Search Results - "Groche, Peter"

Data-Efficient Machine Learning for Straightening Processes in Roll Forming Using FEA Data.

Authors: Hofmann, Johannes Reining, Patrick Groche, Peter

Source: Applied Sciences (2076-3417); May2026, Vol. 16 Issue 10, p5024, 19p

Development of Robust Machine Learning Models for Tool-Wear Monitoring in Blanking Processes Under Data Scarcity.

Authors: Hofmann, Johannes Veitenheimer, Ciarán-Victor Fei, Chenkai et al.

Source: Applied Sciences (2076-3417); Oct2025, Vol. 15 Issue 19, p10323, 13p

Improved Tribological Properties of Blanking Punches for Copper Alloys Utilizing Deterministic Surface Texturing by Machine Hammer Peening.

Authors: Schumann, Philipp Arne, Viktor Groche, Peter

Source: Coatings (2079-6412); Feb2025, Vol. 15 Issue 2, p136, 15p

Controlling Product Properties in Forming Processes Using Reinforcement Learning—An Application to V-Die Bending.

Authors: Veitenheimer, Ciarán-Victor Molitor, Dirk Alexander Arne, Viktor et al.

Source: Applied Sciences (2076-3417); May2025, Vol. 15 Issue 10, p5483, 18p

Springback and Wrinkle Control in Deep Drawing of Paperboard with Segmented Blank Holder.

Authors: Brunk, Cédric Groche, Peter

Source: BioResources. 2026, Vol. 21 Issue 2, p2832-2850. 19p.

Optimizing machine learning models for uncertain manufacturing environments in sheet metal forming.

Authors: Veitenheimer, Ciarán-Victor Hofmann, Johannes Kubik, Christian et al.

Source: Production Engineering (09446524); May2026, Vol. 20 Issue 2, p1-10, 10p

Structured representation of simulation and annotation data for machine learning in forming technologies.

Authors: Schumann, Markus Moske, Jonas Wüst, Antonia et al.

Source: Production Engineering (09446524); May2026, Vol. 20 Issue 2, p1-18, 18p

Camera-based feature extraction and uncertainty analysis in deep drawing in progressive dies.

Authors: Schumann, Markus Moske, Jonas Wüst, Antonia et al.

Source: Production Engineering (09446524); May2026, Vol. 20 Issue 2, p1-11, 11p

Impact of Sample Size and Deformation Measurement Techniques on Uniaxial Tensile Testing of Fiber-Based Materials.

Authors: Leng, Yuchen Sanjon, Cedric W. Groche, Peter et al.

Source: Materials (1996-1944). Mar2026, Vol. 19 Issue 6, p1197. 20p.

Effect of Shortened Post Weld Heat Treatment on the Laser Welded AA7075 Alloy.

Authors: Suckow, Timon Völkers, Stephan Bütev Öcal, Ezgi et al.

Source: Metals (2075-4701); Mar2022, Vol. 12 Issue 3, p393, 17p

Smart sheet metal forming: importance of data acquisition, preprocessing and transformation on the performance of a multiclass support vector machine for predicting wear states during blanking.

Authors: Kubik, Christian Knauer, Sebastian Michael Groche, Peter

Source: Journal of Intelligent Manufacturing; Jan2022, Vol. 33 Issue 1, p259-282, 24p

Cavity Design for Surface Textured Sheets in Metal Forming.

Authors: Schumann, Philipp Martin, Daniel Serra, Otavio Moro et al.

Source: MATEC Web of Conferences; 5/7/2025, Vol. 408, p1-6, 6p

Inline Wear Detection in High-Speed Progressive Dies Using Photometric Stereo.

Authors: Moske, Jonas Kutlu, Hasan Steinmeier, Adrian et al.

Source: MATEC Web of Conferences; 5/7/2025, Vol. 408, p1-6, 6p

Deposition of Nanoscopically Smooth DLC Tool Coatings for Dry Forming of Aluminum Sheets.

Authors: Abraham, Tim Bialuch, Ingmar Bräuer, Günter et al.

Source: JOM: The Journal of The Minerals, Metals & Materials Society (TMS); Jul2020, Vol. 72 Issue 7, p2504-2510, 7p, 1 Color Photograph, 1 Black and White Photograph, 1 Illustration, 1 Diagram, 2 Charts, 1 Graph

Dry Deep Drawing of Aluminum and the Influence of Sheet Metal Roughness.

Authors: Flegler, Felix Groche, Peter Abraham, Tim et al.

Source: JOM: The Journal of The Minerals, Metals & Materials Society (TMS); Jul2020, Vol. 72 Issue 7, p2511-2516, 6p, 2 Color Photographs, 1 Black and White Photograph, 2 Charts, 1 Graph

Higher Drawing Depth and Less Wrinkling Due to Drawbeads in Paperboard Forming.

Authors: Jessen, Nicola Groche, Peter

Source: BioResources. 2025, Vol. 20 Issue 1, p1399-1412. 14p.

Identifying productivity-limiting factors in progressive die stamping: data-driven methodology for process optimization.

Authors: Molitor, Dirk Alexander Kokozinski, Andre Kubik, Christian et al.

Source: Production Engineering (09446524); Jun2025, Vol. 19 Issue 3, p575-587, 13p

Machine learning based operator assistance in roll forming.

Authors: Hofmann, Johannes Becker, Marco Kubik, Christian et al.

Source: Production Engineering (09446524); Apr2025, Vol. 19 Issue 2, p283-294, 12p

Effect of cavity design on textured tool surfaces in sheet metal forming.

Authors: Schumann, Philipp Martin, Daniel Moro Serra, Otavio et al.

Source: Manufacturing Review; 2025, Vol. 12, p1-15, 15p

Photometric stereo for tool wear monitoring: addressing challenges of specular surfaces in sheet metal forming.

Authors: Moske, Jonas Kutlu, Hasan Groenewold, Phil et al.

Source: Manufacturing Review; 2025, Vol. 12, p1-14, 14p