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Papers matching “machine tool wear” 75

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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 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 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
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
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
Tool-holder integrated printed piezoceramic sensors for process state classification and tool-wear progress evaluation in turning
2025 Procedia CIRP article Engineering Advanced machining processes and optimization Open access

Miguel Panesso, Jan Berthold, Lucas Hamm, Zongshuo Li, Welf‐Guntram Drossel, Thomas Bergs

0

citations
Investigation of the influence of process parameters and cutting tool material on the tool wear in hard skiving of internal gears
2026 Procedia CIRP article Engineering Advanced machining processes and optimization Open access

Mareike Davidovic, Thomas Bergs

0

citations
Experimental and Finite Element Analysis of adapted cutting fluid supply on tool temperature and wear progression in Inconel 718 turning
2025 Journal of Manufacturing Processes article Engineering Advanced machining processes and optimization Open access

Hui Liu, Markus Meurer, Thomas Bergs

16

citations
Tool wear progression of SiAlON ceramic end mills in five-axis high-feed rough machining of an Inconel 718 BLISK
2021 Procedia CIRP article Engineering Advanced machining processes and optimization Open access

David Welling, Tommy Venek, Philipp Ganser, Thomas Bergs

22

citations
Deep learning and rule-based image processing pipeline for automated metal cutting tool wear detection and measurement
2022 IFAC-PapersOnLine article Engineering Advanced machining processes and optimization Open access

Carsten Holst, Taha Berk Yavuz, Pranjul Gupta, Philipp Ganser, Thomas Bergs

21

citations
Assessment of process monitoring systems for tool wear in broaching of fir-tree slots
2026 Procedia CIRP article Engineering Advanced machining processes and optimization Open access

Christoph Zachert, Markus Meurer, Thomas Bergs

3

citations
Influence of the Tool Wear on the Quality and Service Life of Gears for the Geared Turbofan Technology Machined by Five-Axis Milling
2022 Journal of Engineering for Gas Turbines and Power article Engineering Advanced machining processes and optimization

Christoph Zachert, Thomas Lakner, René Greschert, Daniel Schraknepper, Thomas Bergs

2

citations
Experimental analysis on the influence of the tool micro geometry on the wear behavior in gear hobbing
2023 The International Journal of Advanced Manufacturing Technology article Engineering Advanced machining processes and optimization Open access

Felix Kühn, Steffen Hendricks, Nico Troß, Jens Brimmers, Thomas Bergs

11

citations
Deep Learning Approach for Enhanced Transferability and Learning Capacity in Tool Wear Estimation
2024 Procedia CIRP article Engineering Advanced machining processes and optimization Open access

Zongshuo Li, Markus Meurer, Thomas Bergs

3

citations
Reduction of adhesive wear in shear cutting and deep drawing via tailored extreme high-speed laser material deposition tool coatings
2026 Materials & Design article Materials Science Metal Alloys Wear and Properties Open access

Kevin Prüfer, Bastian Stiegeler, Eduard Weisser, Viktor Glushych, Christoph Hartmann, Wolfram Volk

1

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
Evaluation of the influence of different milling parameters and tool wear on the rim zone of a 5-axis milled large gear
2022 Procedia CIRP article Engineering Advanced machining processes and optimization Open access

Christoph Zachert, René Greschert, Daniel Schraknepper, Jens Brimmers, Thomas Bergs

4

citations
Analysis of tool wear in face hobbing plunging manufacturing processes
2022 Procedia CIRP article Engineering Advanced machining processes and optimization Open access

Jens Brimmers, Thomas Bergs

2

citations
Digital image processing with deep learning for automated cutting tool wear detection
2020 Procedia Manufacturing article Computer Science Advanced Neural Network Applications Open access cited by 2 patents

Thomas Bergs, Carsten Holst, Pranjul Gupta, Thorsten Augspurger

172

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
Wear Prognosis of TiAlCrSiN coated Inserts for Turning High-Strength Steels
2026 Procedia CIRP article Engineering Advanced machining processes and optimization Open access

Kirsten Bobzin, C. Kalscheuer, Muhammad Tayyab, Thomas Bergs, Markus Meurer, Mustapha Abouridouane, +1 more

1

citations
A Novel Test Bench to Investigate the Effects of the Tool Rotation on Cutting Fluid Jets to Improve the Tool Design via Additive Manufacturing
2020 Procedia CIRP article Engineering Advanced machining processes and optimization Open access

Thomas Lakner, Thomas Bergs, Daniel Schraknepper

8

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
Oxidation and wear behavior of CrAlMoN with varied Mo-content for cutting Ti6Al4V
2023 Production Engineering article Engineering Metal and Thin Film Mechanics Open access

Kirsten Bobzin, C. Kalscheuer, Nina Stachowski, Jan Dege, Wolfgang Hintze, Carsten Möller, +1 more

2

citations
Quantification of wear on gear cutting tools using computer vision methods
2025 Forschung im Ingenieurwesen article Engineering Advanced machining processes and optimization Open access

Melina Kamratowski, Christopher Janßen, Thomas Bergs

4

citations