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Acoustic Emission Monitoring of Thermal Cycling in Salt at the Waste Isolation Pilot Plant 废物隔离中试厂盐热循环的声发射监测
Pub Date : 2022-06-01 DOI: 10.56952/arma-2022-0296
R. Choens, Kristopher L. Kuhlman, C. Herrick, Shawn Otto
A series of field-based multi-physics observations were conducted as part of the Brine Availability Test in Salt (BATS) underground at the Waste Isolation Pilot Plant (WIPP), near Carlsbad, NM. Observations were made of brine production, temperature, electrical resistivity, acoustic emissions (AE), and gas/liquid tracer migration through salt around twin heated/unheated borehole arrays. Here, we present AE results from thermal cycling experiments performed May – July 2021, during which the heater was pulsed several times followed by two longer heated periods. Sixteen AE sensors were installed in three parallel observational boreholes surrounding the central heated borehole. Observed AE demonstrate that heating and cooling cycles significantly impact salt behavior. AE rates increased during heating and increased further upon cooling. Average energy and frequency bandwidth also increased during heating and cooling of salt. Similar behavior was observed for each heating/cooling cycle, suggesting that temperature-enhanced salt healing may have eliminated any threshold loading associated with the onset of AE (i.e., the Kaiser effect). Locations of AE events remained centralized around the borehole. These results show that AE provide valuable information about the thermal behavior of salt, particularly that cooling of salt results in the highest AE behavior.
在加利福尼亚卡尔斯巴德附近的废物隔离中试工厂(WIPP)进行了一系列基于现场的多物理场观测,作为地下盐中盐水可用性测试(BATS)的一部分。观察了盐水产量、温度、电阻率、声发射(AE)以及双加热/未加热井眼阵列周围盐层的气/液示踪剂迁移。在这里,我们展示了2021年5月至7月进行的热循环实验的声发射结果,在此期间,加热器被脉冲多次,然后是两个较长的加热周期。在中心加热井眼周围的三个平行观测井眼中安装了16个声发射传感器。观测到的声发射表明,加热和冷却循环对盐的行为有显著影响。声发射率在加热时增加,冷却时进一步增加。在盐的加热和冷却过程中,平均能量和频率带宽也有所增加。在每个加热/冷却循环中观察到类似的行为,这表明温度增强的盐愈合可能消除了与AE发作相关的任何阈值负荷(即凯撒效应)。声发射事件的位置仍然集中在井眼周围。这些结果表明声发射为盐的热行为提供了有价值的信息,特别是盐的冷却导致最高的声发射行为。
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引用次数: 0
Thermal-Hydrological-Mechanical Characterization of the Ghareb Formation at Conditions of High-Level Nuclear Waste Disposal 高放核废料处置条件下Ghareb地层的热-水文-力学特征
Pub Date : 2022-06-01 DOI: 10.56952/arma-2022-0291
W. Kibikas, Stephen Bauer, R. Choens, E. Shalev, V. Lyakhovsky
The Ghareb Formation in the Yasmin Plain of Israel is under investigation as a potential disposal rock for nuclear waste disposal. Triaxial deformation tests and hydrostatic water-permeability tests were conducted with samples of the Ghareb to assess relevant thermal, hydrological, and mechanical properties. Axial deformation tests were performed on dry and water-saturated samples at effective pressures ranging from 0.7 to 19.6 MPa and temperatures of 23 ˚C and 100 ˚C, while permeability tests were conducted at ambient temperatures and effective pressures ranging from 0.7 to 20 MPa. Strength and elastic moduli increase with increasing effective pressure for the triaxial tests. Dry room temperature tests are generally the strongest, while the samples deformed at 100 ˚C exhibit large permanent compaction even at low effective pressures. Water permeability decreases by 1-2 orders of magnitude under hydrostatic conditions while experiencing permanent volume loss of 4-5%. Permeability loss is retained after unloading, resulting from permanent compaction. A 3-D compaction model was used to demonstrate that compaction in one direction is associated with de-compaction in the orthogonal directions. The model accurately reproduces the measured axial and transverse strain components. The experimentally constrained deformational properties of the Ghareb will be used for 3-D thermal-hydrological-mechanical modelling of borehole stability.
以色列亚斯明平原的Ghareb地层作为核废料处理的潜在处置岩石正在接受调查。对Ghareb的样品进行了三轴变形试验和静水渗透性试验,以评估相关的热、水文和机械特性。在0.7 ~ 19.6 MPa的有效压力和23 ~ 100℃的温度下,干燥和水饱和试样进行轴向变形试验,在0.7 ~ 20 MPa的环境温度和有效压力下进行渗透性试验。在三轴试验中,强度和弹性模量随有效压力的增加而增加。干燥室温试验通常是最强的,而在100℃下变形的样品即使在低有效压力下也表现出较大的永久压实。在静水条件下,水渗透性降低1-2个数量级,同时经历4-5%的永久体积损失。由于永久压实,卸荷后渗透性损失仍然存在。三维压实模型证明了一个方向上的压实与正交方向上的反压实相关。该模型准确地再现了测量的轴向和横向应变分量。Ghareb的实验约束变形特性将用于井眼稳定性的三维热-水文-力学建模。
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引用次数: 0
Permeability changes of damaged rock salt adjacent to inclusions of different stiffness 不同刚度包裹体相邻损伤岩盐的渗透率变化
Pub Date : 2022-06-01 DOI: 10.56952/arma-2022-0449
Ishtiaque Anwar, M. Mills, E. Matteo, J. Stormont
Rock salt is being considered as a medium for energy storage and radioactive waste disposal. A Disturbed Rock Zone (DRZ) develops in the immediate vicinity of excavations in rock salt, with an increase in permeability, which alters the migration of gases and liquids around the excavation. When creep occurs adjacent to a stiff inclusion such as a concrete plug, it is expected that the stress state near the inclusion will become more hydrostatic and less deviatoric, promoting healing (permeability reduction) of the DRZ. In this study, we measured the permeability of DRZ rock salt with time adjacent to inclusions (plugs) of varying stiffness to determine how the healing of rock salt, as reflected in the permeability changes, is a function of stress and time. Samples were created with three different inclusion materials in a central hole along the axis of a salt core: (i) very soft silicone sealant, (ii) sorel cement, and (iii) carbon steel. The measured permeabilities are corrected for the gas slippage effect. We observed that the permeability change is a function of the inclusion material. The stiffer the inclusion, the more rapidly the permeability reduces with time.
岩盐正被考虑作为能量储存和放射性废物处理的介质。在岩盐中,随着岩盐渗透性的增加,在岩盐开挖附近形成了一个扰动岩带(DRZ),这改变了开挖周围气体和液体的运移。当蠕变发生在刚性包裹体(如混凝土塞)附近时,预计包裹体附近的应力状态将变得更静水,偏差更小,从而促进DRZ的愈合(渗透率降低)。在本研究中,我们测量了DRZ岩盐与不同刚度包裹体(塞)相邻时间的渗透率,以确定岩盐的愈合如何反映在渗透率变化中,这是应力和时间的函数。样品是用三种不同的包合材料在盐芯轴线上的中心孔中创建的:(i)非常柔软的硅酮密封胶,(ii)土壤水泥和(iii)碳钢。根据气体滑移效应对测量的渗透率进行了校正。我们观察到磁导率的变化是包合物的函数。夹杂物越硬,渗透率随时间降低的速度越快。
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引用次数: 0
Estimation of Mechanical Properties of Mancos Shale using Machine Learning Methods 基于机器学习方法的Mancos页岩力学特性估计
Pub Date : 2022-06-01 DOI: 10.56952/arma-2022-0487
H. Yoon, T. Kadeethum
We propose the use of balanced iterative reducing and clustering using hierarchies (BIRCH) combined with linear regression to predict the reduced Young's modulus and hardness of highly heterogeneous materials from a set of nanoindentation experiments. We first use BIRCH to cluster the dataset according to its mineral compositions, which are derived from the spectral matching of energy-dispersive spectroscopy data through the modular automated processing system (MAPS) platform. We observe that grouping our dataset into five clusters yields the best accuracy as well as a reasonable representation of mineralogy in each cluster. Subsequently, we test four types of regression models, namely linear regression, support vector regression, Gaussian process regression, and extreme gradient boosting regression. The linear regression and Gaussian process regression provide the most accurate prediction, and the proposed framework yields R^2 = 0.93 for the test set. Although the study is needed more comprehensively, our results shows that machine learning methods such as linear regression or Gaussian process regression can be used to accurately estimate mechanical properties with a proper number of grouping based on compositional data.
我们提出使用平衡迭代约简和分层聚类(BIRCH)结合线性回归来预测高度非均质材料的降低杨氏模量和硬度。首先,通过模块化自动化处理系统(MAPS)平台对能量色散光谱数据进行光谱匹配,并根据矿物成分对数据集进行聚类。我们观察到,将我们的数据集分成五个簇产生了最好的准确性,以及每个簇中矿物学的合理表示。随后,我们测试了四种回归模型,即线性回归、支持向量回归、高斯过程回归和极端梯度增强回归。线性回归和高斯过程回归提供了最准确的预测,所提出的框架对测试集的收益率为R^2 = 0.93。虽然需要更全面的研究,但我们的研究结果表明,基于成分数据,通过适当数量的分组,可以使用线性回归或高斯过程回归等机器学习方法来准确估计机械性能。
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引用次数: 1
Fracture Detection of Lab Scale Energetic Stimulation 实验室规模的高能刺激裂缝检测
Pub Date : 2022-06-01 DOI: 10.56952/arma-2022-0726
E. Robey, J. Pope, O. Vorobiev, S. Torres, M. Hargather, J. Kimberley, Dillon Mann
ABSTRACT: Stimulation of lab scale boreholes was studied using small explosives for improving the development of fracture networks in engineered rock surrogates. The experimental series examines the confluence of initial stress states, orientation of induced discontinuities and their interaction with source generated fracture growth. Density and stress response to the energetic was measured using high-speed schlieren imaging through the transparent polymethyl methacrylate (PMMA) sample. Outer surfaces were instrumented with an acoustic emissions (AE) array to detect 3D location of fracture evolution between wellbores. Prior to testing, the experiments were simulated to predict the generation of a shock induced fracture network between single and multiple wellbores in a variety of stress states. The quantification of wave arrivals, fracture growth, and development of the fracture network in transparent PMMA material is used as further validation against computational models. Understanding the conditions under which fractures propagate in the multivariate environment with small energetics results in improved modeling capability of larger scale wellbores and sources. The present work is part of a broader effort to accurize computational models necessary to predict formation interconnectivity established with energetics in low permeability reservoirs typical of enhanced geothermal systems (EGS).
摘要/ ABSTRACT摘要:为了改善工程岩石替代物裂缝网络的发育,研究了小型炸药对实验室规模钻孔的刺激作用。实验系列研究了初始应力状态、诱导不连续面取向及其与源源裂缝生长的相互作用的汇合。通过透明聚甲基丙烯酸甲酯(PMMA)样品,采用高速纹影成像技术测量了密度和应力对能量的响应。外表面使用声发射(AE)阵列进行测量,以检测井眼之间裂缝演化的三维位置。在测试之前,对实验进行了模拟,以预测在各种应力状态下单井和多井之间产生的冲击诱导裂缝网络。在透明PMMA材料中,波到达、裂缝生长和裂缝网络发展的量化被用作对计算模型的进一步验证。了解裂缝在具有小能量的多变量环境中扩展的条件,可以提高更大规模井眼和源的建模能力。目前的工作是更广泛的努力的一部分,以精确的计算模型为必要的,以预测在增强地热系统(EGS)典型的低渗透储层中建立的地层相互连通性。
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引用次数: 0
A comparison of hydraulic fracture front tracking algorithms 水力裂缝前缘跟踪算法的比较
Pub Date : 1900-01-01 DOI: 10.56952/arma-2022-0114
E. Dontsov, C. Hewson, M. McClure
Hydraulic fracture simulation is a viable tool for optimizing treatments in the field. Current large scale developments create a need for more efficient modeling approaches, which are capable of simulating pad-scale projects. One way to boost computational efficiency of a hydraulic fracturing simulator is to use a coarser mesh. This, however, can noticeably affect accuracy. Traditionally, hydraulic fracturing simulators incrementally propagate fracture by adding one element at a time or by breaking a bond to effectively create a fracture element. The former is the case for displacement discontinuity based methods, while the latter corresponds to finite element and discrete element methods. In this situation, the fracture geometry is inherently quantified within the error bound of a single element size. Alternatively, to reduce this error, one may employ a front tracking algorithm, in which the fracture position varies continuously as a function of the fill of the element. To better understand potential benefits, the purpose of this study is to evaluate accuracy of two hydraulic fracture front algorithms, namely the one with Multi Layer Tip Elements (MuLTipEl) and Implicit Level Set Algorithm (ILSA). Both of these algorithms use the tip asymptotic solution to advance the fracture front, but use very different logic underneath. A series of benchmarking numerical examples with various meshes and the degree of complexity is performed to reveal advantages and limitations of these approaches.
水力压裂模拟是现场优化压裂措施的有效工具。当前的大规模开发创造了对更有效的建模方法的需求,这些方法能够模拟pad规模的项目。提高水力压裂模拟计算效率的一种方法是使用更粗的网格。然而,这明显会影响准确性。传统上,水力压裂模拟器通过一次添加一个元件或通过破坏粘合来有效地产生裂缝元件,从而增量式地扩展裂缝。前者适用于基于位移不连续的方法,后者适用于有限元和离散元方法。在这种情况下,裂缝几何形状本质上是在单个单元尺寸的误差范围内量化的。或者,为了减少这种误差,可以采用前向跟踪算法,其中裂缝位置作为单元填充的函数连续变化。为了更好地了解潜在的效益,本研究的目的是评估两种水力裂缝前沿算法的精度,即多层尖端元素(MuLTipEl)和隐式水平集算法(ILSA)。这两种算法都使用尖端渐近解来推进裂缝前缘,但在底层使用了非常不同的逻辑。通过一系列具有不同网格和复杂程度的基准数值算例,揭示了这些方法的优点和局限性。
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引用次数: 2
Analytical Model for Mechanical Formation Damage Control in Permeability-Hysteretic Oil Reservoirs 渗透率滞后油藏地层机械损伤控制分析模型
Pub Date : 1900-01-01 DOI: 10.56952/arma-2022-0014
F. Fernandes
Several analytical solutions for the hydraulic diffusivity equation (HDE) in poroelastic reservoirs with constantpermeability are available in the petroleum engineering literature. Although, the mathematical modeling of the permeabilitypressure-sensitive effect through the nonlinear hydraulic diffusivity equation (NHDE) still constitutes a challenge in the petroleumindustry. This work presents a new transient two-dimensional (2-D) analytical model for oil flow in an infinite permeability-hysteretic pressure-sensitive reservoir during alternating loading/unloading cycles. Two new hydraulic diffusivity deviator factorsare presented for drawdown and build-up periods in order to represent the permeability deviation during the drawdown and itspartial restoration in the build-up period. When the well is open to flow, the results show clearly the permeability deviationcompared to the linear solution (constant permeability), as well as, when the well is shut, the hysteresis-response is also noticedon the diagnostic plots. The model calibration is performed by a numerical oil flow simulator, widely used in the reservoirengineering literature. The accuracy, ease of implementation, and low computational costs constitute the main advantages relatedto the developed model. Therewith it may be a useful and attractive mathematical tool to support the well-reservoir performancemanagement.
石油工程文献中有几种恒定渗透率孔隙弹性储层水力扩散方程的解析解。然而,通过非线性水力扩散方程(NHDE)对渗透率压敏效应进行数学建模仍然是石油工业中的一个挑战。本文提出了一种新的动态二维(2-D)分析模型,用于分析无限渗透率-滞后压敏油藏在交替加载/卸载循环过程中的油流。提出了两个新的水力扩散系数偏差因子,分别用于降压期和蓄积期,以表示降压期的渗透率偏差和蓄积期的部分恢复。当井开流时,与线性解(渗透率恒定)相比,结果显示出明显的渗透率偏差;当井关流时,诊断图上也出现了滞后响应。模型标定由油藏工程文献中广泛使用的数值油流模拟器进行。该模型的主要优点是准确、易于实现和计算成本低。因此,它可能是一个有用的、有吸引力的数学工具,以支持井-储层动态管理。
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引用次数: 0
Control Measures to Manage Seismic Risk at the LaRonde Mine, a Deep and Seismically Active Operation 深部地震活动矿井LaRonde的地震风险管理控制措施
Pub Date : 1900-01-01 DOI: 10.56952/arma-2022-0625
Guillaume Sasseville, Pascal Turcotte, V. Falmagne
The LaRonde mine is a world-class deposit of gold-copper and zinc-silver along the Cadillac Fault in the Abitibi-Témiscamingue region of Quebec, Canada. Since its inauguration in 1988, the LaRonde mine has produced over 7 M ounces of gold. Mining operations currently extend 3.2 km below the surface with plans to reach 3.4 km. The LaRonde mine has been dealing with induced seismicity daily since 2003. The seismic activity can exceed MRichter 2, and the pro-active management of seismic risk is a key element to operate this mine at that depth and under these seismically active conditions.Seismic risk at the LaRonde mine is currently managed through a combination of control measures, including a ground-control-driven mining sequence and level design, dynamic ground support systems, and procedures to limit workforce exposure. These control measures have evolved over time and been adapted to the seismic risk as the operation becomes deeper and larger. The main objective is to maintain a safe work environment while meeting production requirements.Seismic risk management is an ongoing concern at the LaRonde mine. This paper presents the current state of the strategic and tactical control measures implemented on site to manage seismic risk at the LaRonde mine, and it documents some of the impacts on operational flexibility and performance. The effectiveness of control measures must be quantified to measure improvements year after year and to identify and correct observed deficiencies.
LaRonde矿是加拿大魁北克省阿比提比-塔姆斯卡明格地区沿凯迪拉克断层的世界级金铜矿和锌银矿。自1988年投产以来,拉隆德金矿已经生产了700多万盎司的黄金。采矿作业目前延伸至地表以下3.2公里,计划达到3.4公里。自2003年以来,LaRonde矿每天都在处理诱发地震活动。地震活动可能超过2级,积极主动地管理地震风险是在该深度和地震活跃条件下运营该矿山的关键因素。LaRonde矿山目前通过一系列控制措施来管理地震风险,包括地面控制驱动的采矿顺序和水平设计、动态地面支持系统和限制工人暴露的程序。随着时间的推移,这些控制措施不断发展,并随着作业的深入和扩大而适应地震风险。主要目标是在满足生产要求的同时保持安全的工作环境。地震风险管理是LaRonde煤矿持续关注的问题。本文介绍了LaRonde煤矿在现场实施的地震风险管理战略和战术控制措施的现状,并记录了对操作灵活性和性能的一些影响。控制措施的有效性必须量化,以衡量年复一年的改进,并识别和纠正观察到的缺陷。
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引用次数: 0
Critical crack opening of Charcoal granite 炭质花岗岩临界裂纹开度
Pub Date : 1900-01-01 DOI: 10.56952/arma-2022-0447
A. Fakhimi, Poyan Asem, A. Tarokh, J. Labuz
A simple testing apparatus has been designed for measurement of tensile strength of rock and characterization of fracture parameters such as critical crack opening displacement. The apparatus is a hardened-steel beam with a notch and a cut-out, designed so that the rock specimen is subjected to uniform stress through its thickness with negligible bending. The dimensions of the apparatus are length = 280.0 mm, height = 100.0 mm, and thickness = 26.5 mm; the notch length = 60.0 mm and width = 2.0 mm. Two strain gages, SG 1 and 2, are attached near the notch tip and the apparatus is calibrated to provide the tensile stress in the specimen. A Charcoal granite specimen with side notches at its center was used for testing within a closed-loop, servo-hydraulic load with crack opening displacement (COD) at a rate of 0.02 micron/s used as the feedback signal. The rock specimen was attached to the bottom cut-out using an epoxy adhesive. Two strain gages were installed on the rock surface close to the notch tips. Digital image correlation (DIC) was used to investigate the displacement field and the symmetry of displacement along the ligament length. The crack initiation and propagation in the post-peak regime is discussed using the data from the strain gages and DIC. The results show that the apparatus can be used to investigate post-peak response and critical crack opening displacement of a brittle rock.
设计了一种简单的测试装置,用于测量岩石的抗拉强度和表征临界裂纹张开位移等断裂参数。该装置是一个带有缺口和切口的硬化钢梁,其设计使岩石试样在其厚度上承受均匀的应力,弯曲可以忽略不计。设备尺寸:长= 280.0 mm,高= 100.0 mm,厚= 26.5 mm;缺口长度= 60.0 mm,宽度= 2.0 mm。两个应变计,sg1和sg2,连接在缺口尖端附近,仪器被校准以提供试样中的拉伸应力。在以裂纹张开位移(COD)速率为0.02 μ m /s的闭环伺服液压加载条件下,采用中心有侧缺口的炭质花岗岩试样进行测试。岩石试样用环氧胶粘剂附着在底部切口上。在靠近缺口尖端的岩石表面安装了两个应变片。采用数字图像相关(DIC)技术对韧带位移场和位移沿韧带长度的对称性进行了研究。利用应变片和DIC数据讨论了峰后裂纹的萌生和扩展。结果表明,该装置可用于研究脆性岩石的峰后响应和临界裂纹张开位移。
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引用次数: 0
Concrete Fracture and Stress Analysis using the Combined Finite-Discrete Element Method in the Brazilian Tension Test 巴西拉试验中混凝土断裂与应力的有限-离散联合分析
Pub Date : 1900-01-01 DOI: 10.56952/arma-2022-0465
A. M. Padilla, E. Rougier, E. Knight, M. R. Reda Taha, J. Stormont
Numerical modeling techniques using the combined finite-discrete element method have been utilized to explore the relationship between stress, damage, and crack propagation in concrete. Obtaining post-peak behavior from the Brazilian tension test is difficult because failure occurs abruptly. An experimental test method is described which enables monitoring of the post-peak cracking behavior in the Brazilian tension test by slowing the crack propagation. Experimental testing with this technique proved its capabilities in slowing crack propagation. The combined finite-discrete element method is used to further examine the stress states during this test and to understand the damage evolution present in this test prior to the peak strength. The method also allows for interpretation into the type of damage present throughout the entire test and the zones in which that damage initiates. A comparison is also performed between the numerical results and experimental observations to determine how well the numerical method captures the experimental results. This work enables a good understanding of how fractures form in the Brazilian tension test as well as a comparison between experimental and numerical technique results.
数值模拟技术采用有限-离散单元相结合的方法来探索混凝土中应力、损伤和裂纹扩展之间的关系。从巴西拉伸试验中获得峰后行为是困难的,因为破坏是突然发生的。描述了一种实验测试方法,该方法可以通过减缓裂纹扩展来监测巴西拉伸试验中的峰后开裂行为。实验证明了该技术具有减缓裂纹扩展的能力。结合有限-离散单元法,进一步考察了试验过程中的应力状态,了解了在峰值强度之前试验中出现的损伤演变过程。该方法还允许解释整个测试中出现的损伤类型和损伤开始的区域。数值计算结果与实验观测结果也进行了比较,以确定数值方法对实验结果的捕获程度。这项工作可以很好地理解裂缝是如何在巴西拉伸试验中形成的,以及实验和数值技术结果之间的比较。
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引用次数: 0
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Proceedings 56th US Rock Mechanics / Geomechanics Symposium
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