Robert Kräuter
- Address
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Hamburg University of Technology
Feststoffverfahrenstechnik und Partikeltechnologie
Denickestraße 15 (K)
21073 Hamburg - Office
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Building K
Room 2503 - Phone
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Tel: +49 40 42878 3282
- robert.kraeuter(at)tuhh.de
Publications
- Valori, V., Kräuter, R., Schumacher, J.: Extreme vorticity events in turbulent Rayleigh-Bénard convection from stereoscopic measurements and reservoir computing, Phys. Rev. Res., 2022, 4(2), DOI: 10.1103/PhysRevResearch.4.023180
- Kräuter, R., Krasnov, D., Pandey, A., Schneide, C., Padberg-Gehle, K., Giannakis, D., Sreenivasan, K. R., Schumacher, J.: Machine Learning Applications in Convective Turbulence, Publication Series of the John von Neumann Institute for Computing (NIC) Series, 2020
Conference contributions
- Kräuter, R., Schiffner, S., Zhou, X., Pietsch-Braune, S., Peglow, M., Richter, M., Heinrich, S.: Hybride neuronale Architekturen für virtuelle Sensoren und die dynamische Modellierung in Wirbelschichten, VDI/DECHEMA-Fachgruppentreffen der Agglomerations- und Schüttguttechnik und der Trocknungstechnik, April 01-03 2025, Friedrichshafen, Germany
- Hua, Z. C., Kräuter, R., Heinrich, S.: Jet assisted fluidized bed production of battery hetero aggregates with structural analysis (Poster), VDI/DECHEMA-Fachgruppentreffen der Agglomerations- und Schüttguttechnik und der Trocknungstechnik, April 01-03 2025, Friedrichshafen, Germany
- Zhou, X., Kräuter, R., Pietsch-Braune, S., Heinrich, S.: Digital twin of fluidized bed spray granulation processes: dynamic modelling of particle drying (Poster), VDI/DECHEMA-Fachgruppentreffen der Agglomerations- und Schüttguttechnik und der Trocknungstechnik, April 01-03 2025, Friedrichshafen, Germany
- Kräuter, R., Zhou, X., Schiffner, S., Pietsch-Braune, S., Peglow, M., Komarnicki, P., Heinrich. S.: The role of machine learning for intelligent digital twins of fluidized beds (Presentation and Proceeding), 11th International Conference on Conveying and Handling of Particulate Solids, September 02-04 2024, Edinburgh, Scotland (received the 2nd place in the "IChemE Early Career Researcher of the Year" award)
- Hua, Z. C., Kräuter, R., Heinrich, S.: Jet assisted fluidized bed production of battery hetero aggregates with structural analysis (Presentation and Proceeding), 14th International Conference on Circulating Fluidized Bed Technology, July 21-24 2024, Taiyuan, China
- Zhou, X., Kräuter, R., Pietsch-Braune, S., Heinrich, S.: Digital twin of fluidized bed spray granulation processes: dynamic modelling of particle drying (Poster), VDI/DECHEMA-Fachgruppentreffen der Wärme- und Stoffübertragung und der Trocknungstechnik, March 11-13 2024, Magdeburg, Germany
- Kräuter, R., Zhou, X., Schiffner, S., Komarnicki, P., Heinrich. S.: Soft sensing of solid water content in fluidized bed processes (Presentation), VDI/DECHEMA-Fachgruppentreffen Agglomerations- und Schüttguttechnik, March 05-07 2024, Weimar, Germany (received award for best presentation)
- Kräuter, R., Zhou, X., Schiffner, S., Pietsch-Braune, S., Peglow, M., Komarnicki, P., Heinrich. S.: Development of a digital twin for a fluidized bed spray granulation process with flowsheet simulations and machine learning (Presentation), VDI/DECHEMA-Fachgruppentreffen Agglomerations- und Schüttguttechnik, March 05-07 2024, Weimar, Germany
- Hua, Z. C., Kräuter, R., Heinrich, S.: Jet assisted fluidized bed production of battery hetero aggregates with structural analysis (Poster), VDI/DECHEMA-Fachgruppentreffen Agglomerations- und Schüttguttechnik, March 05-07 2024, Weimar, Germany
- Kräuter, R., Zhou, X., Schiffner, S., Pietsch-Braune, S., Komarnicki, P., Peglow, M., Heinrich. S.: Development of a digital twin for the autonomous control of fluidized bed spray granulation (Poster), PARTEC 2023, September 26-28, Nuremberg, Germany
- Zhou, X., Kräuter, R., Pietsch-Braune, S., Heinrich, S.: Dynamic modelling of fluidized bed spray granulation for its autonomous control with intelligent digital twin (Presentation), PARTEC 2023, September 26-28, Nuremberg, Germany
- Kräuter, R., Zhou, X., Heinrich, S.: Model-Driven and Data-Driven Soft Sensing of Solid Moisture Content in Fluidized Bed Dryers (Presentation and Proceeding), 10th International Granulation Workshop, June 21-23 2023, Sheffield, United Kingdom
- Zhou, X., Kräuter, R., Pietsch-Braune, S., Heinrich, S.: Correlating Particle Properties with Process Parameters in Fluidized Bed Spray Granulation & Modelling in Dynamic Flowsheet Simulation (Poster), 10th International Granulation Workshop, June 21-23 2023, Sheffield, United Kingdom
- Kräuter, R., Zhou, X., Schiffner, S., Pietsch-Braune, S., Komarnicki, P., Peglow, M., Heinrich. S.: A novel approach for the autonomous control of fluidized beds with intelligent digital twins based on transient flowsheet simulations (Poster), Fluidization XVII, May 21-25 2023, Edinburgh, United Kingdom
- Zhou, X., Kräuter, R., Pietsch-Braune, S., Heinrich, S.: Investigation of Particle Properties and Dynamic Modelling of Fluidized Bed Spray Granulation for its Autonomous Control with Intelligent Digital Twin (Poster), Fluidization XVII, May 21-25 2023, Edinburgh, United Kingdom
- Kräuter, R., Zhou, X., Heinrich, S.: Data-Driven Soft Sensors for the Online Measurement of Solid Moisture Content in Fluidized Bed Spray Granulation (Poster), VDI/DECHEMA-Fachgruppentreffen Agglomerations- und Schüttguttechnik und der Trocknungstechnik, March 21-23 2023, Braunschweig, Germany
- Zhou, X., Kräuter, R., Heinrich, S.: Correlating Particle Properties with Process Parameters in Fluidized Bed Spray Granulation and its Application in Dynamic Flowsheet Simulation (Poster), VDI/DECHEMA-Fachgruppentreffen Agglomerations- und Schüttguttechnik und der Trocknungstechnik, March 21-23 2023, Braunschweig, Germany