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MuScaBlaDes: Multi-scale failure analysis with polymorphic uncertainties for optimal design of rotor blades

Lupe

grant number: 312928137

funded by the DFG - German Research Foundation

Lupe

as subproject 4 within the Priority Programme SPP 1886: Polymorphic uncertainty modelling for the numerical design of structures

Informations

SPP 1886 coordinator: TU Dresden: Prof. M. Kaliske

Contact persons: TU Berlin: Prof. Y. Petryna, M.Sc. M. Drieschner

1st funding period

  • duration: 11.2016 - 10.2020
  • funding amount: TU Berlin: 272.436 €

2nd funding period

  • duration: ab 03.2020
  • funding amount: TU Berlin: 248.890 €

Project partner

TU Berlin

Lupe

Department of Civil Engineering
Chair of Structural Mechanics

Project director:
Prof. Y. Petryna

Research assistant:
M.Sc. M. Drieschner

Student assistants:
B.Sc. Lukas Eichner, Friedrich Seiffarth

Contact information:
Technische Universität Berlin
Sekr. TIB1-B5
Gustav-Meyer-Allee 25
13355 Berlin
Tel. 030 314-72320
Fax 030 314-72321
E-Mail:
Internet: www.statik.tu-berlin.de

WIAS Berlin

Lupe

Research group
Nonlinear optimization and inverse problems

Project directors:
Prof. D. Hömberg, Dr. M. Eigel

Research assistant:
M.Sc. R. Gruhlke

Contact information:
WIAS Berlin
Weierstrass Institute for Applied Analysis and Stochastics
Mohrenstraße 39
10117 Berlin
Tel. 030 20372-491
Fax 030 20372-412
E-Mail:
Internet: https://www.wias-berlin.de/research/rgs/fg4/

Publications

Publications
Preprint
Petryna, Y., Drieschner, M., Kähler, P. (2020) Decision making in structural engineering problems under polymorphic uncertainty - A benchmark proposal (version 3). Preprint-Reihe des Fachgebiets Statik und Dynamik, Technische Universität Berlin, Preprint No. 2019-03. 10.14279/depositonce-8240.2
Conference paper

Drieschner, M., Gruhlke, R., Petryna, Y., Eigel, M., Hömberg, D. (2020) Analysis of model and data uncertainties for the failure of adhesive bonds in composite materials. Proc. Appl. Math. Mech. (in review)
Journal paper
Drieschner, M., Petryna, Y., Freitag, S., et al. (2020) Decision making and design in structural engineering problems under polymorphic uncertainty. Engineering Structures. (in review)
Journal paper
Drieschner, M., Petryna, Y., Gruhlke, R., Eigel, M., Hömberg, D. (2020) Comparison of various uncertainty models with experimental investigations regarding the failure of plates with holes. Reliability Engineering and System Safety 203. 2020; 107106. 10.1016/j.ress.2020.107106
Journal paper
Eigel, M., Grasedyck, L., Gruhlke, R., Moser, D. (2019) Low rank surrogates for polymorphic fields with application to fuzzy-stochastic partial differential equations. (in review)
Journal paper
Eigel, M., Gruhlke, R. (2019) A hybrid FETI-DP method for non-smooth random partial differential equations. (in review)
Preprint
Eigel, M., Gruhlke, R., Marschall, M. (2019) Low-rank tensor reconstruction of concentrated densities with application to Bayesian inversion. WIAS-Preprint No. 2672. 10.20347/WIAS.PREPRINT.2672
Conference paper
Gruhlke, R., Drieschner, M., Eigel, M., Hömberg, D., Petryna, Y. (2019) Artificial Neural Network forecasting for monomorphic and polymorphic uncertainty models and comparison with experimental investigations. Proc. Appl. Math. Mech., 19: e201900359. 10.1002/pamm.201900359
Journal paper
Drieschner, M., Matthies, H.G., Hoang, T.‐V., et al. (2019) Analysis of polymorphic data uncertainties in engineering applications. GAMM‑Mitteilungen. 2019; e201900010. 10.1002/gamm.201900010
Journal paper
Papaioannou, I., Daub, M., Drieschner, M., et al. (2019) Assessment and design of an engineering structure with polymorphic uncertainty quantification. GAMM‑Mitteilungen. 2019; e201900009. 10.1002/gamm.201900009
Data set
Petryna, Y., Drieschner, M. (2019) Data for: Decision making in structural engineering problems under polymorphic uncertainty - a benchmark proposal. Mendeley Data, v4. 10.17632/jw3wj5kwh2.4
Preprint
Drieschner, M., Eigel, M., Gruhlke, R., Hömberg, D., Petryna, Y. (2019) Comparison of monomorphic and polymorphic approaches for uncertainty quantification with experimental investigations. WIAS-Preprint No. 2579. 10.20347/WIAS.PREPRINT.2579.
Preprint
Drieschner, M., Petryna, Y., Eichner, L. (2019) Parameterization of arbitrary hole shapes using non-destructive testing and resulting stress concentration in a 2D plate with finite dimensions. Preprint-Reihe des Fachgebiets Statik und Dynamik, Technische Universität Berlin, Preprint No. 2019-02. 10.14279/depositonce-8236
Preprint
Drieschner, M., Petryna, Y. (2019) Acquisition of polymorphic uncertain data based on computer tomographic scans and integration in numerical models of adhesive bonds. Preprint-Reihe des Fachgebiets Statik und Dynamik, Technische Universität Berlin, Preprint No. 2019-01. 10.14279/depositonce-8235
Preprint
Eigel, M., Gruhlke, R. (2018) A hybrid FETI-DP method for non-smooth random partial differential equations. WIAS-Preprint No. 2565. 10.20347/WIAS.PREPRINT.2565
Conference paper
Drieschner, M., Petryna, Y., Gruhlke, R., Eigel, M., Hömberg, D. (2018) Failure analysis of adhesive bonds with polymorphic uncertainties: Experiment and simulation. ECCM-ECFD 2018, Glasgow, UK. (accepted)
Conference paper
Gruhlke, R., Eigel, M., Hömberg, D., Drieschner, M., Petryna, Y. (2018) A hybrid stochastic domain decomposition method for partial differential equations with localised possibly rough random data. Proc. Appl. Math. Mech., 18: e201800434. 10.1002/pamm.201800434

Oral presentations

Oral presentations
10.06.2020
Drieschner, M.
Kick-Off Meeting of the 2nd funding period (SPP 1886), video conference
26.09.2019 - 27.09.2019
Drieschner, M., Gruhlke, R.
Annual Meeting (SPP 1886), Hamburg
05.12.2018    
Drieschner, M.
Short presentation
Formfitting und –parametrisierung, Berlin
02.08.2018
Drieschner, M.
Complex A-Workshop (SPP 1886): data models, -acquisition, -assimilation
Acquisition of polymorphic uncertain data and integration in numerical models of adhesive bonds, Berlin
19.07.2018 - 20.07.2018
Drieschner, M.
Complex E-Workshop (SPP 1886): Evaluation
Evaluation of uncertain outputs in the failure analysis of adhesive bonds
, Munich
10.07.2018 - 11.07.2018
Gruhlke, R.
Complex C-Workshop (SPP 1886): Interactions across scales and multi-physical behaviour considering uncertain data
Domain decomposition, random media and interaction
, Bochum
11.06.2018 - 15.06.2018
Drieschner, M.
ECCM6 - ECFD7
Failure analysis of adhesive bonds with polymorphic uncertainties: Experiment and simulation
, Glasgow
19.03.2018 - 23.03.2018
Gruhlke, R.
89th GAMM Annual Meeting
A hybrid stochastic domain decomposition method for partial differential equations with localised possibly rough random data, Munich
28.11.2017
Drieschner, M.
Doctoral Colloquium of the research assistants of the department of civil engineering, Berlin
12.10.2017 - 13.10.2017
Drieschner, M., Gruhlke, R.
Annual Meeting (SPP 1886), Munich

06.09.2017 - 08.09.2017
Drieschner, M., Gruhlke, R.
FrontUQ-Workshop, Munich

12.05.2017 - 13.05.2017
Drieschner, M., Gruhlke, R.
Workshop of the research assistants (SPP 1886), Dresden
30.03.2017
Drieschner, M.
Complex A-Workshop (SPP 1886):
data models, -acquisition, -assimilation, Berlin
25.01.2017
Drieschner, M.
MuScaBlaDes project presentation, Berlin

27.09.2016 - 28.09.2016

Petryna, Y.
Kick-Off Meeting of the 1st funding period (SPP 1886), Dresden

Participations

Participations
04.12.2017
Drieschner, M.
Complex B-Workshop (SPP 1886): Interaktion/Korrelation und Orts- und Zeitabhängigkeit unscharfer Größen, Dresden

Software

Lupe

Software
Implementation since December 2017
Drieschner, M., Eichner, L., Seiffarth, F., Petryna, Y.
PolyUQ: framework for solving problems with polymorphic uncertainties

Supervised papers

Supervised papers
15.08.2019
Seminar paper: Lukas Eichner
Numerische Untersuchungen einer dreidimensionalen Kompositstruktur und Parameterstudie unter Berücksichtigung unterschiedlicher Versagensmechanismen

06.10.2018    
Seminar paper: Joanna Vetter
Parameterabhängigkeiten in probabilistischen und possibilistischen Fragestellungen 
 
28.02.2018
Seminar paper: Jack Lehrecke
Comparison of Numerical Methods in Uncertainty Quantification
04.01.2018 
Seminar paper: Svetlin Spasov
Implementierung und Vergleich verschiedener Verfahren zur Lösung von Fuzzy-Problemen

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