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
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
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
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
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
Improved accuracy over established temperature-based models of estimating monthly average daily global solar irradiation by using ambient hourly temperature only
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Renewable and Sustainable Energy"
DOI: 10.1063/1.5025474
Abstract: A recently developed temperature-based model for predicting monthly average hourly global horizontal irradiation has been used to estimate monthly average daily global horizontal irradiation. In addition, a modified form of the Hargreaves-Samani model was implemented.… read more here.
Keywords: irradiation; temperature; daily global; monthly average ... See more keywords
Estimation of Daily Ground-Received Global Solar Radiation Using Air Pollutant Data
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Public Health"
DOI: 10.3389/fpubh.2022.860107
Abstract: Ground-received solar radiation is affected by several meteorological and air pollution factors. Previous studies have mainly focused on the effects of meteorological factors on solar radiation, but research on the influence of air pollutants is… read more here.
Keywords: solar radiation; air; daily global; global solar ... See more keywords
Prediction of Horizontal Daily Global Solar Irradiation Using Artificial Neural Networks (ANNs) in the Castile and León Region, Spain
Sign Up to like & getrecommendations! Published in 2020 at "Agronomy"
DOI: 10.3390/agronomy10010096
Abstract: This article evaluates horizontal daily global solar irradiation predictive modelling using artificial neural networks (ANNs) for its application in agricultural sciences and technologies. An eight year data series (i.e., training networks period between 2004–2010, with… read more here.
Keywords: horizontal daily; irradiation; global solar; daily global ... See more keywords
Estimating Daily Global Solar Radiation with No Meteorological Data in Poland
Sign Up to like & getrecommendations! Published in 2020 at "Applied Sciences"
DOI: 10.3390/app10030778
Abstract: The aim of the study was to calibrate coefficients and evaluate performance of simple, day-of-the-year, global solar radiation (H) models nominated from the literature. Day-of-the-year models enable estimation of global solar radiation when no meteorological… read more here.
Keywords: global solar; radiation meteorological; daily global; solar radiation ... See more keywords