Modeling daily global solar radiation using only temperature data: Past, development, and future
Accurate determination on global solar radiation (R s) is essential in many disciplines and
sectors. This study comprehensively reviewed 78 existing models and developed 4 new …
sectors. This study comprehensively reviewed 78 existing models and developed 4 new …
Improving the accuracy of daily solar radiation prediction by climatic data using an efficient hybrid deep learning model: Long short-term memory (LSTM) network …
Accurate daily solar radiation prediction is a crucial task for the management and generation
of solar energy as one of the alternatives to fossil fuels. In this study, the prediction accuracy …
of solar energy as one of the alternatives to fossil fuels. In this study, the prediction accuracy …
Empirical sunshine-based models vs online estimators for solar resources
M Paulescu, V Badescu, S Budea… - … and Sustainable Energy …, 2022 - Elsevier
Monthly averaged daily global solar irradiation data collected from four online platforms
(NASA POWER, MERRA2, ERA5 and CAMS) are compared with ground measured data …
(NASA POWER, MERRA2, ERA5 and CAMS) are compared with ground measured data …
Graphical decomposition model to estimate hourly global solar radiation considering weather stochasticity
Hourly solar radiation data are of great concern for solar PV, solar thermal and building
energy assessment. Unfortunately, due to economic as well as technical limitations, most …
energy assessment. Unfortunately, due to economic as well as technical limitations, most …
Forecasting of global solar radiation: A statistical approach using simulated annealing algorithm
YA Kaplan - Engineering Applications of Artificial Intelligence, 2024 - Elsevier
In recent years, the share of renewable energy sources in current energy production has
been increasing due to the depletion of fossil fuel resources, increasing energy needs and …
been increasing due to the depletion of fossil fuel resources, increasing energy needs and …
Short–term global solar radiation forecasting based on an improved method for sunshine duration prediction and public weather forecasts
Accurate forecasting of daily global solar radiation (R s) is important for photovoltaic power
and other sectors. Numerical models coupled with public weather forecasts information is a …
and other sectors. Numerical models coupled with public weather forecasts information is a …
[HTML][HTML] Modified temperature-based global solar radiation models for estimation in regions with scarce experimental data
Reliable data on the availability of solar energy is needed, as solar energy is an essential
resource for sustainable development worldwide. However, ground-based radiometric …
resource for sustainable development worldwide. However, ground-based radiometric …
Hourly global solar radiation prediction based on seasonal and stochastic feature
Accurate and detailed solar radiation data play a crucial role in the simulation of building
thermal and photovoltaic systems. However, developing a highly precise and dependable …
thermal and photovoltaic systems. However, developing a highly precise and dependable …
Interpretable deep learning framework for hourly solar radiation forecasting based on decomposing multi-scale variations
High-precision solar radiation forecasting is crucial for the economic and reliable operation
of building energy systems and contributes to achieving sustainability goals. However …
of building energy systems and contributes to achieving sustainability goals. However …
Monthly Global Solar Radiation Model Based on Artificial Neural Network, Temperature Data and Geographical and Topographical Parameters: A Case Study in …
Solar energy plays an essential role in the current energy context to achieve sustainable
development while supplying energy needs, creating jobs, and protecting the environment …
development while supplying energy needs, creating jobs, and protecting the environment …