A review and evaluation of the state-of-the-art in PV solar power forecasting: Techniques and optimization
Integration of photovoltaics into power grids is difficult as solar energy is highly dependent
on climate and geography; often fluctuating erratically. This causes penetrations and voltage …
on climate and geography; often fluctuating erratically. This causes penetrations and voltage …
[HTML][HTML] Comparison of machine learning methods for photovoltaic power forecasting based on numerical weather prediction
D Markovics, MJ Mayer - Renewable and Sustainable Energy Reviews, 2022 - Elsevier
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 …
nature of the solar resource highlights the importance of power forecasting for the grid …
Review of energy system flexibility measures to enable high levels of variable renewable electricity
PD Lund, J Lindgren, J Mikkola, J Salpakari - Renewable and sustainable …, 2015 - Elsevier
The paper reviews different approaches, technologies, and strategies to manage large-scale
schemes of variable renewable electricity such as solar and wind power. We consider both …
schemes of variable renewable electricity such as solar and wind power. We consider both …
Review of photovoltaic power forecasting
Variability of solar resource poses difficulties in grid management as solar penetration rates
rise continuously. Thus, the task of solar power forecasting becomes crucial to ensure grid …
rise continuously. Thus, the task of solar power forecasting becomes crucial to ensure grid …
Probabilistic energy forecasting: Global energy forecasting competition 2014 and beyond
The energy industry has been going through a significant modernization process over the
last decade. Its infrastructure is being upgraded rapidly. The supply, demand and prices are …
last decade. Its infrastructure is being upgraded rapidly. The supply, demand and prices are …
[HTML][HTML] Extensive comparison of physical models for photovoltaic power forecasting
Forecasting the power production of grid-connected photovoltaic (PV) power plants is
essential for both the profitability and the prospects of the technology. Physically inspired …
essential for both the profitability and the prospects of the technology. Physically inspired …
Solar forecasting methods for renewable energy integration
The higher penetration of renewable resources in the energy portfolios of several
communities accentuates the need for accurate forecasting of variable resources (solar …
communities accentuates the need for accurate forecasting of variable resources (solar …
Time series forecasting for hourly photovoltaic power using conditional generative adversarial network and Bi-LSTM
More and more photovoltaic (PV) power generation is incorporated into the grid. However,
the intermittence and fluctuation of solar energy have brought huge challenges to the safe …
the intermittence and fluctuation of solar energy have brought huge challenges to the safe …
Review of solar irradiance forecasting methods and a proposition for small-scale insular grids
Integration of solar energy into the electricity network is becoming essential because of its
continually increasing growth in usage. An efficient use of the fluctuating energy output of …
continually increasing growth in usage. An efficient use of the fluctuating energy output of …
[HTML][HTML] Benefits of physical and machine learning hybridization for photovoltaic power forecasting
MJ Mayer - Renewable and sustainable energy reviews, 2022 - Elsevier
Irradiance-to-power conversion is an essential step of state-of-the-art photovoltaic (PV)
power forecasting, regardless of the source and post-processing of irradiance forecasts. The …
power forecasting, regardless of the source and post-processing of irradiance forecasts. The …