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 …

Outdoor luminescence imaging of field-deployed PV modules

O Kunz, J Schlipf, A Fladung, YS Khoo… - Progress in …, 2022 - iopscience.iop.org
Solar photovoltaic (PV) installations have increased exponentially over the last decade and
are now at a stage where they provide humanity with the greatest opportunity to mitigate …

Solar cell cracks and finger failure detection using statistical parameters of electroluminescence images and machine learning

HR Parikh, Y Buratti, S Spataru, F Villebro… - Applied Sciences, 2020 - mdpi.com
A wide range of defects, failures, and degradation can develop at different stages in the
lifetime of photovoltaic modules. To accurately assess their effect on the module …

Classification of defective photovoltaic modules in ImageNet-trained networks using transfer learning

D Hou, J Ma, S Huang, J Zhang… - 2021 IEEE 12th Energy …, 2021 - ieeexplore.ieee.org
The quality inspection of photovoltaic modules is very important to power generation
efficiency. Although electroluminescence can directly detect the defects in photovoltaic …

Deep learning-based perspective distortion correction for outdoor photovoltaic module images

Y Li, B Wright, Z Hameiri - Solar Energy Materials and Solar Cells, 2024 - Elsevier
To address the growing demand for photovoltaic inspection, an increasing volume of
photoluminescence, electroluminescence, and infrared image datasets is being produced …

Smart sericulture system based on IoT and image processing technique

S Rokhade, MK Guruprasad… - 2021 International …, 2021 - ieeexplore.ieee.org
The following paper gives a Sharp view of technological innovation in underperforming
agricultural branches such as sericulture, and it explains the system and techniques to be …

Reconstruction and calibration of contactless electroluminescence images from laser line scanning of photovoltaic modules

C Mantel, GA dos Reis Benatto… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
This article presents image processing methods for reconstructing and calibrating
contactless electroluminescence (EL) images acquired with laser line scanning for …

Image preprocessing for outdoor luminescence inspection of large photovoltaic parks

P Kölblin, A Bartler, M Füller - Energies, 2021 - mdpi.com
Electroluminescence (EL) measurements allow one to detect damages and/or defective
parts in photovoltaic systems. In principle, it seems possible to predict the complete …

Optical imaging deformation inspection and quality level determination of multifocal glasses

HD Lin, TH Lee, CH Lin, HC Wu - Sensors, 2023 - mdpi.com
Multifocal glasses are a new type of lens that can fit both nearsighted and farsighted vision
on the same lens. This property allows the glass to have various curvatures in distinct …

[PDF][PDF] Computer-aided transmitted deformation inspection system for see-through glass products

HD Lin, YC Lo, CH Lin - Int. J. Innov. Comput. Inf. Control, 2022 - ijicic.org
A vehicle windshield with deformation flaws will likely distort the driver's view of surrounding
objects, leading to errors in visual judgment that may be dangerous to other road users …