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Identifying the Change of Seepage Field in Karst Aquifer under Tunnel Engineering: Insight from FEFLOW Modeling 隧道工程条件下岩溶含水层渗流场变化识别:基于FEFLOW模型的启示
IF 2.4 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-07-14 DOI: 10.2113/2021/6044574
Yunhui Zhang, Xiangbo Hu, Huan Luo, Yang Liu, Rongwen Yao, J. Duo, Xiao Li, Xun Huang
Water inrush is one of the most serious phenomena threatening the safety of tunnel construction. The West Qinling 1# tunnel, as the major section of the Bailong River diversion project, traverses a complicated karst area and would be faced with a water inrush disaster. Based on geological and hydrogeological conditions, the Finite element subsurface flow system software is used to simulate and predict the development of the natural seepage field and dredging construction conditions of the seepage field on the West Qinling 1# tunnel area. The prediction results show that the groundwater level will drop up to 113.9 m under dredging construction conditions, with an impact radius of up to 11.5 km. Seepage field evolution and water influx were simulated under two conditions of construction plugging construction, respectively. The prediction results show that the groundwater level in the middle part of tunnel 1# is 112.68 m depth without blocking condition with an influence range of 10.5 km. The maximum water volume per unit length of the karst cave increases to 4.32 m3/d·m. In the plugging condition, the influencing scope does not significantly reduce, but the extent of the impact is greatly weakened. The groundwater level generally dropped at 10–25 m depth and the karst cave section unit length of the maximum water volume of 0.83 m3/d·m in the rainy season. The achievements of this study would provide a vital reference for the prevention of water inrush in karst tunnel construction.
突水是威胁隧道施工安全的最严重的现象之一。西秦岭1#隧道作为白龙江引水工程的主要区段,穿越复杂的岩溶区,将面临突水灾害。根据地质、水文地质条件,利用有限元潜流系统软件对西秦岭1#隧道区域天然渗流场的发展及渗流场的疏浚施工条件进行了模拟和预测。预测结果表明,在疏浚施工条件下,地下水位将下降113.9 m,影响半径达11.5 km。分别模拟了两种施工封堵条件下的渗流场演化和水侵量。预测结果表明:1#隧道中部地下水位为112.68 m,无堵塞情况,影响范围为10.5 km。溶洞单位长度最大水量增加到4.32 m3/d·m。在堵塞状态下,影响范围不明显减小,但影响程度大大减弱。雨季地下水位普遍在10 ~ 25 m深度处下降,溶洞断面单位长度最大水量为0.83 m3/d·m。研究成果将为岩溶隧道施工中防治突水提供重要参考。
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引用次数: 1
Fluid-Solid Coupling Mechanism of Shale Hydraulic Fracture Propagation Based on True Triaxial Test and Numerical Analysis 基于真三轴试验与数值分析的页岩水力裂缝扩展流固耦合机理
IF 2.4 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-07-14 DOI: 10.2113/2022/5085244
Bohu Zhang, Yao Hu, Xinxin Hu, Qian Xu
Hydraulic fracture propagation has a great influence on reservoir reconstruction in shale gas exploitation. The study on mechanism of hydraulic fracture propagation is important. Based on the fluid-solid coupling theory, the propagation criterion under hydraulic pressure of shale is deduced in this paper. In combination with large-scale true triaxial experiment and numerical simulation, the law of hydraulic fracture propagation is researched, and the mechanism of hydraulic fracture propagation is obtained. The results show that shale will produce tensile failure and shear failure under the interaction of water pressure and ground stress. Acoustic emission monitoring data show that the initiation of microfracture is related to water pressure. When the fracture occurs, the number of acoustic emission events increases, and the water pressure drops sharply. Tensile failure occurs mainly at the crack tip, while shear failure occurs mainly at the weak structural plane. When bedding is encountered, hydraulic fracture will be diverted and spread along the bedding. If the strength of the cement inside the bedding is high, the hydraulic fracture passes directly through the weak structural plane. In this paper, the mechanism of shale hydraulic fracture propagation is studied, which has a certain theoretical and practical significance for shale gas fracturing effect evaluation and reservoir stimulation.
在页岩气开发中,水力裂缝扩展对储层改造有很大影响。水力裂缝扩展机理的研究具有重要意义。基于流固耦合理论,推导了页岩在水压作用下的扩展准则。结合大型真三轴试验和数值模拟,研究水力裂缝扩展规律,得出水力裂缝扩展机理。结果表明:在水压和地应力的共同作用下,页岩会发生拉破坏和剪切破坏;声发射监测数据表明,微裂缝的起裂与水压有关。裂缝发生时,声发射事件数增加,水压急剧下降。拉伸破坏主要发生在裂纹尖端,剪切破坏主要发生在脆弱结构面。当遇到层理时,水力裂缝会被分流并沿层理扩散。如果层理内部水泥强度高,水力裂缝直接穿过弱结构面。本文对页岩水力裂缝扩展机理进行了研究,对页岩气压裂效果评价和储层改造具有一定的理论和现实意义。
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引用次数: 0
Study on the Oxygen Content of Oxygen-Reducing Air Flooding Based on Anticorrosion Considerations 基于防腐考虑的还氧剂空气驱油氧含量研究
IF 2.4 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-07-14 DOI: 10.2113/2022/6264272
Xiaoyan Li, Baocheng Shi, Jianpeng Pan, X. Zhang, Kai Liu, Guofa Ji, Yindi Zhang
Oxygen-reduced air flooding (ORAF) is an important efficient development means for tight and low permeability reservoirs because of its low cost, low risk, and ability to penetrate into voids and substrates. However, the critical value of oxygen-reduced, which can take into account the cost and corrosion protection requirements, is uncertain. Therefore, the corrosion behavior of N80, J55, and 3Cr steels under simulated high pressure (30 MPa) gas injection with different oxygen content (1%–12% vol.) was studied by weight loss method and Ultra-Depth Three-Dimensional Microscope. Under this oxygen content, the corrosion behavior of N80, J55, and 3Cr steels under different total pressure (20–35 MPa), temperature (25℃–70℃), and coexistence of gas and water was further studied. The results show that under the condition of high temperature and high-pressure drying, when the oxygen content in the oxygen-reduced air is reduced to 5%, all three kinds of steels belong to slight corrosion (<0.025 mm/a), and the oxygen-reduced cost can still be kept at a low level. In addition, under the condition of 5% oxygen content, when the corrosion medium of the wellbore is only deoxidized gas, the corrosion is slight, so N80 steel at a lower cost can be used. However, when the wellbore contains liquid, the corrosion is serious, and anticorrosion measures need to be taken. This study can provide certain data support for the selection of oxygen content and the corrosion protection of gas-injection wells shaft in the process of high-pressure gas injection by ORAF.
氧还原气驱(ORAF)具有成本低、风险小、能够穿透空隙和基底等优点,是致密低渗透油藏开发的重要高效手段。然而,考虑到成本和防腐要求,氧还原的临界值是不确定的。为此,采用失重法和超深三维显微镜研究了N80、J55和3Cr钢在不同氧含量(1% ~ 12%体积)的模拟高压(30 MPa)注气条件下的腐蚀行为。在此氧含量下,进一步研究了N80、J55和3Cr钢在不同总压(20 ~ 35 MPa)、温度(25℃~ 70℃)和气水共存条件下的腐蚀行为。结果表明:在高温高压干燥条件下,当氧还原空气中的氧含量降至5%时,三种钢均属于轻微腐蚀(<0.025 mm/a),氧还原成本仍可保持在较低水平。此外,在氧含量为5%的条件下,当井筒的腐蚀介质仅为脱氧气体时,腐蚀轻微,因此可采用成本较低的N80钢。但当井筒中含有液体时,腐蚀严重,需要采取防腐措施。该研究可为ORAF高压注气过程中氧含量的选择和注气井井筒的防腐提供一定的数据支持。
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引用次数: 0
Global Geodynamic Control on Phanerozoic Marine Carbonates Sedimentary Systems 显生宙海相碳酸盐岩沉积体系的全球地球动力学控制
IF 2.4 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-07-13 DOI: 10.2113/2023/9689299
Tassy Aurélie, Borgomano Jean, Leonide Philippe, Hairabian Alex, Lanteaume Cyprien, Michel Julien
This pilot study is founded on an exhaustive investigation of representative and well-documented cases (120) of carbonate systems during the Phanerozoic. We investigated the coupling between geodynamic settings and geometry, physiography, and stratigraphic architecture of carbonate platforms. The objective is to identify and quantify the impact of geodynamic controls on carbonate platforms and possible global trends during the Phanerozoic. Carbonate platforms are characterized in terms of geometry, stratigraphic architecture, time duration, preservation rate, progradation and rates of progradation, platform type, and thickness. Geodynamic parameters are characterized in terms of basin physiography, basement depth and type, tectonic setting, and subsidence origin. Relationships between carbonate parameters and geodynamic characteristics are investigated, leading to nine models of Geodynamic Carbonate Platforms. Passive margin is the most favorable geodynamic setting for the development of carbonate platforms in three dimensions. The continental crust hosts most of the carbonate platforms independently of time and geodynamic settings. Carbonate platforms developed above the exhumed mantle or oceanic crust (volcano) are the exception or very small and isolated. Global trends during the Phanerozoic of carbonate platform lateral extend, progradation, or thickness are tentatively interpreted in relation to geodynamic and eustatic parameters. The concept of spatial intersection between geodynamic and climatic windows favorable to carbonate platforms is introduced with its possible retroaction to the global carbon cycle.
这项初步研究是建立在对显生宙碳酸盐体系的代表性和充分记录的案例(120)的详尽调查的基础上的。我们研究了地球动力学背景与碳酸盐台地的几何、地貌和地层构型之间的耦合关系。目的是识别和量化显生宙期间地球动力学控制对碳酸盐岩台地的影响和可能的全球趋势。碳酸盐岩台地在几何形状、地层构造、时间持续、保存速率、沉积和沉积速率、台地类型和厚度等方面具有一定的特征。地球动力学参数包括盆地地貌、基底深度和类型、构造背景和沉降成因。研究了碳酸盐岩参数与地球动力学特征的关系,得到了9种碳酸盐岩地球动力学台地模型。被动边缘是三维碳酸盐岩台地发育最有利的地球动力学背景。大陆地壳承载着大部分的碳酸盐岩台地,与时间和地球动力学背景无关。在出土的地幔或海洋地壳(火山)之上发育的碳酸盐台地是非常小和孤立的例外。在显生宙期间,碳酸盐台地横向伸展、进积或厚度的全球趋势与地球动力学和海平面升降参数的关系进行了初步解释。提出了有利于碳酸盐台地的地球动力窗和气候窗的空间交叉点概念,并提出了其对全球碳循环的可能反作用。
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引用次数: 0
Study on Stress-Type Rockburst Mechanism Based on Continuous-Discontinuous Element Method 基于连续-不连续单元法的应力型岩爆机理研究
IF 2.4 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-05-08 DOI: 10.2113/2022/5668451
Kezhu Chen, Tianbin Li, Meiben Gao, Chun-chi Ma, Y. Zhang
Rockburst plays a serious threat to personnel and equipment during underground engineering construction. The study of the rockburst mechanism is helpful to its prediction and prevention. Based on the characteristic analysis of a large number of rockburst cases, Li et al. proposed three stress-type and three stress-structural rockbursts and obtained the geological characteristics and occurrence criteria of these rockbursts, but the evolution process of rockbursts is still unclear. Based on the continuous-discontinuous element method, the characteristics of failure process, surrounding rock stress, motion, and energy of three stress-rockburst blocks are analyzed. The results show that rockburst failure generally goes through several stages, such as a few surfaces tensile failure, shallow shear failure, deep extension of tensile failure, shear failure communication, and rockburst occurrence. The total volume of rockburst blocks and the main distribution intervals of block diameters for different types of rockbursts are quite different, which are mainly affected by stress state and geological structure. The ejection velocity of the small block is always higher than that of the large block during the same one rockburst simulation, and the ejection velocity of the small block is from the surface. In the process of rockburst, not only the elastic strain energy is released but also the elastic strain energy is accumulated. The greater the rockburst intensity, the more the elastic strain energy is released, and the steeper the prepeak curve of elastic strain energy. The research results provide a reference for further understanding the mechanism of rockburst and lay a theoretical basis for the prevention and control of rockburst in underground engineering.
在地下工程施工中,岩爆对人员和设备造成了严重的威胁。对岩爆机理的研究有助于岩爆的预测和防治。Li等在对大量岩爆案例进行特征分析的基础上,提出了三种应力型岩爆和三种应力构造岩爆,并获得了这些岩爆的地质特征和产状判据,但岩爆的演化过程尚不清楚。基于连续-不连续单元法,分析了3个应力-岩爆块体的破坏过程、围岩应力、运动和能量特征。结果表明:岩爆破坏总体上经历了少量地表拉伸破坏、浅层剪切破坏、拉伸破坏向深部延伸、剪切破坏贯通、岩爆发生等几个阶段;不同类型岩爆的岩爆块体总量和主要块体直径分布区间差异较大,主要受应力状态和地质构造的影响。在同一次岩爆模拟中,小块体的弹射速度总是高于大块体的弹射速度,并且小块体的弹射速度来自地表。在冲击地压过程中,弹性应变能不仅有释放,而且有积累。冲击地压强度越大,释放的弹性应变能越多,弹性应变能预峰曲线越陡。研究结果为进一步认识岩爆机理提供了参考,为地下工程防治岩爆奠定了理论基础。
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引用次数: 0
Preparation and Application of Laponite®-Based Amphiphilic Janus Nanosheets for Enhanced Oil Recovery 基于Laponite®的两亲性Janus纳米片的制备与应用
IF 2.4 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-04-27 DOI: 10.2113/2022/2970640
Xiu-rong Wang
In this study, the interfacial reaction method was used to modify the laponite particles using 3-glycidoxypropyltrimethoxysilane and octadecylamine, and the structure, morphology, and displacement performance tests of the modified particles were carried out. Elemental analysis, Fourier-transform infrared spectrometer, thermogravimetric analysis, and transmission electron microscopy are used to characterize the structure and morphology of the modified particles, and the results showed that laponite particles had been successfully modified. Results of the study indicated that Laponite®-based amphiphilic janus nanosheets (LAS) can accumulate at the interface, reduce the interfacial tension from 14.9 to 9.6 mN/m, and have a good emulsification effect for a long time. Second, the wettability alteration exhibited by LAS can change the wettability of the rock from oil-wet to water-wet. In addition, oil displacement experiments showed that LAS nanofluids can extract 11.6% at low concentration, which has a certain application potential.
本研究采用界面反应法,采用3-甘氧基丙基三甲氧基硅烷和十八乙胺对拉脱土颗粒进行了改性,并对改性颗粒进行了结构、形貌和位移性能测试。利用元素分析、红外傅立叶变换光谱仪、热重分析和透射电镜对改性后的拉脱土颗粒进行了结构和形貌表征,结果表明,拉脱土颗粒改性成功。研究结果表明,基于Laponite®的两亲性janus纳米片(LAS)可以在界面处积累,使界面张力从14.9 mN/m降低到9.6 mN/m,并长期具有良好的乳化效果。其次,LAS表现出的润湿性变化可以使岩石的润湿性从油湿性转变为水湿性。此外,驱油实验表明,LAS纳米流体在低浓度下可提取11.6%的原油,具有一定的应用潜力。
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引用次数: 0
Research on the Characteristics of Acoustic Emission Activities of Granite and Marble under Different Loading Methods 不同加载方式下花岗岩和大理石的声发射特性研究
IF 2.4 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-04-27 DOI: 10.2113/2023/2773795
Yongshuai Sun, Fei Yu, Jianguo Lv
At present, there is no corresponding standard for the engineering application of rock acoustic emission technology. To better apply acoustic emission technology to engineering practice, in this paper, the acoustic emission characteristics of different rock samples of marble and granite under uniaxial compression were analyzed by indoor acoustic emission test, the factors affecting the acoustic emission characteristics of rocks are studied, and the failure mechanism and damage characteristics of rock are discussed. The research contents include analyzing the curve fitting relationship between the acoustic emission event rate, the number of events, the stress time, and study of the similarities and differences of acoustic emission characteristics of marble and granite; analysis of damage characteristics of marble and granite based on acoustic emission parameters; by analyzing the relationship between the Felicity ratio of different rocks and the stress level during cyclic loading, the applicability of studying the Kaiser and Felicity effects of rocks; variation of acoustic emission event rate and rock peak intensity under different loading methods and loading rates. The results show that the acoustic emission of marble and granite has experienced the initial compaction zone, the rising zone, the peak zone, and the falling zone, and the two kinds of rocks have different acoustic emission phenomena in different stages, and the duration of each stage is also different; before the instability of the two kinds of rocks, there is a quiet period of acoustic emission, and the higher the rock strength, the longer the duration of this quiet period, which means that the calm period can be used as a precursor feature of rock mass instability for disaster prediction; during the cyclic loading process of rock, the damage development law is divided into three stages: initial stage, stable stage, and instability stage. When the Kaiser effect did not appear for the two rock stresses before 20%, between 20% and 70% of the peak strength, the Kaiser effect is obvious. When the stress exceeds 80% of the peak value, the Kaiser effect fails, and the Felicity effect appears; the variation of the loading rate affects the variation of the acoustic emission event rate, and the increase of the loading rate leads to aggravated rock damage. The theoretical stress-strain curve can reasonably reflect the actual stress-strain characteristics of rock by combining the number of acoustic emission events with the rock damage model. The results are consistent with the acoustic emission test, which verifies the inevitable relationship between acoustic emission and damage to the rock.
目前,对于岩石声发射技术的工程应用还没有相应的标准。为了更好地将声发射技术应用于工程实践,本文通过室内声发射试验,分析了大理岩和花岗岩不同岩样在单轴压缩下的声发射特性,研究了影响岩石声发射特性的因素,探讨了岩石的破坏机制和损伤特征。研究内容包括:分析声发射事件率与事件数、应力时间之间的曲线拟合关系,研究大理岩与花岗岩声发射特征的异同;基于声发射参数的大理岩和花岗岩损伤特征分析通过分析不同岩石的费利西蒂比与循环加载过程中应力水平的关系,论证了研究岩石的凯撒效应和费利西蒂效应的适用性;不同加载方式和加载速率下声发射事件率和岩石峰值强度的变化。结果表明:大理岩和花岗岩的声发射经历了初始压实区、上升区、峰值区和下降区,两种岩石在不同阶段的声发射现象不同,每个阶段的持续时间也不同;两种岩石失稳前均存在声发射安静期,且岩石强度越高,该安静期持续时间越长,这意味着该平静期可作为岩体失稳的前兆特征,用于灾害预测;在岩石循环加载过程中,损伤发展规律可分为初始阶段、稳定阶段和失稳阶段三个阶段。当两种岩石应力在峰值强度的20% ~ 70%之前不出现Kaiser效应时,Kaiser效应明显。当应力超过峰值的80%时,Kaiser效应失效,出现Felicity效应;加载速率的变化影响声发射事件率的变化,加载速率的增大导致岩石损伤加剧。理论应力-应变曲线将声发射事件数与岩石损伤模型相结合,能合理反映岩石的实际应力-应变特征。结果与声发射试验结果一致,验证了声发射与岩石损伤之间的必然关系。
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引用次数: 0
Mesoscopic Deformation of a Hydraulic and Mechanical Aperture of a Single Fracture under Normal Stress 法向应力作用下单个裂缝的水力和机械孔径的细观变形
IF 2.4 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-04-27 DOI: 10.2113/2023/1118957
Haichun Ma, Jingping Wang, Jiazhong Qian, Q. Luo
Studies have focused on describing the interactions between the fluid flow characteristics and structural deformation of fractures at the mesoscopic scale, which is a scale between the macroscale and the microscale. In this work, a three-dimensional numerical simulation based on the Navier-Stokes equation was carried out to investigate the effect of normal stress on the fracture morphology distribution, the fluid flow characteristics distribution, and the interdependence between the flow and stress in a single mesoscopic fracture. Two fracture surfaces of a mesoscopic rough-walled fracture model were created. Results suggest that the nonlinear relationship between the normal stress and deformation due to the area of the total closure increases unevenly. Distributions of the mechanical aperture are approximated well by a normal distribution. Change in the fluid flow is due to the increase in the fractional contact area. The low-velocity zones are surrounded by relatively smaller apertures, which gradually close and join the areas of total closure. Under the limitation of the total closure areas of the two fracture surfaces, the appearance of channel flow behavior. Compared with the flow in the X- and Y-directions, normal stress-induced flow anisotropy occurred. The mesoscopic quantitative relationship between the strains in terms of the mechanical/hydraulic aperture was determined and proven. A macroscopic relationship between the intrinsic permeability and the strain was deduced, which enhances the evaluation and design of various geological engineering applications in which fracture deformation is considered.
细观尺度是介于宏观尺度和微观尺度之间的尺度,研究主要集中在细观尺度上描述流体流动特征与裂缝构造变形之间的相互作用。本文基于Navier-Stokes方程进行了三维数值模拟,研究了正应力对单个介观裂缝形态分布、流体流动特性分布的影响,以及流动与应力之间的相互关系。建立了介观粗壁裂缝模型的两个断裂面。结果表明,由于总闭合面积的增加,正应力与变形之间的非线性关系不均匀地增加。机械孔径的分布近似于正态分布。流体流动的变化是由于接触面积的增加引起的。低速带被相对较小的裂缝所包围,这些裂缝逐渐闭合并加入到完全闭合的区域中。在两个断口总闭合面积的限制下,出现了通道流动行为。与X、y方向流动相比,出现了正常应力诱导的流动各向异性。确定并证明了应变与力学/水力孔径之间的细观定量关系。推导了本构渗透率与应变之间的宏观关系,为考虑裂缝变形的各种地质工程应用的评价和设计提供了理论依据。
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引用次数: 0
Review on Mechanism, Prediction, and Remediation of Salt Deposition in Gas Production Wells 气井盐沉积机理、预测与治理研究进展
IF 2.4 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-04-25 DOI: 10.2113/2022/3718513
Duocai Wang, Zhongxing Ren, Haichuan Li, Ping Jiang, Jian Wang, Yanwei Zhu, Ziheng Zhu
During the gas production process, the evaporation of formation water leads to an increase in the water content of the gas and increases the salinity of the remaining formation water. Salt deposition generally occurs near the wellbore and in the wellbore. When the wellbore is clogged with salt deposition, it will lead to a rapid decrease in gas well pressure and production. This work analyzes the effects of formation water evaporation, temperature, and pressure on salt deposition in gas wellbore. And the salt deposition mechanism in the wellbore was summarized. This work presented a technical review on the salt deposition prediction in the gas wellbore. Finally, this work summarizes three different techniques for salt deposition remediation in gas wells, including cold-water removal, hot-water washing, and chemical salt prevention. This work can provide a reference for salt deposition prevention and remediation in the underground gas storage.
在产气过程中,地层水的蒸发导致气体含水量增加,并增加了剩余地层水的矿化度。盐沉积通常发生在井筒附近和井筒内部。当井筒被盐沉积堵塞时,将导致气井压力和产量迅速下降。本文分析了地层水蒸发、温度和压力对气井中盐沉积的影响。总结了井筒内盐沉积机理。本文对天然气井筒中盐沉积预测技术进行了综述。最后,总结了三种不同的气井盐沉积修复技术,包括冷水去除、热水洗涤和化学防盐。该工作可为地下储气库的防盐修复提供参考。
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引用次数: 0
A Quantitative Evaluation Method for Nonstationarity of Training Image Based on Pattern Tiles Distance 基于图案瓦片距离的训练图像非平稳性定量评价方法
IF 2.4 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-04-25 DOI: 10.2113/2022/1497122
Siyu Yu, Shaohua Li, Mengjiao Dou, Linye Su
An a priori model for multipoint statistics (MPS) modeling approaches is a training image. Before using MPS modeling, it must be determined whether the training images satisfy the spatial statistical stationarity. Modeling can be performed using the regular MPS approach if a training image is stationary. Otherwise, an enhanced method of nonstationary modeling is required. For instance, partition-based nonstationary modeling is an option. This study proposes a nonstationary evaluation metric based on pattern tile distances. It is possible to more accurately quantify the characteristics of the various distributions of spatial structure features in the entire space and achieve the goal of quantitatively evaluating the nonstationary metrics of training images by quantifying the distances of lower-level subpatterns in the pattern. Furthermore, an automatic partitioning approach based on pattern tile discrepancy is proposed for nonstationary training images to avoid the subjective and inefficient issues of manual partitioning when the training images cannot meet the stationary requirement of MPS modeling.
多点统计(MPS)建模方法的先验模型是一个训练图像。在使用MPS建模之前,必须确定训练图像是否满足空间统计平稳性。如果训练图像是静止的,则可以使用常规MPS方法进行建模。否则,需要一种改进的非平稳建模方法。例如,基于分区的非平稳建模就是一种选择。本文提出了一种基于图案瓦片距离的非平稳评价指标。通过对模式中低层子模式的距离进行量化,可以更准确地量化整个空间中空间结构特征的各种分布特征,达到定量评价训练图像非平稳度量的目的。针对训练图像不能满足MPS建模的平稳性要求时人工分割的主观性和低效性问题,提出了一种基于模式块差异的非平稳训练图像自动分割方法。
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引用次数: 0
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Lithosphere
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