Papers matching “data-driven process models” in Fault Detection and Control Systems 8
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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 -
In-Situ Model Validation for Continuous Processes Using In-Network Computing2024 IEEE International Conference on Industrial Cyber-Physical Systems (ICPS) conference-paper Engineering Fault Detection and Control Systems Open access
Ike Kunze, Dominik Scheurenberg, Liam Tirpitz, Sandra Geisler, Klaus Wehrle
2citations -
Hybrid soft sensor modeling for the wire section in tissue manufacturing: integrating first-principles and machine learning models2025 Nordic Pulp & Paper Research Journal article Engineering Fault Detection and Control Systems Open access
Rosario Othen, Chen Lu Song, Jan-Christoph Schlake, Christian Möbitz, Thomas Gries
0citations -
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
8 results