11th Dresden Probabilistic Workshop
Program
October 10 & 11, 2019Thursday, October 10, 2019
| Time | Presentation | Lecture |
|---|---|---|
| 11:00 - 13:00 |
Registration, Zeuner Bau, Room 255 | |
| 12:00 - 13:00 |
Lunch break | |
| 13:00 - 13:15 |
Welcome; R. Mailach; Technische Universität Dresden | |
| 13:15 - 13:45 |
„Data-intensive High Performance Computing at TU Dresden: Combining Computer Science Research with Support for Computational Sciences“ A. Knüpfer Technische Universität Dresden |
 |
| 13:45 - 14:15 |
„Deep Gaussian Covariance Network - Machine Learning based on Probabilistic Intelligence“ K. Cremanns, D. Roos Niederrhein University of Applied Sciences |
|
| 14:15 - 14:45 |
„Bayesian Robust Design Optimization using Deep Gaussian Covariance Network“ C. Bogoclu, D. Roos Niederrhein University of Applied Sciences |
|
| 14:45 - 15:00 |
Coffee break | |
| 15:00 - 15:30 |
„Mixed aleatoric-epistemic uncertainty quantification for jet engine applications“ G. Antinori MTU Aero Engines AG |
|
| 15:30 - 16:00 |
„Meta-model-based Quality Assessment of Sample Estimates“ A. Prots Technische Universität Dresden |
|
| 16:00 - 16:30 |
„Spectre-UQ: A Computational Environment for Managing Total Uncertainty Quantification of CFD Studies“ E. P. N. Duque Intelligent Light |
|
| 19:00 | Feldschlößchen Stammhaus |
Friday, October 11, 2019
| Time | Presentation | Lecture |
|---|---|---|
| 09:00 - 09:30 |
„The Deterministic Model as Part of Probabilistic Analysis: Shortcomings and Potential for Development of CFD for Turbomachinery“ L. Wein Leibniz Universität Hannover |
|
| 09:30 - 10:00 |
„An industry ready approach to the characterization and reduction of manufacturing uncertainties“ S. Albert NUMECA |
|
| 10:00 - 10:30 |
„Digital Twin - Analysis of Static and Dynamic Geometric Phenomena - From Data Acquisition to the First Insight“ J. Scharfenstein, S. Wallstab-Freitag GOM |
|
| 10:30 - 10:45 |
Coffee break | |
| 10:45 - 11:15 |
„Condition-based classification of compressor blades“ J. Marx MTU Maintenance Hannover GmbH |
|
| 11:15 - 11:45 |
„Comparison of Probabilistic Assessments utilizing Geometric Inputs of Different Quality“ P. Magin MTU Aero Engines AG |
|
| 11:45 - 13:00 |
Lunch break | |
| 13:00 - 13:30 |
„Efficient stochastic modelling of an axial compressor rotor blades geometrical variability due to manufacturing uncertainties“ M. Gambitta Brandenburg University of Technology |
|
| 13:30 - 14:00 |
„Comparison of the Elementary-Effects Method and the Coefficient-of-Importance using a One-dimensional Cooling Flow Network“ B. Fiedler MTU Aero Engines AG |
|
| 14:00 - 14:30 |
„Forecasting the Condition of HPT Parts by using BBN“ D. Giesecke Technische Universität Braunschweig |
|
| 14:30 - 14:45 |
Coffee break | |
| 14:45 - 15:15 |
„Explanation of Surface Deviations by Manufacturing Modes“ J. Urbano1, D. Bestle1, U. Gerstberger2, M. Meyer2 1Brandenburg University of Technology, 2Rolls Royce Deutschland |
|
| 15:15 - 15:45 |
„Towards the robust aerodynamic shape optimization of compressor blades“ M. Meyer Rolls Royce Deutschland |
|
| 15:45 - 16:15 |
„Probabilistic FE-Analysis of Cooled High Pressure Turbine Blades“ L. Högner Technische Universität Dresden |
|
| 16:15 | Closing of the workshop; R. Mailach; Technische Universität Dresden |