Dust deposition on the photovoltaic panel: A comprehensive survey on mechanisms, effects, mathematical modeling, cleaning methods, and monitoring systems

L Wan, L Zhao, W Xu, F Guo, X Jiang - Solar Energy, 2024 - Elsevier
Photovoltaic (PV) power generation has become one of the key technologies to reach
energy-saving and carbon reduction targets. However, dust accumulation will significantly …

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 …

[HTML][HTML] Exergy optimization of a solar collector in flat plate shape equipped with elliptical pipes filled with turbulent nanofluid flow: a study for thermal management

S Rostami, M Sepehrirad, A Dezfulizadeh, AK Hussein… - Water, 2020 - mdpi.com
In this paper, forced convection of a multiwalled carbon nanotube (MWCNT)–water
nanofluid (NF) in a new flat plate solar collector (FPSC) equipped with elliptical pipes …

A survey of photovoltaic panel overlay and fault detection methods

C Yang, F Sun, Y Zou, Z Lv, L Xue, C Jiang, S Liu… - Energies, 2024 - mdpi.com
Photovoltaic (PV) panels are prone to experiencing various overlays and faults that can
affect their performance and efficiency. The detection of photovoltaic panel overlays and …

A Sensorless Intelligent System to Detect Dust on PV Panels for Optimized Cleaning Units

FE Alfaris - Energies, 2023 - mdpi.com
Deployment of photovoltaic (PV) systems has recently been encouraged for large-scale and
small-scale businesses in order to meet the global green energy targets. However, one of …

[HTML][HTML] Deep Learning-Based Dust Detection on Solar Panels: A Low-Cost Sustainable Solution for Increased Solar Power Generation

AM Alatwi, H Albalawi, A Wadood, H Anwar… - Sustainability, 2024 - mdpi.com
The world is shifting towards renewable energy sources due to the harmful effects of fossils
fuel-based power generation in the form of global warming and climate change. When it …

[HTML][HTML] Methodology for the identification of dust accumulation levels in photovoltaic panels based in heuristic-statistical techniques

E Perez-Anaya, DA Elvira-Ortiz, RA Osornio-Rios… - Electronics, 2022 - mdpi.com
The use of renewable energies is increasing around the world in order to deal with the
environmental and economic problems related with conventional generation. In this sense …

[HTML][HTML] Estimation of electricity generation by an electro-technical complex with photoelectric panels using statistical methods

A Turysheva, I Voytyuk, D Guerra - Symmetry, 2021 - mdpi.com
This paper presents a computational tool for estimating energy generated by low-power
photovoltaic systems based on the specific conditions of the study region since the …

[HTML][HTML] Evaluating soiling effects to optimize solar photovoltaic performance using machine learning algorithms

MF Tahir, A Tzes, THM El-Fouly, MS El Moursi… - Energy Conversion and …, 2025 - Elsevier
Fossil fuel environmental issues and escalating costs have prompted a global shift towards
renewable energy sources like solar photovoltaic. However, optimizing the performance of …

[HTML][HTML] Development of AI-Based Tools for Power Generation Prediction

AP Aravena-Cifuentes, JD Nuñez-Gonzalez, A Elola… - Computation, 2023 - mdpi.com
This study presents a model for predicting photovoltaic power generation based on
meteorological, temporal and geographical variables, without using irradiance values, which …