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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, B.Sc. F. 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
Journal paper
Eigel, M., Gruhlke, R. (2021) A local hybrid surrogate-based finite element tearing interconnecting dual-primal method for nonsmooth random partial differential equations. Numerical Methods in Engineering 122. 2021; 10.1002/nme.6571
Preprint
Drieschner, M., Wolf, C., Seiffarth, F., Petryna, Y. (2021) Combined ANN-FEM approach for spatial-temporal structural response prediction: Method and experimental validation. Preprint-Reihe des Fachgebiets Statik und Dynamik, Technische Universität Berlin, Preprint No. 2021-02. 10.14279/depositonce-12508
Conference paper
Drieschner, M., Petryna, Y., Eichner, L. (2021) Design of a 3D composite structure considering data uncertainties and various failure mechanisms. 91st GAMM Annual Meeting, virtual congress. (in production)
Conference paper
Drieschner, M., Wolf, C., Petryna, Y. (2021) Global stability failure of a 3D composite structure accompanied by unavoidable polymorphic uncertainties. WCCM-ECCOMAS2020. 
10.23967/wccm-eccomas.2020.160 
Conference paper

Drieschner, M., Gruhlke, R., Petryna, Y., Eigel, M., Hömberg, D. (2021) Analysis of model and data uncertainties for the failure of adhesive bonds in composite materials. Proc. Appl. Math. Mech., 21: e202000081. 10.1002/pamm.202000081
Journal paper
Drieschner, M., Petryna, Y., Freitag, S., et al. (2020) Decision making and design in structural engineering problems under polymorphic uncertainty. Engineering Structures. Reliability Engineering and System Safety 231. 2021; 111649. 
10.1016/j.engstruct.2020.111649
Preprint 
Drieschner, M., Eichner, L., Seiffarth, F., Petryna, Y. (2021) PolyUQ: framework for solving problems with polymorphic uncertainties. Preprint-Reihe des Fachgebiets Statik und Dynamik, Technische Universität Berlin, Preprint No. 2021-01. 10.14279/depositonce-11094
Data set
Drieschner, M., Eichner, L., Seiffarth, F., Petryna, Y. (2021) Data for: PolyUQ: framework for solving problems with polymorphic uncertainties. Mendeley Data, v1. 10.17632/c9cj9nyhxy.1
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
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
Preprint
Eigel, M., Grasedyck, L., Gruhlke, R., Moser, D. (2019) Low rank surrogates for polymorphic fields with application to fuzzy-stochastic partial differential equations. WIAS-Preprint No. 2580. 10.20347/WIAS.PREPRINT.2580
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. Proceedings of 6th European Conference on Computational Mechanics (ECCM 6) / 7th European Conference on Computational Fluid Dynamics (ECFD 7), S. 4004-4014, 6th European Conference on Computational Mechanics (ECCM 6) / 7th European Conference on Computational Fluid Dynamics (ECFD 7), Glasgow, UK, 11.06.2018 - 15.06.2018, ISBN 978-84-947311-6-7.
congress.cimne.com/eccm_ecfd2018/frontal/docs/Ebook-Glasgow-2018-ECCM-VI-ECFD-VII.pdf
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
25.10.2021 - 26.10.2021
Drieschner, M., Gruhlke, R.
Annual Meeting (SPP 1886), video conference
15.03.2021 - 19.03.2021
Drieschner, M.
91st GAMM Annual Meeting
Design of a 3D composite structure considering data uncertainties and various failure mechanisms, virtual congress
11.01.2021 - 15.01.2021
Drieschner, M.
WCCM14
Global stability failure of a three-dimensional composite structure caused by unavoidable polymorphic uncertainties, virtual congress
26.10.2020 - 27.10.2020
Drieschner, M., Gruhlke, R.
Annual Meeting (SPP 1886), video conference
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
02.12.2020
Drieschner, M.
CU theme day: Composite Technologies For Tubes, Pipes, Shells, Vessels and the like, video conference

04.12.2017
Drieschner, M. 
Complex B-Workshop (SPP 1886): Interaction/correlation and spacial and time dependencies of uncertain parameters, Dresden

Software

Lupe

Software
Implementation since December 2017
Drieschner, M., Eichner, L., Seiffarth, F., Petryna, Y.
PolyUQ: framework for solving problems with polymorphic uncertainties.
10.14279/depositonce-11094

Supervised papers

Supervised papers
current
Seminar paper: Andreas Baumann
Entwicklung eines Gebietszerlegungsverfahrens für ein Mehrskalenproblem im Rahmen der Finite-Elemente-Methode
14.06.2021
Master thesis: Lukas Eichner
Mehrzweck-Optimierung einer dreidimensionalen Kompositstruktur unter Berücksichtigung der Parameterunschärfe
09.11.2020
Bachelor thesis: Friedrich Seiffarth
Erstellung künstlicher neuronaler Netze zur effizienten Ermittlung von Systemantworten unter variierenden Eingangsparametern
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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