[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 …

Review of artificial intelligence-based failure detection and diagnosis methods for solar photovoltaic systems

A Abubakar, CFM Almeida, M Gemignani - Machines, 2021 - mdpi.com
In recent years, the overwhelming growth of solar photovoltaics (PV) energy generation as
an alternative to conventional fossil fuel generation has encouraged the search for efficient …

Machine learning based PV power generation forecasting in alice springs

K Mahmud, S Azam, A Karim, S Zobaed… - IEEE …, 2021 - ieeexplore.ieee.org
The generation volatility of photovoltaics (PVs) has created several control and operation
challenges for grid operators. For a secure and reliable day or hour-ahead electricity …

[HTML][HTML] Forecasting solar energy production in Spain: A comparison of univariate and multivariate models at the national level

T Cabello-López, M Carranza-García, JC Riquelme… - Applied Energy, 2023 - Elsevier
Renewable energies, such as solar power, offer a clean and cost-effective energy source.
However, their integration into national electricity grids poses challenges due to their …

A characterization study for the properties of dust particles collected on photovoltaic (PV) panels in Sharjah, United Arab Emirates

R Dhaouadi, A Al-Othman, AA Aidan, M Tawalbeh… - Renewable Energy, 2021 - Elsevier
Dust accumulation on photovoltaic (PV) modules is responsible for the reduction in solar
radiation received and/or transmitted, hence, decreases the efficiency of the PV cells. To …

Review of strategies to mitigate dust deposition on solar photovoltaic systems

G Vedulla, A Geetha, R Senthil - Energies, 2022 - mdpi.com
In recent years, there has been an increased focus on developing and utilizing renewable
energy resources due to several factors, including environmental concerns, rising fuel costs …

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 …

Three PV plants performance analysis using the principal component analysis method

M Adar, Y Najih, M Gouskir, A Chebak, M Mabrouki… - Energy, 2020 - Elsevier
This paper presents a comparative analysis of the performance of three grid-connected
photovoltaic power plants, of about 2kWp for each plant, using the principal component …

A combined forecasting system based on multi-objective optimization and feature extraction strategy for hourly PM2. 5 concentration

J Wang, R Wang, Z Li - Applied Soft Computing, 2022 - Elsevier
Accurate hourly PM 2.5 concentration prediction plays a key role in air quality monitoring
and controlling system, especially when severe haze occurs frequently. A PM 2.5 hourly …

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 …