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Machine Fault Diagnosis Techniques Sign in to save

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Aachen papers (primary topic)

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767

Citations

108

Aachen authors

Patent citations

Papers per year

Papers 81

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Experimental Investigation of Crack Detection in Ring Gears of Wind Turbine Gearboxes Using Acoustic Emissions
2023 Journal of Vibration Engineering & Technologies article Engineering Machine Fault Diagnosis Techniques

Félix Leaman, Cristián Molina Vicuña, Elisabeth Clausen

9

citations
Estimation of rotor and main bearing loads using artificial neural networks
2022 Journal of Physics Conference Series conference-paper Engineering Machine Fault Diagnosis Techniques Open access

Amin Loriemi, Georg Jacobs, Dennis Bosse

8

citations
Classification of gear pitting damage using vibration measurements
2021 tm - Technisches Messen article Engineering Machine Fault Diagnosis Techniques

Mateusz Grzeszkowski, Sebastian Nowoisky, Philipp Scholzen, Gregor Kappmeyer, Clemens Gühmann, Jens Brimmers, +1 more

8

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
Condition monitoring of wind turbine drivetrains: state-of-the-art technologies, recent trends, and future outlook
2026 Wind energy science article Engineering Machine Fault Diagnosis Techniques Open access

Kayacan Kestel, Xavier Chesterman, Donatella Zappalá, Simon Watson, Mingxin Li, Edward Hart, +18 more

7

citations
Classification of Inter-Turn Short Circuit Faults in Field-Oriented Controlled Electrical Machines using Convolutional Neural Networks
2023 IEEE International Electric Machines & Drives Conference (IEMDC) conference-paper Engineering Machine Fault Diagnosis Techniques

Pablo Garcia Soler, Xinyi Yu, Rik W. De Doncker

7

citations
Detection of Broken Rotor Bars in Induction Machines using Machine Learning Methods
2021 IEEJ Journal of Industry Applications article Engineering Machine Fault Diagnosis Techniques Open access

Stefan Quabeck, Wenbo Shangguan, Daniel Scharfenstein, Rik W. De Doncker

7

citations
Design of a fully integrated sensor system of a plain bearing
2024 Forschung im Ingenieurwesen article Engineering Machine Fault Diagnosis Techniques Open access

Janek Paeßens, Karl-Heinz Kratz, Tobias Gemmeke, Kevin Kauth, Thao Baszenski, Benjamin Lehmann, +1 more

6

citations
Early stage white etching crack identification using artificial neural networks
2021 Forschung im Ingenieurwesen article Engineering Machine Fault Diagnosis Techniques Open access

Xiaodi Liu, Baher Azzam, Freia Harzendorf, Ralf Schelenz, Kay Hameyer, Georg Jacobs

6

citations
A spatio-temporal hybrid method with multi-scale BiTCN and modified informer for remaining useful life prediction
2025 Journal of Intelligent Manufacturing article Engineering Machine Fault Diagnosis Techniques

Jie Wang, Zhong Lu, Tianxiang Huang, Kai‐Uwe Schröder

5

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
Degradation assessment of wind turbine based on additional load measurements
2024 Renewable Energy article Engineering Machine Fault Diagnosis Techniques

Yifei Wang, Rui He, Wilhelm Schünemann, Zhigang Tian, Jinqiu Pan, Ralf Schelenz

5

citations
Usability of SCADA as predictive maintenance for wind turbines
2021 Forschung im Ingenieurwesen article Engineering Machine Fault Diagnosis Techniques Open access

Björn Roscher, Ralf Schelenz

5

citations
Source Component Shift Detection & Classification for Improved Remaining Useful Life Estimation in Alarm-Based Predictive Maintenance
2023 International Conference on Control, Automation and Systems (ICCAS) conference-paper Engineering Machine Fault Diagnosis Techniques Open access

Kiavash Fathi, Marcin Sadurski, Tobias Kleinert, Hans Wernher van de Venn

5

citations
Condition Monitoring System for Planetary Journal Bearings in Wind Turbines Based on Surface Acoustic Wave Measurements—Validation on a System Level
2025 Sensors article Engineering Machine Fault Diagnosis Techniques Open access

Thomas Decker, Georg Jacobs, Timothy J. Scholz, Julian Röder, Martin Knops, J. Blumenthal, +1 more

4

citations
Experimental study on the condition monitoring of planetary journal bearings in wind turbine gearboxes using the surface acoustic wave method
2025 Forschung im Ingenieurwesen article Engineering Machine Fault Diagnosis Techniques Open access

Thomas Decker, Georg Jacobs, Julian Röder, Timothy J. Scholz, Christoph Paridon, Tim Schröder

4

citations
Stator Inter-Turn Fault Diagnosis in Inverter-Fed Permanent Magnet Synchronous Machines Using High-Frequency Voltage Injection
2022 International Conference on Electrical Machines and Systems (ICEMS) conference-paper Engineering Machine Fault Diagnosis Techniques

Xinyi Yu, Đức Anh Phạm, Xinglin Li, Rik W. De Doncker

4

citations
Classification of Tolerances in Permanent Magnet Synchronous Machines With Machine Learning
2023 IEEE Transactions on Energy Conversion article Engineering Machine Fault Diagnosis Techniques

Kay Hameyer

4

citations
Smart Predictive Maintenance Strategy Based on Cyber-Physical Systems for Centrifugal Pumps: A Bearing Vibration Analysis
2020 SSRN Electronic Journal preprint Engineering Machine Fault Diagnosis Techniques Open access

Mahdi Karami, Reinhard Madlener

4

citations
End-to-End Pipeline for Uncertainty Quantification and Remaining Useful Life Estimation: An Application on Aircraft Engines
2022 PHM Society European Conference conference-paper Engineering Machine Fault Diagnosis Techniques Open access

Marios Kefalas, Bas van Stein, Mitra Baratchi, Asteris Apostolidis, Thomas Bäck

4

citations

Most active Aachen authors

Georg Jacobs 4,239 citations overall
26 papers
Florian König 908 citations overall
8 papers
Thomas Decker 66 citations overall
8 papers
Rik W. De Doncker 23,728 citations overall
6 papers
Martin Knops 756 citations overall
6 papers
Dennis Bosse 703 citations overall
6 papers
Kai‐Uwe Schröder 2,963 citations overall
5 papers
Katharina Schmitz 931 citations overall
5 papers
Ralf Schelenz 721 citations overall
5 papers
Tobias Kleinert 408 citations overall
5 papers
Benjamin Lehmann 216 citations overall
5 papers
Julian Röder 150 citations overall
5 papers
Thao Baszenski 106 citations overall
5 papers
Amin Loriemi 63 citations overall
5 papers
Faried Makansi 37 citations overall
5 papers

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Papers per year

Papers 81

Most active Aachen authors

Machine Fault Diagnosis Techniques Sign in to save