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应用Hilbert Huang变换方法研究等时小层划分及对比
引用本文:徐敬领,王贵文,刘洛夫,张春花,薛宗安.应用Hilbert Huang变换方法研究等时小层划分及对比[J].石油地球物理勘探,2010,45(3):430.
作者姓名:徐敬领  王贵文  刘洛夫  张春花  薛宗安
作者单位:中国石油大学油气资源与探测国家重点实验室;
基金项目:中石油国家科技重大专项(2008ZX05020)“复杂油气藏测井综合评价技术、配套装备与处理解释软件”资助
摘    要: 小层对比是油田开发过程中的基础性工作,其对比精度和准确性关系到是否能发现以前漏掉的一些储集层。为了提高小层对比精度,文中提出了应用Hilbert Huang变换方法提取等时小层的“三瞬”参数响应特征进行等时小层划分及对比的方法:首先用经验模态分解(EMD)方法对测井资料进行处理,得出不同尺度的固有模态函数(IMF);然后根据区域等时小层边界标定的要求,对不同尺度大小的固有模态函数进行Hilbert变换,提取出反映等时小层边界特征的瞬时频率、瞬时振幅、瞬时相位等(三瞬)参数;最后利用高分辨率剖面重建技术对瞬时频率进行重构,得到Hilbert谱。利用“三瞬”参数的周期旋回变化及Hilbert谱特征可标定小层的界面并在旋回的控制下进行等时小层对比。此法已在长庆油区应用,表明该方法是有效的。

关 键 词:测井资料  Hilbert  Huang变换  等时小层划分及对比  “三瞬”参数  经验模态分解  固有模态函数

Application of Hilbert-Huang transform to study classification and correlation of isochrone substratum
Xu Jing-ling,Wang Gui-wen,Liu Luo-fu,Zhang Chun-hua , Xue Zong-an..State Key Lab of Petroleum Resource , Prospecting,China University of Petroleum,Beijing City,China.Application of Hilbert-Huang transform to study classification and correlation of isochrone substratum[J].Oil Geophysical Prospecting,2010,45(3):430.
Authors:Xu Jing-ling  Wang Gui-wen  Liu Luo-fu  Zhang Chun-hua  Xue Zong-anState Key Lab of Petroleum Resource  Prospecting  China University of Petroleum  Beijing City  China
Affiliation:Xu Jing-ling1,Wang Gui-wen1,Liu Luo-fu1,Zhang Chun-hua1 and Xue Zong-an1.1.State Key Lab of Petroleum Resource and Prospecting,China University of Petroleum,Beijing City,102249,China
Abstract:Substratum correlation is basic work in oil-field development,its precision and accuracy determines if the missed reservoirs can be found or not.For raising the precision of substratum correlation,application of Hilbert-Huang transform in extraction of three instantaneous parameters to conduct isochrone substratum classification as well as the correlation methods were introduced in this paper as below:at first using empirical mode decomposition method to process well logging data and obtaining intrinsic mod...
Keywords:well logging data  Hilbert-Huang transform  classification and correlation of isochrone substratum  three instantaneous parameters  empirical mode decomposition  intrinsic mode function  
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