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 …

Multidisciplinary design optimization: a survey of architectures

JRRA Martins, AB Lambe - AIAA journal, 2013 - arc.aiaa.org
Multidisciplinary design optimization is a field of research that studies the application of
numerical optimization techniques to the design of engineering systems involving multiple …

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 …

Multipoint high-fidelity aerostructural optimization of a transport aircraft configuration

GKW Kenway, JRRA Martins - Journal of Aircraft, 2014 - arc.aiaa.org
This paper presents multipoint high-fidelity aerostructural optimizations of a long-range wide-
body transonic transport aircraft configuration. The aerostructural analysis employs Euler …

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 …

Scalable parallel approach for high-fidelity steady-state aeroelastic analysis and adjoint derivative computations

GKW Kenway, GJ Kennedy, JRRA Martins - AIAA journal, 2014 - arc.aiaa.org
Aeroelastic systems achieve the best performance when the aerodynamic shape and
structural sizing are optimized concurrently, but such an optimization is challenging when …

[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 …

Dafoam: An open-source adjoint framework for multidisciplinary design optimization with openfoam

P He, CA Mader, JRRA Martins, KJ Maki - AIAA journal, 2020 - arc.aiaa.org
The adjoint method is an efficient approach for computing derivatives that allow gradient-
based optimization to handle systems parameterized with a large number of design …

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 …

Multidisciplinary design optimization of offshore wind turbines for minimum levelized cost of energy

T Ashuri, MB Zaaijer, JRRA Martins, GJW Van Bussel… - Renewable energy, 2014 - Elsevier
This paper presents a method for multidisciplinary design optimization of offshore wind
turbines at system level. The formulation and implementation that enable the integrated …