Combining simulation and machine learning as digital twin for the manufacturing of overmolded thermoplastic composites A Hürkamp, S Gellrich, T Ossowski, J Beuscher, S Thiede, C Herrmann, ... Journal of Manufacturing and Materials Processing 4 (3), 92, 2020 | 78 | 2020 |
A Concept for Blockchain-Based LCA and its Application in the Context of Aircraft MRO M Rolinck, S Gellrich, C Bode, M Mennenga, F Cerdas, J Friedrichs, ... Procedia CIRP 98, 394-399, 2021 | 39 | 2021 |
Virtual quality gates in manufacturing systems: Framework, implementation and potential MA Filz, S Gellrich, A Turetskyy, J Wessel, C Herrmann, S Thiede Journal of Manufacturing and Materials Processing 4 (4), 106, 2020 | 32 | 2020 |
Data-driven analysis of product state propagation in manufacturing systems using visual analytics and machine learning MA Filz, S Gellrich, C Herrmann, S Thiede Procedia CIRP 93, 449-454, 2020 | 26 | 2020 |
Machine learning and simulation-based surrogate modeling for improved process chain operation A Hürkamp, S Gellrich, A Dér, C Herrmann, K Dröder, S Thiede The International Journal of Advanced Manufacturing Technology 117 (7), 2297 …, 2021 | 20 | 2021 |
Life cycle engineering based on visual analytics A Kaluza, S Gellrich, F Cerdas, S Thiede, C Herrmann Procedia CIRP 69, 37-42, 2018 | 20 | 2018 |
Integrated computational product and production engineering for multi-material lightweight structures A Hürkamp, A Dér, S Gellrich, T Ossowski, R Lorenz, BA Behrens, ... The International Journal of Advanced Manufacturing Technology 110, 2551-2571, 2020 | 18 | 2020 |
Deep transfer learning for improved product quality prediction: a case study of aluminum gravity die casting S Gellrich, MA Filz, AS Wilde, T Beganovic, A Mattheus, T Abraham, ... Procedia CIRP 104, 912-917, 2021 | 12 | 2021 |
Conceptual Framework for manufacturing data preprocessing of diverse input sources D Flick, S Gellrich, MA Filz, L Ji, S Thiede, C Herrmann 2019 IEEE 17th International Conference on Industrial Informatics (INDIN) 1 …, 2019 | 11 | 2019 |
Data mining applications in manufacturing of lightweight structures S Gellrich, MA Filz, J Wölper, C Herrmann, S Thiede Technologies for economical and functional lightweight design: Conference …, 2019 | 10 | 2019 |
Data-driven analysis of product property propagation to support process-integrated quality management in manufacturing systems MA Filz, S Gellrich, F Lang, J Zietsch, T Abraham, C Herrmann Procedia CIRP 104, 900-905, 2021 | 8 | 2021 |
Feature selection based on visual analytics for quality prediction in aluminium die casting S Gellrich, T Beganovic, A Mattheus, C Herrmann, S Thiede 2019 IEEE 17th International Conference on Industrial Informatics (INDIN) 1 …, 2019 | 7 | 2019 |
Data analytics of energy and compressed air flows for process and quality monitoring in electro-pneumatic handling systems M Rolinck, S Gellrich, C Herrmann, S Thiede Enhancing Future Skills and Entrepreneurship: 3rd Indo-German Conference on …, 2020 | 3 | 2020 |
Data-Driven Business Models for Life Cycle Technologies: Exemplary Planning for Hybrid Components AS Wilde, S Gellrich, M Mennenga, T Abraham, C Herrmann Production at the Leading Edge of Technology: Proceedings of the 11th …, 2022 | 2 | 2022 |
Concept for Predictive Quality in Carbon Fibre Manufacturing S Gellrich, T Groetsch, M Maghe, C Creighton, R Varley, AS Wilde, ... Journal of Manufacturing and Materials Processing 8 (6), 272, 2024 | | 2024 |
Predictive Quality as a Service for Production Systems S Gellrich Vulkan-Verlag GmbH, 2024 | | 2024 |
Levers of Cyber Physical Production Systems for Multi-Material Body Parts Manufacturing S Gellrich, C Herrmann, S Thiede Life Cycle Design & Engineering of Lightweight Multi-Material Automotive …, 2022 | | 2022 |
Life Cycle Design and Engineering Lab in the Open Hybrid LabFactory A Kaluza, S Gellrich, S Thiede, C Herrmann Life Cycle Design & Engineering of Lightweight Multi-Material Automotive …, 2022 | | 2022 |
Electro-pneumatic Handling System: The Concept and Implementation of a Data-Driven Process and Quality Monitoring Tool M Rolinck, S Gellrich, C Herrmann, S Thiede and Entrepreneurship: Volume, 98, 0 | | |
Cyber-physische Produktionssysteme in Forschungseinrichtungen der Technischen Universität Braunschweig C Herrmann, S Thiede, J Wessel, A Turetskyy, MA Filz, S Gellrich | | |