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Condition Monitoring of Rail Infrastructure and Rolling Stock using Acceleration Sensor Data of on-Rail Freight Wagons2022 International Conference on Pattern Recognition Applications and Methods conference-paper Engineering Railway Engineering and Dynamics Open access
Thomas G. Otte, Andrés Felipe Posada-Moreno, Fabian Hübenthal, Marc Haßler, Holger Bartels, Anas Abdelrazeq, +1 more
2citations -
Towards digital twins of waste sorting plants: Developing data-driven process models of industrial-scale sensor-based sorting units by combining machine learning with near-infrared-based process monitoring2023 Resources Conservation and Recycling article Engineering Fault Detection and Control Systems Open access
Nils Kroell, Abtin Maghmoumi, Tobias Dietl, Xiaozheng Chen, Bastian Küppers, Tabea Scherling, +2 more
36citations -
Process monitoring of ultrasonic metal welding of battery tabs using external sensor data2020 Journal of Advanced Joining Processes article Engineering Advanced Welding Techniques Analysis Open access cited by 2 patents
Isabel Balz, Elie Abi Raad, Eberhard Rosenthal, R. Lohoff, Alexander Schiebahn, Uwe Reisgen, +1 more
48citations -
Developing a prediction model in a lightweight packaging waste sorting plant using sensor-based sorting data combined with data of external near-infrared and LiDAR sensors2024 Waste Management & Research The Journal for a Sustainable Circular Economy article Environmental Science Municipal Solid Waste Management Open access
S.M. Schlögl, Josef Kamleitner, Nils Kroell, Xiaozheng Chen, Daniel Vollprecht, Alexia Tischberger-Aldrian
9citations -
Tool wear monitoring in roughing and finishing processes based on machine internal data2021 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
50citations -
Using Synthesized IMU Data to Train a Long-Short Term Memory-based Neural Network for Unobtrusive Gait Analysis with a Sparse Sensor Setup6citations
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Enabling multimodal sensor fusion in additive manufacturing using a voxel-based data model2025 Production Engineering article Engineering Additive Manufacturing and 3D Printing Technologies Open access cited by 1 patent
Jonas Großeheide, Zhengrui Tao, Dominik Wolfschläger, Wim Dewulf, Robert Heinrich Schmitt
11citations -
Regression-based hub load calculation of a tidal turbine with blade root sensor data2025 Proceedings of the ... European Wave and Tidal Energy Conference conference-paper Engineering Wind Energy Research and Development
Jakob Roth, Georg Jacobs, Julian Röder, Maximilian Zweiffel, T.C. Bauer, Lindsey Amos
1citations -
ESAFORM Benchmark 2025: predicting stainless steel PBF-LB part density using statistical, data-driven, and physics-informed machine learning models derived from process parameters and in-situ monitoring data2026 International Journal of Material Forming article Engineering Additive Manufacturing Materials and Processes Open access cited by 1 patent
Medad C.C. Monu, Éanna McCarthy, Abhilash Puthanveettil Madathil, Josiah Cherian Chekotu, Irina Ilic, Merve Nur Doğu, +14 more
4citations -
Sensor integrating plain bearings: design of an energy-autonomous, temperature-based condition monitoring system2023 Forschung im Ingenieurwesen article Engineering Tribology and Lubrication Engineering Open access
Thao Baszenski, Kevin Kauth, Karl-Heinz Kratz, Francisco Gerardo Antonio Gutierrez Guzman, Georg Jacobs, Tobias Gemmeke
18citations