Defects

Summary analysis table of photovoltaic panel defects

The table below summarizes the common types of EL-detected defects in PV modules, their imaging characteristics, physical causes, and potential impacts: Detailed Analysis of Major Defect Types 1. Cracks. The PV failure fact sheets (PVFS, Annex 1) summarise some of the most important aspects of single failures. The target audience of these PVFSs are PV planners, installers, investors, independent experts and insurance companies, and anyone interested in a brief description of failures with examples. . This dataset contains labeled images of photovoltaic (PV) panels across 6 defect classes. The dataset was created as part of an educational and research project to compare machine learning classifiers and hybrid deep learning approaches for automatic PV defect detection.

[PDF Version]