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Papers matching “machine tool data” 79

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A GAN-Based Multi-Sensor Data Augmentation Technique for CNC Machine Tool Wear Prediction
2023 IEEE Access article Engineering Advanced machining processes and optimization Open access

Yuechi Jiang, Benny Drescher, Guoguang Yuan

23

citations
Tool wear monitoring in roughing and finishing processes based on machine internal data
2021 The International Journal of Advanced Manufacturing Technology article Engineering Advanced machining processes and optimization Open access

Tiandong Xi, Igor Medeiros Benincá, Sebastian Kehne, Marcel Fey, Christian Brecher

50

citations
A FE Model for the Efficient Simulation of the Thermo-Elastic Machine Tool Behavior
2024 International Journal of Precision Engineering and Manufacturing article Engineering Advanced Measurement and Metrology Techniques Open access

Christian Brecher, Mathias Dehn, Stephan Neus

7

citations
An Investigation of the Relationship Between Encoder Difference and Thermo-Elastic Machine Tool Deformation
2023 Journal of Machine Engineering article Engineering Advanced Measurement and Metrology Techniques Open access

Christian Brecher, Mathias Dehn, Stephan Neus

4

citations
Laser Tracker-Based on-the-Fly Machine Tool Calibration without Real-Time Synchronization
2023 Journal of Manufacturing and Materials Processing article Engineering Advanced Measurement and Metrology Techniques Open access

Mark P. Sanders, Matthias Bodenbenner, Philipp Dahlem, Dominik Emonts, Benjamin Montavon, Robert Heinrich Schmitt

0

citations
A Digital Perspective on Machine Tool Calibration
2020 International Journal of Automation Technology article Engineering Advanced Measurement and Metrology Techniques Open access

Benjamin Montavon, Philipp Dahlem, Martin Peterek, Robert Heinrich Schmitt

5

citations
Determination of mechanical properties of physical vapor deposition tool coatings using machine learning
2025 Wear article Engineering Metal and Thin Film Mechanics Open access

C. Kalscheuer, Kirsten Bobzin, Xianping Liu

7

citations
Structured representation of simulation and annotation data for machine learning in forming technologies
2026 Production Engineering article Engineering Digital Transformation in Industry Open access

Markus Schumann, Jonas Moske, Antonia Wüst, Felix Divo, Daria Gelbich, Philipp Niemietz, +3 more

0

citations
Thermal machine tool error prediction during milling
2023 Procedia CIRP article Engineering Advanced Measurement and Metrology Techniques Open access

Christian Brecher, Thomas Bergs, Franziska Plum, Hui Liu, Stephan Neus

1

citations
Capability analysis of the dynamic R-test measuring thermo-elastic errors of a five-axis machine tool
2025 CIRP journal of manufacturing science and technology article Engineering Advanced Measurement and Metrology Techniques Open access

Tae Hun Lee, Tim Klinkhammer, Daniel Zontar, Christian Brecher

3

citations
Diffusion Based Data Synthesis for Enhanced Tool Wear Segmentation
2026 Procedia CIRP article Engineering Advanced machining processes and optimization Open access

Zongshuo Li, Ding Huo, Markus Meurer, Thomas Bergs

0

citations
Tool Wear Prediction in Broaching Based on Tool Geometry
2024 Journal of Engineering for Gas Turbines and Power article Engineering Advanced machining processes and optimization

Christoph Zachert, Markus Meurer, Thomas Bergs

4

citations
Training Data Selection for Machine Learning-Enhanced Monte Carlo Simulations in Structural Dynamics
2022 Applied Sciences article Engineering Structural Health Monitoring Techniques Open access

Denny Thaler, Leonard Elezaj, Franz Bamer, Bernd A. Markert

19

citations
User independent tool for the analysis of data from tensile testing for database systems
2024 Materials Testing article Engineering Mechanical and Thermal Properties Analysis

Nima Babaei, Jing Wang, Elisabeth Kisseler, Marc Ackermann, Sebastian Wipp, Alexander Gramlich, +1 more

3

citations
Service-based tool lifecycle analysis based on AAS
2024 Procedia CIRP article Engineering Digital Transformation in Industry Open access

Steffen Wurm, Vincent Lohrmann, Philipp Blanke, Christian Fimmers, Oliver Petrović, Werner Herfs

3

citations
Success Factors for Value Creation in Industry 4.0 – a Comparison of two Field Studies in German Tool Machine Manufacturers and Start-Ups
2025 Procedia CIRP article Engineering Digital Transformation in Industry Open access

Eike Permin, Lina Castillo, Karl Lossie, Dennis Grunert, Robert Heinrich Schmitt, Carsten Wohlgemuth

0

citations
An extended LuGre model for estimating nonlinear frictions in feed drive systems of machine tools
2022 Procedia CIRP article Engineering Dynamics and Control of Mechanical Systems Open access

Tiandong Xi, Tomoya Fujita, Sebastian Kehne, Ryosuke Ikeda, Marcel Fey, Christian Brecher

20

citations
BIM-centred building diagnoses as a decision support tool for maintenance and repair
2022 e-Journal of Nondestructive Testing article Engineering BIM and Construction Integration Open access

Hendrik Morgenstern, Michael Raupach

5

citations
Asset Administration Shells in Tool Lifecycle Monitoring
2023 Procedia CIRP article Engineering Digital Transformation in Industry Open access

Christian Fimmers, Philipp Blanke, Oliver Petrović, Werner Herfs

8

citations
A Review on Enabling Technologies for Resilient and Traceable on-Machine Measurements
2020 Journal of Machine Engineering article Engineering Advanced Measurement and Metrology Techniques Open access

Philipp Dahlem, Dominik Emonts, Mark P. Sanders, Robert Heinrich Schmitt

8

citations
Investigation of thermally induced TCP-displacement under load of the machine axes in different areas
2022 Procedia CIRP article Engineering Advanced Measurement and Metrology Techniques Open access

Nico Bertaggia, Filippos Tzanetos, Daniel Zontar, Christian Brecher

5

citations
Detection of Roughing Tool Defects in Broaching of Fir-Tree Slots for Aerospace Engines Using Process Monitoring Systems
2026 Journal of Manufacturing and Materials Processing article Engineering Advanced machining processes and optimization Open access

Christoph Zachert, Markus Meurer, Thomas Bergs

0

citations
Influence of the interlayer and the substrate on the wear behavior of PVD tool coatings during turning of C60+N
2025 Wear article Engineering Metal and Thin Film Mechanics Open access

Benjamin Bergmann, Berend Denkena, Nico Junge, C. Kalscheuer, Kirsten Bobzin

0

citations
Influence of quality features, disturbances, sensor data, and measurement time on quality prediction for ultrasonic metal welding
2025 Welding in the World article Engineering Advanced Welding Techniques Analysis Open access

Florian W. Müller, Christian Mirz, Alexander Schiebahn, Uwe Reisgen

8

citations
Data-driven modeling of polymer electrolyte fuel cells: Towards predictive analytics with explainable artificial intelligence
2025 Energy and AI article Engineering Fuel Cells and Related Materials Open access

Ali Malek, Max Dreger, Nima Shaigan, Chaojie Song, Kourosh Malek, Jasna Janković, +1 more

21

citations