公开(公告)号：US20160146972A1

公开(公告)日：2016-05-26

申请号：US14950177

申请日：2015-11-24

Applicant: CONOCOPHILLIPS COMPANY

Inventor： Sahyun HONG

IPC: G01V99/00 ,  G06F17/18

CPC classification number: G01V99/005 ,  G01V99/00

Abstract: Examples of computer-implemented method for geostatistical reservoir modeling include: obtaining a prior probability distribution function using primary data; obtaining a likelihood probability distribution function, via a computer processor, using secondary data, wherein the likelihood probability distribution function is obtained using a Gaussian mixture model that models non-linear relationship between the primary data and secondary data; combining the prior probability distribution function with the likelihood probability distribution function to generate a posterior probability distribution function; and outputting a reservoir model based on the posterior probability distribution function.

Abstract translation: 用于地统计储层建模的计算机实现方法的示例包括：使用主数据获得先验概率分布函数; 通过计算机处理器获得使用二次数据的似然概率分布函数，其中使用建模主数据和次数据之间的非线性关系的高斯混合模型获得似然概率分布函数; 将先验概率分布函数与似然概率分布函数相结合，生成后验概率分布函数; 并基于后验概率分布函数输出储层模型。