A hybrid framework for forecasting power generation of multiple renewable energy sources

J Zheng, J Du, B Wang, JJ Klemeš, Q Liao… - … and Sustainable Energy …, 2023 - Elsevier
The accurate power generation forecast of multiple renewable energy sources is significant
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 …

Forecasting of photovoltaic power generation and model optimization: A review

UK Das, KS Tey, M Seyedmahmoudian… - … and Sustainable Energy …, 2018 - Elsevier
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 …

History and trends in solar irradiance and PV power forecasting: A preliminary assessment and review using text mining

D Yang, J Kleissl, CA Gueymard, HTC Pedro… - Solar Energy, 2018 - Elsevier
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 …

Solar radiation forecasting using artificial neural network and random forest methods: Application to normal beam, horizontal diffuse and global components

L Benali, G Notton, A Fouilloy, C Voyant, R Dizene - Renewable energy, 2019 - Elsevier
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 …

Short-term PV power forecasting using hybrid GASVM technique

W VanDeventer, E Jamei, GS Thirunavukkarasu… - Renewable energy, 2019 - Elsevier
The static, clean and movement free characteristics of solar energy along with its
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

WL Theo, JS Lim, WS Ho, H Hashim, CT Lee - Renewable and Sustainable …, 2017 - Elsevier
An overview of numerical and mathematical modelling-based distributed generation (DG)
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 …

[HTML][HTML] Advances in solar forecasting: Computer vision with deep learning

Q Paletta, G Terrén-Serrano, Y Nie, B Li… - Advances in Applied …, 2023 - Elsevier
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 …

Assessment of solar and wind resource synergy in Australia

AA Prasad, RA Taylor, M Kay - Applied Energy, 2017 - Elsevier
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 …