分形
分形维数
磁导率
多孔性
材料科学
矿物学
分形分析
谱线
分析化学(期刊)
地质学
化学
物理
数学
色谱法
复合材料
数学分析
生物化学
天文
膜
作者
Shuailong Feng,Mingyang Li,Junjian Zhang,Guangwei Xu,Veerle Vandegniste,Pengfei Zhang,Wei Ju
摘要
Abstract Pore‐fracture structure distribution heterogeneity (PFSH) affects dynamic variation of porosity‐permeability of tight sandstone reservoirs, then restricting gas production performance. A fractal model by low‐field nuclear magnetic resonance technology (LF‐NMR) has been used in the quantitative characterization of PFSH. Among some literature, PFSH was studied by using a saturated T 2 spectrum. However, there are few studies on fractal characteristics of T 2 spectral morphology in a centrifugal state and its influence on porosity‐permeability parameters. In this paper, 30 tight sandstone samples were collected from Taiyuan Formation in Qinshui Basin. Then LF‐NMR technology was used to analyze PFSH, and sample types were divided by using T 2 spectra difference under saturated and centrifugal conditions. Meanwhile, single (model 1 and 2) and multi‐fractal model are adopted to calculate fractal parameters of saturated and centrifugal T 2 spectra, and then a difference in fractal parameters under different water conditions was compared. Correlation between different fractal parameters, pore structure and T 2 cut‐off value are studied, and a mathematical prediction model for T 2 cut‐off value by using fractal and pore structure parameters are established. The results are as follows. (1) All the samples are divided into four types A/B/C/D. For example, the type A sample is characterized by a single peak of T 2 spectrum and T 2 value is less than 10 ms, which indicates that this type belongs a smaller‐pore developed. Type B sample is characterized by a single peak of T 2 spectrum and T 2 value is10–100 ms, which indicates that this type belongs to mesopore developed. (2) In saturated state ( D S ), PFSH of type A sample by using model 1 and 2 is stronger than that of type B, followed by type C and D. Then the multifractal model shows that PFSH of type B sample is stronger than that of other sample types. Correlation between fractal dimension calculated by using single fractal and pore structure parameters is stronger than that of multifractal dimension. (3) T 2 spectrum in centrifugal state has fractal characteristics ( D i ), and there are certain correlation D i with D s . Therefore, a mathematical prediction model for T 2 cut‐off value by using fractal and pore structure parameters is established. © 2023 Society of Chemical Industry and John Wiley & Sons, Ltd.
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