Yıldırım Özüpak

Physics-guided attention neural network for interpretable and robust photovoltaic fault classification with strict external validation

Accurate and interpretable fault diagnosis in photovoltaic (PV) systems is essential for improving operational reliability and reducing energy losses. This study proposes a Physics-Guided Attention Neural Network (PGANN) for three-class PV fault classification, including Open-cir...