Dennis Grunert studied mechanical engineering and production technology at the Rheinisch-Westfälische Technische Hochschule Aachen. During this time, he has been working as a student assistant and later as a research assistant at the Fraunhofer IPT in the field of smart production. He is head of the department "Production Quality" since September 2022.
Find more publications by Dennis Grunert in the Fraunhofer-Publica.
| Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
|---|---|---|
| 2026 | Automated Hybrid Machine Learning System for Production Mende, Hendrik; Heymann, Henrik; Battistella Fiorini, Laura; Schewinski, Gustavo; Grunert, Dennis; Karimova, Albina; Paria, Hamidreza; Strobl, Christian; Schmitt, Robert H.; Bergs, Thomas |
Zeitschriftenaufsatz Journal Article |
| 2026 | Deep Learning Pipeline for Defect Detection Mattern, Alexander; Motz, Maximilian; Grunert, Dennis; Schmitt, Robert |
Zeitschriftenaufsatz Journal Article |
| 2026 | A Collaborative Bayesian Optimization Dashboard for Manufacturing Process Optimization Leyendecker, Lars; Kooli, Mohamed Amine; Wergers, Christian; Grunert, Dennis; Schmitt, Robert |
Zeitschriftenaufsatz Journal Article |
| 2025 | Multi-Objective Lookahead Bayesian Optimization for Process Parameter Optimization in Non-Isothermal Glass Molding Mende, Hendrik; Jäschke, Lukas; Schewinski, Gustavo; Grunert, Dennis; Schmitt, Robert H. |
Zeitschriftenaufsatz Journal Article |
| 2025 | Optimizing Non-Isothermal Glass Molding Processes: Methodology and Comparative Analysis of Sequential and Non-Sequential Approaches Mende, Hendrik; Leyendecker, Lars; Upadhyay, Kashyap; Grunert, Dennis; Schmitt, Robert H. |
Zeitschriftenaufsatz Journal Article |
| 2025 | A comparison of transformer and CNN-based object detection models for surface defects on Li-Ion Battery Electrodes Mattern, Alexander; Gerdes, Henrik; Grunert, Dennis; Schmitt, Robert H. |
Zeitschriftenaufsatz Journal Article |
| 2025 | Derivation of a Model to Evaluate the Environmental Sustainability Benefits of Traceability Systems in Battery Cell Production Kies, Alexander; Grunert, Dennis; Schmitt, Robert |
Zeitschriftenaufsatz Journal Article |
| 2025 | Success Factors for Value Creation in Industry 4.0 - a Comparison of two Field Studies in German Tool Machine Manufacturers and Start-Ups Permin, Eike; Castillo, Lina; Sarin, Shabana; Lossie, Karl; Grunert, Dennis; Schmitt, Robert H.; Wohlgemuth, Carsten |
Zeitschriftenaufsatz Journal Article |
| 2025 | Using a digital twin and smart services to enable automatic generation of context-sensitive instructions Lossie, Karl; Hellmich, Jan Hendrik; Liang, Junjie; Baum, Jonas; Goppert, Amon; Grunert, Dennis; Schmitt, Robert |
Zeitschriftenaufsatz Journal Article |
| 2025 | Development and Application of a Vertical-Agnostic Methodological Assessment Framework for Evaluation of 5G-Based Use Cases Brochhaus, Maximilian; Kehl, Pierre; Grunert, Dennis; König, Niels; Zöcklein, Marit; Brell-Çokcan, Sigrid; Nasreddine, Jad; Schmitt, Robert |
Zeitschriftenaufsatz Journal Article |
Fraunhofer Institute for Production Technology IPT