首页|序贯高斯模拟方法在孔隙结构建模中的研究

序贯高斯模拟方法在孔隙结构建模中的研究

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传统地质模拟算法的目的在于对一个之前的协方差C(h)模型或等价的变差函数进行重构,其实质为空间任意两值Z(μ)和Z(μ+h)之间的统计学关系.序贯高斯模拟方法作为地质统计学模拟算法之一,拥有构建更精确协方差的能力.本文基于真实岩心孔隙数据信息,利用序贯高斯模拟方法进行了孔隙结构建模研究,通过对真实岩心数据进行序贯高斯模拟,随后对模拟结果的各向异性进行变差函数分析,通过最终实验的指数函数图像及拟合指数函数得出,序贯高斯模拟具有良好的模拟性能,经验证可以利用序贯高斯模拟方法来实现未知信息的预测,证明了该方法的实用性.
Research on sequential Gaussian simulation method in pore structure modeling
The purpose of traditional geological simulation algorithms is to reconstruct a previous covariance model C(h)or equivalent variation function,which is essentially a statistical relationship between the sum of any two values Z(μ)and Z(μ+h)in space.As one of the geostatistical simulation algorithms,the sequential Gaussian simulation method has the ability to construct more accurate covariances.Based on the real core pore data information,this paper uses sequential Gaussian simulation method to model the pore structure,through the sequential Gaussian simulation on the real core data,and then the variation function analysis of the anisotropy of the simulation results,through the exponential function image and the fitting exponential function of the final experiment,sequential Gaussian simulation has good simulation performance,and it is verified that the sequential Gaussian simulation method can be used to achieve the prediction of unknown information,which proves the practicability of the method.

sequential Gaussian simulation methodpore structure modelingvariation fu-nction

高嘉琦、刘宇航、谢青、李嘉、宋奕飞

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西安石油大学石油工程学院,陕西西安 710065

序贯高斯模拟方法 孔隙结构建模 变差函数

国家自然科学基金面上项目2022大学生创新创业训练计划项目

5197041154202210705041

2024

石油化工应用
宁夏化工学会

石油化工应用

影响因子:0.276
ISSN:1673-5285
年,卷(期):2024.43(9)