4.7 Article

A new approach to optimize variable axial composite shells: A metaheuristic procedure using the finite element method

Journal

THIN-WALLED STRUCTURES
Volume 183, Issue -, Pages -

Publisher

ELSEVIER SCI LTD
DOI: 10.1016/j.tws.2022.110389

Keywords

Laminated composites; Metaheuristic optimization; Finite element analysis; Steered-fiber composite optimization; Variable axial composites

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This paper presents and evaluates a strategy for designing optimum fiber patterns of constant thickness variable-stiffness laminated composite plates and shells. The optimization framework utilizes finite element analysis and the particle swarm optimization algorithm, with a main contribution being the method proposed for parametric description of fiber orientation. Scalar values assigned to control points on the structure are taken as design variables, and these values are interpolated using radial basis functions to define the fiber orientation on the structure's surface. The proposed strategy is applicable to flat and curved structures, ensuring fiber continuity and requiring fewer design variables compared to element-wise fiber angle optimization. The effectiveness of the strategy is demonstrated through optimization of a flat plate, a shallow shell with a hole, and a pressure vessel.
A strategy for the design of optimum fiber pattern of constant thickness variable-stiffness laminated composite plates and shells is presented and evaluated. The optimization framework employs finite element analysis and the particle swarm optimization (PSO) algorithm, but the main contribution lies in the method proposed for the parametric description of the fiber orientation. Scalar values assigned to control points distributed in advance on the structure are taken as the design variables. These values are interpolated at the nodes of the finite element mesh using a radial basis function (RBF). The fiber orientation on the surface of the structure is continuously defined by the gradient of the scalar field obtained by the interpolation of the nodal values using the finite element shape functions. This approach is applicable to flat and curved structures, ensuring fiber continuity and demanding less design variables than element-wise fiber angle optimization. The effectiveness of the proposed strategy is evaluated by the optimization of a flat plate, a shallow shell with a hole and a pressure vessel.

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