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 …

Prediction of high lift: review of present CFD capability

CL Rumsey, SX Ying - Progress in Aerospace Sciences, 2002 - Elsevier
A survey is conducted of CFD methods applied to the computation of high-lift multi-element
configurations over the last 10–15 years. Both 2-D and 3-D configurations are covered. The …

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 …

ADjoint: An approach for the rapid development of discrete adjoint solvers

CA Mader, JRRA Martins, JJ Alonso, E Van Der Weide - AIAA journal, 2008 - arc.aiaa.org
An automatic differentiation tool is used to develop the adjoint code for a three-dimensional
computational fluid dynamics solver. Rather than using automatic differentiation to …

An implicit, exact dual adjoint solution method for turbulent flows on unstructured grids

EJ Nielsen, J Lu, MA Park, DL Darmofal - Computers & Fluids, 2004 - Elsevier
An implicit algorithm for solving the discrete adjoint system based on an unstructured-grid
discretization of the Navier–Stokes equations is presented. The method is constructed such …

Using an adjoint approach to eliminate mesh sensitivities in computational design

EJ Nielsen, MA Park - AIAA journal, 2006 - arc.aiaa.org
IN recent years a concerted effort has been made to bring higher fidelity, physics-based
computational fluid dynamics (CFD) simulations into the aircraft design process. Such tools …

Efficient construction of discrete adjoint operators on unstructured grids using complex variables

EJ Nielsen, WL Kleb - AIAA journal, 2006 - arc.aiaa.org
IN the field of gradient-based aerodynamic design optimization, there are a number of
options available to obtain sensitivity information from computational fluid dynamics (CFD) …

Aeroelastic design optimization for laminar and turbulent flows

M Barcelos, K Maute - Computer Methods in Applied Mechanics and …, 2008 - Elsevier
The design of flexible structures undergoing aeroelastic deformations is a challenging task,
in particular if the prediction of the fluid loads and the evaluation of the aerodynamic …

Automated design methodology of turbulent internal flow using discrete adjoint formulation

BJ Lee, C Kim - Aerospace Science and Technology, 2007 - Elsevier
An optimal shape design approach is presented for a subsonic S-shaped intake geometry
using aerodynamic sensitivity analysis. Sensitivity analysis is performed for the three …

Adjoint-based aerodynamic shape optimization on unstructured meshes

G Carpentieri, B Koren, MJL van Tooren - Journal of Computational …, 2007 - Elsevier
In this paper, the exact discrete adjoint of an unstructured finite-volume formulation of the
Euler equations in two dimensions is derived and implemented. The adjoint equations are …