Numerical sensitivity analysis for aerodynamic optimization: A survey of approaches

JEV Peter, RP Dwight - Computers & Fluids, 2010 - Elsevier
The calculation of the derivatives of output quantities of aerodynamic flow codes, commonly
known as numerical sensitivity analysis, has recently become of increased importance for a …

Aerodynamic shape optimization investigations of the common research model wing benchmark

Z Lyu, GKW Kenway, JRRA Martins - AIAA journal, 2015 - arc.aiaa.org
Despite considerable research on aerodynamic shape optimization, there is no standard
benchmark problem allowing researchers to compare results. This work addresses this …

An introduction to the adjoint approach to design

MB Giles, NA Pierce - Flow, turbulence and combustion, 2000 - Springer
Optimal design methods involving the solution of an adjoint system of equations are an
active area of research in computational fluid dynamics, particularly for aeronautical …

On the performance of discrete adjoint CFD codes using automatic differentiation

JD Müller, P Cusdin - … journal for numerical methods in fluids, 2005 - Wiley Online Library
Adjoint methods are a computationally inexpensive way of deriving sensitivity information
where there are fewer dependent (cost) variables than there are independent (input) …

Continuous adjoint methods for turbulent flows, applied to shape and topology optimization: industrial applications

EM Papoutsis-Kiachagias… - Archives of Computational …, 2016 - Springer
This article focuses on the formulation, validation and application of the continuous adjoint
method for turbulent flows in aero/hydrodynamic optimization. Though discrete adjoint has …

Algorithm developments for discrete adjoint methods

MB Giles, MC Duta, JD Muller, NA Pierce - AIAA journal, 2003 - arc.aiaa.org
THERE is a long history of the use of adjoint equations in optimal control theory. 1 In uid
dynamics, the fi rst use of adjoint equations for design was by Pironneau, 2 but within the fi …

Aerodynamic optimization algorithm with integrated geometry parameterization and mesh movement

JE Hicken, DW Zingg - AIAA journal, 2010 - arc.aiaa.org
An efficient gradient-based algorithm for aerodynamic shape optimization is presented. The
algorithm consists of several components, including a novel integrated geometry …

Aerodynamic shape optimization of a vertical‐axis wind turbine using differential evolution

TJ Carrigan, BH Dennis, ZX Han… - International Scholarly …, 2012 - Wiley Online Library
The purpose of this study is to introduce and demonstrate a fully automated process for
optimizing the airfoil cross‐section of a vertical‐axis wind turbine (VAWT). The objective is to …

[PDF][PDF] 近空间高速飞行器气动特性研究与布局设计优化

叶友达 - 力学进展, 2009 - lxjz.cstam.org.cn
近空间高速飞行器气动特性研究与布局设计优化* Page 1 第39 卷第6 期 力学进展 Vol. 39 No. 6
2009 年11 月25 日 ADVANCES IN MECHANICS Nov. 25, 2009 近空间高速飞行器气动特性研究 …

Performance of wall-modeled LES with boundary-layer-conforming grids for external aerodynamics

A Lozano-Durán, ST Bose, P Moin - AIAA Journal, 2022 - arc.aiaa.org
We investigate the error scaling and computational cost of wall-modeled large-eddy
simulation (WMLES) for external aerodynamic applications. The NASA Juncture Flow is …