Aerodynamic design optimization: Challenges and perspectives

JRRA Martins - Computers & Fluids, 2022 - Elsevier
Antony Jameson pioneered CFD-based aerodynamic design optimization in the late 1980s.
In addition to developing the fundamental theory, Jameson implemented that theory in …

Effective adjoint approaches for computational fluid dynamics

GKW Kenway, CA Mader, P He… - Progress in Aerospace …, 2019 - Elsevier
The adjoint method is used for high-fidelity aerodynamic shape optimization and is an
efficient approach for computing the derivatives of a function of interest with respect to a …

Closed-loop turbulence control: Progress and challenges

SL Brunton, BR Noack - Applied Mechanics …, 2015 - asmedigitalcollection.asme.org
Closed-loop turbulence control is a critical enabler of aerodynamic drag reduction, lift
increase, mixing enhancement, and noise reduction. Current and future applications have …

OpenMDAO: An open-source framework for multidisciplinary design, analysis, and optimization

JS Gray, JT Hwang, JRRA Martins, KT Moore… - Structural and …, 2019 - Springer
Multidisciplinary design optimization (MDO) is concerned with solving design problems
involving coupled numerical models of complex engineering systems. While various MDO …

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 …

The complex-step derivative approximation

JRRA Martins, P Sturdza, JJ Alonso - ACM Transactions on …, 2003 - dl.acm.org
The complex-step derivative approximation and its application to numerical algorithms are
presented. Improvements to the basic method are suggested that further increase its …

Review and unification of methods for computing derivatives of multidisciplinary computational models

JRRA Martins, JT Hwang - AIAA journal, 2013 - arc.aiaa.org
This paper presents a review of all existing discrete methods for computing the derivatives of
computational models within a unified mathematical framework. This framework hinges on a …

Survey of shape parameterization techniques for high-fidelity multidisciplinary shape optimization

JA Samareh - AIAA journal, 2001 - arc.aiaa.org
IMAGINE that you have been asked to perform multidisciplinary shape optimization (MSO)
for a complete aerospace confi guration during the design phase. In MSO, the use of high …

[图书][B] Computational approaches for aerospace design: the pursuit of excellence

A Keane, P Nair - 2005 - books.google.com
Over the last fifty years, the ability to carry out analysis as a precursor to decision making in
engineering design has increased dramatically. In particular, the advent of modern …