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69
Aachen papers (primary topic)
193
Further papers (secondary topic)
294
Citations
156
Aachen authors
Papers per year
20
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Papers 69
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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 -
Interpretable failure risk assessment for continuous production processes based on association rule mining2022 Advances in Industrial and Manufacturing Engineering article Engineering Fault Detection and Control Systems Open access
Florian Pohlmeyer, Ruben Kins, Frederik Cloppenburg, Thomas Gries
15citations -
Fault Detection and Diagnosis by Machine Learning Methods in Air-To-Water Heat Pumps: Evaluation of Evaporator Fouling2023 International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems (ECOS) conference-paper Engineering Fault Detection and Control Systems Open access
Sebastian Borges, Lasse Jöhnk, Tim Klebig, Christian Vering, Dirk Müller
4citations -
Fault detection and diagnosis in building energy systems: A tool chain for the automated generation of training data2021 Journal of Physics Conference Series conference-paper Engineering Fault Detection and Control Systems Open access
Christine van Stiphoudt, Florian Stinner, Gerrit Bode, Alexander Kümpel, Dirk Müller
4citations -
Recurrent neural networks as virtual cavity pressure and temperature sensors in high-pressure die casting2024 The International Journal of Advanced Manufacturing Technology article Engineering Fault Detection and Control Systems Open access
Maximilian Rudack, Michael Rom, Lukas Bruckmeier, Mario Moser, Björn Pustal, Andreas Bührig–Polaczek
3citations -
Reducio: Data Aggregation and Stability Detection for Industrial Processes Using In-Network Computing2025 ACM International Conference on Distributed and Event-Based Systems (DEBS) conference-paper Engineering Fault Detection and Control Systems Open access
Liam Tirpitz, Ike Kunze, Philipp Niemietz, Anna Kathrin Gerhardus, Thomas Bergs, Sandra Geisler
3citations
Most active Aachen authors
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Robert Heinrich Schmitt 12,285 citations overall17 papers
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Dirk Müller 10,249 citations overall8 papers
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Christian Brecher 12,409 citations overall4 papers
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Tobias Kleinert 408 citations overall4 papers
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Daniel Buschmann 100 citations overall4 papers
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Christian Vering 499 citations overall3 papers
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Martin Rätz 223 citations overall3 papers
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Simon Cramer 66 citations overall3 papers
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Nils Klasen 52 citations overall3 papers
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Sebastian Borges 32 citations overall3 papers
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Tim Klebig 21 citations overall3 papers
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Lasse Jöhnk 6 citations overall3 papers
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Thomas Gries 8,445 citations overall2 papers
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Thomas Bergs 5,996 citations overall2 papers
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Achim Kampker 3,393 citations overall2 papers