State-of-the-art in aerodynamic shape optimisation methods
State-of-the-art in aerodynamic shape optimisation methods
Aerodynamic optimisation has become an indispensable component for any aerodynamic design over the past 60 years, with applications to aircraft, cars, trains, bridges, wind turbines, internal pipe flows, and cavities, among others, and is thus relevant in many facets of technology. With advancements in computational power, automated design optimisation procedures have become more competent, however, there is an ambiguity and bias throughout the literature with regards to relative performance of optimisation architectures and employed algorithms. This paper provides a well-balanced critical review of the dominant optimisation approaches that have been integrated with aerodynamic theory for the purpose of shape optimisation. A total of 229 papers, published in more than 120 journals and conference proceedings, have been classified into 6 different optimisation algorithm approaches. The material cited includes some of the most well-established authors and publications in the field of aerodynamic optimisation. This paper aims to eliminate bias toward certain algorithms by analysing the limitations, drawbacks, and the benefits of the most utilised optimisation approaches. This review provides comprehensive but straightforward insight for non-specialists and reference detailing the current state for specialist practitioners.
933-962
Skinner, S.N.
a7b4ef1c-9c1b-495e-9a0e-f59d7d6c555c
Zare-Behtash, H.
74be9b97-cb09-49c6-9f75-7ec58c0dd16c
18 December 2018
Skinner, S.N.
a7b4ef1c-9c1b-495e-9a0e-f59d7d6c555c
Zare-Behtash, H.
74be9b97-cb09-49c6-9f75-7ec58c0dd16c
Skinner, S.N. and Zare-Behtash, H.
(2018)
State-of-the-art in aerodynamic shape optimisation methods.
Applied Soft Computing, 62, .
(doi:10.1016/j.asoc.2017.09.030).
Abstract
Aerodynamic optimisation has become an indispensable component for any aerodynamic design over the past 60 years, with applications to aircraft, cars, trains, bridges, wind turbines, internal pipe flows, and cavities, among others, and is thus relevant in many facets of technology. With advancements in computational power, automated design optimisation procedures have become more competent, however, there is an ambiguity and bias throughout the literature with regards to relative performance of optimisation architectures and employed algorithms. This paper provides a well-balanced critical review of the dominant optimisation approaches that have been integrated with aerodynamic theory for the purpose of shape optimisation. A total of 229 papers, published in more than 120 journals and conference proceedings, have been classified into 6 different optimisation algorithm approaches. The material cited includes some of the most well-established authors and publications in the field of aerodynamic optimisation. This paper aims to eliminate bias toward certain algorithms by analysing the limitations, drawbacks, and the benefits of the most utilised optimisation approaches. This review provides comprehensive but straightforward insight for non-specialists and reference detailing the current state for specialist practitioners.
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Accepted/In Press date: 16 September 2017
e-pub ahead of print date: 29 September 2017
Published date: 18 December 2018
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Local EPrints ID: 491063
URI: http://eprints.soton.ac.uk/id/eprint/491063
PURE UUID: 811aa352-90b1-4a7b-8cfd-b87463dfe476
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Date deposited: 11 Jun 2024 20:00
Last modified: 19 Nov 2024 03:14
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Author:
S.N. Skinner
Author:
H. Zare-Behtash
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