A comparison between the application of empirical and ANN methods for estimation of daily global solar radiation in Iran
Sign Up to like & getrecommendations! Published in 2018 at "Theoretical and Applied Climatology"
DOI: 10.1007/s00704-018-2666-3
Abstract: The present study generally aims to provide a comparison between the performance and suitability of different types of models for estimation of daily global solar radiation in Iran, based on duration of sunshine hours and… read more here.
Keywords: global solar; daily global; solar radiation; estimation daily ... See more keywords
Predicting net radiation in naturally ventilated greenhouses based on outside global solar radiation for reference evapotranspiration estimation
Sign Up to like & getrecommendations! Published in 2021 at "Agricultural Water Management"
DOI: 10.1016/j.agwat.2021.107102
Abstract: Abstract A reliable prediction of net radiation (Rn) inside naturally ventilated greenhouses is critical for accurate evapotranspiration evaluation and thus for water saving, considering that previous studies have indicated that evapotranspiration in such relatively decoupled… read more here.
Keywords: radiation; global solar; solar radiation; evapotranspiration ... See more keywords
Variability analysis of the reconstructed daily global solar radiation under all-sky and cloud-free conditions in Madrid during the period 1887–1950
Sign Up to like & getrecommendations! Published in 2017 at "Atmospheric Research"
DOI: 10.1016/j.atmosres.2017.03.013
Abstract: Abstract This study focuses on the analysis of the daily global solar radiation (GSR) reconstructed from sunshine duration measurements at Madrid (Spain) from 1887 to 1950. Additionally, cloud cover information recorded simultaneously by human observations… read more here.
Keywords: cloud free; global solar; daily global; solar radiation ... See more keywords
National-scale development and calibration of empirical models for predicting daily global solar radiation in China
Sign Up to like & getrecommendations! Published in 2020 at "Energy Conversion and Management"
DOI: 10.1016/j.enconman.2019.112236
Abstract: Abstract Accurate global solar radiation (Rs) information is pivotal to the design and management of solar energy systems. Nevertheless, the expensive devices for Rs measurements make Rs data always unavailable in many regions around the… read more here.
Keywords: global solar; solar radiation; calibration; national scale ... See more keywords
Performance of the Angstrom-Prescott Model (A-P) and SVM and ANN techniques to estimate daily global solar irradiation in Botucatu/SP/Brazil
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Atmospheric and Solar-Terrestrial Physics"
DOI: 10.1016/j.jastp.2017.04.001
Abstract: Abstract This study describes the comparative study of different methods for estimating daily global solar irradiation ( H ): Angstrom-Prescott (A-P) model and two Machine Learning techniques (ML) – Support Vector Machine (SVM) and Artificial… read more here.
Keywords: global solar; angstrom prescott; daily global; prescott model ... See more keywords
Estimating daily global solar radiation by day of the year in six cities located in the Yucatán Peninsula, Mexico
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Cleaner Production"
DOI: 10.1016/j.jclepro.2016.09.062
Abstract: Prediction of daily global solar radiation by using day of the year is particularly attractive because this parameter is not dependent on the input of meteorological parameters. In this study, four existing day of the… read more here.
Keywords: day year; global solar; daily global; solar radiation ... See more keywords
A prediction models for estimating global solar radiation and evaluation meteorological effect on solar radiation potential under several weather conditions at the surface of Adrar environment
Sign Up to like & getrecommendations! Published in 2020 at "Measurement"
DOI: 10.1016/j.measurement.2019.107348
Abstract: Abstract Under weather conditions, the relationship between solar radiation and climatology of desert region is identified. Six models of global solar radiation are selected and studied during period of four years. This paper is based… read more here.
Keywords: weather conditions; global solar; solar radiation; prediction models ... See more keywords
Estimation of daily global solar radiation based on MODIS satellite measurements: The case study of Adrar region (Algeria)
Sign Up to like & getrecommendations! Published in 2021 at "Measurement"
DOI: 10.1016/j.measurement.2021.109802
Abstract: Abstract In solar energy studies, solar irradiance data at a given site are a fundamental input for reliably predicting performance behavior and the potential of solar applications. Unfortunately, this parameter is not measured in many… read more here.
Keywords: satellite; solar irradiance; solar; global solar ... See more keywords
A support vector machine approach to estimate global solar radiation with the influence of fog and haze
Sign Up to like & getrecommendations! Published in 2018 at "Renewable Energy"
DOI: 10.1016/j.renene.2018.05.069
Abstract: In recent years, fog and haze occurred frequently, due to energy crisis and environmental pollution. Fog and haze have significant scattering-weakening effect on solar radiation, resulting in a severe weaken to solar radiation received on… read more here.
Keywords: support vector; global solar; solar radiation; fog haze ... See more keywords
Estimation of global solar radiation for the tropical wet climatic region of India: A theory of experimentation approach
Sign Up to like & getrecommendations! Published in 2020 at "Renewable Energy"
DOI: 10.1016/j.renene.2019.08.054
Abstract: Abstract The primary objective of the present work is to introduce a new method, i.e., Theory of Experimentation for prediction of monthly average global solar radiation. Meteorological data for 15 years is accessed considering six… read more here.
Keywords: solar radiation; model; global solar; theory experimentation ... See more keywords
Models for forecasting monthly mean daily global solar radiation from in-situ measurements: Application in Tropical Climate, India
Sign Up to like & getrecommendations! Published in 2017 at "urban climate"
DOI: 10.1016/j.uclim.2017.11.004
Abstract: Abstract Radiation availability varies with reference to the geometrical location. It is necessary to develop the models to predict the daily global solar radiation (GSR) for the locations where there is a huge potential of… read more here.
Keywords: global solar; daily global; solar radiation; model ... See more keywords