Efficient multipoint aerodynamic design optimization via cokriging


Toal, David J.J. and Keane, Andy J. (2011) Efficient multipoint aerodynamic design optimization via cokriging Journal of Aircraft, 48, (5), pp. 1685-1695. (doi:10.2514/1.C031342).

Download

[img] PDF Efficient_Multipoint_Aerodynamic_Design_Optimization_via_Cokriging.pdf - Version of Record
Restricted to Repository staff only

Download (880kB)

Description/Abstract

Multipoint objective functions are often employed within aerodynamic optimizations to prevent a reduction in offdesign performance. However, this typically results in the need for a significant number of simulations at a variety of design conditions to calculate the objective function. The following paper attempts to address this problem through the application of a multilevel cokriging model within the optimization process. A large number of single-point design simulations are augmented by a smaller number of multipoint simulations. The technique is shown to result in surrogate models as effective as those produced using a traditional multipoint process when optimizing a transonic airfoil but with a reduction in the total number of simulations

Item Type: Article
Digital Object Identifier (DOI): doi:10.2514/1.C031342
ISSNs: 0021-8669 (print)
Related URLs:
Subjects:
Organisations: Computational Engineering & Design Group
ePrint ID: 204251
Date :
Date Event
1 September 2011Published
Date Deposited: 25 Nov 2011 14:14
Last Modified: 18 Apr 2017 01:11
Further Information:Google Scholar
URI: http://eprints.soton.ac.uk/id/eprint/204251

Actions (login required)

View Item View Item