Failures of Photovoltaic modules and their Detection: A Review

MW Akram, G Li, Y Jin, X Chen - Applied Energy, 2022 - Elsevier
Photovoltaic (PV) has emerged as a promising and phenomenal renewable energy
technology in the recent past and the PV market has developed at an exponential rate …

A review of models for photovoltaic crack and hotspot prediction

G Goudelis, PI Lazaridis, M Dhimish - Energies, 2022 - mdpi.com
The accurate prediction of the performance output of photovoltaic (PV) installations is
becoming ever more prominent. Its success can provide a considerable economic benefit …

Early degradation of silicon PV modules and guaranty conditions

MA Munoz, MC Alonso-García, N Vela, F Chenlo - Solar energy, 2011 - Elsevier
The fast growth of PV installed capacity in Spain has led to an increase in the demand for
analysis of installed PV modules. One of the topics that manufacturers, promoters, and …

Nondestructive inspection, testing and evaluation for Si-based, thin film and multi-junction solar cells: An overview

B Du, R Yang, Y He, F Wang, S Huang - Renewable and Sustainable …, 2017 - Elsevier
Solar energy is one of the fastest growing renewable energy resources. It is extremely
important to improve the reliability and availability of solar energy systems and to further …

Automatic detection of micro-crack in solar wafers and cells: a review

M Israil, SA Anwar, MZ Abdullah - Transactions of the …, 2013 - journals.sagepub.com
This paper presents a review of the machine detection systems for micro-crack inspection of
solar wafers and cells. To-date, there are various methods and procedures that have been …

Détection et isolation de défauts combinant des méthodes à base de données appliquées aux systèmes électro-énergétiques

R Khenfer - 2018 - dspace.univ-setif.dz
Le travail présenté dans cette thèse a pour objectif de présenter une méthode de diagnostic
de défauts et un matériel de laboratoire pour l'enseignement de la surveillance et le …

A Survey of CNN-Based Approaches for Crack Detection in Solar PV Modules: Current Trends and Future Directions

S Hassan, M Dhimish - Solar, 2023 - mdpi.com
Detection of cracks in solar photovoltaic (PV) modules is crucial for optimal performance and
long-term reliability. The development of convolutional neural networks (CNNs) has …

Étude de la dégradation et de la fiabilité des modules photovoltaïques-Impact de la poussière sur les caractéristiques électriques de performance

A Ndiaye - 2013 - theses.hal.science
Cette thèse constitue une contribution à la maîtrise du comportement des performances des
modules photovoltaïques durant leur cycle de vie. D'une part, elle traite de la dégradation et …

Solar cell panel crack detection using particle swarm optimization algorithm

AH Aghamohammadi, AS Prabuwono… - … on pattern analysis …, 2011 - ieeexplore.ieee.org
A solar cell panel as an efficient power source for the production of electrical energy has
long been considered. Any defect on the solar cell panel's surface will be lead to reduced …

Automated visual inspection of solar cell images using adapted morphological and edge detection algorithms

M Cao, L Ma, R Li - Journal of Optics, 2024 - Springer
The surface of solar cell products is critically sensitive to existing defects, leading to the loss
of efficiency. Finding any defects in the solar cell is a significantly important task in the …