Semantic segmentation method of photovoltaic cell microcracks based on EL polarization imaging

Defect detection and quantification in electroluminescence images of solar PV modules using U-net semantic segmentation

Lawrence E Pratt, Devashen Govender, Richard Klein · Renewable Energy · 2021 · 117 citations

Computing, Computer Science, Electrical Engineering +17

Improved outdoor thermography and processing of infrared images for defect detection in PV modules

M. Waqar Akram, Guiqiang Li, Yi Jin et al. · Solar Energy · 2019 · 91 citations

Engineering, Electrical Engineering, Heat Transfer +16

Automated Defect Detection and Localization in Photovoltaic Cells Using Semantic Segmentation of Electroluminescence Images

Joseph Fioresi, Dylan J. Colvin, Rafaela Frota et al. · IEEE Journal of Photovoltaics · 2021 · 90 citations · Full text

Computing, Computer Science, Materials Science +17

Nondestructive characterization of solar PV cells defects by means of electroluminescence, infrared thermography, I–V curves and visual tests: Experimental study and comparison

Sara Gallardo-Saavedra, Luís Hernández-Callejo, M.C. Alonso‐García et al. · Energy · 2020 · 83 citations

Engineering, Electrical Engineering, Materials Science +17

Fault diagnosis using variational autoencoder GAN and focal loss CNN under unbalanced data

Weihan Li, Dunke Liu, Yang Li et al. · Structural Health Monitoring · 2024 · 81 citations

Computing, Computer Science, Computer Vision +16