Andreas Rauh

Uncertainty-Aware Model Learning for Fault Diagnosis

Fault diagnosis in Cyber-Physical Systems (CPSs) is increasingly challenged by inevitable uncertainties such as sensor noise, incomplete system knowledge, and non-deterministic component interactions. These uncertainties obscure the boundary between nominal and faulty behaviour, complicating both fault detection and ro...