Abstract

Computational fluid dynamics (CFD) is an effective tool for ship resistance prediction and hull form optimization. A three-dimensional volume mesh is essential for CFD simulation, and mesh generation requires much time and effort. Mesh deformation can reduce the time for mesh generation and simulation. The radial basis function (RBF) and inverse distance weighted (IDW) methods are well-known mesh deformation methods. In this study, the two methods are compared and a novel mesh deformation method for hull form optimization is proposed. For the comparison, a circular cylinder polyhedral mesh was deformed to the National Advisory Committee for Aeronautics (NACA) 0012 mesh. The results showed that the RBF method is faster than the IDW method, but the deformed mesh quality using the IDW method is better than that using the RBF method. Thus, the RBF method was modified to improve the deformed mesh quality. The centroids of the boundary layer cells were added to the control points, and the displacements of the centroids were calculated using the IDW method. The cells far from the ship were aligned to the free surface to minimize the numerical diffusion of the volume of fluid function. Therefore, the deformable region was limited by the deformed boundary, which reduced the time required for mesh deformation. To validate its applicability, the proposed method was applied for varying the bow shape of Japan Bulk Carrier (JBC). The resistances were calculated with the deformed meshes. The calculation time was reduced to approximately one-third using the result of the initial hull form as the initial condition. Thus, the proposed mesh deformation method is efficient and effective enough for CFD-based hull form optimization.

Highlights

  • Computational fluid dynamics (CFD) is one of the general tools for estimating the resistance of a ship in calm water

  • The parallelization of the algorithm was described. They showed that the non-orthogonality of the boundary layer of the deformed mesh using the inverse distance weighted (IDW) method is better than that by the radial basis function (RBF) method if the rotation of the body surface is high

  • To show the robustness of the IDW method, a two-dimensional (2D) mesh for the circle was deformed to the mesh of National Advisory Committee for Aeronautics (NACA) 0012

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Summary

Introduction

Computational fluid dynamics (CFD) is one of the general tools for estimating the resistance of a ship in calm water. The parallelization of the algorithm was described They showed that the non-orthogonality of the boundary layer of the deformed mesh using the IDW method is better than that by the RBF method if the rotation of the body surface is high. He et al [9] applied the IDW method to optimize an airfoil that starts with a circle. To show the robustness of the IDW method, a two-dimensional (2D) mesh for the circle was deformed to the mesh of NACA 0012 They concluded that the IDW method is better than the RBF method in terms of non-orthogonality of the boundary layer.

Mesh Deformation Methods
RBF Method
IDW Method
Improved RBF Method
Mesh Deformation for Hull Form Variation
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