A hybrid computational approach to estimate solar global radiation: An empirical evidence from Iran

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@Article{Mostafavi:2013:Energy,
  author =       "Elham Sadat Mostafavi and Sara Saeidi Ramiyani and 
                 Rahim Sarvar and Hashem Izadi Moud and 
                 Seyyed Mohammad Mousavi",
  title =        "A hybrid computational approach to estimate solar
                 global radiation: An empirical evidence from Iran",
  journal =      "Energy",
  volume =       "49",
  month =        "1 " # jan,
  pages =        "204--210",
  year =         "2013",
  keywords =     "genetic algorithms, genetic programming, Solar global
                 radiation, Hybrid method, Simulated annealing,
                 Prediction",
  ISSN =         "0360-5442",
  DOI =          "doi:10.1016/j.energy.2012.11.023",
  URL =          "http://www.sciencedirect.com/science/article/pii/S0360544212008845",
  abstract =     "This paper presents an innovative hybrid approach for
                 the estimation of the solar global radiation. New
                 prediction equations were developed for the global
                 radiation using an integrated search method of genetic
                 programming (GP) and simulated annealing (SA), called
                 GP/SA. The solar radiation was formulated in terms of
                 several climatological and meteorological parameters.
                 Comprehensive databases containing monthly data
                 collected for 6 years in two cities of Iran were used
                 to develop GP/SA-based models. Separate models were
                 established for each city. The generalisation of the
                 models was verified using a separate testing database.
                 A sensitivity analysis was conducted to investigate the
                 contribution of the parameters affecting the solar
                 radiation. The derived models make accurate predictions
                 of the solar global radiation and notably outperform
                 the existing models.",
}

Genetic Programming entries for Elham Sadat Mostafavi Sara Saeidi Ramiyani Rahim Sarvar Hashem Izadi Moud Seyyed Mohammad Mousavi

Citations