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Author

Alexander Diedrich

2 papers indexed here

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Conference Open access Sep 2026

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...

Friederike Bruns, Alexander Diedrich, Andreas Rauh et al. · 0 citations
#artificial intelligence Preprint Nov 2026

Reconstruction-Based Diagnosis through G\"odel-Regularized Virtual Observability

Not every component in a technical system can be equipped with sensors. Hence, when a fault occurs, available sensors often detect it only after its effects have propagated. This makes the isolation of faults difficult. We approach this problem by introducing virtual sensors. For each combination of component and fault...

Oliver Niggemann, Jonas Ehrhardt, Alexander Diedrich · 0 citations

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