Solar radiation prediction using Artificial Neural Network techniques: A review
AK Yadav, SS Chandel - Renewable and sustainable energy reviews, 2014 - Elsevier
Solar radiation data plays an important role in solar energy research. These data are not
available for location of interest due to absence of a meteorological station. Therefore, the …
available for location of interest due to absence of a meteorological station. Therefore, the …
Evaluation and development of empirical models for estimating daily and monthly mean daily diffuse horizontal solar radiation for different climatic regions of China
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 …
surface or for estimating beam solar radiation for concentrating photovoltaic applications. In …
Artificial neural network based daily local forecasting for global solar radiation
B Amrouche, X Le Pivert - Applied energy, 2014 - Elsevier
When a part of the power is generated by grid connected photovoltaic installations, an
effective global solar irradiation (GSI) forecasting tool becomes a must to ensure the quality …
effective global solar irradiation (GSI) forecasting tool becomes a must to ensure the quality …
New temperature-based models for predicting global solar radiation
This study presents new ambient-temperature-based models for estimating global solar
radiation as alternatives to the widely used sunshine-based models owing to the …
radiation as alternatives to the widely used sunshine-based models owing to the …
The spatial distribution of China's solar energy resources and the optimum tilt angle and power generation potential of PV systems
J Jing, Y Zhou, L Wang, Y Liu, D Wang - Energy Conversion and …, 2023 - Elsevier
This study aims at filling the gaps and completing the missing global solar radiation and
diffuse solar radiation data considering the limited radiation data of 85 meteorological …
diffuse solar radiation data considering the limited radiation data of 85 meteorological …
Predicting daily diffuse horizontal solar radiation in various climatic regions of China using support vector machine and tree-based soft computing models with local …
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 …
prerequisite for the design and optimization of active and passive solar energy systems such …
Comparison of support vector machine and copula-based nonlinear quantile regression for estimating the daily diffuse solar radiation: A case study in China
In this paper, three kinds of models, including support vector machine-firefly algorithm (SVM-
FFA), copula-base nonlinear quantile regression (CNQR) and empirical models were …
FFA), copula-base nonlinear quantile regression (CNQR) and empirical models were …
Estimating the diffuse solar radiation using a coupled support vector machine–wavelet transform model
S Shamshirband, K Mohammadi… - … and Sustainable Energy …, 2016 - Elsevier
Diffuse solar radiation is a fundamental parameter highly required in several solar energy
applications. Despite its significance, diffuse solar radiation is not measured in many …
applications. Despite its significance, diffuse solar radiation is not measured in many …
Prediction of daily diffuse solar radiation using artificial neural networks
X Xue - International journal of hydrogen energy, 2017 - Elsevier
This study presents two optimization techniques, genetic algorithm (GA) and particle swarm
optimization (PSO), to improve the efficiency and generalization ability of back propagation …
optimization (PSO), to improve the efficiency and generalization ability of back propagation …
Comparison of daily diffuse radiation models in regions of China without solar radiation measurement
L Yang, Q Cao, Y Yu, Y Liu - Energy, 2020 - Elsevier
Considering diffuse solar radiation is essential for thermal environment construction and
solar energy applications. Due to lack of solar radiation measurement in China, developing …
solar energy applications. Due to lack of solar radiation measurement in China, developing …