[HTML][HTML] The national solar radiation data base (NSRDB)

M Sengupta, Y Xie, A Lopez, A Habte… - … and sustainable energy …, 2018 - Elsevier
Abstract The National Solar Radiation Data Base (NSRDB), consisting of solar radiation and
meteorological data over the United States and regions of the surrounding countries, is a …

Evaluation and development of empirical models for estimating daily and monthly mean daily diffuse horizontal solar radiation for different climatic regions of China

J Fan, L Wu, F Zhang, H Cai, X Ma, H Bai - Renewable and Sustainable …, 2019 - Elsevier
The diffuse solar radiation is required for estimating global solar radiation on inclined
surface or for estimating beam solar radiation for concentrating photovoltaic applications. In …

Hybrid support vector machines with heuristic algorithms for prediction of daily diffuse solar radiation in air-polluted regions

J Fan, L Wu, X Ma, H Zhou, F Zhang - Renewable Energy, 2020 - Elsevier
Increasing air pollutants significantly affect the proportion of diffuse (R d) to global (R s) solar
radiation. This study proposed three new hybrid support vector machines (SVM) with particle …

Estimation of daily global solar radiation using deep learning model

K Kaba, M Sarıgül, M Avcı, HM Kandırmaz - Energy, 2018 - Elsevier
Solar radiation (SR) is an important data for various applications such as climate, energy
and engineering. Because of this, determination and estimation of temporal and spatial …

Worldwide performance assessment of 75 global clear-sky irradiance models using principal component analysis

X Sun, JM Bright, CA Gueymard, B Acord… - … and Sustainable Energy …, 2019 - Elsevier
This study evaluates the performance of 75 clear-sky global irradiance models against 75
ground stations worldwide covering five major Köppen-Geiger climate classifications and …

Predicting daily diffuse horizontal solar radiation in various climatic regions of China using support vector machine and tree-based soft computing models with local …

J Fan, X Wang, F Zhang, X Ma, L Wu - Journal of Cleaner Production, 2020 - Elsevier
Abstract Knowledge of diffuse horizontal solar radiation (R d) on horizontal surfaces is a
prerequisite for the design and optimization of active and passive solar energy systems such …

Worldwide performance assessment of 95 direct and diffuse clear-sky irradiance models using principal component analysis

X Sun, JM Bright, CA Gueymard, X Bai, B Acord… - … and Sustainable Energy …, 2021 - Elsevier
Accurate estimations of clear-sky direct normal irradiance (DNIcs) and diffuse horizontal
irradiance (DIFcs) are crucial in solar resources assessment. This study examines 95 and 88 …

Near-real-time estimation of global horizontal irradiance from Himawari-8 satellite data

Y Tan, Q Wang, Z Zhang - Renewable Energy, 2023 - Elsevier
Accurate estimation of global horizontal irradiance (GHI) is not only an essential requirement
of setting up a photoelectric power generation system but also critical information for …

A new empirical model for forecasting the diffuse solar radiation over Sahara in the Algerian Big South

N Bailek, K Bouchouicha, Z Al-Mostafa, M El-Shimy… - Renewable Energy, 2018 - Elsevier
Accurate estimation of diffuse solar radiation (DSR) is among the critical concerns in
successful solar energy projects. This paper presents a systematic approach for DSR …

Comparison between MRM simulations, CAMS and PVGIS databases with measured solar radiation components at the Methoni station, Greece

BE Psiloglou, HD Kambezidis, DG Kaskaoutis… - Renewable energy, 2020 - Elsevier
This study examines the performance of the estimated solar radiation components obtained
via the Meteorological Radiation Model, satellite-based data sets (CAMS, PVGIS-CMSAF …