Open access
Jul 2026
A hybrid convolutional-transformer neural network model for photovoltaic fault detection and localization
A novel fault detection and localization method that leverages deep learning techniques for PV systems is proposed, a hybrid semantic segmentation method that combines Convolutional Neural Networks (CNN) and multi-level transformer neural networks.
E. A. Ramadan, Nada M. Moawad, B. Abou-Zalam et al.
· Scientific Reports · 1 citation