (2013)
  3. Muneer, T., "Quality Control of Solar Radiation and Sunshine Measurements-Lessons Learnt From Processing Worldwide Databases", Building Services Engineering Research and Technology, 23(3), pp.151~166 (2002)
  4. Younes, S., "Quality Control of Solar Radiation Data : Present status and proposed new approaches", Energy, 30(9), pp.1533~1549 (2005)
  5. Amgström, "Solar and Terrestrial Radiation", Quarterly Journal of Royal Meteorological Society, 50, pp.21~125 (1924)
  6. Ogelman, H., "A New Method for Estimating Solar Radiation From Bright Sunshine Data", Solar Energy, 33(6), pp.612~625 (1984)
  7. Kasfourteen, F., "Solar and Terrestrial Radiation Dependent on the Amount and Type of Cloud", Solar Energy, 24(2), pp.177~189 (1980)
  8. Younes, S., "Improvements in Solar Radiation Models Based on Cloud Data", Building Serv. Eng. Res. Technol, 27(1), pp.41~54 (2006)
  9. Lee, K., "Generation of Typical Weather Data using the ISO Test Reference Year(TRY)method for major cities of South Korea", Building and Environment, 45(4), pp.956~963 (2010)

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