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Effects of seismic buffer thickness on a circular rock tunnel considering seismic damage form and failure state 考虑地震破坏形式和破坏状态的抗震缓冲区厚度对圆形岩石隧道的影响
IF 7 1区 工程技术 Q1 ENGINEERING, GEOLOGICAL Pub Date : 2024-09-09 DOI: 10.1016/j.ijrmms.2024.105892

Conventional seismic designs are currently inadequate to withstand earthquakes in mountain tunnels, which have historically suffered devastating seismic damage. Seismic buffers made of expanded polystyrene geofoam, which are widely used in aboveground structures, have potential applications in tunnels. However, it is not known what the optimal thickness should be, and the seismic effects on such buffers and their compatibility with tunnel construction require investigation. In this study, the effects of seismic buffer thickness on the tunnel lining are investigated. A novel direction-based displacement approach associated with practical seismic damage forms was devised, and the Mohr–Coulomb criterion was integrated into a meridian space to understand the failure of the lining. The states and forms of lining displacement and stress were probed, and the results were validated through the seismic deformation method, shaking table tests, and on-site investigations. The results indicate that unsafe multiple displacement forms of the lining can be mitigated to a relatively uniform vertical shearing form with a seismic buffer no more than 20 cm thick; moreover, lining failure can be prevented, without changing lining tensile and compression forms. However, adverse effects occur with buffers thicker than 20 cm, leading to the resumption of the multiple lining displacement forms and failure. Buffer thicknesses of 10–20 cm should be considered in future seismic designs of mountain tunnels, combined with a trade-off among the seismic effects, manufacturing, and installation of buffers under specific construction conditions.

目前,传统的抗震设计不足以抵御山区隧道的地震,这些隧道在历史上曾遭受过毁灭性的地震破坏。由发泡聚苯乙烯土工泡沫塑料制成的抗震缓冲材料被广泛应用于地面建筑,在隧道中也有潜在的应用价值。然而,目前尚不清楚最佳厚度是多少,而且需要研究地震对这种缓冲材料的影响及其与隧道建设的兼容性。本研究调查了地震缓冲区厚度对隧道衬砌的影响。设计了一种与实际地震破坏形式相关的基于方向的新型位移方法,并将莫尔-库仑准则纳入子午线空间,以了解衬砌的破坏情况。对衬砌位移和应力的状态和形式进行了探测,并通过地震变形法、振动台试验和现场调查对结果进行了验证。结果表明,在不超过 20 厘米厚的地震缓冲区内,可将衬里不安全的多种位移形式缓解为相对均匀的垂直剪切形式;此外,在不改变衬里拉伸和压缩形式的情况下,可防止衬里破坏。但是,如果缓冲区厚度超过 20 厘米,就会产生不利影响,导致衬砌恢复多种位移形式并发生破坏。在未来的山岭隧道抗震设计中,应考虑 10-20 厘米的缓冲厚度,并在特定施工条件下对缓冲区的抗震效果、制造和安装进行权衡。
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引用次数: 0
Micro- and macro-scale fracture behaviour of brittle rocks: Comparison between the conventional Brazilian test and the advanced universal snap-back indirect tensile test (AUSBIT) 脆性岩石的微观和宏观尺度断裂行为:传统巴西试验与先进的通用回弹间接拉伸试验(AUSBIT)的比较
IF 7 1区 工程技术 Q1 ENGINEERING, GEOLOGICAL Pub Date : 2024-09-09 DOI: 10.1016/j.ijrmms.2024.105897

Post-peak behaviour is crucial for the estimation of rock mass fracturing in cave mining operations where hard rocks can exhibit class-II or snap-back response when subjected to loading. Despite the rapid development of research into class-II rocks under compression, the corresponding behaviour in tensile tests has rarely been investigated, which is critical considering the complexity of rock mass fracturing under various stress states. The post-peak response of brittle rocks involves abrupt micro-fracturing, leading to brittle macro-scale behaviour. Controlling the fracture process using the Advanced Universal Snap-Back Indirect Tensile test (AUSBIT) allowed the acquisition of the complete macro-scale class-II behaviour in the post-peak regime, facilitating the use of advanced techniques for insights into both micro and macro-scale fracture. In this study, the AUSBIT tests with digital image correlation (DIC) and acoustic emission (AE) instrumentation were conducted to analyse the progressive failure in Calca granite and Gosford sandstone specimens. Post-test observations of the fracture surfaces were performed using a scanning electron microscope (SEM). From a macroscale viewpoint, the lateral strain control in AUSBIT enabled controlled cracking with significant lateral strain extension prior to failure accompanied by gradual energy dissipation and higher rates of AE activity as smaller magnitudes of energy are being released by each AE hit or microcrack compared to conventional Brazilian tests. The stable microcrack propagation was also identified from SEM observations with more uniform profiles of microcracks and less debris observed in AUSBIT specimens. These findings were more significant in Calca granite, which verified its extreme class-II behaviour while also demonstrating the efficiency of AUSBIT in controlling the violent failure of high-strength brittle rocks commonly encountered in deep mining projects, leading to the acquisition of more accurate material behaviour in terms of micro and macro-scale post-peak features which was unattainable from conventional indirect tensile tests.

在洞穴采矿作业中,坚硬的岩石在受到荷载作用时会表现出二级响应或回弹响应,因此峰后行为对于估算岩体断裂至关重要。尽管对第二类岩石在压缩状态下的研究发展迅速,但很少对拉伸试验中的相应行为进行研究,考虑到各种应力状态下岩体断裂的复杂性,这一点至关重要。脆性岩石的峰值后反应包括突然的微观断裂,从而导致脆性宏观行为。利用先进的通用反弹间接拉伸试验(AUSBIT)控制断裂过程,可以获得峰后状态下完整的宏观尺度 II 级行为,有助于利用先进技术深入了解微观和宏观尺度断裂情况。在本研究中,使用数字图像相关(DIC)和声发射(AE)仪器进行了 AUSBIT 试验,以分析卡尔卡花岗岩和戈斯福德砂岩试样的渐进式破坏。测试后使用扫描电子显微镜(SEM)对断裂表面进行了观察。从宏观角度来看,澳大拉力试验中的横向应变控制实现了受控开裂,在失效前具有显著的横向应变扩展,同时伴随着逐渐的能量耗散和更高的 AE 活动率,因为与传统的巴西试验相比,每次 AE 撞击或微裂缝释放的能量较小。通过扫描电子显微镜(SEM)的观察,还发现了稳定的微裂纹扩展,在 AUSBIT 试样中观察到了更均匀的微裂纹轮廓和更少的碎屑。这些发现在卡尔卡花岗岩中更为重要,它验证了花岗岩的极端二级行为,同时也证明了奥氏体拉伸试验在控制深部采矿工程中常见的高强度脆性岩石的暴力破坏方面的效率,从而在微观和宏观尺度峰后特征方面获得更准确的材料行为,这是传统间接拉伸试验所无法实现的。
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引用次数: 0
Dynamic change in dominant factor controls the injection-induced slip behaviors of rock fractures 主导因素的动态变化控制着岩石裂缝的注浆诱导滑移行为
IF 7 1区 工程技术 Q1 ENGINEERING, GEOLOGICAL Pub Date : 2024-09-05 DOI: 10.1016/j.ijrmms.2024.105887

In the geo-energy industry, fluid injection induces different slip behaviors of a rock fracture, from aseismic creep to dynamic slip. The transition from aseismic creep to dynamic slip is explained by the ratio of the stiffness of surrounding rock and the critical stiffness of the fracture. However, numerous studies suggest multiple controls affecting the slip behaviors, and their joint influences on the slip transition remain unclear. Here we trained a dual-stage attention-based recurrent neural network model using fluid injection experimental data to explore the dominant factor controlling the slip behaviors. Our results showed that the dominant factor changes during fluid injection, and the attention to shear stress dominates the occurrence of dynamic slip. We found that high fluctuations of the attentions to normal stress, shear stress, and water pressure gradient promote the slip transition. Our model was applied to explore the competing process between water pressure front and aseismic creep front while gradually increasing the injection pressure and to reveal the dynamic change in the dominant factor during the growth of cumulative moment release.

在地质能源行业,流体注入会诱发岩石断裂的不同滑移行为,从地震蠕变到动态滑移。从地震蠕变到动态滑移的过渡是由围岩刚度与断裂临界刚度的比值来解释的。然而,大量研究表明,影响滑移行为的多种控制因素,以及它们对滑移转变的共同影响仍不清楚。在此,我们利用流体注入实验数据训练了一个基于注意力的双阶段递归神经网络模型,以探索控制滑移行为的主导因素。结果表明,在流体注入过程中,主导因素发生了变化,对剪切应力的关注主导了动态滑移的发生。我们发现,对法向应力、剪切应力和水压梯度的关注度的高波动会促进滑移转变。我们的模型被用于探索在逐渐增加注入压力时水压力前沿和无震蠕变前沿之间的竞争过程,并揭示了累积力矩释放增长过程中主导因素的动态变化。
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引用次数: 0
Experimental study on Sc-CO2 fracturing of granite under real-time high temperature and true triaxial stress 花岗岩在实时高温和真实三轴应力作用下的 Sc-CO2 断裂实验研究
IF 7 1区 工程技术 Q1 ENGINEERING, GEOLOGICAL Pub Date : 2024-09-05 DOI: 10.1016/j.ijrmms.2024.105889

Sc-CO2 fracturing would be a potential stimulation method for Hot Dry Rock. A series of Sc-CO2 fracturing experiments were performed on granite under different temperature and stress conditions. Quantitative and qualitative analysis of injection pressure curves and cracks were conducted to explain the Sc-CO2 fracturing mechanism under high temperature and high stress conditions. Under the same stress conditions, as the temperature increases, the breakdown pressure decreases. Concurrently, the volume and length of macro-cracks on the sample surface decrease, whereas the volume of micro-cracks within the sample increases. Under the same temperature conditions, as the stress increases, the breakdown pressure increases. However, this increasing trend is less noticeable at high temperatures. Compared with hydraulic fracturing, due to the lower density and viscosity of CO2, Sc-CO2 fracturing takes longer from injection to breakdown and has lower breakdown pressure. The effect of high temperature on fracturing mainly manifests in the generation of microscopic thermal cracks and a reduction in viscosity and density of Sc-CO2. Low viscosity and low density CO2 are more likely to penetrate into the thermal cracks of the sample, generating a diffuse micro-crack network, leading to an increase in pore pressure and a reduction in effective stress near the wellbore. Consequently, there is propagation of these micro-cracks, resulting in an increase in the volume of micro-cracks while the volume and length of macro-cracks decrease, ultimately leading to a decrease in breakdown pressure. High stress primarily influences the fracture process by reducing the opening width of microscopic thermal cracks. This reduction inhibits the diffusion of Sc-CO2 through these cracks, ultimately leads to an increase in breakdown pressure. The findings of this experimental study provide a theoretical basis for efficient fracturing and crack creation in hot dry rock reservoirs.

Sc-CO压裂是一种潜在的干热岩激励方法。在不同温度和应力条件下,对花岗岩进行了一系列 Sc-CO 压裂实验。对注入压力曲线和裂缝进行了定量和定性分析,以解释高温和高应力条件下的 Sc-CO 压裂机理。在相同应力条件下,随着温度的升高,击穿压力降低。同时,样品表面的宏观裂缝体积和长度减小,而样品内部的微观裂缝体积增大。在相同的温度条件下,随着应力的增加,击穿压力也会增加。但在高温条件下,这种增加趋势并不明显。与水力压裂法相比,由于 CO 的密度和粘度较低,Sc-CO 压裂法从注入到击穿所需的时间较长,击穿压力也较低。高温对压裂的影响主要表现在产生微观热裂缝以及降低 Sc-CO 的粘度和密度。低粘度和低密度的 CO 更容易渗入样品的热裂缝中,产生弥散的微裂缝网络,导致孔隙压力增加,井筒附近的有效应力降低。因此,这些微裂缝会发生扩展,导致微裂缝体积增大,而大裂缝的体积和长度减小,最终导致击穿压力降低。高应力主要通过减小微观热裂纹的开口宽度来影响断裂过程。这种减少抑制了 Sc-CO 通过这些裂缝的扩散,最终导致击穿压力的增加。这项实验研究的结果为干热岩储层的高效压裂和裂缝形成提供了理论依据。
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引用次数: 0
The influence of morphology and the loading-unloading process on discontinuity stress states observed via photoelastic technique and its inspiration to induced seismicity 形态和加载-卸载过程对光弹性技术观测到的不连续应力状态的影响及其对诱发地震的启示
IF 7 1区 工程技术 Q1 ENGINEERING, GEOLOGICAL Pub Date : 2024-09-04 DOI: 10.1016/j.ijrmms.2024.105893

Stress change in rock mass caused by human activities has the potential to cause the sliding and destruction of faults and joints, resulting in induced seismicity. Laboratory experiments are conducted on a simulated fault with various teeth numbers and undulation angles to uncover the mechanism of stress change-induced seismicity. The potential risk of induced seismicity is explained using three methods: the Mohr-Coulomb failure criterion, localization of stress concentration regions, and visualization of maximum shear stress reduction through photoelasticity. Experimental results indicate that the friction coefficient increases with the undulation angle, and the form of stress change has an unignorable impact on frictional instability. The friction coefficient in the vertical unloading process is slightly lower than that in the loading process and larger than that in the shear unloading process. Loading is the stress change caused by shear displacement under constant normal stiffness conditions and unloading is the process of reducing the stress by controlling the position of the boundary constraints in the corresponding direction. Meanwhile, unloading in the shear direction has both seismic and aseismic features. Although the rapid drop of shear stress at the onset of shear unloading may induce fault instability, the reduction of normal stress and the restoration of displacement prove that unloading in the shear direction may also reduce the risk of fault failure in the subsequent process. In addition, the stress concentration region is mainly distributed perpendicular to the contact surface rather than the entire fault. This research is conducive to promoting the application of photoelasticity in studying induced seismicity and provides a practical method for calculating the energy released during such events. Based on the morphological characteristics and stress states of fault surfaces, the findings can be utilized in engineering practice to assess the risk of induced seismicity under different stress change conditions.

人类活动引起的岩体应力变化有可能导致断层和节理的滑动和破坏,从而引起诱发地震。在不同齿数和起伏角度的模拟断层上进行了实验室实验,以揭示应力变化诱发地震的机理。通过三种方法解释了诱发地震的潜在风险:莫尔-库仑破坏准则、应力集中区定位以及通过光弹性最大剪应力减小的可视化。实验结果表明,摩擦系数随起伏角度的增大而增大,应力变化的形式对摩擦不稳定性有不可忽视的影响。垂直卸载过程中的摩擦系数略低于加载过程,而大于剪切卸载过程。加载是在法向刚度不变的条件下剪切位移引起的应力变化,而卸载则是通过控制边界约束在相应方向上的位置来减小应力的过程。同时,剪切方向的卸载具有地震和非地震两种特征。虽然剪切方向卸载开始时剪应力急剧下降,可能会引起断层失稳,但法向应力的减小和位移的恢复证明,剪切方向卸载也可在后续过程中降低断层破坏的风险。此外,应力集中区主要分布在垂直于接触面的区域,而不是整个断层。该研究有利于促进光弹性在诱发地震研究中的应用,并为计算此类事件中释放的能量提供了实用方法。根据断层表面的形态特征和应力状态,研究结果可用于工程实践,评估不同应力变化条件下的诱发地震风险。
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引用次数: 0
Effect of artificially induced microcracks near the rock surface on granite fragmentation performance under heating treatment 岩石表面附近人工诱导的微裂缝对加热处理下花岗岩破碎性能的影响
IF 7 1区 工程技术 Q1 ENGINEERING, GEOLOGICAL Pub Date : 2024-09-04 DOI: 10.1016/j.ijrmms.2024.105894

Various novel assisted drilling technologies enhance rock fragmentation performance by introducing microcracks on the rock surface to weaken rock strength. However, the quantitative relationship between artificially induced microcracks and rock fragmentation characteristics is not clear. In this study, we induced artificial microcracks of varying degrees on the rock surface through one-dimensional heat conduction. With the aid of the fluorescent resin, we visualized the microcrack patterns and quantitatively assessed the artificially induced microcracks. Subsequently, we performed quasi-static indentation tests on granite samples containing microcracks to establish the quantitative relationship between microcracks and rock fragmentation performance. The results indicate that the release of crystal water within the temperature range of 200 °C–300 °C is the primary factor leading to a significant increase in microcracks. Load drop signals correlate with the propagation of microcracks, including the competitive interactions between mechanically induced microcracks and artificially induced microcracks. Artificially induced microcracks require a certain initial length to continue propagating under mechanical stress, and excessively short microcracks are detrimental to subsequent propagation. A higher density of microcracks implies a more complex microcrack network, facilitating the merging of cracks to form rock chips under smaller mechanical loads. The consistency between the length density and number density of microcracks in influencing the crater parameters reflects their equal importance in affecting rock fragmentation performance. These findings could help determine the extent of rock weakening by artificially induced microcracks and reveal the mechanisms of rock fracture behavior influenced by microcrack, holding significant implications for the optimization of the process parameters of various assisted rock drilling techniques.

各种新型辅助钻井技术通过在岩石表面引入微裂缝来削弱岩石强度,从而提高岩石破碎性能。然而,人工诱导微裂缝与岩石破碎特性之间的定量关系尚不明确。在本研究中,我们通过一维热传导在岩石表面诱导了不同程度的人工微裂缝。借助荧光树脂,我们观察了微裂缝的形态,并对人工诱导的微裂缝进行了定量评估。随后,我们对含有微裂缝的花岗岩样品进行了准静态压痕试验,以确定微裂缝与岩石破碎性能之间的定量关系。结果表明,在 200 °C-300 °C 的温度范围内,晶体水的释放是导致微裂缝显著增加的主要因素。载荷下降信号与微裂缝的扩展相关,包括机械诱导微裂缝和人工诱导微裂缝之间的竞争性相互作用。人工诱导的微裂缝需要一定的初始长度才能在机械应力作用下继续扩展,过短的微裂缝不利于后续扩展。微裂缝密度越高,意味着微裂缝网络越复杂,有利于在较小的机械荷载下合并裂缝,形成岩屑。微裂缝的长度密度和数量密度在影响陨石坑参数方面的一致性反映了它们在影响岩石破碎性能方面的同等重要性。这些发现有助于确定人工诱导微裂缝对岩石的削弱程度,并揭示微裂缝对岩石断裂行为的影响机制,对优化各种辅助凿岩技术的工艺参数具有重要意义。
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引用次数: 0
Volumetric response and permeability evolution during carbonation of crushed peridotite under controlled stress-pressure-temperature conditions 受控应力-压力-温度条件下破碎橄榄岩碳化过程中的体积响应和渗透性演变
IF 7 1区 工程技术 Q1 ENGINEERING, GEOLOGICAL Pub Date : 2024-09-03 DOI: 10.1016/j.ijrmms.2024.105886

Peridotites (olivine-rich rocks) naturally react with CO2-rich fluids to eventually form carbonates. Complete conversion involves incorporation of substantial amounts of CO2, which requires prolonged fluid flow. Yet, these reactions also cause a large increase in solid volume (63–84 %), raising questions on how they proceed in nature without this excess solid volume clogging fluid pathways. It has been suggested that reaction-driven fracture, caused by development of crystallization pressure, facilitates continual creation of new pathways, allowing reaction to advance. If indeed so, this could enable injection of industrially captured CO2 into peridotites for permanent sequestration. However, such a fracturing mechanism has not been reproduced experimentally. Here, we report nine reactive flow-through experiments, performed on pre-compacted Åheim dunite powder (∼88 % olivine) inside a 1D oedometer vessel, to simultaneously measure axial deformation and permeability development. Tests were performed at 150 °C and effective axial stresses of 1–15 MPa. After initial flow measurements using deionized water at 10 MPa, during which permeability and deformation remained unchanged, the samples were exposed to inflow of reactive fluid. Samples subjected to CO2-saturated brine/water or NaHCO3-saturated solution showed minor compaction (0–0.38 %), while permeability decreased from 10−16-10−17 to 10−20-10−21 m2. Microstructural and chemical analyses demonstrate a drastic reduction in porosity of the reaction zone where carbonation occurred. A reference sample exposed to NaHSO4 solution (acidification, but no carbonation) instead showed slightly increased permeability, from 3 × 10−17 to 8.2 × 10−17 m2, associated with 0.05 % compaction strain. Combined, the observations suggest dissolution of olivine at the grain contacts, leading to minor mechanical compaction, followed by precipitation of carbonates inside the remaining pores, clogging transport paths and thus reducing permeability. This indicates volume-increasing precipitation upon olivine carbonation under subsurface conditions clogs transport paths at laboratory timescales, severely limiting reaction rates and thus potential for crystallization pressure development and reaction-driven fracture.

橄榄岩(富含橄榄石的岩石)与富含二氧化碳的流体自然反应,最终形成碳酸盐。完全转化需要大量的二氧化碳,这就需要延长流体的流动时间。然而,这些反应也会导致固体体积的大量增加(63%-84%),这就提出了一个问题:在自然界中,这些反应是如何进行的,而过多的固体体积又不会堵塞流体通道?有人认为,结晶压力的发展导致反应驱动的断裂,有利于不断产生新的通道,使反应得以推进。如果确实如此,就可以将工业捕获的二氧化碳注入橄榄岩中进行永久封存。然而,这种压裂机制尚未在实验中重现。在此,我们报告了在一维测井容器内对预压实的奥海姆橄榄岩粉末(橄榄石含量为88%)进行的九次反应性流经实验,以同时测量轴向变形和渗透性的发展。试验在 150 °C 和 1-15 MPa 的有效轴向应力条件下进行。在使用 10 兆帕的去离子水进行初始流量测量(期间渗透率和变形保持不变)之后,样品开始接触反应流体的流入。样品在二氧化碳饱和盐水/水或 NaHCO3 饱和溶液中出现轻微压实(0-0.38%),而渗透率则从 10-16-10-17 m2 下降到 10-20-10-21 m2。微观结构和化学分析表明,发生碳化的反应区孔隙率急剧下降。暴露在 NaHSO4 溶液(酸化,但没有碳化)中的参照样品反而显示出略微增加的渗透性,从 3 × 10-17 m2 增加到 8.2 × 10-17 m2,与 0.05 % 的压实应变有关。综合上述观察结果,橄榄石在晶粒接触处溶解,导致轻微的机械压实,随后碳酸盐在剩余孔隙内沉淀,堵塞了传输路径,从而降低了渗透性。这表明,在地下条件下,橄榄石碳化后体积增大的沉淀会在实验室时间尺度上堵塞传输路径,严重限制反应速率,从而限制结晶压力发展和反应驱动断裂的潜力。
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引用次数: 0
Deep transfer learning for P-wave arrival identification and automatic seismic source location in underground mines 用于地下矿井 P 波到达识别和自动震源定位的深度传递学习
IF 7 1区 工程技术 Q1 ENGINEERING, GEOLOGICAL Pub Date : 2024-09-03 DOI: 10.1016/j.ijrmms.2024.105888

Seismic monitoring routines provide a robust framework for assessing rock stability and dynamic hazards in underground mining operations. However, the labor-intensive task of manually identifying wave arrivals and the suboptimal selection of geophone arrays do not meet the stringent timeliness and accuracy necessary for seismic source location in such contexts. The precise identification of wave arrivals in mining-induced seismicity and the automated selection of an optimal geophone array have emerged as critical challenges in achieving high-performance seismic monitoring in underground mines. To address these challenges, this paper introduces a novel deep transfer learning approach for identifying seismic wave arrivals, and developing an automatic geophone array selection method for seismic source localization in underground mines. First, an initial deep-learning model was constructed using a substantial seismic dataset comprising global earthquakes, designed to detect the arrival of seismic waves automatically. Then, a deep transfer learning process was applied, leveraging a seismic dataset of over 8,000 carefully picked P-wave arrivals from mining environments. This additional training enabled the model to adapt to the unique characteristics of mining-induced seismicity. In parallel, we introduced an innovative method to select geophone arrays based on mine-planned blasting sources. This approach determines the geophone array that minimizes location errors while reducing the standard deviation of P-wave arrivals compared to historical blasting sources. The effectiveness of this method was validated using recorded blasting data from a longwall panel in an underground coal mine. The results demonstrated a median horizontal locating error of 48.95 m, which can be further minimized to a range of 0 m to 17.63 m when considering systematic biases in seismic monitoring. These findings confirm the practicality and feasibility of our method, offering a valuable solution for the automation and enhancement of high-precision seismic monitoring in underground mining operations.

地震监测程序为评估地下采矿作业中的岩石稳定性和动态危险提供了一个强大的框架。然而,人工识别波到达的劳动密集型任务和地震检波器阵列的次优选择无法满足此类情况下震源定位所需的严格的及时性和准确性。精确识别矿井诱发地震中的波到达和自动选择最佳检波器阵列已成为实现矿井下高性能地震监测的关键挑战。为了应对这些挑战,本文介绍了一种新的深度迁移学习方法,用于识别地震波到达,并开发了一种自动检波器阵列选择方法,用于地下矿井的震源定位。首先,利用包含全球地震的大量地震数据集构建了初始深度学习模型,旨在自动检测地震波的到达。然后,利用从采矿环境中精心挑选的 8000 多个 P 波到达的地震数据集,应用了深度迁移学习过程。这种额外的训练使模型能够适应采矿引发地震的独特特征。与此同时,我们引入了一种创新方法,根据矿山规划的爆破源选择地震检波器阵列。与历史爆破震源相比,这种方法可确定最大限度减少定位误差的检波器阵列,同时降低 P 波到达的标准偏差。利用地下煤矿长壁面板的爆破记录数据验证了这种方法的有效性。结果表明,水平定位误差中值为 48.95 米,考虑到地震监测中的系统偏差,该误差可进一步减小到 0 米至 17.63 米。这些发现证实了我们的方法的实用性和可行性,为地下采矿作业中高精度地震监测的自动化和增强提供了有价值的解决方案。
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引用次数: 0
High pre-tension reinforcing technology and design for ultra-shallow buried large-span urban tunnels 超浅埋大跨度城市隧道的高预应力加固技术与设计
IF 7 1区 工程技术 Q1 ENGINEERING, GEOLOGICAL Pub Date : 2024-09-02 DOI: 10.1016/j.ijrmms.2024.105891

Due to the thin overlying formation of ultra-shallow buried large-span urban tunnels, the surrounding rock can be easily loosened and damaged after excavation. High prestressed anchoring support can improve the self-bearing capacity of the surrounding rock. However, traditional bolts often undergo necking fracture after the yield stage and strengthening stage, and the designed pre-tension is low, generally not exceeding 50 % of the yield strength of the bolt. To this end, our research group developed a new NPR bolt. After comparing the mechanical properties of the NPR bolt and the traditional bolt, the high strength, high elongation, and high prestressed properties of the NPR bolt are revealed. Subsequently, the constitutive relationship of the CABLE element in FLAC3D is modified, and the constitutive model of the NPR bolt is established, which can describe the whole process of bolt. Furthermore, a numerical comparison of prestressed control for ultra-shallow large-span tunnels is carried out. Compared with non-prestress, when the prestress of bolt reaches 100 kN, the area of tensile stress zone and plastic zone of surrounding rock are reduced by 79.6 % and 73.7 %, respectively. At the same time, the settlement of surface and roof is reduced by 66.7 % and 64.1 %, respectively. The control mechanism of the prestressed NPR bolt support is explored, and the design method for ultra-shallow large-span tunnels is proposed. The field application and monitoring results show that the surface and roof settlement of the tunnel supported by NPR bolts are 3.2 mm and 6.3 mm, respectively. The safe and effective stability control of the tunnel surrounding rock is achieved.

由于超浅埋大跨度城市隧道的上覆地层较薄,开挖后围岩容易松动和破坏。高预应力锚杆支护可以提高围岩的自承载能力。然而,传统螺栓在屈服阶段和加固阶段后往往会出现缩颈断裂,且设计预拉力较低,一般不超过螺栓屈服强度的 50%。为此,我们的研究小组开发了一种新型 NPR 螺栓。在比较了 NPR 螺栓和传统螺栓的机械性能后,发现 NPR 螺栓具有高强度、高伸长率和高预应力性能。随后,修改了 FLAC3D 中 CABLE 元素的构成关系,建立了 NPR 螺栓的构成模型,该模型可描述螺栓的全过程。此外,还对超浅埋大跨度隧道的预应力控制进行了数值对比。与非预应力相比,当螺栓预应力达到 100 kN 时,围岩的拉应力区面积和塑性区面积分别减少了 79.6 % 和 73.7 %。同时,地表和顶板的沉降量也分别减少了 66.7% 和 64.1%。探讨了预应力 NPR 螺栓支护的控制机理,提出了超浅埋大跨度隧道的设计方法。现场应用和监测结果表明,采用 NPR 螺栓支护的隧道表面沉降和顶板沉降分别为 3.2 毫米和 6.3 毫米。实现了对隧道围岩安全有效的稳定性控制。
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引用次数: 0
A sequence of seismic event triggering in longwall coal mines based on the aftershock cascade theory 基于余震级联理论的长壁煤矿地震事件触发序列
IF 7 1区 工程技术 Q1 ENGINEERING, GEOLOGICAL Pub Date : 2024-08-29 DOI: 10.1016/j.ijrmms.2024.105883

Seismic events associated with longwall coal mining have not been comprehensively understood, in particular the spatial-temporal relationship between mining-induced seismic events. Current studies on longwall mining-induced seismicity have proposed various spatial-temporal relationships between seismic events, but they may not explicitly follow the Gutenberg–Richter (GR) law for seismic magnitude distribution. This study applies a modified GR law to describe longwall mining-induced seismicity by considering the spatial-temporal distance between events. The closest event pair for each seismic event, which is the most probable source to trigger this event, is determined based on the spatial-temporal distance using the nearest neighbour method. A threshold based on the spatial-temporal distance is set via the trial-and-error method, enabling seismic events to be classified into triggering events and non-triggering events. Two groups of seismic events from the classification are further tested and proved to be valid by the temporal Bi-test and spatial Ripley's K function. The temporal Bi-test and spatial Ripley's K function demonstrate a greater tendency for clustering among triggering events and more randomness among non-triggering events. Our analysis of seismic events associated with longwall mining reveals that triggering events account for 60 % of all seismic events, making up a significantly higher percentage than that in earthquake seismology. The event family tree analysis suggests that a single mining-induced seismic event could generate up to five generations in the event triggering catalogue, and the average moment magnitude between each generation decays exponentially. We also find that the triggering between high-energy events is non-local, manifested as the propagation of discontinuities from different ends of the same fault. In addition, high-energy events may not necessarily be triggered by their closest precedent event but by the combined effects of mining activities and discontinuities. This study provides significant implications for the relationship between seismic events in mining engineering.

与长壁采煤相关的地震事件尚未得到全面了解,特别是采矿诱发地震事件之间的时空关系。目前关于长壁开采诱发地震的研究提出了各种地震事件之间的时空关系,但可能没有明确遵循地震震级分布的古腾堡-里克特(GR)定律。本研究通过考虑地震事件之间的时空距离,采用修正的 GR 定律来描述长壁采矿诱发的地震。使用最近邻方法,根据时空距离确定每个地震事件的最近事件对,即最有可能触发该事件的震源。通过试错法设定基于时空距离的阈值,从而将地震事件分为触发事件和非触发事件。通过时间 Bi 检验和空间 Ripley's K 函数对分类得出的两组地震事件进行进一步检验并证明其有效性。时间 Bi-test 和空间 Ripley's K 函数表明,触发事件中的聚类倾向更大,而非触发事件中的随机性更大。我们对与长壁采矿相关的地震事件进行的分析表明,触发事件占所有地震事件的 60%,所占比例明显高于地震学中的比例。事件家族树分析表明,一次采矿引发的地震事件可在事件触发目录中产生多达五代,每代之间的平均矩幅呈指数衰减。我们还发现,高能事件之间的触发是非局部的,表现为不连续面从同一断层的不同末端传播。此外,高能事件不一定是由最接近的先例事件触发的,而是由采矿活动和不连续面的综合影响触发的。这项研究为采矿工程中地震事件之间的关系提供了重要启示。
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引用次数: 0
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International Journal of Rock Mechanics and Mining Sciences
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