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Papers matching “machine learning anomaly detection” 27

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Machine learning based anomaly detection and classification of acoustic emission events for wear monitoring in sliding bearing systems
2020 Tribology International article Engineering Machine Fault Diagnosis Techniques cited by 1 patent

Florian König, Christopher Sous, Achraf Ouald Chaib, Georg Jacobs

156

citations
Detection of particle contamination and lubrication outage in journal bearings in wind turbine gearboxes using surface acoustic wave measurements and machine learning
2025 Forschung im Ingenieurwesen article Engineering Machine Fault Diagnosis Techniques Open access

Thomas Decker, Georg Jacobs, Malte Raddatz, Julian Röder, Jonas Betscher, Philipp Arneth

7

citations
Encryption-Aware Anomaly Detection in Power Grid Communication Networks
2024 IEEE PES Innovative Smart Grid Technologies Europe conference-paper Engineering Smart Grid Security and Resilience

Ömer Sen, Mehdi Akbari Gurabi, Milan Deruelle, Andreas Ulbig, Stefan Decker

6

citations
Encryption-Aware Anomaly Detection in Power Grid Communication Networks
2024 arXiv (Cornell University) preprint Engineering Smart Grid Security and Resilience Open access

Ömer Sen, Mehdi Akbari Gurabi, Milan Deruelle, Andreas Ulbig, Stefan Decker

0

citations
Benchmark Evaluation of Anomaly-Based Intrusion Detection Systems in the Context of Smart Grids
2023 IEEE PES Innovative Smart Grid Technologies Europe conference-paper Engineering Smart Grid Security and Resilience

Ömer Sen, Simon Glomb, Martin Henze, Andreas Ulbig

2

citations
Benchmark Evaluation of Anomaly-Based Intrusion Detection Systems in the Context of Smart Grids
2023 RWTH Publications (RWTH Aachen) conference-paper Engineering Smart Grid Security and Resilience Open access

Ömer Sen, Simon Glomb, Martin Henze, Andreas Ulbig

0

citations
Electricity demand anomaly detection and forecasting: a hybrid framework for improved grid management
2026 Technological Sustainability article Engineering Energy Load and Power Forecasting

Rishan Adha, Fety Widianti Aptasari, Ni Wayan Adelia Mutiara Asri, Budiman Budiman

0

citations
Physics-Informed Autoencoders with Intrinsic Differential Equations for Anomaly Detection in Industrial Processes
2024 Lecture notes in networks and systems conference-paper Engineering Fault Detection and Control Systems

Marcus J. Neuer, Andreas Wolff, Nils Hallmanns

0

citations
Anomaly Detection for the Automated Visual Inspection of PET Preform Closures
2021 IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) conference-paper Engineering Industrial Vision Systems and Defect Detection

Oliver Rippel, Peter Haumering, Johannes Brauers, Dorit Merhof

4

citations
Anomaly detection in urban drainage with stereovision
2022 Automation in Construction article Engineering Infrastructure Maintenance and Monitoring Open access

R.A. Luimes, Arno Knobbe, Thomas Bäck

12

citations
Generative AI in industrial machine vision: a review
2025 Journal of Intelligent Manufacturing article Engineering Industrial Vision Systems and Defect Detection Open access

Hans Aoyang Zhou, Dominik Wolfschläger, Constantinos Florides, Jonas Werheid, Hannes Behnen, Jan-Henrik Woltersmann, +4 more

34

citations
Generative AI in Industrial Machine Vision -- A Review
2024 arXiv (Cornell University) preprint Engineering Industrial Vision Systems and Defect Detection Open access

Hans Aoyang Zhou, Dominik Wolfschläger, Constantinos Florides, Jonas Werheid, Hannes Behnen, Jan-Henrik Woltersmann, +4 more

0

citations
Visualizing Street Pavement Anomalies through Fog Computing V2I Networks and Machine Learning
2022 Sensors article Engineering Infrastructure Maintenance and Monitoring Open access

Rogelio Bustamante-Bello, Alec García-Barba, Luis A. Arce-Sáenz, Luis A. Curiel-Ramirez, Javier Izquierdo-Reyes, Ricardo A. Ramírez-Mendoza

33

citations
Thermal imaging and artificial intelligence for preventive road safety: a digital traffic shadow approach to conflict detection
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Traffic and Road Safety Open access

Arnd Pettirsch

0

citations
The Impact of Energy Measurement in Fault Detection: A Preliminary Analysis of Load Profiling Capability
2024 IEEE International Instrumentation and Measurement Technology Conference conference-paper Engineering Machine Fault Diagnosis Techniques

Luca Tari, Giovanni Betta, Luigi Ferrigno, Antonello Monti, Ferdinanda Ponci

5

citations
An Approach of Replicating Multi-Staged Cyber-Attacks and Countermeasures in a Smart Grid Co-Simulation Environment
2021 IET conference proceedings. conference-paper Engineering Smart Grid Security and Resilience

Ömer Sen, S. N. Peters, Martin Henze

11

citations
An Approach of Replicating Multi-Staged Cyber-Attacks and Countermeasures in a Smart Grid Co-Simulation Environment
2021 arXiv (Cornell University) preprint Engineering Smart Grid Security and Resilience Open access

Ömer Sen, Dennis van der Velde, Sebastian N. Peters, Martin Henze

2

citations
On specification-based cyber-attack detection in smart grids
2022 Energy Informatics article Engineering Smart Grid Security and Resilience Open access

Ömer Sen, Dennis van der Velde, Maik Lühman, Florian Sprünken, Immanuel Hacker, Andreas Ulbig, +1 more

11

citations
ML-Pipeline for the Quality Assessment of Screwdriving Processes
2024 Procedia CIRP article Engineering Industrial Vision Systems and Defect Detection Open access

Martin Wende, Marcel Bender, Maik Frye, Dennis Grunert, Robert Heinrich Schmitt

2

citations
Detecting the extent of co-existing anomalies in additively manufactured metal matrix composites through explainable selection and fusion of multi-camera deep learning features
2025 Virtual and Physical Prototyping article Engineering Industrial Vision Systems and Defect Detection Open access

Mutahar Safdar, Gentry Wood, Max Zimmermann, Guy Lamouche, Priti Wanjara, Yaoyao Fiona Zhao

9

citations
Physics-Informed ML-based Chatter Detection for Thin-Walled Milling
2026 Procedia CIRP article Engineering Advanced machining processes and optimization Open access

Aakash Singh, Michał Słupczyński, Michal Kovac, Viktor Rudel, Stefan Decker, Thomas Bergs

0

citations
Automotive Diesel Engine Dataset Including Faults
2026 RWTH Publications (RWTH Aachen) dataset Engineering Machine Fault Diagnosis Techniques Open access

Tobias Brinkmann, Denis Yildirim, Carole Quérel, Joschka Schaub, Jakob Andert

0

citations
Automotive Diesel Engine Dataset Including Faults
2026 RWTH Publications (RWTH Aachen) dataset Engineering Machine Fault Diagnosis Techniques Open access

Tobias Brinkmann, Denis Yildirim, Carole Quérel, Joschka Schaub, Jakob Andert

0

citations
Investigation of Multi-Stage Attack and Defense Simulation for Data Synthesis
2023 International Conference on Smart Energy Systems and Technologies (SEST) conference-paper Engineering Smart Grid Security and Resilience Open access

Ömer Sen, Bozhidar Ivanov, Martin Henze, Andreas Ulbig

2

citations
AutoSourceID-FeatureExtractor
2023 Astronomy and Astrophysics article Engineering Astronomical Observations and Instrumentation Open access

Fiorenzo Stoppa, Paul M. Vreeswijk, Saptashwa Bhattacharyya, S. Caron, S. Bloemen, Gabrijela Zaharijaš, +5 more

5

citations