2014
DOI: 10.1002/er.3161
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A review on classification and comparison of different models in solar radiation estimation

Abstract: SUMMARYThis paper introduces a new classification scheme for the solar radiation estimation techniques based on three categories: empirical models (based on statistical regression techniques), simulated models (based on training), and optimized models (based on optimization algorithms). For the optimized model category, a novelty bees algorithm estimation based on a linear empirical model is developed. Eight different methods from three classes have been tested on three sample geographic positions of Iran in o… Show more

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Cited by 19 publications
(5 citation statements)
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References 63 publications
(89 reference statements)
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“…Accordingly, they provided a simpler approach with improved results compared with those of the classical models. Tolabi et al used empirical, simulation, and optimization methodologies leading to a new classification scheme for the solar radiation estimation. The seasonal periodicities are also taken into consideration by some other researchers using further improved models …”
Section: Solar Energymentioning
confidence: 99%
“…Accordingly, they provided a simpler approach with improved results compared with those of the classical models. Tolabi et al used empirical, simulation, and optimization methodologies leading to a new classification scheme for the solar radiation estimation. The seasonal periodicities are also taken into consideration by some other researchers using further improved models …”
Section: Solar Energymentioning
confidence: 99%
“…Here, it is defined as the regional radiation constant Nr for the horizontal roof. Then, formula (21) can be expressed as: The heating loss index qH of buildings is a fixed value in a specific region. Hence, the value of Nr/qH must be a constant.…”
Section: Relationship Between Solar Heating Potential Of Roof and Heamentioning
confidence: 99%
“…S ßen (2007) provided a non-restrictive and non-linear relationship between sunshine duration and solar irradiation. Additionally, Tolabi et al (2014) in their study represented a new classification scheme for the solar radiation estimation techniques based on three categories: empirical models, simulated models and optimized models.…”
Section: Introductionmentioning
confidence: 99%