Bilevel optimization strategy for aircraft wing design using parallel computing
Bilevel optimization strategy for aircraft wing design using parallel computing
A new bilevel optimization strategy for wing design is developed, in which the optimizations of the wing-planform and wing-airfoil shapes are decoupled from each other. The design of the wing-planform shape and the shape of the airfoils in several spanwise positions are considered as the goal of the optimization. In the new approach, the design problem is decomposed into a series of subproblems based on the design variables. The design variables defining the wing-planform shape are optimized in a top-level optimization, and the design variables defining the shape of airfoils in several spanwise positions are optimized in several sublevel optimizations. To take into account the influence of the airfoil shape in a specific spanwise position on the shape of the airfoils in other spanwise positions, a series of design variables are added to the design vector of the top-level optimization. The top-level optimizer is responsible for the consistency of the optimization. Using this approach, the number of design variables in the top-level optimization is reduced; the airfoils in several spanwise positions are optimized in parallel; and, instead of complex three-dimensional aerodynamic and structural solvers, much simpler and faster two-dimensional airfoil analysis tools can be used.
1770-1783
Elham, A.
676043c6-547a-4081-8521-1567885ad41a
Van Tooren, M.J.L.
1be91e33-ee5a-47c2-891d-4dff1f454c27
Sobieszczanski-Sobieski, J.
f7f84379-220a-4229-8afc-2fd1d81c1afe
1 August 2014
Elham, A.
676043c6-547a-4081-8521-1567885ad41a
Van Tooren, M.J.L.
1be91e33-ee5a-47c2-891d-4dff1f454c27
Sobieszczanski-Sobieski, J.
f7f84379-220a-4229-8afc-2fd1d81c1afe
Elham, A., Van Tooren, M.J.L. and Sobieszczanski-Sobieski, J.
(2014)
Bilevel optimization strategy for aircraft wing design using parallel computing.
AIAA Journal, 52 (8), .
(doi:10.2514/1.J052696).
Abstract
A new bilevel optimization strategy for wing design is developed, in which the optimizations of the wing-planform and wing-airfoil shapes are decoupled from each other. The design of the wing-planform shape and the shape of the airfoils in several spanwise positions are considered as the goal of the optimization. In the new approach, the design problem is decomposed into a series of subproblems based on the design variables. The design variables defining the wing-planform shape are optimized in a top-level optimization, and the design variables defining the shape of airfoils in several spanwise positions are optimized in several sublevel optimizations. To take into account the influence of the airfoil shape in a specific spanwise position on the shape of the airfoils in other spanwise positions, a series of design variables are added to the design vector of the top-level optimization. The top-level optimizer is responsible for the consistency of the optimization. Using this approach, the number of design variables in the top-level optimization is reduced; the airfoils in several spanwise positions are optimized in parallel; and, instead of complex three-dimensional aerodynamic and structural solvers, much simpler and faster two-dimensional airfoil analysis tools can be used.
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e-pub ahead of print date: 10 July 2014
Published date: 1 August 2014
Identifiers
Local EPrints ID: 471125
URI: http://eprints.soton.ac.uk/id/eprint/471125
ISSN: 0001-1452
PURE UUID: 2b635fe0-4e92-4f8e-a856-967a66582759
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Date deposited: 27 Oct 2022 16:32
Last modified: 16 Mar 2024 21:27
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Author:
M.J.L. Van Tooren
Author:
J. Sobieszczanski-Sobieski
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