Author

E. A. Ramadan

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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