SensorFault-Bench

Zenodo (CERN European Organization for Nuclear Research)

Abstract

SensorFault-Bench evaluates forecasting architectures and robustness-improvement methods for cyber-physical systems under controlled sensor faults on real input histories. It reports worst-scenario degradation, clean mean squared error, and worst-scenario fault-time mean squared error.

Authors 6

1. Alexander Windmann

   Helmut Schmidt University

   Affiliation as printed

   Helmut Schmidt University

2. Philipp Wittenberg

   Helmut Schmidt University

   Affiliation as printed

   Helmut Schmidt University

3. Gianluca Manca

   Ruhr University Bochum

   Affiliation as printed

   Ruhr University Bochum

4. Marcel Dix
   Affiliation as printed

   ABB Corporate Research

5. Jens Uwe Brandt Aachen

   TH Köln - University of Applied Sciences · Leiden University

   Affiliation as printed

   TH Köln, Leiden University

6. Oliver Niggemann

   Helmut Schmidt University

   Affiliation as printed

   Helmut Schmidt University