Increasing photovoltaic (PV) instalments could affect the stability of the electrical grid as the
PV produces weather-dependent electricity. However, prediction of the power output of the …

Due to the continuous increasing importance of renewable energy sources as an alternative
to fossil fuels, to contrast air pollution and global warming, the prediction of Global …

The energy output a photo voltaic (PV) panel is a function of solar irradiation and weather
parameters like temperature and wind speed etc. A general measure for solar irradiation …

Abstract The prediction of Global Horizontal Irradiance (GHI) allows to estimate in advance
the future energy production of photovoltaic systems, thus ensuring their full integration into …

Accurate estimation of renewable energy sources plays an important role in their integration
into the grid. An unexpected atmospheric change can produce a range of problems related …

Knowledge of irradiance with high accuracy is of paramount importance for monitoring
planning and for better exploitation and distribution of photovoltaic (PV) energy. Different …

The increase of the worldwide installed photovoltaic (PV) capacity and the intermittent
nature of the solar resource highlights the importance of power forecasting for the grid …

Spatiotemporal solar radiation forecasting is extremely challenging due to its dependence
on metrological and environmental factors. Chaotic time‐varying and non‐linearity make the …

Most studies about the solar forecasting topic do not analyze and exploit the temporal and
spatial components that are inherent to such a task. Furthermore, they mostly focus just on …

Solar energy becomes widely used in the global power grid. Therefore, enhancing the
accuracy of solar energy predictions is essential for the efficient planning, managing and …