P. Schweitzer

Arc-FaultNet: A Lightweight Dual-Branch CNN with Channel and Cross-Attention for Generalizable Series Arc Fault Detection

The consistently strong performance across all protocols confirms the generalization capacity and architectural robustness of Arc-FaultNet, a lightweight dual-branch convolutional neural network that jointly exploits temporal and spectral representations of the line current through complementary attention mechanisms.