[HTML][HTML] Advances in solar forecasting: Computer vision with deep learning
Renewable energy forecasting is crucial for integrating variable energy sources into the grid.
It allows power systems to address the intermittency of the energy supply at different …
It allows power systems to address the intermittency of the energy supply at different …
[HTML][HTML] Increasing the resolution of solar and wind time series for energy system modeling: A review
Bottom-up energy system models are often based on hourly time steps due to limited
computational tractability or data availability. However, in order to properly assess the …
computational tractability or data availability. However, in order to properly assess the …
A taxonomical review on recent artificial intelligence applications to PV integration into power grids
The exponential growth of solar power has been witnessed in the past decade and is
projected by the ambitious policy targets. Nevertheless, the proliferation of solar energy …
projected by the ambitious policy targets. Nevertheless, the proliferation of solar energy …
A posteriori clear-sky identification methods in solar irradiance time series: Review and preliminary validation using sky imagers
This study examines all known methods that have been proposed in the literature to identify
clear-sky periods in historical solar irradiance time series. Two different types of clear-sky …
clear-sky periods in historical solar irradiance time series. Two different types of clear-sky …
Bright-Sun: A globally applicable 1-min irradiance clear-sky detection model
JM Bright, X Sun, CA Gueymard, B Acord… - … and Sustainable Energy …, 2020 - Elsevier
Clear-sky detection (CSD) is a crucial process in numerous solar energy applications. Many
CSD models have been proposed over the years, though model performance is generally …
CSD models have been proposed over the years, though model performance is generally …
From video games to solar energy: 3D shading simulation for PV using GPU
Photovoltaic (PV) systems can be affected by complex shading. Software solutions have
been developed over time, offering an ever-increasing set of simulation possibilities to …
been developed over time, offering an ever-increasing set of simulation possibilities to …
Nonparametric Bayesian-based recognition of solar irradiance conditions: Application to the generation of high temporal resolution synthetic solar irradiance data
A Frimane, T Soubdhan, JM Bright, M Aggour - Solar Energy, 2019 - Elsevier
High resolution synthetic irradiance is of interest for theoretical studies such as grid
integration of solar PV and battery storage analysis. Access to site-specific data is often …
integration of solar PV and battery storage analysis. Access to site-specific data is often …
[HTML][HTML] Evaluation of multiple surface irradiance-based clear sky detection methods at Xianghe—A heavy polluted site on the North China Plain: 香河站太阳辐射识别 …
M Liu, J Zhang, X Xia - Atmospheric and Oceanic Science Letters, 2021 - Elsevier
Surface irradiance measurements with high temporal resolution can be used to detect clear
skies, which is a critical step for further study, such as aerosol and cloud radiative effects …
skies, which is a critical step for further study, such as aerosol and cloud radiative effects …
A physical downscaling algorithm for the generation of high-resolution spatiotemporal solar irradiance data
Abstract The National Solar Radiation Database (NSRDB) provides more than 20 years of
solar resource information covering North and South America at a 30-min, 4-km by 4-km …
solar resource information covering North and South America at a 30-min, 4-km by 4-km …
[HTML][HTML] Downscaling of hourly climate data for the assessment of building energy performance
I Balog, G Caputo, D Iatauro, P Signoretti, F Spinelli - Sustainability, 2023 - mdpi.com
In Italy, the calculation of the energy needs of buildings has been mainly based on quasi-
steady state calculation procedures. Nowadays, the increasing interest in more detailed …
steady state calculation procedures. Nowadays, the increasing interest in more detailed …