Reliability-based optimization of structural topologies using artificial neural networks

S Freitag, S Peters, P Edler, G Meschke - Probabilistic Engineering …, 2022 - Elsevier
In this paper, a topology optimization approach is presented, where uncertain load and
uncertain material parameters are considered. The concept of compliance minimization, ie …

[HTML][HTML] Multilevel surrogate modeling approach for optimization problems with polymorphic uncertain parameters

S Freitag, P Edler, K Kremer, G Meschke - International Journal of …, 2020 - Elsevier
The solution of optimization problems with polymorphic uncertain data requires combining
stochastic and non-stochastic approaches. The concept of uncertain a priori parameters and …

Reliability based optimization of steel-fibre segmental tunnel linings subjected to thrust jack loadings

GE Neu, P Edler, S Freitag, V Gudžulić… - Engineering Structures, 2022 - Elsevier
The circular lining in mechanized tunnelling consists of concrete segments, which are
exposed to different loading cases during tunnel construction. One of the most critical …

Multi-objective optimization of tree trunk axes in glulam beam design considering fuzzy probability-based random fields

FN Schietzold, W Graf… - … -ASME Journal of …, 2021 - asmedigitalcollection.asme.org
Deterministic design and a priori parameters are used in traditional optimization
approaches. The material characteristics of solid wood are not deterministic in reality …

[HTML][HTML] Uncertain pedestrian load modeling for structural vibration assessment in footbridge design

M Schweizer, M Fina, W Wagner, S Kasic… - Engineering Structures, 2024 - Elsevier
The request of material savings in bridge constructions leads to the development towards
slender and lightweight structures, which are more sensitive to human-induced vibrations …

Robustness versus performance–Nested inherence of objectives in optimization with polymorphic uncertain parameters

FN Schietzold, F Leichsenring, M Götz, W Graf… - … in Engineering Software, 2021 - Elsevier
Fuzzy probability based randomness is utilized for polymorphic uncertain design and a priori
parameters in design optimization tasks. Methods for the algorithmic interface between …

Decision making and design in structural engineering problems under polymorphic uncertainty

M Drieschner, Y Petryna, S Freitag, P Edler… - Engineering …, 2021 - Elsevier
The treatment of diverse uncertainties is an important challenge in structural engineering
problems, especially from the viewpoint of realistic analysis. Inaccuracy and variability are …

Robustness and reliability investigations on a nonlinear energy sink device concept

O Braydi, C Gogu, M Paredes - Mechanics & Industry, 2020 - mechanics-industry.org
In this work, the reliability and robustness of a nonlinear energy sink device concept are
investigated. The system is studied and optimized in deterministic and probabilistic cases. It …

Artificial neural network surrogate modeling for uncertainty quantification and structural optimization of reinforced concrete structures

S Freitag, P Edler, S Schoen, G Meschke - PAMM, 2023 - Wiley Online Library
Optimization approaches are important to design sustainable structures. In structural
mechanics, different design objectives can be defined, for example, to minimize the required …

[PDF][PDF] Polymorphe Unschärfemodellierung in der nichtlinearen Strukturmechanik-Stabilität von Schalentragwerken, räumliche Variabilität und …

M Fina - 2020 - d-nb.info
Die vorliegende Dissertationsschrift entstand während meiner Tätigkeit als
wissenschaftlicher Mitarbeiter am Institut für Baustatik des Karlsruher Instituts für …