Infrared thermography-based condition monitoring of solar photovoltaic systems: A mini review of recent advances

AW Kandeal, MR Elkadeem, AK Thakur, GB Abdelaziz… - Solar Energy, 2021 - Elsevier
Globally, solar photovoltaic (PV) plants have been in continuous increase, attracting
researchers and governments' interest, and PV markets witness high competition. That …

Automated extraction of energy systems information from remotely sensed data: A review and analysis

S Ren, W Hu, K Bradbury, D Harrison-Atlas, LM Valeri… - Applied Energy, 2022 - Elsevier
High quality energy systems information is a crucial input to energy systems research,
modeling, and decision-making. Unfortunately, actionable information about energy systems …

Automatic faults detection of photovoltaic farms: solAIr, a deep learning-based system for thermal images

R Pierdicca, M Paolanti, A Felicetti, F Piccinini… - Energies, 2020 - mdpi.com
Renewable energy sources will represent the only alternative to limit fossil fuel usage and
pollution. For this reason, photovoltaic (PV) power plants represent one of the main systems …

Fault detection and diagnosis in photovoltaic panels by radiometric sensors embedded in unmanned aerial vehicles

I Segovia Ramirez, B Das… - Progress in …, 2022 - Wiley Online Library
Photovoltaic solar energy is increasing its capacity in the global electric market due to its
lower operating costs and higher efficiency, together with the support of the governments …

Using drones for thermal imaging photography and building 3D images to analyze the defects of solar modules

KC Liao, HY Wu, HT Wen - Inventions, 2022 - mdpi.com
In this research, drones were used to capture thermal images and detect different types of
failure of solar modules, and MATLAB® image analysis was also conducted to evaluate the …

[HTML][HTML] Using UAV to detect solar module fault conditions of a solar power farm with IR and visual image analysis

KC Liao, JH Lu - Applied Sciences, 2021 - mdpi.com
In recent years, solar energy has been regarded as one of the most important sustainable
energy sources. Under the rapid and large-scale construction of solar farms, the …

[HTML][HTML] A novel approach to optimize the positioning and measurement parameters in photovoltaic aerial inspections

IS Ramírez, AP Marugán, FPG Márquez - Renewable Energy, 2022 - Elsevier
The maintenance of photovoltaic systems is critical to ensure the reliability of the solar power
plants. The increasing extension of the plants requires novel data acquisition technologies …

Condition monitoring system for solar power plants with radiometric and thermographic sensors embedded in unmanned aerial vehicles

FPG Márquez, IS Ramírez - Measurement, 2019 - Elsevier
The photovoltaic solar energy industry is expanding, and there is therefore a need to
increase and improve its maintainability, operating costs, availability, reliability, safety, life …

Utilizing geospatial data for assessing energy security: Mapping small solar home systems using unmanned aerial vehicles and deep learning

S Ren, J Malof, R Fetter, R Beach, J Rineer… - … International Journal of …, 2022 - mdpi.com
Solar home systems (SHS), a cost-effective solution for rural communities far from the grid in
developing countries, are small solar panels and associated equipment that provides power …

A review on condition monitoring system for solar plants based on thermography

ÁH Herraiz, AP Marugán, FPG Márquez - Non-destructive testing and …, 2020 - Elsevier
Solar plants require sophisticated condition monitoring systems and methods to manage the
new large power production due to the increasing number of photovoltaics modules …