Solar radiation forecasting based on convolutional neural network and ensemble learning
Nowadays, we are moving forward to more sustainable energy production systems based
on renewable sources. Among all Photovoltaic (PV) systems are spreading in our cities. In …
on renewable sources. Among all Photovoltaic (PV) systems are spreading in our cities. In …
Irradiance variability quantification and small-scale averaging in space and time: A short review
GM Lohmann - Atmosphere, 2018 - mdpi.com
The ongoing world-wide increase of installed photovoltaic (PV) power attracts notice to
weather-induced PV power output variability. Understanding the underlying spatiotemporal …
weather-induced PV power output variability. Understanding the underlying spatiotemporal …
Comprehensive review on modelling, estimation, and types of faults in solar photovoltaic system
Solar photovoltaic (SPV) system fault diagnostics is vital in advanced supervision because it
can alert users to catastrophic failure or greater risks. To provide green and clean energy …
can alert users to catastrophic failure or greater risks. To provide green and clean energy …
Origin of multifractality in solar wind turbulence: the role of current sheets
In this work, a multifractal framework is proposed to investigate the effects of current sheets
in solar wind turbulence. By using multifractal detrended fluctuation analysis coupled with …
in solar wind turbulence. By using multifractal detrended fluctuation analysis coupled with …
Real-time reaction control for solar production of chemicals under fluctuating irradiance
Arguably, one of the major practical barriers hampering a wider use of solar energy to
promote photochemical reactions are the variations in sunlight intensity at different times of …
promote photochemical reactions are the variations in sunlight intensity at different times of …
Characterizing abrupt transitions in stochastic dynamics
Data sampled at discrete times appears as a succession of discontinuous jumps, even if the
underlying trajectory is continuous. We analytically derive a criterion that allows one to …
underlying trajectory is continuous. We analytically derive a criterion that allows one to …
Multifractal detrended cross-correlation analysis of wind speed and solar radiation
In this work, the multifractal properties of wind speed and solar radiation are studied in a
small region in which a wide variety of micro-climates are concentrated. To achieve this, two …
small region in which a wide variety of micro-climates are concentrated. To achieve this, two …
System complexity in influenza infection and vaccination: Effects upon excess winter mortality
Unexpected outcomes are usually associated with interventions in complex systems. Excess
winter mortality (EWM) is a measure of the net effect of all competing forces operating each …
winter mortality (EWM) is a measure of the net effect of all competing forces operating each …
Comparative analysis of neural networks techniques to forecast Global Horizontal Irradiance
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 …
to fossil fuels, to contrast air pollution and global warming, the prediction of Global …
Effects of temporal averaging on short-term irradiance variability under mixed sky conditions
Characterizations of short-term variability in solar radiation are required to successfully
integrate large numbers of photovoltaic power systems into the electrical grid. Previous …
integrate large numbers of photovoltaic power systems into the electrical grid. Previous …