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Modeling, analysis, and optimization under uncertainties: a review
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 …
has been an active area of research due to its evident advantages over deterministic design …
Cfd vision 2030 road map: Progress and perspectives
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 …
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
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 …
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 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 …
support structures operating in uncertain harsh environments. This study proposes a …
Active learning with generalized sliced inverse regression for high-dimensional reliability analysis
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 …
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
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 …
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
Abstract Design optimization considering the presence of uncertainties in parameters poses
an extremely challenging problem. The source of difficulties comes with reliability-based …
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 …
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 …
the main shaft bearings is inevitably accompanied by catastrophic consequences. In this …
Efficient reliability-based design optimization of composite structures via isogeometric analysis
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 …
aerospace structures. Due to the inherent complexity of VS laminates, buckling analysis and …