Search Results for author: Henrik S. Steude

Found 2 papers, 1 papers with code

Diagnosis driven Anomaly Detection for CPS

no code implementations27 Nov 2023 Henrik S. Steude, Lukas Moddemann, Alexander Diedrich, Jonas Ehrhardt, Oliver Niggemann

In Cyber-Physical Systems (CPS) research, anomaly detection (detecting abnormal behavior) and diagnosis (identifying the underlying root cause) are often treated as distinct, isolated tasks.

Anomaly Detection

Learning Physical Concepts in Cyber-Physical Systems: A Case Study

1 code implementation28 Nov 2021 Henrik S. Steude, Alexander Windmann, Oliver Niggemann

In Cyber-Physical Systems (CPS), ML can for example be used to optimize systems, to detect anomalies or to identify root causes of system failures.

Representation Learning Time Series Analysis +1

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