Solar irradiation prediction using empirical and artificial intelligence methods: A comparative review

F Nawab, AS Abd Hamid, A Ibrahim, K Sopian… - Heliyon, 2023 - cell.com
Solar irradiation data is essential for the feasibility of solar energy projects. Notably, the
intermittent nature of solar irradiation influences solar energy use in all forms, whether …

Prediction of Solar Energy Yield Based on Artificial Intelligence Techniques for the Ha'il Region, Saudi Arabia

L Kolsi, S Al-Dahidi, S Kamel, W Aich, S Boubaker… - Sustainability, 2022 - mdpi.com
In order to satisfy increasing energy demand and mitigate global warming worldwide, the
implementation of photovoltaic (PV) clean energy installations needs to become common …

[PDF][PDF] Comparison of different models to estimate global solar irradiation in the Sudanese Zone of Chad

MH Soulouknga, HH Coban, RZ Falama… - J. Elektron …, 2022 - academia.edu
Sustainable future development relies on solar radiation, which is the main source of
renewable energy. Thus, in this article, the monthly average global solar irradiation of four …

Performance Evaluation and Statistical Analysis of Solar Energy Modeling: A Review and Case Study

SA Khalil - Journal of the Nigerian Society of Physical Sciences, 2022 - journal.nsps.org.ng
The main target of this research is a quantitative review of literature on global solar radiation
(GSR) models available for different stations around the world. The statistical analysis of 400 …

[HTML][HTML] Artificial Intelligence-Based Improvement of Empirical Methods for Accurate Global Solar Radiation Forecast: Development and Comparative Analysis

MA Ali, A Elsayed, I Elkabani, M Akrami, ME Youssef… - Energies, 2024 - mdpi.com
Artificial intelligence (AI) technology has expanded its potential in environmental and
renewable energy applications, particularly in the use of artificial neural networks (ANNs) as …

Angstrom-Prescott Type Models for Predicting Solar Irradiation for Different Locations in Zimbabwe

C Iradukunda, K Chiteka - Strojniški vestnik-Journal of Mechanical …, 2023 - 193.2.78.197
Adequate assessment of solar radiation data is crucial for planning and designing solar
energy systems. However, a major challenge facing solar energy technologies is the …

Optimization model for determining global solar radiation in the northeastern states of Nigeria using both meteorological and satellite imagery data

MK Salihu - Applied Engineering and Technology, 2023 - pubs2.ascee.org
This study presents an optimization model for determining global solar radiation in the
northeastern region of Nigeria using a combination of meteorological data and satellite …

Evaluation and correction of solar irradiance in Somaliland using ground measurements and global reanalysis products

MU Khan, MA Jama - Heliyon, 2024 - cell.com
Properly understanding solar irradiance can help accurately quantify the solar energy
resource and guide sustainable development projects, particularly where measured solar …

Global solar radiation prediction using empirical based models

M Sivakumar, SJ Priya… - … Conference on Applied …, 2022 - ieeexplore.ieee.org
Solar Radiation (SR) is crucial for the energy balance at the Earth's surface, evaporation,
snow melting, plant water needs, and catchment hydrological regulation. In this regard, the …

[HTML][HTML] Empirical Models for the Evaluation of Global Solar Radiation for the Site of Abeche in the Province of Ouaddaï, in Chad

MH Soulouknga, A Dandoussou… - Smart Grid and Renewable …, 2022 - scirp.org
The global sustainability plan for future development relies on solar radiation which is the
main source of renewable energy. Thus, this work studies the performance of six models to …