公开(公告)号：US07363163B2

公开(公告)日：2008-04-22

申请号：US11514925

申请日：2006-09-05

Applicant: Mickaële Le Ra Valec-Dupin ,  Lin-Ying Hu

Inventor： Mickaële Le Ra Valec-Dupin ,  Lin-Ying Hu

IPC: G01V9/00

CPC classification number: G01V99/005 ,  G01V2210/66 ,  G01V2210/665

Abstract: A method for updating a geological reservoir model by integration of dynamic data having application, for example, to petroleum reservoir development. An initial map (y) of petrophysical properties is constructed by means of a geostatistical simulator and of static data. Then an initial set of gradual pilot points (PPi) and at least one complementary set of gradual pilot points (PPc) are constructed. A combined set of gradual pilot points (PP(t)) is then constructed by combining these sets of gradual pilot points according to the gradual deformation method wherein at least one deformation parameter is a characteristic parameter of said pilot points (position and/or value). The initial map (y) is then modified, the deformation parameters are modified according to the dynamic data and the procedure is repeated until a stop criterion is reached and the geological reservoir model is updated by associating the map thus optimized with the grid of the model.

Abstract translation: 一种用于通过将例如应用于石油储层开发的动态数据整合来更新地质储层模型的方法。 通过地统计模拟器和静态数据构建岩石物理性质的初始图（y）。 然后，构建一组初始的渐进导频点（PP＆lt; i＆gt;）和至少一个互补的逐渐导频点集合（PP＆lt;＆gt; c＆gt;）。 然后根据逐渐变形方法组合这些渐变导频点集合来构建一组渐进导频点（PP（t）），其中至少一个变形参数是所述导频点的特征参数（位置和/或值 ）。 然后修改初始地图（y），根据动态数据修改变形参数，重复该过程直到达到停止标准，并通过将优化的图与模型的网格相关联来更新地质储层模型 。

公开(公告)号：US07274993B2

公开(公告)日：2007-09-25

申请号：US10992793

申请日：2004-11-22

Applicant: Lin-Ying Hu ,  Darryl Fenwick

Inventor： Lin-Ying Hu ,  Darryl Fenwick

IPC: G01V1/28 ,  G06F19/00

CPC classification number: G01V1/282 ,  E21B49/00 ,  G01V2210/665

Abstract: A computer implemented method for forming an optimum stochastic model representative of the spatial distribution, in a heterogeneous underground zone, of physical quantities such as permeability and porosity, based upon measured dynamic data, representative of fluid displacements in a medium, using a continuous distribution parameterization technique is disclosed. The method has application for elaboration of an underground reservoir model by simulating the configuration of various heterogeneities: permeability, porosity, fractures, channels, etc.

Abstract translation: 一种计算机实现的方法，用于基于测量的动态数据（代表介质中的流体位移），使用连续分布参数化来形成代表异质地下区域中物理量（例如渗透率和孔隙率）的空间分布的最优随机模型 技术被公开。 该方法通过模拟各种不均匀性的构造，渗透率，孔隙度，裂缝，通道等，对地下储层模型进行了阐述。

公开(公告)号：US07151845B2

公开(公告)日：2006-12-19

申请号：US10091454

申请日：2002-03-07

Applicant: Lin-Ying Hu

Inventor： Lin-Ying Hu

IPC: G06K9/00 ,  G06K9/40 ,  G06K9/38

CPC classification number: G01V11/00

Abstract: A geostatistical method for gradually deforming an initial distribution of objects, of geologic type for example, from measurements or observations, so as to best adapt it to imposed physical constraints of, for example, a hydrodynamic type having applications of geostatistical modelling of heterogeneous reservoirs of various objects: fracture, channels, vesicles, etc., for example. The objects are distributed in a zone of a heterogeneous medium according to a Poisson point process in form of figurative points with a point density λ(x) that varies according to their position (x) in the zone, a realization of a uniform random vector according to which the position of each object is defined while respecting density λ(x) is formed, and the uniform random vector is gradually modified according to a gradual deformation process so as to obtain gradual migration of each object until a final realization best adjusted to parameters relative to the structure of the medium, such as hydrodynamic parameters, is obtained.

Abstract translation: 一种地质统计学方法，用于逐渐变形例如来自测量或观测的地质类型的物体的初始分布，以便最佳地适应其施加的物理约束，例如具有应用了异质储层的地统计建模的流体动力学类型 各种物体：例如骨折，通道，囊泡等。 根据泊松点过程，物体按照泊位点过程的形式分布在异质介质区域中，形象点的点密度λ（x）根据区域的位置（x）而变化，实现均匀的随机向量 根据该方法，在形成密度λ（x）的同时定义每个对象的位置，并且根据逐渐变形过程逐渐修改均匀随机向量，以便获得每个对象的逐渐迁移，直到最终实现最佳地调整为 获得了相对于介质结构的参数，如流体力学参数。