Modeling, analysis, and optimization under uncertainties: a review

E Acar, G Bayrak, Y Jung, I Lee, P Ramu… - Structural and …, 2021 - Springer
Abstract Design optimization of structural and multidisciplinary systems under uncertainty
has been an active area of research due to its evident advantages over deterministic design …

Cfd vision 2030 road map: Progress and perspectives

AW Cary, J Chawner, EP Duque, W Gropp… - AIAA aviation 2021 …, 2021 - arc.aiaa.org
View Video Presentation: https://doi. org/10.2514/6.2021-2726. vid In 2014, the CFD Vision
2030 Report proposed a desired status for aerospace CFD by 2030 that included several …

A hybrid adaptive Kriging-based single loop approach for complex reliability-based design optimization problems

M Yang, D Zhang, C Jiang, X Han, Q Li - Reliability Engineering & System …, 2021 - Elsevier
The study proposed a hybrid adaptive Kriging-based single loop approach (HAK-SLA) to
prevent the conventional single loop approach (SLA) from being less efficient, converging to …

Dependency effect on the reliability-based design optimization of complex offshore structure

A Okoro, F Khan, S Ahmed - Reliability Engineering & System Safety, 2023 - Elsevier
A tradeoff between cost and safety is essential in the reliability-based design of offshore
support structures operating in uncertain harsh environments. This study proposes a …

Active learning with generalized sliced inverse regression for high-dimensional reliability analysis

J Yin, X Du - Structural Safety, 2022 - Elsevier
It is computationally expensive to predict reliability using physical models at the design
stage if many random input variables exist. This work introduces a dimension reduction …

Global and local Kriging limit state approximation for time-dependent reliability-based design optimization through wrong-classification probability

C Jiang, Y Yan, D Wang, H Qiu, L Gao - Reliability Engineering & System …, 2021 - Elsevier
Time-dependent reliability-based design optimization is an effective tool to guarantee a high
reliability of the product during the full life cycle. However, the necessarily repeated …

A novel decoupled approach combining invertible cross-entropy method with Gaussian process modeling for reliability-based design and topology optimization

T Van Huynh, S Tangaramvong, B Do, W Gao - Computer Methods in …, 2024 - Elsevier
Abstract Design optimization considering the presence of uncertainties in parameters poses
an extremely challenging problem. The source of difficulties comes with reliability-based …

[HTML][HTML] A scenario optimization approach to reliability-based and risk-based design: Soft-constrained modulation of failure probability bounds

R Rocchetta, LG Crespo - Reliability Engineering & System Safety, 2021 - Elsevier
Reliability-based design approaches via scenario optimization are driven by data thereby
eliminating the need for creating a probabilistic model of the uncertain parameters. A …

Time-dependent reliability-based design optimization of main shaft bearings in wind turbines involving mixed-integer variables

Z Jiang, X Huang, B Wang, X Liao, H Liu… - Reliability Engineering & …, 2024 - Elsevier
Main shaft bearings are essential transmission components in wind turbines. The failure of
the main shaft bearings is inevitably accompanied by catastrophic consequences. In this …

Efficient reliability-based design optimization of composite structures via isogeometric analysis

P Hao, H Yang, Y Wang, X Liu, B Wang, G Li - Reliability Engineering & …, 2021 - Elsevier
Composite variable-stiffness (VS) panels with curvilinear fiber paths are very promising for
aerospace structures. Due to the inherent complexity of VS laminates, buckling analysis and …