Application of Artificial Neural Networks to photovoltaic fault detection and diagnosis: A review

B Li, C Delpha, D Diallo, A Migan-Dubois - Renewable and Sustainable …, 2021 - Elsevier
The rapid development of photovoltaic (PV) technology and the growing number and size of
PV power plants require increasingly efficient and intelligent health monitoring strategies to …

A review on modeling of solar photovoltaic systems using artificial neural networks, fuzzy logic, genetic algorithm and hybrid models

KS Garud, S Jayaraj, MY Lee - International Journal of Energy …, 2021 - Wiley Online Library
The uncertainty associated with modeling and performance prediction of solar photovoltaic
systems could be easily and efficiently solved by artificial intelligence techniques. During the …

[HTML][HTML] Soiling effect in solar energy conversion systems: A review

R Conceicao, J Gonzalez-Aguilar, AA Merrouni… - … and Sustainable Energy …, 2022 - Elsevier
This review provides a comprehensive, detailed description and contextualization of soiling
research evolution in the solar energy field throughout time. The analysis consists of past …

[HTML][HTML] The impact of extreme dust storms on the national photovoltaic energy supply

L Micheli, F Almonacid, JG Bessa… - Sustainable Energy …, 2024 - Elsevier
This study analyses the consequences of an extreme dust storm that occurred in March
2022 on the Spanish national photovoltaic (PV) energy supply. This event, indeed …

A comprehensive review of unmanned aerial vehicle-based approaches to support photovoltaic plant diagnosis

A Michail, A Livera, G Tziolis, JLC Candás… - Heliyon, 2024 - cell.com
Accurate photovoltaic (PV) diagnosis is of paramount importance for reducing investment
risk and increasing the bankability of the PV technology. The application of fault diagnostic …

Forecast modeling and performance assessment of solar PV systems

A Ameur, A Berrada, K Loudiyi, M Aggour - Journal of cleaner production, 2020 - Elsevier
Electricity is converted directly from incident solar energy through photovoltaic systems. This
latter is considered an elegant mean of exploiting renewable energy. It contributes …

Impact of dust accumulation on photovoltaic panels: a review paper

H Abuzaid, M Awad, A Shamayleh - International Journal of …, 2022 - Taylor & Francis
Photovoltaic systems (PV) have been extensively used worldwide as a reliable and effective
renewable energy resource due to their environmental and economic merits. However, PV …

Modeling of dust soiling effects on solar photovoltaic performance: A review

A Younis, Y Alhorr - Solar Energy, 2021 - Elsevier
The known standard equations that describe the physics of light converting into electricity
inside a photovoltaic (PV) cell do not necessarily comprise the different operating …

Review on dew water effect on soiling of solar panels: Towards its enhancement or mitigation

D Dahlioui, B Laarabi, A Barhdadi - Sustainable Energy Technologies and …, 2022 - Elsevier
Soiling is a crucial problem for solar energy power plants particularly in regions that have
high soiling rates, dust storms, water scarcity and a great solar energy potential. Moreover …

Solar radiation prediction using machine learning techniques: a review

ED Obando, SX Carvajal… - IEEE Latin America …, 2019 - ieeexplore.ieee.org
Solar radiation estimation determines how much energy the sun provides to a particular
region. This radiation is the primary energy source of conversion in photovoltaic plants and …