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Papers matching “predictive quality” in Fault Detection and Control Systems 18

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Developing a concept for the implementation of predictive quality in battery production
2024 Procedia CIRP article Engineering Fault Detection and Control Systems Open access

Achim Kampker, Heiner Hans Heimes, Paul Lingohr, Jessica Schmied, Henning Clever, Benjamin Dorn

0

citations
Information requirements analysis for process-oriented decision support via predictive quality models in production
2024 Procedia CIRP article Engineering Fault Detection and Control Systems Open access

Daniel Buschmann, Tobias Schulze, Sebastian Beckschulte, Robert Heinrich Schmitt

4

citations
Uncertainty Quantification Based on Bayesian Neural Networks for Predictive Quality
2022 Springer eBooks book-chapter Engineering Fault Detection and Control Systems

Simon Cramer, Meike Huber, Robert Heinrich Schmitt

8

citations
Assessing Completeness of Production Data in Context of Predictive Quality Applications
2023 Lecture notes in networks and systems conference-paper Engineering Fault Detection and Control Systems

Peter Schlegel, Robert Heinrich Schmitt

0

citations
An Integrated Framework for Predictive Quality in Injection Molding: Combining Explainable AI and Time Series Analysis in a German Industry Case Study
2025 RWTH Publications (RWTH Aachen) article Engineering Fault Detection and Control Systems Open access

0

citations
Machine Learning for Predictive Quality in Optics Production
2023 SSRN Electronic Journal preprint Engineering Fault Detection and Control Systems Open access

Henrik Heymann, Dennis Grunert, Robert Heinrich Schmitt

1

citations
Comparison of Feature Extraction Algorithms for Prediction of Quality Characteristics
2022 Procedia CIRP article Engineering Fault Detection and Control Systems Open access

Simon Cramer, Daniel Buschmann, Robert Heinrich Schmitt

4

citations
Transfer learning for enabling quality predictions in small batch production
2026 Procedia CIRP article Engineering Fault Detection and Control Systems Open access

Nils Klasen, Ravish Kumbhare, Dominic Alex Joseph, Chris R. Schönekehs, Ronja Witt, Robert H. Schmitt

0

citations
Measurement Uncertainty: Relating the uncertainties of physical and virtual measurements
2024 arXiv (Cornell University) preprint Engineering Fault Detection and Control Systems Open access

Simon Cramer, Robert Heinrich Schmitt

1

citations
Methodological Assessment of Data Suitability for Defect Prediction
2020 Quality Innovation Prosperity article Engineering Fault Detection and Control Systems Open access

Peter Schlegel, Daniel Buschmann, Max Ellerich, Robert Heinrich Schmitt

4

citations
Prädiktive Qualität in der Prozesslenkung
2021 Zeitschrift für wirtschaftlichen Fabrikbetrieb article Engineering Fault Detection and Control Systems

Sebastian Beckschulte, Nils Klasen, Louis Huebser, Robert Heinrich Schmitt

7

citations
[Preprint] Failure Mode and Effect Analysis of AI-models in Industrial Defect Analysis
2025 Publication Server of FIR e. V. an der RWTH Aachen preprint Engineering Fault Detection and Control Systems Open access

Stefan Kokorski, Richard Hinterthan, Regina Schrank

0

citations
Reduktion des Bedarfs an Trainingsdaten bei der domänenübergreifenden Anwendung von Qualitätsprognosemodellen
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Fault Detection and Control Systems Open access

Nils Klasen

0

citations
Sustainability in Semiconductor Production via Interpretable and Reliable Predictions
2024 IFAC-PapersOnLine article Engineering Fault Detection and Control Systems Open access

Kiavash Fathi, Maria Elena Stramaglia, Marko Ristin, Marcin Sadurski, Tobias Kleinert, Robert Schönfelder, +1 more

0

citations
Bridging the Gap between Prediction and Action: Information Demands and Requirements for a Data-Based Decision Support System for Root Cause Analysis in Production
2025 International Conference on Control, Automation and Diagnosis (ICCAD) conference-paper Engineering Fault Detection and Control Systems

Tobias Schulze, Marcos Padrón Hinrichs, Robert Heinrich Schmitt

1

citations
Cause-Effect Relationships in Battery Cell Production - Data based validation of expert knowledge in electrode production
2023 Procedia CIRP article Engineering Fault Detection and Control Systems Open access

Antje Fitzner, Johann-Philip Abramowski, Arno Schmetz, Jonathan Krauß, Kristina Borzutzki, Miguel Patricio Eckstein, +4 more

5

citations
Recurrent neural networks as virtual cavity pressure and temperature sensors in high-pressure die casting
2024 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

3

citations
Hybrid soft sensor modeling for the wire section in tissue manufacturing: integrating first-principles and machine learning models
2025 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

0

citations

18 results