Oliver Niggemann
Helmut Schmidt University(DE)
Publications by Year
Research Areas
Flexible and Reconfigurable Manufacturing Systems, Fault Detection and Control Systems, Anomaly Detection Techniques and Applications, Digital Transformation in Industry, Manufacturing Process and Optimization
Most-Cited Works
- → Learning Behavior Models for Hybrid Timed Systems(2021)84 cited
- Data-Driven Monitoring of Cyber-Physical Systems Leveraging on Big Data and the Internet-of-Things for Diagnosis and Control.(2015)
- → System modeling based on machine learning for anomaly detection and predictive maintenance in industrial plants(2014)68 cited
- → Automatic Parameter Estimation for Reusable Software Components of Modular and Reconfigurable Cyber-Physical Production Systems in the Domain of Discrete Manufacturing(2017)65 cited
- → Self-Organizing Maps for Anomaly Localization and Predictive Maintenance in Cyber-Physical Production Systems(2018)56 cited
- → On the Nature of Structure and Its Identification(1999)48 cited
- → Big Data Analysis of Manufacturing Processes(2015)47 cited
- → Identifying behavior models for process plants(2011)46 cited
- → Using behavior models for anomaly detection in hybrid systems(2011)41 cited
- → Towards Industrie 4.0 compliant configuration of condition monitoring services(2017)39 cited