Artificial Intelligence technique for modelling and forecasting of solar radiation data: a review

A Mellit - International Journal of Artificial intelligence and …, 2008 - inderscienceonline.com
Artificial Intelligence (AI) has been used and applied in different sectors, such as
engineering, economic, medicine, military, marine, etc. AI has also been applied for …

Artificial intelligence techniques for photovoltaic applications: A review

A Mellit, SA Kalogirou - Progress in energy and combustion science, 2008 - Elsevier
Artificial intelligence (AI) techniques are becoming useful as alternate approaches to
conventional techniques or as components of integrated systems. They have been used to …

Solar irradiance measurement instrumentation and power solar generation forecasting based on Artificial Neural Networks (ANN): A review of five years research …

AR Pazikadin, D Rifai, K Ali, MZ Malik… - Science of The Total …, 2020 - Elsevier
The increased demand for solar renewable energy sources has created recent interest in
the economic and technical issues related to the integration of Photovoltaic (PV) into the …

Artificial intelligence techniques for sizing photovoltaic systems: A review

A Mellit, SA Kalogirou, L Hontoria, S Shaari - Renewable and Sustainable …, 2009 - Elsevier
Artificial intelligence (AI) techniques are becoming useful as alternate approaches to
conventional techniques or as components of integrated systems. They have been used to …

An artificial intelligence-based solar radiation prophesy model for green energy utilization in energy management system

F Alassery, A Alzahrani, AI Khan, K Irshad… - … Energy Technologies and …, 2022 - Elsevier
Solar energy's probabilistic and changeable nature raises serious challenges about
ensuring dependable, cheap, and secure control of power energy networks through the …

Applications of artificial intelligence to photovoltaic systems: a review

HF Mateo Romero, MÁ González Rebollo… - Applied Sciences, 2022 - mdpi.com
This article analyzes the relationship between artificial intelligence (AI) and photovoltaic
(PV) systems. Solar energy is one of the most important renewable energies, and the …

Comparison of artificial intelligence methods in estimation of daily global solar radiation

A Khosravi, RO Nunes, MEH Assad… - Journal of cleaner …, 2018 - Elsevier
Assessment of solar potential over a location of interest is introduced as an important step
for the successful planning of solar energy systems (photovoltaic or thermal). Due to the …

Comparison of intelligent modelling techniques for forecasting solar energy and its application in solar PV based energy system

G Perveen, M Rizwan, N Goel - IET Energy Systems Integration, 2019 - Wiley Online Library
The measurement of solar energy data is a difficult task and rarely available even for those
stations where measurement has already been done. Further, the PV power forecasting is …

The artificial neural network for solar radiation prediction and designing solar systems: a systematic literature review

A Qazi, H Fayaz, A Wadi, RG Raj, NA Rahim… - Journal of cleaner …, 2015 - Elsevier
Solar energy generated by sunlight has a non-schedulable nature due to the stochastic
environment of meteorological conditions. Hence, power system control and the energy …

A comprehensive review of solar irradiation estimation and forecasting using artificial neural networks: data, models and trends

N El-Amarty, M Marzouq, H El Fadili… - … Science and Pollution …, 2023 - Springer
Solar irradiation data are imperatively required for any solar energy-based project. The non-
accessibility and uncertainty of these data can greatly affect the implementation …