[HTML][HTML] Artificial intelligence and machine learning in energy systems: A bibliographic perspective

A Entezari, A Aslani, R Zahedi, Y Noorollahi - Energy Strategy Reviews, 2023 - Elsevier
Economic development and the comfort-loving nature of human beings in recent years have
resulted in increased energy demand. Since energy resources are scarce and should be …

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 …

A review on global solar radiation prediction with machine learning models in a comprehensive perspective

Y Zhou, Y Liu, D Wang, X Liu, Y Wang - Energy Conversion and …, 2021 - Elsevier
Global solar radiation information is the basis for many solar energy utilizations as well as
for economic and environmental considerations. However, because solar-radiation …

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 …

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 …

Review of solar irradiance forecasting methods and a proposition for small-scale insular grids

M Diagne, M David, P Lauret, J Boland… - … and Sustainable Energy …, 2013 - Elsevier
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 …

Comparison of different physical models for PV power output prediction

A Dolara, S Leva, G Manzolini - Solar energy, 2015 - Elsevier
The electricity produced from renewable energy, in particular from wind and photovoltaic
plants, has seen exponential rise in the last decade. Consequently, the prediction of power …

A review of behind-the-meter solar forecasting

BC Erdener, C Feng, K Doubleday, A Florita… - … and Sustainable Energy …, 2022 - Elsevier
Solar photovoltaic systems largely integrated within the distribution grid are operated
'behind-the-meter'and power generation cannot be directly monitored by most utilities. The …

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 …

A critical review of the models used to estimate solar radiation

J Zhang, L Zhao, S Deng, W Xu, Y Zhang - Renewable and Sustainable …, 2017 - Elsevier
Solar radiation data is critical to the design and operation of solar energy utilization systems,
so a large number of models have been proposed and developed to estimate solar radiation …