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 …

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 …

A current perspective on the accuracy of incoming solar energy forecasting

R Blaga, A Sabadus, N Stefu, C Dughir… - Progress in energy and …, 2019 - Elsevier
The state-of-the-art in the accuracy of solar resources forecasting is obtained by using
results reported in 1705 accuracy tests reported in several geographic regions (North …

Very short-term photovoltaic power forecasting with cloud modeling: A review

F Barbieri, S Rajakaruna, A Ghosh - Renewable and Sustainable Energy …, 2017 - Elsevier
This paper endeavors to provide the reader with an overview of the various tools needed to
forecast photovoltaic (PV) power within a very short-term horizon. The study focuses on the …

[HTML][HTML] Omnivision forecasting: Combining satellite and sky images for improved deterministic and probabilistic intra-hour solar energy predictions

Q Paletta, G Arbod, J Lasenby - Applied Energy, 2023 - Elsevier
Integrating large proportions of intermittent renewable energy sources into electric grids is
challenging. A well-established approach aimed at addressing this difficulty involves the …

Solar irradiance resource and forecasting: a comprehensive review

DS Kumar, GM Yagli, M Kashyap… - IET Renewable Power …, 2020 - Wiley Online Library
With the increase in demand for energy, penetration of alternative sources of energy in the
power grid has increased. Photovoltaic (PV) energy is the most common and popular form of …

Hybrid ultra-short-term PV power forecasting system for deterministic forecasting and uncertainty analysis

J Wang, Y Yu, B Zeng, H Lu - Energy, 2024 - Elsevier
The rapid development of the photovoltaic industry provides a new source of power for the
continued operation of the over-consumed energy world. While providing new opportunities …

Short-term solar power forecast with deep learning: Exploring optimal input and output configuration

Y Sun, V Venugopal, AR Brandt - Solar Energy, 2019 - Elsevier
The volatility of cloud movement introduces significant uncertainty in short-term solar power
forecasting, which can complicate the operation of modern power systems. This work …

Probabilistic forecasting of the solar irradiance with recursive ARMA and GARCH models

M David, F Ramahatana, PJ Trombe, P Lauret - Solar Energy, 2016 - Elsevier
Forecasting of the solar irradiance is a key feature in order to increase the penetration rate of
solar energy into the energy grids. Indeed, the anticipation of the fluctuations of the solar …

Short-term spatio-temporal forecasting of photovoltaic power production

XG Agoua, R Girard… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
In recent years, the penetration of photovoltaic (PV) generation in the energy mix of several
countries has significantly increased thanks to policies favoring development of renewables …