A hybrid framework for forecasting power generation of multiple renewable energy sources
The accurate power generation forecast of multiple renewable energy sources is significant
for the power scheduling of renewable energy systems. However, previous studies focused …
for the power scheduling of renewable energy systems. However, previous studies focused …
Solar photovoltaic power forecasting: A review
KJ Iheanetu - Sustainability, 2022 - mdpi.com
The recent global warming effect has brought into focus different solutions for combating
climate change. The generation of climate-friendly renewable energy alternatives has been …
climate change. The generation of climate-friendly renewable energy alternatives has been …
Forecasting of photovoltaic power generation and model optimization: A review
To mitigate the impact of climate change and global warming, the use of renewable energies
is increasing day by day significantly. A considerable amount of electricity is generated from …
is increasing day by day significantly. A considerable amount of electricity is generated from …
History and trends in solar irradiance and PV power forecasting: A preliminary assessment and review using text mining
Text mining is an emerging topic that advances the review of academic literature. This paper
presents a preliminary study on how to review solar irradiance and photovoltaic (PV) power …
presents a preliminary study on how to review solar irradiance and photovoltaic (PV) power …
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 …
Short-term PV power forecasting using hybrid GASVM technique
The static, clean and movement free characteristics of solar energy along with its
contribution towards global warming mitigation, enhanced stability and increased efficiency …
contribution towards global warming mitigation, enhanced stability and increased efficiency …
Review of distributed generation (DG) system planning and optimisation techniques: Comparison of numerical and mathematical modelling methods
An overview of numerical and mathematical modelling-based distributed generation (DG)
system optimisation techniques is presented in this review paper. The objective is to …
system optimisation techniques is presented in this review paper. The objective is to …
An improved photovoltaic power forecasting model with the assistance of aerosol index data
J Liu, W Fang, X Zhang, C Yang - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Due to the intermittency and randomness of solar photovoltaic (PV) power, it is difficult for
system operators to dispatch PV power stations. In order to find a precise expectation for day …
system operators to dispatch PV power stations. In order to find a precise expectation for day …
[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 …
Assessment of solar and wind resource synergy in Australia
Solar and wind generated power is expected to increase drastically in the future. Unlike
fossil fuels, however, solar and wind resource extraction introduces challenges of variability …
fossil fuels, however, solar and wind resource extraction introduces challenges of variability …