Potential measurement techniques for photovoltaic module failure diagnosis: A review

MM Rahman, I Khan, K Alameh - Renewable and Sustainable Energy …, 2021 - Elsevier
Various characterization methods are used for the detection of PV (photovoltaic) module
defects. However, these methods yield different results with varying uncertainties …

Progress in module level quantitative electroluminescence imaging of crystalline silicon PV module: A review

VE Puranik, R Kumar, R Gupta - Solar Energy, 2023 - Elsevier
Electroluminescence (EL) imaging is a prominent tool for obtaining qualitative and
quantitative information of defects and degradations in a crystalline silicon (c-Si) PV module …

[HTML][HTML] The impact of cracks on photovoltaic power performance

M Dhimish, V Holmes, B Mehrdadi, M Dales - Journal of Science …, 2017 - Elsevier
This paper demonstrates a statistical analysis approach, which uses T-test and F-test for
identifying whether the crack has significant impact on the total amount of power generated …

CNN-based deep learning approach for micro-crack detection of solar panels

MR Rahman, S Tabassum, E Haque… - … for Industry 4.0 (STI), 2021 - ieeexplore.ieee.org
With the growing popularity and decreasing cost of solar power, crystalline solar panels
have been widely adopted in residential and commercial applications. Increased production …

Photoluminescence for defect detection on full-sized photovoltaic modules

B Doll, J Hepp, M Hoffmann, R Schüler… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
Cost-effective, fast, and nondestructive on-site characterization of photovoltaic plants is
required to determine countermeasures against power loss, defects, or safety problems …

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 …

Photovoltaic module current mismatch fault diagnosis based on IV data

M Ma, Z Zhang, P Yun, Z Xie, H Wang… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
Frequent faults of photovoltaic (PV) modules will affect the power generation efficiency and
service life of the system. In particular, PV module current mismatch faults will cause the …

A comprehensive evaluation on types of microcracks and possible effects on power degradation in photovoltaic solar panels

M Bdour, Z Dalala, M Al-Addous, A Radaideh… - Sustainability, 2020 - mdpi.com
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 …

Quantitative electroluminescence imaging analysis for performance estimation of PID-influenced PV modules

KG Bedrich, W Luo, M Pravettoni… - IEEE Journal of …, 2018 - ieeexplore.ieee.org
An empirical method for estimating relative power losses caused by potential-induced
degradation (PID) for p-type solar cells and modules using quantitative electroluminescence …

Adaptive automatic solar cell defect detection and classification based on absolute electroluminescence imaging

Y Wang, L Li, Y Sun, J Xu, Y Jia, J Hong, X Hu, G Weng… - Energy, 2021 - Elsevier
Current defect inspection methods for photovoltaic (PV) devices based on
electroluminescence (EL) imaging technology lack juggling both labor-saving and in-depth …