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 …
becoming ever more prominent. Its success can provide a considerable economic benefit …
Deep residual network based fault detection and diagnosis of photovoltaic arrays using current-voltage curves and ambient conditions
Automatic fault detection and diagnosis techniques for photovoltaic arrays are crucial to
promote the efficiency, reliability and safety of photovoltaic systems. In recent decades …
promote the efficiency, reliability and safety of photovoltaic systems. In recent decades …
Potential induced degradation in photovoltaic modules: A review of the latest research and developments
Photovoltaic (PV) technology plays a crucial role in the transition towards a low-carbon
energy system, but the potential-induced degradation (PID) phenomenon can significantly …
energy system, but the potential-induced degradation (PID) phenomenon can significantly …
A lightweight network for photovoltaic cell defect detection in electroluminescence images based on neural architecture search and knowledge distillation
J Zhang, X Chen, H Wei, K Zhang - Applied Energy, 2024 - Elsevier
Nowadays, the rapid development of photovoltaic (PV) power stations requires increasingly
reliable maintenance and fault diagnosis of PV modules in the field. Due to the …
reliable maintenance and fault diagnosis of PV modules in the field. Due to the …
[HTML][HTML] Solar cells micro crack detection technique using state-of-the-art electroluminescence imaging
In this article, we present the development of a novel technique that is used to enhance the
detection of micro cracks in solar cells. Initially, the output image of a conventional …
detection of micro cracks in solar cells. Initially, the output image of a conventional …
Investigating the impact of cracks on solar cells performance: Analysis based on nonuniform and uniform crack distributions
M Dhimish, V d'Alessandro… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The article investigates the detrimental effect of nonuniform and uniform crack distributions
over a solar cell in terms of open-circuit voltage (), short-circuit current density (), and output …
over a solar cell in terms of open-circuit voltage (), short-circuit current density (), and output …
Micro-cracks detection of solar cells surface via combining short-term and long-term deep features
The machine vision based methods for micro-cracks detection of solar cells surface have
become one of the main research directions with its efficiency and convenience. The existed …
become one of the main research directions with its efficiency and convenience. The existed …
A comprehensive evaluation on types of microcracks and possible effects on power degradation in photovoltaic solar panels
Photovoltaic (PV) panels installation has become one of the major technologies used for
energy production worldwide. Knowledge and competitive prices are the main reasons for …
energy production worldwide. Knowledge and competitive prices are the main reasons for …
Automatic defect inspection for monocrystalline solar cell interior by electroluminescence image self-comparison method
J Xu, Y Liu, Y Wu - IEEE Transactions on Instrumentation and …, 2021 - ieeexplore.ieee.org
The monocrystalline solar cell (MSC) interior is prone to miscellaneous defects that affect
energy conversion efficiency and even cause fatal damage to the photovoltaic module. In …
energy conversion efficiency and even cause fatal damage to the photovoltaic module. In …
A Novel Fuzzy Neural Network Architecture Search Framework for Defect Recognition With Uncertainties
Defect recognition is an important task in intelligent manufacturing. Due to the subjectivity of
human annotation, the collected defect data usually contains a lot of noise and …
human annotation, the collected defect data usually contains a lot of noise and …