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Proceedings 56th US Rock Mechanics / Geomechanics Symposium最新文献

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Application of Machine Learning to the Estimation of Intact Rock Strength from Core Logging Data: A Case Study at the Newcrest Cadia East Mine 机器学习在岩心测井数据完整岩石强度估计中的应用——以Newcrest Cadia East矿为例
Pub Date : 1900-01-01 DOI: 10.56952/arma-2022-0283
C. Thielsen, J. Furtney, M. Pierce, María Elena Valencia, Cristián Orrego, P. Stonestreet, David Tennant
Understanding the spatial variation in intact and defected rock strength is critical to geomechanical mine design. At the Newcrest Cadia East mine, systematic point load testing (PLT) was used to measure the strength of intact rock and individual defects (e.g., veins) at regular closely spaced intervals along several boreholes. The systematic PLT data collection covers only 1.3% of the 590 km of hole logged at Cadia East. A procedure was developed to homogenize the available geotechnical and geological logging data, infill missing values, and encode raw data into engineered features for use in a machine learning model. A random forest classifier was applied to predict point load index (Is50) from core logging data where tests were not performed. The random forest model predicts the rolling average Is50 value within 1 MPa 48% of the time. The model gives insights into which core logging quantities have the strongest controls on rock strength and provides the basis for developing more detailed geospatial models of intact and defected rock strength.
了解完整和缺陷岩石强度的空间变化规律对地质力学矿山设计至关重要。在Newcrest Cadia East矿山,系统点载荷测试(PLT)用于沿几个钻孔在规则的紧密间隔上测量完整岩石和单个缺陷(如矿脉)的强度。系统的PLT数据收集只覆盖了Cadia East 590公里井眼的1.3%。开发了一种程序来均匀化可用的岩土和地质测井数据,填充缺失值,并将原始数据编码为工程特征,以便在机器学习模型中使用。随机森林分类器应用于未进行测试的岩心测井数据预测点负荷指数(Is50)。随机森林模型在48%的时间内预测1 MPa范围内的滚动平均Is50值。该模型揭示了岩心测井量对岩石强度的最强控制,并为开发更详细的完整和缺陷岩石强度地理空间模型提供了基础。
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引用次数: 0
Experimental Investigation of Desiccation Behavior in Inorganic Microfiber-Reinforced Engineered Barrier Materials (IMEBM) for Geological Repository of Nuclear Spent Fuel 无机微纤维增强工程阻隔材料(IMEBM)在乏燃料地质处置库中的干燥特性试验研究
Pub Date : 1900-01-01 DOI: 10.56952/arma-2022-0741
Julia A Grasley, M. Rahmani, A. Azzam, G. Nsengiyumva, Yong-Rak Kim, Jongwan Eun, Seunghee Kim
Secure storage of nuclear spent fuel is of great concern for protecting public health and safety. The standard long-term solution for nuclear waste disposal is containment in geological repositories. Nuclear spent fuel, stored in canisters, is placed deep underground with one or more Engineered Barrier Materials (EBM) forming a buffer between the waste containers and the natural rock. Bentonite clay is commonly used as an EBM for its low cost, long-term stability, low hydraulic permeability in a saturated state, high thermal resistance, high radionuclide retardation capacity, high swelling pressure, and “self-healing” capability. However, bentonite clay subjected to heating from nuclear waste decay may undergo desiccation cracking. In this study, inorganic microfiber reinforcement was evaluated as a method of reducing desiccation cracking in EBM. A restrained ring test method for soils coupled with digital image correlation (DIC) was employed to capture free shrinkage and desiccation cracking. Reinforcement of bentonite clay with 1.0 % wt. basalt fibers was shown to be effective in reducing crack propagation and separation.
核废料的安全储存是保护公众健康和安全的重要问题。核废料处理的标准长期解决办法是将其封存在地质储存库中。储存在罐中的乏燃料与一种或多种工程屏障材料(EBM)一起放置在地下深处,在废物容器和天然岩石之间形成缓冲。膨润土具有成本低、长期稳定、饱和状态下水力渗透率低、高热阻、高放射性核素阻滞能力、高膨胀压力和“自愈”能力等优点,常被用作EBM。然而,膨润土粘土受到核废料衰变的加热可能发生干燥开裂。在这项研究中,无机微纤维增强作为一种减少EBM干燥开裂的方法进行了评估。采用一种结合数字图像相关(DIC)的约束环试验方法来捕捉土体的自由收缩和干燥开裂。用1.0%玄武岩纤维对膨润土进行加固,可以有效地减少裂缝扩展和分离。
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引用次数: 0
Inertia Dominant and Transient Flow in Fractures - Beyond the Cubic Law 裂缝中的惯性主导和瞬态流动——超越三次定律
Pub Date : 1900-01-01 DOI: 10.56952/arma-2022-0731
R. Gracie, Bruce Gee
There are many applications which require a fracture flow model that accounts for variations in aperture beyond surface roughness. Large-scale models and simulations of fluid flow through fractures are almost exclusively based on the cubic law (Poiseuille flow) for steady-state flow through rigid parallel plates. When the fracture aperture is time and/or spatially varying, flow is transient, and/or flow rates are modest (Re≥1), cubic law predictions can deviate substantially from true fluid behaviour. In this paper, we present a new Reduced Dimension Fracture Flow (RDFF) model which more accurately predicts transient flow for incompressible fluids with modest Reynolds numbers through fractures with time and/or spatially varying aperture. The RDFF model is derived from the two-dimensional Navier-Stokes equations and yields a two-field model (fluid flux and pressure) governed by the conservation of mass and momentum. The RDFF model is shown to conserve energy in spatially varying fractures where the cubic law does not. We demonstrate that the RDFF model captures complex transient and inertial behaviours not previously captured for flows with modest Reynolds numbers (1≤Re≤100) and demonstrates up to 400% improvements in error over the cubic law in steady-state flow conditions through fractures with sinusoidally varying aperture.
有许多应用需要考虑表面粗糙度以外孔径变化的裂缝流动模型。流体通过裂缝的大尺度模型和模拟几乎完全基于通过刚性平行板的稳态流动的三次定律(泊泽维尔流)。当裂缝孔径随时间和/或空间变化,流动是瞬态的,并且/或流速适中(Re≥1)时,三次定律预测可能与真实流体行为有很大偏差。本文提出了一种新的降维裂缝流动(RDFF)模型,该模型可以更准确地预测中等雷诺数不可压缩流体通过孔径随时间和/或空间变化的裂缝的瞬态流动。RDFF模型由二维Navier-Stokes方程推导而来,得到一个受质量和动量守恒支配的双场模型(流体通量和压力)。在空间变化的裂缝中,RDFF模型可以节省能量,而立方定律则不能。我们证明了RDFF模型捕获了复杂的瞬态和惯性行为,这些行为以前没有捕获到适度雷诺数(1≤Re≤100)的流动,并且在通过具有正弦变化孔径的裂缝的稳态流动条件下,与立方定律相比,误差提高了400%。
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引用次数: 1
Analysis and Modeling of Explosive Fracturing Process in a Transparent Surrogate of Jointed Rock 节理岩透明替代物爆炸破裂过程分析与建模
Pub Date : 1900-01-01 DOI: 10.56952/arma-2022-0090
O. Vorobiev
In traditional hydraulic fracturing stimulation, the effective conductivity of low permeability rock is increased by generating or activating fractures through injection of pressurized fluid. Methods that use dynamic loading from explosives and propellants potentially extend stimulation to previously unrealized geological resources. In contrast to traditional fracturing methods (e.g. hydraulic fracturing) the stresses in the source region may be significantly larger than the in-situ stress, which helps to create fractures not oriented with the maximum in-situ stress. Fractures initially are generated by the diverging stress wave propagating from the energy release zone. It has been shown in the past that the crack area and final extend depend on the ability of explosive products to flow into the cracks after the wave propagation. This mechanism has been confirmed utilizing high - speed schlieren imaging, and Photon Doppler Velocimety (PDV) in recent explosive fracturing experiments with 0.3-0.7 g of high explosive source detonated in prestressed 1-foot PMMA cubic blocks with and without articial joints. Modeling of these experiments is challenging, as various scales need to be resolved to address this problem. We present first analysis and 3D modelling attempts. The goal of this work is to study the main mechanisms of dynamic fracture in brittle materials validated against recent and ongoing small scale experiments in order to upscale the results to realistic scenarios for the purpose of subsurface dynamic stimulations of geothermal systems.
在传统的水力压裂增产措施中,通过注入加压流体产生或激活裂缝来提高低渗透岩石的有效导流能力。利用炸药和推进剂的动态载荷的方法可能会将增产扩展到以前未实现的地质资源。与传统压裂方法(如水力压裂)相比,源区的应力可能明显大于地应力,这有助于形成不以最大地应力为导向的裂缝。裂缝最初是由能量释放区发散的应力波传播而产生的。过去的研究表明,裂纹的面积和最终扩展取决于波传播后爆炸产物流入裂纹的能力。在最近的爆炸压裂实验中,利用高速纹影成像和光子多普勒速度(PDV)证实了这一机制,在有和没有人工关节的预应力1英尺PMMA立方块中,使用0.3-0.7 g高炸药源进行爆炸。这些实验的建模是具有挑战性的,因为需要解决不同的尺度来解决这个问题。我们提出了第一个分析和3D建模的尝试。这项工作的目标是研究脆性材料动态断裂的主要机制,并通过最近和正在进行的小规模实验进行验证,以便将结果提升到地热系统地下动态刺激的现实场景。
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引用次数: 0
The inversion of mechanical parameters of weak surrounding rock in high-stress tunnel after casting anchor 高应力隧道锚固后软弱围岩力学参数反演
Pub Date : 1900-01-01 DOI: 10.56952/arma-2022-0695
宇 江
This study investigates the performance of yielding bolt in a weak rock mass tunnel with high in-situ stress conditions. The genetic algorithm and the Komamura-Huang rheological model are combined to perform an inversion analysis of the mechanical parameters of the weak surrounding rock mass before and after implementing the anchoring system. The results based on an actual tunnel project suggest that the mechanical properties all enhanced in the anchoring tunnel section The elastic modulus of the surrounding rock increased by 45.7%, the cohesive force increased by 18.1%, and the friction angle increased by 2.92%. Hence, the yielding cable anchor can effectively prevent the squeezing deformation of the surrounding rock mass and improve the structural integrity of the tunnel lining. The performance of the anchoring system and the inversion process of the mechanical parameters can guide the design and construction of similar tunnel projects in weak rock mass configurationsKEYWORDS: yielding bolt, tunnel engineering, weak rock mass, parameter inversion, rheological model
研究了高地应力条件下弱岩体隧道屈服锚杆的受力性能。结合遗传算法和Komamura-Huang流变模型,对锚固系统实施前后软弱围岩的力学参数进行了反演分析。基于实际隧道工程的结果表明,锚固隧洞段围岩的力学性能均有所提高,围岩弹性模量提高了45.7%,黏结力提高了18.1%,摩擦角提高了2.92%。因此,屈服索锚杆可以有效地防止围岩的挤压变形,提高隧道衬砌的结构完整性。关键词:屈服锚杆,隧道工程,软弱岩体,参数反演,流变模型
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引用次数: 0
Approaches to Determine Fault Shear Strength in Large-scale Direct Shear Test Simulations using Discrete Fracture Networks 离散断裂网络大尺度直剪试验模拟中断层抗剪强度的确定方法
Pub Date : 1900-01-01 DOI: 10.56952/arma-2022-0019
Bona Kim
In this study, 3DEC modeling in conjunction with the Discrete Fracture Networks (DFNs) technique was performed to better understand the behavior of shearing faults in a relatively large-scale direct shear test model. The DFNs explicitly generated two different geometries of the fault plane surface indicating the stepped or smooth waviness of the surface using probability distribution functions to generate orientation, fracture density (or frequency), and size of the discrete fractures. A 3-dimensional block model of hundreds of meters was constructed for the direct shear test using 3DEC modeling software. After the completion of the direct shear test simulations, a shear strength of the fault plane was estimated by back calculation. The DFNs with subhorizontal/vertical dip angles created an imbricate structure that resulted in a stepped geometry and strong shear response in the fault plane. Under direct shear, the fault plane needed to break the asperities or block before any frictional behavior was allowed or the fault plane would dilate significantly. This resulted in higher shear strength of the fault plane. On the other hand, the DFNs with oblique dip angles generated a relatively smooth surface of the fault plane. The smooth surface of the fault plane allowed deformation principally parallel to the fault plane, and only a few failures developed across the rock blocks in the model. Consequently, the 3DEC model explicitly replicated the complicated geometries of the fault plane using the two very contrasting DFNs and allowed researchers to investigate different shear behaviors of fault planes as a function of surface conditions.
在本研究中,为了更好地理解相对大规模直剪试验模型中剪切断层的行为,将3DEC建模与离散断裂网络(DFNs)技术相结合。DFNs明确地生成了两种不同的断裂面表面几何形状,表明表面呈阶梯状或光滑状,使用概率分布函数来生成离散裂缝的方向、裂缝密度(或频率)和大小。利用3DEC建模软件建立了百米的三维块体模型进行直剪试验。在完成直剪试验模拟后,通过反算估算出断面的抗剪强度。具有亚水平/垂直倾角的DFNs形成了瓦叠结构,导致了断裂面的阶梯式几何形状和强烈的剪切响应。在直接剪切作用下,断裂面需要先将凸起或块体破碎,然后才允许发生任何摩擦行为,否则断裂面将显著扩张。这导致了断裂面较高的抗剪强度。另一方面,倾斜倾角的DFNs形成了相对光滑的断平面表面。断裂面光滑的表面允许主要平行于断裂面的变形,并且在模型中只有少数破坏发生在岩块上。因此,3DEC模型使用两个截然不同的dfn明确地复制了断层面的复杂几何形状,并允许研究人员研究断层面的不同剪切行为作为地表条件的函数。
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引用次数: 0
Interference Analysis of Shale Gas Horizontal Wells Considering Magnetic Azimuth Correction 考虑磁方位角校正的页岩气水平井干扰分析
Pub Date : 1900-01-01 DOI: 10.56952/arma-2022-0616
Yujun Feng, B. Diao, D. Gao
In order to analyze the interference risk of shale gas horizontal wells, a model is established to analyze the interference domain in shale gas horizontal wells. With this model, the borehole uncertainty and the fracturing interference domain can be coupled reasonably. To reduce borehole uncertainty and further reduce the interference domain, the multi-station analysis (MSA) is employed to correct the magnetic azimuth of the shale gas horizontal wells. The interference domain of a shale gas horizontal well was studied. With magnetic azimuth correction, the semimajor axis of ellipse of borehole uncertainty (EOU) decreases from 23.10 m to 19.48 m (lateral) at the measure depth of 5671.60 m. And the edge length of the interference domain decreases from 206.20 m to 198.96 m. The results show that, magnetic azimuth correction based on MSA can reduce the interference domain and interference risk. And this analysis method can provide a theoretical reference for avoiding interference in shale gas horizontal wells.
为了分析页岩气水平井的干扰风险,建立了页岩气水平井干扰域分析模型。利用该模型可以合理地耦合井眼不确定性和压裂干扰域。为了降低井眼不确定性,进一步减小干扰域,采用多站分析(MSA)方法对页岩气水平井的磁方位进行校正。对页岩气水平井的干扰域进行了研究。经磁方位角校正后,在5671.60 m测量深度处,井眼不确定度椭圆半长轴由23.10 m减小到19.48 m(横向)。干涉域边缘长度从206.20 m减小到198.96 m。结果表明,基于MSA的磁方位校正可以减小干扰域和干扰风险。该分析方法可为页岩气水平井防干扰提供理论参考。
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引用次数: 0
Experimental Facility for Testing Unconventional Reservoirs: Effect of Geomechanics on Multiphase Flow Properties 非常规储层测试实验装置:地质力学对多相流特性的影响
Pub Date : 1900-01-01 DOI: 10.56952/arma-2022-0543
Angel Sanchez barra, N. Deisman, F. Guerrero, J. Brandl, R. Chalaturnyk
Hydrocarbon production induces reservoir depletion changing the in-situ stress state. This process alters the effective stress and deforms the reservoir rock, changing the multiphase flow properties. An integrated laboratory testing facility was developed to investigate the effects of triaxial stress on the governing mechanisms of multiphase fluid flow. The paper describes the experimental facility for testing unconventional reservoirs and the system performance. The multiphase triaxial system is composed of a high-pressure triaxial cell, an axial loading system, a multiphase pore pressure circuit, a fluid phase separation system, and a logging system. The setup is installed inside an oven to maintain isothermal conditions. This study presents the initial results of testing on sandpack and Berea sandstone specimens. The experimental procedures and testing facility design can be applied across many disciplines which require two phase flow assessment until changing effective stress conditions including: geothermal processes, radioactive waste repositories, and carbon capture and storage operations.
油气开采导致储层衰竭,改变地应力状态。这一过程改变了有效应力,使储层岩石变形,改变了多相流性质。为了研究三轴应力对多相流体流动控制机制的影响,建立了综合实验室测试装置。介绍了非常规储层测试实验设备及系统性能。多相三轴系统由高压三轴池、轴向加载系统、多相孔压回路、流体相分离系统和测井系统组成。该装置安装在烤箱内以保持等温条件。本文介绍了砂堆和Berea砂岩试样试验的初步结果。实验程序和测试设备设计可以应用于许多需要两相流评估的学科,直到改变有效应力条件,包括:地热过程、放射性废物储存库、碳捕获和储存操作。
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引用次数: 0
Application of a coupled thermo-hydro-mechanical-chemical simulation to a North Sea hydrocarbon chalk reservoir 热-水-机械-化学耦合模拟在北海白垩油气储层中的应用
Pub Date : 1900-01-01 DOI: 10.56952/arma-2022-0360
S. Hosseinzadehsadati, F. Amour, M. R. Hajiabadi, H. M. Nick
Water weakening effect in the chalk reservoir causes additional compaction due to the interaction between the rock and injected water. To consider the impact of the coupled interactions on the fluid transport (e.g., production) and reservoir deformation due to the seawater injection into the chalk reservoirs, in this study, a wrapper is developed in Matlab that combines Eclipse 100 reservoir simulator and Visage geomechanics simulator to capture the induced alteration of mechanical and petrophysical properties of chalk. Here, we utilize the history-matched reservoir model of the Halfdan sector model to investigate the impact of the temperature-dependent fluid-rock interactions induced by sulfate adsorption on the surface of calcite grains on the deformation behavior of the reservoir during waterflooding. Our sector-scale simulation results show that while considering the geomechanics model has a considerable impact on calculated reservoir pressure and recovery, the impact on history matched data due to water weakening is not significant when yield stress and bulk modulus are expressed as functions of temperature and sulfate concentration for the Halfdan model. We argue that the minor contribution of the water weakening effect at in situ conditions is due to 1) the relatively high initial water saturation in the water flooded section of the reservoir and 2) the low initial temperature (70 ˚C) of Halfdan reservoir, especially towards the northern part of the Danish North Sea.
由于岩石与注入水的相互作用,白垩储层中的水弱化效应导致了额外的压实作用。为了考虑海水注入白垩储层对流体输运(如生产)和储层变形的耦合影响,本研究在Matlab中开发了一个结合Eclipse 100油藏模拟器和Visage地质力学模拟器的包装器,以捕获白垩储层力学和岩石物理性质的诱导变化。本文利用Halfdan扇区模型的历史匹配油藏模型,研究了方解石颗粒表面硫酸盐吸附引起的温度依赖的流体-岩石相互作用对水驱过程中油藏变形行为的影响。扇区尺度模拟结果表明,考虑到地质力学模型对计算油藏压力和采收率有相当大的影响,当屈服应力和体积模量作为温度和硫酸盐浓度的函数表示时,水弱化对历史匹配数据的影响并不显著。我们认为,在原地条件下,水弱化效应的贡献较小是由于1)储层水淹段初始含水饱和度较高,2)Halfdan储层初始温度较低(70˚C),特别是在丹麦北海北部。
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引用次数: 2
Parent-Child Well Interaction in Multi-stage Hydraulic Fracturing: A Bakken Case Study 多级水力压裂中亲子井相互作用:巴肯案例研究
Pub Date : 1900-01-01 DOI: 10.56952/arma-2022-0188
A. Merzoug, Hichem A. K. Chellal, R. Brinkerhoff, V. Rasouli, O. Olaoye
Multi-stage hydraulic fracturing technology for enhanced production from unconventional reservoirs has improved significantly during the past decade. However, multi-stage fracturing for multiple closely spaced long horizontal wellbores introduces several technical challenges. One example is Fracture Driven Interaction (FDI). In this study, we document a Fracture Driven Interaction case study where the primary well was drilled into the Three Forks Formation, and an offset well was drilled in the Middle Bakken. The idea of this study was to investigate the possibility of frac-hit as the cause of the low production rate in the offset well. This study estimates the stress in the petroleum system, and combine that with petrophysical analysis to construct a fully coupled hydraulic fracturing, geomechanics and reservoir numerical model. The model matched the production data and the results show the occurrence of a fracture driven interaction was a result of stress decrease due to depletion. Fracture driven interaction effect was severe on the offset well reducing the stimulated reservoir volume, thus jeopardizing the production.
在过去十年中,用于提高非常规油藏产量的多级水力压裂技术取得了显著进步。然而,多段密集长水平井的多级压裂带来了一些技术挑战。裂缝驱动相互作用(FDI)就是一个例子。在这项研究中,我们记录了一个裂缝驱动相互作用的案例研究,其中在Three Forks地层钻了一口主井,并在Middle Bakken钻了一口邻井。本研究的目的是研究压裂冲击作为邻井低产量原因的可能性。对含油气系统进行应力估计,并结合岩石物理分析,建立了水力压裂、地质力学和储层完全耦合的数值模型。该模型与实际生产数据相吻合,结果表明裂缝驱动相互作用的发生是由于枯竭导致应力降低的结果。裂缝驱动的相互作用对邻井影响严重,导致增产储层体积减小,危及生产。
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引用次数: 2
期刊
Proceedings 56th US Rock Mechanics / Geomechanics Symposium
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