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Papers matching “machine condition monitoring” 163

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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
Simulation-Based Data Sampling for Condition Monitoring of Fluid Power Drives
2021 IOP Conference Series Materials Science and Engineering conference-paper Engineering Machine Fault Diagnosis Techniques Open access

Faried Makansi, Katharina Schmitz

19

citations
Prior Knowledge-Embedded Machine Learning-Driven Cutting Force Monitoring in Machinery Industry
2022 International Conference on Electrical, Computer and Energy Technologies (ICECET) conference-paper Engineering Advanced machining processes and optimization

Ziqi Huang, Tiandong Xi, Marcel Fey, Christian Brecher

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
Condition Monitoring of Ball-Screw Drives Based on Frequency Shift
2020 IEEE/ASME Transactions on Mechatronics article Engineering Gear and Bearing Dynamics Analysis

Tiandong Xi, Sebastian Kehne, Tomoya Fujita, Alexander Epple, Christian Brecher

32

citations
Process Independent Condition Monitoring of Hydraulic Systems via Data-Centric Transfer Learning
2026 IEEE Access article Engineering Machine Fault Diagnosis Techniques Open access

Abid Abdul Azeez, Faried Makansi, Danila Goncharenko, Katharina Schmitz, Omar Hegazy, Tatiana A. Minav

1

citations
Condition monitoring of roller bearings using acoustic emission
2021 Wind energy science article Engineering Machine Fault Diagnosis Techniques Open access

Daniel Cornel, Francisco Gerardo Antonio Gutierrez Guzman, Georg Jacobs, Stephan Neumann

33

citations
Condition Monitoring of roller bearings using Acoustic Emission
2020 preprint Engineering Machine Fault Diagnosis Techniques Open access

Daniel Cornel, Francisco Gerardo Antonio Gutierrez Guzman, Georg Jacobs, Stephan Neumann

2

citations
Data-Driven Condition Monitoring of a Hydraulic Press Using Supervised Learning and Neural Networks
2022 Energies article Engineering Machine Fault Diagnosis Techniques Open access cited by 1 patent

Faried Makansi, Katharina Schmitz

12

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
Cost Analysis of a Condition Monitoring System for Journal Bearings in Wind Turbine Gearboxes
2026 Journal of Physics Conference Series conference-paper Engineering Machine Fault Diagnosis Techniques Open access

Thomas Decker, Georg Jacobs, Martin Knops, Julian Röder

1

citations
Sensor integrating plain bearings: design of an energy-autonomous, temperature-based condition monitoring system
2023 Forschung im Ingenieurwesen article Engineering Tribology and Lubrication Engineering Open access

Thao Baszenski, Kevin Kauth, Karl-Heinz Kratz, Francisco Gerardo Antonio Gutierrez Guzman, Georg Jacobs, Tobias Gemmeke

18

citations
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
Predicting disease outcomes from remote monitoring using machine learning: a systematic review
2026 BMC Medical Informatics and Decision Making review Health Professions Artificial Intelligence in Healthcare Open access

Jonas Wolber, Andreas Schuppert, Martin Mücke, Julia Sellin

0

citations
Condition Classification of Fibre Ropes during Cyclic Bend over Sheave testing Using Machine Learning
2022 International Journal of Prognostics and Health Management article Engineering Mechanical stress and fatigue analysis Open access

Shaun Falconer, Thomas Bäck, Ellen Nordgård-Hansen, Geir Grasmo

0

citations
Explainable neural network for time series-based condition monitoring in sheet metal shearing
2025 Journal of Intelligent Manufacturing article Engineering Machine Fault Diagnosis Techniques Open access

Marco Becker, Philipp Niemietz, Thomas Bergs

2

citations
Potential and challenges of tool condition monitoring in gear hobbing
2022 Forschung im Ingenieurwesen article Engineering Advanced machining processes and optimization Open access

Steffen Hendricks, Nico Troß, Jens Brimmers, Thomas Bergs

3

citations
Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions
2020 Sensors article Engineering Reliability and Maintenance Optimization Open access cited by 7 patents

Martin W. Hoffmann, Stephan Wildermuth, Ralf Gitzel, Aydin Boyaci, Jörg Gebhardt, Holger Kaul, +11 more

114

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, +19 more

0

citations
Federated two-stage machine learning model for ultrasonic guided wave structural health monitoring of composite structures
2025 conference-paper Engineering Ultrasonics and Acoustic Wave Propagation

Lukas Jilke, Emy Arts, Florian Raddatz, Norbert Hosters, Marek Behr, Gerko Wende

0

citations
ESAFORM Benchmark 2025: predicting stainless steel PBF-LB part density using statistical, data-driven, and physics-informed machine learning models derived from process parameters and in-situ monitoring data
2026 International Journal of Material Forming article Engineering Additive Manufacturing Materials and Processes Open access cited by 1 patent

Medad C.C. Monu, Éanna McCarthy, Abhilash Puthanveettil Madathil, Josiah Cherian Chekotu, Irina Ilic, Merve Nur Doğu, +14 more

4

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
Process Independent Condition Monitoring of Hydraulic Systems via Data-Centric Transfer Learning
2026 IEEE Access article Engineering Machine Fault Diagnosis Techniques Open access

Abid Abdul Azeez, Faried Makansi, Danila Goncharenko, Katharina Schmitz, Omar Hegazy, Tatiana A. Minav

0

citations
Condition Monitoring System for Planetary Journal Bearings in Wind Turbines Based on Surface Acoustic Wave Measurements—Validation on a System Level
2026 RWTH Publications (RWTH Aachen) article Engineering Machine Fault Diagnosis Techniques Open access

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

0

citations
Virtual sensor based on machine learning for estimating gearbox input loads in wind turbines
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Machine Fault Diagnosis Techniques Open access

Baher Azzam

0

citations