A Mesh Deformation Method for CFD-Based Hull Form Optimization
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 simulati...
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doaj-fd215cd1e5cc4035ba20b90a07c838cb2021-04-02T13:06:35ZengMDPI AGJournal of Marine Science and Engineering2077-13122020-06-01847347310.3390/jmse8060473A Mesh Deformation Method for CFD-Based Hull Form OptimizationKwang-Leol Jeong0Se-Min Jeong1Research Center, NEXTfoam Co., Ltd., Seoul 08512, KoreaDepartment of Naval Architecture and Ocean Engineering, Chosun University, Gwangju 61452, KoreaComputational 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.https://www.mdpi.com/2077-1312/8/6/473mesh deformationcomputational fluid dynamics (CFD)radial basis function (RBF) methodinverse distance weighted (IDW) methodhull form optimization |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Kwang-Leol Jeong Se-Min Jeong |
spellingShingle |
Kwang-Leol Jeong Se-Min Jeong A Mesh Deformation Method for CFD-Based Hull Form Optimization Journal of Marine Science and Engineering mesh deformation computational fluid dynamics (CFD) radial basis function (RBF) method inverse distance weighted (IDW) method hull form optimization |
author_facet |
Kwang-Leol Jeong Se-Min Jeong |
author_sort |
Kwang-Leol Jeong |
title |
A Mesh Deformation Method for CFD-Based Hull Form Optimization |
title_short |
A Mesh Deformation Method for CFD-Based Hull Form Optimization |
title_full |
A Mesh Deformation Method for CFD-Based Hull Form Optimization |
title_fullStr |
A Mesh Deformation Method for CFD-Based Hull Form Optimization |
title_full_unstemmed |
A Mesh Deformation Method for CFD-Based Hull Form Optimization |
title_sort |
mesh deformation method for cfd-based hull form optimization |
publisher |
MDPI AG |
series |
Journal of Marine Science and Engineering |
issn |
2077-1312 |
publishDate |
2020-06-01 |
description |
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. |
topic |
mesh deformation computational fluid dynamics (CFD) radial basis function (RBF) method inverse distance weighted (IDW) method hull form optimization |
url |
https://www.mdpi.com/2077-1312/8/6/473 |
work_keys_str_mv |
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