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PEBI网格节点编号优化方法研究
引用本文:孟宪海,李吉刚,蒋丽,杨钦.PEBI网格节点编号优化方法研究[J].计算机工程与应用,2010,46(24):197-200.
作者姓名:孟宪海  李吉刚  蒋丽  杨钦
作者单位:北京航空航天大学计算机学院,北京,100191
基金项目:国家科技重大专项基金 
摘    要:基于PEBI网格的油藏数值模拟能够更准确地模拟地下油藏流动,模拟过程中主要是求解以PEBI网格为差分单元的有限差分方程。提出采用谱算法优化PEBI网格节点的编号来减少差分方程中系数矩阵的带宽,以节约计算时间和数据存储量。首先计算网格按初始编号所形成的邻接矩阵及其Laplacian矩阵,然后通过计算Laplacian矩阵的特征值和特征向量得到Fiedler特征向量,最后对Fiedler特征向量进行排序,并根据排序后的向量对PEBI重新编号。最后通过实验验证了谱算法在PEBI网格编号优化中的有效应用。

关 键 词:PEBI网格  节点编号  Fiedler特征向量  谱算法  油藏数值模拟
收稿时间:2009-11-5
修稿时间:2010-3-19  

Research on optimization of numbering of PEBI grid node
MENG Xian-hai,LI Ji-gang,JIANG Li,YANG Qin.Research on optimization of numbering of PEBI grid node[J].Computer Engineering and Applications,2010,46(24):197-200.
Authors:MENG Xian-hai  LI Ji-gang  JIANG Li  YANG Qin
Affiliation:School of Computer Science & Engineering,Beihang University,Beijing 100191,China
Abstract:The reservoir simulation based on PEBI grid can simulate more accurately.Its major calculation is to solve the finite difference equation which is based on the PEBI grid.In order to speed up the process and minimize the data storage,a method to optimize the numbering of PEBI grid through the spectral algorithm is presented,which can minimize the bandwidth of matrix which represents the finite difference equation's coefficient.There are three main steps in this algorithm.First, calculate the adjacent matrix of the grid and its Laplacian matrix in accordance with the original numbering.Then,get the Fiedler vector by computing the eigenvalues and eigenvectors of the Laplacian matrix.At last,sort the Fiedler vector through the quick sort,and renumber the grids according to the sorted Fiedler vector.In the end,the good result of PEBI grid's num-bering optimization through spectral algorithm is proved by experiment.
Keywords:PEBI grid  node numbering  Fiedler vector  spectral algorithm  reservoir simulation
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