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Journal ArticleDOI

Structural Optimization of a Hat-Stiffened Panel Using Response Surfaces

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TLDR
In this paper, the feasibility of a hat-stiffened composite panel concept for an upper cover panel is investigated and is compared on the basis of weight to a thick sandwich panel concept that has been selected by designers as the baseline concept for the upper cover panels.
Abstract
A design study for structural optimization of a hat-stiffened laminated composite panel concept for an upper cover panel of a typical passenger bay of a blended wing-body transport airplane configuration is described. The feasibility of a hat-stiffened composite panel concept for an upper cover panel is investigated and is compared on the basis of weight to a thick sandwich panel concept that has been selected by designers as the baseline concept for the upper cover panel. The upper cover panel is designed for two load cases: internal pressure only and combined internal pressure and spanwise compression due to wing bending. The structural optimization problem is formulated using the panel weight as the objective function, with constraints on stress and buckling. The spacing of the hat stiffeners, the thickness of the skin, and the thickness of the components of the hat stiffener are used as design variables. The initial geometry of the hat-stiffened panel design is determined using the PANDA2 program by restricting the design to have uniform cross section in the spanwise direction. Because of the pressure loading, a more efficient design has variable cross section. Such designs are obtained by combining the STAGS finite element program with the optimization program in the Microsoft EXCEL spreadsheet program using response surfaces. Buckling and stress response surfaces are constructed from multiple STAGS analyses and are used as constraints in the optimization. The optimization conducted with the response surfaces results in considerable weight savings compared to the uniform cross section design, albeit a more complex design. Initial optimization cycles identify a design space where simple approximate analyses, such as Euler-Bernoulli beam theory and Kirchhoff plate theory applied to laminated composites, can be used to predict the behavior of the structure.

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Citations
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Journal ArticleDOI

Topology Optimization in Aircraft and Aerospace Structures Design

TL;DR: In this article, a survey of recent advances of topology optimization techniques applied in aircraft and aerospace structures design is presented, including standard material layout for airframe structures, layout design of stiffener ribs for aircraft panels, multi-component layout design for aerospace structural systems, and multi-fasteners design for assembled aircraft structures.
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Review of multi-fidelity models

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Issues in Deciding Whether to Use Multifidelity Surrogates

TL;DR: In this article, it is shown that multifidelity surrogates are essential in cases where it is not affordable to have more than a few high-fidelity samples, but it is affordable to have as many low-idelity samples as needed.
Journal ArticleDOI

Efficient Optimization of Cylindrical Stiffened Shells with Reinforced Cutouts by Curvilinear Stiffeners

TL;DR: In this article, an efficient optimization framework of cylindrical stiffened shells with reinforced cutouts by curvilinear stiffeners is proposed, where the numerical implementation asymptotic homogenization method is used to smear out the stiffeners in the far field.
Journal ArticleDOI

Preliminary design optimization of stiffened panels using approximate analysis models

TL;DR: In this paper, the use of simple analysis methods for performing global optimization of stiffened shell structures is discussed, and the authors demonstrate the efficiency of using approximate analysis models by using PANDA2 for a practical design trade-study.
References
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Journal ArticleDOI

Response surface methodology

TL;DR: In this article, the Response Surface Methodology (RSM) is used for scheduling and scheduling in response surface methodologies, and it is shown that it can be used in a variety of scenarios.
Journal ArticleDOI

PANDA2: Program for Minimum Weight Design of Stiffened, Composite, Locally Buckled Panels

TL;DR: PANDA2 as discussed by the authors finds minimum weight designs of laminated composite flat or curved cylindrical panels with stiffeners in one or two orthogonal directions, which can be loaded by as many as five combinations of in-plane loads and normal pressure.
Journal ArticleDOI

Variable complexity design of composite fuselage frames by response surface techniques

TL;DR: In this paper, a response surface design approach is used to approximate the failure response of curved composite C-section frames subjected to an axial tensile loading using a minimum number of finite element analyses.
Proceedings ArticleDOI

Structural optimization of a hat stiffened panel by response surface techniques

TL;DR: In this article, the structural optimization of a typical bay of a blended wing body transport is described by combining the STAGS finite element analysis program with response surface approximations for the stresses and buckling loads.
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