Next generation prediction model for daily solar radiation on horizontal surface using a hybrid neural network and simulated annealing method
Sign Up to like & getrecommendations! Published in 2017 at "Energy Conversion and Management"
DOI: 10.1016/j.enconman.2017.09.040
Abstract: Abstract Accurate prediction of solar radiation is essential for optimal design of solar systems. This paper presents an innovative artificial intelligence approach for the determination of the daily solar radiation. A new nonlinear model was… read more here.
Keywords: horizontal surface; solar radiation; daily solar; method ... See more keywords
A Dirichlet-multinomial mixture model-based approach for daily solar radiation classification
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DOI: 10.1016/j.solener.2018.06.059
Abstract: Abstract A challenging problem in the classification of daily solar radiation is the selection of the appropriate model complexity and size that best describe the data. This paper introduces a new nonparametric Bayesian method for… read more here.
Keywords: classification; dirichlet; solar radiation; daily solar ... See more keywords
Adapting estimation methods of daily solar radiation for crop modelling applications in Canada
Sign Up to like & getrecommendations! Published in 2019 at "Canadian Journal of Soil Science"
DOI: 10.1139/cjss-2019-0018
Abstract: Abstract: Estimating daily solar radiation from common meteorological variables plays an important role in agricultural applications, such as driving crop growth models. Relatively simple and accurate estimation methods, which use only daily air temperature together… read more here.
Keywords: estimation methods; solar radiation; daily solar; crop ... See more keywords