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A method to determine nuclear magnetic resonance T2 cutoff value of tight sandstone reservoir based on multifractal analysis

机译:一种基于多法分析的砂岩储层核磁共振T2截止值的方法

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Nuclear magnetic resonance (NMR) T2 cutoff value is an important parameter for pore structure evaluation. It is complicated and uneconomical to obtain T2 cutoff value by an experimental method; therefore, it is necessary to explore a prediction method of T2 cutoff value. In this paper, 10 samples of tight gas reservoirs in the eastern Ordos Basin were selected, and then saturation and centrifugal experiments of nuclear magnetic resonance were carried out. On this basis, multifractal theory was introduced to calculate the multifractal characteristics of the NMR T2 spectrum of each sample, and the relationship between multifractal parameters and T2 value was analyzed. The influencing factors of the T2 cutoff value were clarified, and the prediction model of the T2 cutoff value was constructed accordingly. The results show that the T2 spectra of sandstones in the study area can be divided into three types: single steeple peak, double steeple peak, and irregular double peak. The pore diameter of the three types is 1?nm?~?3×104?nm, 1?nm?~?104?nm and 1?nm?~?4×103?nm, respectively. The T2 cutoff value ranges from 9.72 to 35.16?ms. The correlation analysis suggests that the symmetrical fractal dimension difference and symmetrical multifractal dimension ratio (Dmin?Dmax, Dmin/Dmax) shows a positive linear correlation with the T2 cutoff value. The value of T2 cutoff gradually decreases with the increase of the flow zone indicator (FZI). Therefore, three parameters, including symmetrical fractal dimension difference, symmetrical multifractal number ratio, and FZI are optimized, and the prediction model for the NMR T2 cutoff value of sandstone samples in the study area is proposed. The introduction of porosity‐related parameters compensates for the shortcomings of previous T2 cutoff value prediction models. At the same time, the prediction model is proven to be accurate and reliable by testing the measured data of the samples near the study area. The results of this paper can be used for further study of the NMR T2 cutoff value prediction of tight sandstone reservoirs in different areas.
机译:核磁共振(NMR)T2截止值是孔结构评估的重要参数。通过实验方法获得T2截止值是复杂和不经济的;因此,有必要探索T2截止值的预测方法。在本文中,选择了东部鄂尔多斯盆地的10个狭长气体储层,然后进行核磁共振的饱和和离心实验。在此基础上,引入了多重术理论以计算每个样品的NMR T2光谱的多重分术特征,分析多分术参数和T2值之间的关系。阐明了T2截止值的影响因素,并相应地构建了T2截止值的预测模型。结果表明,研究区的砂​​岩的T2光谱可分为三种类型:单一尖峰峰,双尖峰峰和不规则的双峰。三种类型的孔径为1?nm?3×104?nm,1?nm?〜Δ10≤nm和1?nm?4×103?nm。 T2截止值为9.72至35.16?MS。相关分析表明,对称分形尺寸差和对称的多法尺寸比(DminΔdmax,dmin / dmax)显示了与T2截止值的正线性相关性。随着流量区指示器(FZI)的增加,T2截止的值逐渐减小。因此,提出了三个参数,包括对称分形尺寸差异,对称多法术数和FZI,并且提出了研究区域中砂岩样品的NMR T2截止值的预测模型。孔隙度相关参数的引入补偿了先前T2截止值预测模型的缺点。同时,通过测试研究区域附近的样本的测量数据,证明预测模型是准确可靠的。本文的结果可用于进一步研究不同领域紧密砂岩储层的NMR T2截止值预测。

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