An adaptive gradient smoothing method (GSM) for fluid dynamics problems

被引:18
|
作者
Xu, George X. [1 ]
Liu, G. R. [2 ,3 ]
Tani, Atusi [4 ]
机构
[1] Inst High Performance Comp, Singapore 138632, Singapore
[2] Natl Univ Singapore, Dept Mech Engn, Ctr Adv Computat Engn Sci, Singapore 119260, Singapore
[3] SMA, Singapore 117576, Singapore
[4] Keio Univ, Dept Math, Kohoku Ku, Kanagawa 2238522, Japan
关键词
numerical method; FVM; adaptive; fluid dynamics; GSM; GSD; stencil; CONFORMING NODAL INTEGRATION; FINITE-ELEMENT-METHOD; MESH-FREE METHODS; COMPUTATIONS; ELASTICITY; STATE;
D O I
10.1002/fld.2032
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper, a novel adaptive gradient smoothing method (GSM) based on irregular cells and strong form of governing equations for fluid dynamics problems with arbitrary geometrical boundaries is presented. The spatial derivatives at a location of interest are consistently approximated by integrally averaging of gradients over a smoothing domain constructed around the location. Such a favorable GSM scheme corresponds to a compact stencil with positive coefficients of influence on regular cells. The error equidistribution strategy is adopted in the solution-based adaptive GSM procedure, and adaptive grids are attained with the remeshing techniques and the advancing front method. In this paper, the adaptive GSM has been tested for solutions to both Poisson and Euler equations. The sensitivity of the GSM to the irregularity of the grid is examined in the solutions to the Poisson equation. We also investigate the effects of cri-or indicators based on the first derivatives and second derivatives of density, respectively, to the solutions to the shock flow over the NACA0012 airfoil. The adaptive GSM effectively yields Much more accurate results than the non-adaptive GSM solver. The whole adaptive process is very stable and no spurious behaviors are observed in all testing cases. The cosmetic techniques for improving grid quality can effectively boost the accuracy of GSM solutions. It is also found that the adaptive GSM procedure using the second derivatives of density to estimate the error indicators can automatically and accurately resolve all key features occurring in the flow with discontinuities. Copyright (C) 2009 John Wiley & Sons, Ltd.
引用
收藏
页码:499 / 529
页数:31
相关论文
共 50 条
  • [31] A distributed implementation of an adaptive finite element method for fluid problems
    De Santiago, E
    Law, KH
    COMPUTERS & STRUCTURES, 2000, 74 (01) : 97 - 119
  • [32] A nonlocal gradient concentration method for image smoothing
    Qian Liu
    Caiming Zhang
    Qiang Guo
    Yuanfeng Zhou
    Computational Visual Media, 2015, 1 (03) : 197 - 209
  • [33] A nonlocal gradient concentration method for image smoothing
    Liu Q.
    Zhang C.
    Guo Q.
    Zhou Y.
    Computational Visual Media, 2015, 1 (3) : 197 - 209
  • [34] A smoothing stochastic gradient method for composite optimization
    Lin, Qihang
    Chen, Xi
    Pena, Javier
    OPTIMIZATION METHODS & SOFTWARE, 2014, 29 (06): : 1281 - 1301
  • [35] Superconvergent gradient smoothing meshfree collocation method
    Wang, Dongdong
    Wang, Jiarui
    Wu, Junchao
    COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2018, 340 : 728 - 766
  • [36] A Parameter Adaptive Method for Image Smoothing
    Wang, Suwei
    Ma, Xiang
    Li, Xuemei
    TSINGHUA SCIENCE AND TECHNOLOGY, 2024, 29 (04): : 1138 - 1151
  • [37] Dynamics of the adaptive natural gradient descent method for soft committee machines
    Inoue, M
    Park, H
    Okada, M
    PHYSICAL REVIEW E, 2004, 69 (05): : 14
  • [38] A local Lagrangian gradient smoothing method for fluids and fluid-like solids: A novel particle-like method
    Mao, Zirui
    Liu, G. R.
    Huang, Yu
    ENGINEERING ANALYSIS WITH BOUNDARY ELEMENTS, 2019, 107 : 96 - 114
  • [39] Adaptive smoothing function filtering based on gradient in InSAR image
    Fu, Zhengqing
    Liu, Guolin
    Tao, Qiuxiang
    Liu, Weike
    Cehui Xuebao/Acta Geodaetica et Cartographica Sinica, 2014, 43 (03): : 263 - 267
  • [40] USE OF THE GRADIENT METHOD FOR SOLUTION OF CERTAIN SPACEFLIGHT DYNAMICS PROBLEMS.
    Ponomareva, V.L.
    Cosmic Research (English translation of Kosmicheskie Issledovaniya), 1977, 15 (03): : 283 - 287