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Characterization of insolation data for use in photovoltaic system analysis models

Author

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  • Rahman, S.
  • Khallat, M.A.
  • Salameh, Z.M.

Abstract

A statistical technique to characterize insolation data for use in photovoltaic (PV) systems is presented. We start by examining the frequency distribution of long-term insolation data. The histogram is generated for observed insolation for a particular hour over a month for a number of years. It is fitted to three distributions (Weibull, β and log normal). Four goodness-of-fit criteria are employed in checking the best fit. These are Chi-square, Kolmogorov-Smirnov, Cramer-Von Mises-Smirnov, and log-likelihood. SOLMET data from Sterling, Va, Raleigh-Durham, N.C. and Miami, Fla are analyzed. It is found that the β distribution fits the long-term hourly global horizontal insolation data best for these three southeastern U.S. locations.

Suggested Citation

  • Rahman, S. & Khallat, M.A. & Salameh, Z.M., 1988. "Characterization of insolation data for use in photovoltaic system analysis models," Energy, Elsevier, vol. 13(1), pages 63-72.
    • Handle: RePEc:eee:energy:v:13:y:1988:i:1:p:63-72
    DOI: 10.1016/0360-5442(88)90079-5
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    Cited by:

    1. Rehman, Shafiqur & El-Amin, Ibrahim, 2012. "Performance evaluation of an off-grid photovoltaic system in Saudi Arabia," Energy, Elsevier, vol. 46(1), pages 451-458.
    2. Xiaowei Ma & Zhiren Zhang & Hewen Bai & Jing Ren & Song Cheng & Xiaoning Kang, 2022. "A Mid/Long-Term Optimization Model of Power System Considering Cross-Regional Power Trade and Renewable Energy Absorption Interval," Energies, MDPI, vol. 15(10), pages 1-15, May.
    3. Park, K.E. & Kang, G.H. & Kim, H.I. & Yu, G.J. & Kim, J.T., 2010. "Analysis of thermal and electrical performance of semi-transparent photovoltaic (PV) module," Energy, Elsevier, vol. 35(6), pages 2681-2687.
    4. Tiwari, G.N. & Mishra, R.K. & Solanki, S.C., 2011. "Photovoltaic modules and their applications: A review on thermal modelling," Applied Energy, Elsevier, vol. 88(7), pages 2287-2304, July.
    5. Cuviella-Suárez, Carlos & Colmenar-Santos, Antonio & Castro-Gil, Manuel, 2012. "Tri-generation system to couple production to demand in a combined cycle," Energy, Elsevier, vol. 40(1), pages 271-290.
    6. Sulaiman, M.Yusof & Hlaing Oo, W.M & Abd Wahab, Mahdi & Zakaria, Azmi, 1999. "Application of beta distribution model to Malaysian sunshine data," Renewable Energy, Elsevier, vol. 18(4), pages 573-579.

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