Expected drag minimization for aerodynamic design optimization based on aircraft operational data

RP Liem, JRRA Martins, GKW Kenway - Aerospace Science and …, 2017 - Elsevier
Aerodynamic shape optimization must consider multiple flight conditions to obtain designs
that perform well in a range of situations. However, multipoint studies have relied on …

Global optimization of benchmark aerodynamic cases using physics-based surrogate models

E Iuliano - Aerospace Science and Technology, 2017 - Elsevier
The paper proposes the combination of physics-based surrogate models, adaptive sampling
of the design space and evolutionary optimization towards the solution of aerodynamic …

Single-and multipoint aerodynamic shape optimization using multifidelity models and manifold map**

J Nagawkar, J Ren, X Du, L Leifsson, S Koziel - Journal of Aircraft, 2021 - arc.aiaa.org
In this paper, a computationally efficient multifidelity local search algorithm for aerodynamic
design optimization is presented. In this paper's approach, direct optimization of a …

Influence of shape parameterization on a benchmark aerodynamic optimization problem

DA Masters, DJ Poole, NJ Taylor, TCS Rendall… - Journal of Aircraft, 2017 - arc.aiaa.org
This paper presents an investigation into the influence of shape parameterization and
dimensionality on the optimization of a benchmark case described by the American Institute …

Evaluating the risk of local optima in aerodynamic shape optimization

GM Streuber, DW Zingg - AIAA Journal, 2021 - arc.aiaa.org
A gradient-based multistart method based on a set of 17 to 33 random initial geometries is
used to examine the risk associated with multimodality when applying gradient-based …

Impact of shape parameterisation on aerodynamic optimisation of benchmark problem

DA Masters, DJ Poole, NJ Taylor, T Rendall… - 54th AIAA Aerospace …, 2016 - arc.aiaa.org
This paper presents an investigation into the influence of shape parameterisation and
dimensionality on the optimisation of a benchmark case described by the AIAA Aerodynamic …

Investigation into aerodynamic shape optimization of planar and nonplanar wings

D Koo, DW Zingg - AIAA Journal, 2018 - arc.aiaa.org
Problems in three-dimensional aerodynamic shape optimization can produce complex
design spaces due to the nonlinear physics of the Navier–Stokes equations and the large …

Multilevel subdivision parameterization scheme for aerodynamic shape optimization

DA Masters, NJ Taylor, TCS Rendall, CB Allen - AIAA Journal, 2017 - arc.aiaa.org
Subdivision curves are defined as the limit of a recursive application of a subdivision rule to
an initial set of control points. This intrinsically provides a hierarchical set of control polygons …