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 …
Review on probabilistic forecasting of photovoltaic power production and electricity consumption
DW Van der Meer, J Widén, J Munkhammar - Renewable and Sustainable …, 2018 - Elsevier
Abstract tAccurate forecasting simultaneously becomes more important and more
challenging due to the increasing penetration of photovoltaic (PV) systems in the built …
challenging due to the increasing penetration of photovoltaic (PV) systems in the built …
[HTML][HTML] Hourly predictions of direct normal irradiation using an innovative hybrid LSTM model for concentrating solar power projects in hyper-arid regions
Although solar energy harnessing capacity varies considerably based on the employed
solar energy technology and the meteorological conditions, accurate direct normal …
solar energy technology and the meteorological conditions, accurate direct normal …
Solar radiation forecasting using artificial neural network and random forest methods: Application to normal beam, horizontal diffuse and global components
Three methods, smart persistence, artificial neural network and random forest, are compared
to forecast the three components of solar irradiation (global horizontal, beam normal and …
to forecast the three components of solar irradiation (global horizontal, beam normal and …
A nonlinear autoregressive exogenous (NARX) neural network model for the prediction of the daily direct solar radiation
The solar photovoltaic (PV) energy has an important place among the renewable energy
sources. Therefore, several researchers have been interested by its modelling and its …
sources. Therefore, several researchers have been interested by its modelling and its …
Hybrid deep neural model for hourly solar irradiance forecasting
Owing to integrating photovoltaic solar systems into power networks, accurate prediction of
solar irradiance plays an increasingly significant role in electric energy planning and …
solar irradiance plays an increasingly significant role in electric energy planning and …
Solar forecasting methods for renewable energy integration
RH Inman, HTC Pedro, CFM Coimbra - Progress in energy and combustion …, 2013 - Elsevier
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 …
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 …
Recent advances in intra-hour solar forecasting: A review of ground-based sky image methods
F Lin, Y Zhang, J Wang - International Journal of Forecasting, 2023 - Elsevier
As the penetration of solar energy generation into power systems keeps rising, intra-hour
solar forecasting (IHSF) is becoming increasingly important for the secure and economical …
solar forecasting (IHSF) is becoming increasingly important for the secure and economical …
Intra-hour forecasting with a total sky imager at the UC San Diego solar energy testbed
A method for intra-hour, sub-kilometer cloud forecasting and irradiance nowcasting using a
ground-based sky imager at the University of California, San Diego is presented. Sky …
ground-based sky imager at the University of California, San Diego is presented. Sky …