Uncertainty-aware deep learning for digital twin-driven monitoring: Application to fault detection in power lines

Laya Das, Blazhe Gjorgiev, Giovanni Sansavini

Deep neural networks (DNNs) are often coupled with physics-based models or data-driven surrogate models to perform fault detection and health monitoring of systems in the low data…