Work

SensorFault-Bench

Year: 2026

Type: software

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.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.23803362

Authors: Windmann, Alexander, Wittenberg, Philipp, Manca, Gianluca, Dix, Marcel, Brandt, Jens U., Niggemann, Oliver

Institutions: Helmut Schmidt University, Ruhr University Bochum, TH Köln - University of Applied Sciences, Leiden University

Language: English

Topic: Fault Detection and Control Systems

Subfield: Control and Systems Engineering

Field: Engineering

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W7224735537

Cites:

Cited by:

Related to: 10