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Experimental study on the effects of water content and in-situ stress on blasting damage characteristics and fracture modes of sandstone 含水率和地应力对砂岩爆破损伤特征和破裂模式影响的试验研究
IF 4.2 2区 工程技术 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-11-24 DOI: 10.1007/s10064-025-04607-2
Chenxi Ding, Xu Guo, Xiao Guo, Jiye Xu

With the continuous increase in mining depth, the effects of groundwater and in-situ stress on rock mass strength have become key controlling factors in mining engineering. Through blasting experiments integrating CT (Computed Tomography), SEM (Scanning Electron Microscroscope), 3D reconstruction and fractal analysis, this study investigates water content effects and in-situ stress impacts on sandstone damage mechanisms. Comparative analysis of oven-dried (0%), natural (3.89%) and saturated (7.81%) specimens reveals non-monotonic damage evolution: decreasing from dry to natural states then increasing to saturation. The blasting damage in natural sandstone is significantly reduced under in-situ stress compared to the unstressed condition. Fracture morphology analysis demonstrates two competing water effects: weakening mechanisms (lubrication and cementation hydrolysis) dominate at high water content, while strengthening effects (Stefan adhesion and meniscus forces) peak then decline during intermediate water.

随着开采深度的不断增加,地下水和地应力对岩体强度的影响已成为采矿工程的关键控制因素。通过结合CT (Computed Tomography)、SEM (Scanning Electron microscopy)、三维重建和分形分析的爆破实验,研究了含水率和地应力对砂岩损伤机制的影响。通过对干燥状态(0%)、自然状态(3.89%)和饱和状态(7.81%)试样的对比分析,发现了非单调的损伤演化规律:从干燥状态到自然状态,再到饱和状态,损伤逐渐减小。天然砂岩在地应力作用下的爆破损伤比无应力条件下明显减小。裂缝形态分析显示了两种相互竞争的水效应:在高含水量时,弱化机制(润滑和胶结水解)占主导地位,而在中等含水量时,强化机制(Stefan附着力和半月板力)达到峰值,然后下降。
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引用次数: 0
Effect of heating-liquid nitrogen cooling cycles on the physical properties and tensile strength of basalt 加热-液氮冷却循环对玄武岩物理性质和抗拉强度的影响
IF 4.2 2区 工程技术 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-11-24 DOI: 10.1007/s10064-025-04678-1
Bikash Kumar Ram, Rajeswar Das, Deepak Amban Mishra, Ranjan Pramanik, Himangshu Kakati, Rajat Jain

Evaluating rock properties under different thermal treatments has gained substantial attention in the last few decades concerning its implication in various sub-surface rock engineering applications. Although basaltic rock masses are frequently subjected to high temperatures, the impact of thermal damage, especially under rapid cooling with liquid nitrogen, has received relatively little attention over the years. This study investigates these effects by analyzing changes in effective porosity, ultrasonic wave velocities, Brazilian tensile strength index (BTS), and microstructure following thermal treatment, where specimens were heated at 100–800 °C, followed by immediate cooling with atmospheric air for one cycle (AC-1), liquid nitrogen (LN2) for one cycle (LN2C-1) and five cycles (LN2C-5). Broadly, AC-1 and LN2C-1 show decreased porosity, minimal change in ultrasonic velocities, and higher BTS values at ≤ 200 °C, while LN2C-5 shows similar behavior at ≤ 100 °C. This could be attributed to dehydration and thermal expansion, which lead to pore closure and the formation of a more compact structure. Between 200 and 600 °C in AC-1 and LN2C-1 and 100 °C–600 °C in LN2C-5, effective porosity and damage coefficients gradually increase, while BTS decreases. From 600 to 800 °C, rock properties change more rapidly, primarily due to the formation and propagation of thermal microcracks that weaken the grain bonding. These trends were supported by microstructural analysis. Given the frequent exploration of basaltic terrains for geothermal energy, thermal energy storage, and other underground rock engineering projects, the findings of this study will help optimize drilling parameters and build the sustainable design of rock structures.

在过去的几十年里,不同热处理条件下的岩石性质评价在各种地下岩石工程应用中得到了广泛的关注。虽然玄武岩岩体经常受到高温的影响,但热损伤的影响,特别是在液氮快速冷却的情况下,多年来受到的关注相对较少。本研究通过分析热处理后试样的有效孔隙率、超声波波速、巴西拉伸强度指数(BTS)和微观结构的变化来研究这些影响。热处理后,试样在100-800°C加热,然后立即用大气空气冷却一个循环(AC-1),用液氮(LN2)冷却一个循环(LN2C-1)和五个循环(LN2C-5)。总体而言,AC-1和LN2C-1在≤200℃时孔隙率降低,超声速度变化最小,BTS值较高,而LN2C-5在≤100℃时表现出相似的行为。这可能是由于脱水和热膨胀导致孔隙关闭,形成更致密的结构。AC-1和LN2C-1在200 ~ 600℃之间,LN2C-5在100 ~ 600℃之间,有效孔隙率和损伤系数逐渐增大,BTS逐渐减小。从600°C到800°C,岩石性能变化更快,主要是由于热微裂纹的形成和扩展削弱了晶粒结合。这些趋势得到了显微结构分析的支持。鉴于玄武岩地形地热能、热能储存等地下岩石工程项目的频繁勘探,本研究结果将有助于优化钻井参数和构建岩石结构的可持续设计。
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引用次数: 0
Salt-induced deterioration in granites with different pore structures: destructive and non-destructive assessment 不同孔隙结构花岗岩的盐致变质:破坏性和非破坏性评价
IF 4.2 2区 工程技术 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-11-22 DOI: 10.1007/s10064-025-04655-8
Amin Nazerigivi, Bahman Ghiassi, Amélia Dionísio, Graça Vasconcelos

Salt crystallization, one of the key deterioration mechanisms, can cause significant damage to heritage structures over time. This study investigates the effects of salt crystallization on the physical, mechanical, and microstructural properties of two granite types with distinct pore characteristics. A comprehensive experimental campaign, including mercury intrusion porosimetry, capillary absorption, ultrasonic pulse velocity, uniaxial compressive tests, and digital image correlation, was conducted to evaluate the progression of salt-induced damage. Results from MIP, capillary absorption, and UPV primarily reflected the initial formation and growth of sodium chloride crystals within the pore network, highlighting their utility in capturing early-stage processes. Uniaxial compressive tests provided clear evidence of damage, revealing significant reductions in compressive strength and elastic modulus. The interplay between pore characteristics, crystallization pressures, and mechanical degradation revealed distinct damage behaviors in the two granite types. Granite with a capillary-active pore network showed greater susceptibility to salt crystallization, with a 55% reduction in compressive strength and a 14% increase in open porosity. DIC analysis complemented these findings, capturing early strain concentration and crack propagation patterns in salt-contaminated samples. The findings provide valuable insights into the salt-induced deterioration mechanisms of granite, emphasizing the importance of integrating multiple assessment methods for reliable damage evaluation strategies.

盐结晶是一种重要的变质机制,随着时间的推移会对文物结构造成严重的破坏。本文研究了盐结晶对两种具有不同孔隙特征的花岗岩的物理、力学和微观结构特性的影响。通过汞侵入孔隙度测定、毛细管吸收、超声脉冲速度、单轴压缩试验和数字图像相关等综合实验,对盐致损伤的进展进行了评价。MIP、毛细管吸收和UPV的结果主要反映了孔隙网络中氯化钠晶体的初始形成和生长,突出了它们在捕获早期过程中的效用。单轴压缩试验提供了明确的损伤证据,显示抗压强度和弹性模量显著降低。孔隙特征、结晶压力和力学降解之间的相互作用揭示了两种花岗岩的不同损伤行为。具有毛细管活性孔隙网络的花岗岩更容易受到盐结晶的影响,抗压强度降低55%,开放孔隙度增加14%。DIC分析补充了这些发现,捕获了盐污染样品的早期应变浓度和裂纹扩展模式。这些发现为花岗岩盐致劣化机制提供了有价值的见解,强调了将多种评估方法整合到可靠的损伤评估策略中的重要性。
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引用次数: 0
A review of the low-field NMR technique for analyzing the state of water in clayey soils 低场核磁共振分析黏性土壤水分状态的研究进展
IF 4.2 2区 工程技术 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-11-21 DOI: 10.1007/s10064-025-04651-y
Yingyao Qin, Liang Wang, Xiaolong Ma, Yong Wan, Rui Xu, Houzhen Wei

The state of water and its transformation exert strong controls on the properties of soils, which has long been concerned in soil science and engineering practice. Under various environmental conditions, the water in soils may undergo dynamic migration and phase changes, for which conventional methods usually lack sufficient resolution or provide inaccurate results. To resolve these issues, the low-field nuclear magnetic resonance (NMR) technology capable of directly detecting hydrogen nuclei in water, has been introduced in the field of petroleum and geotechnical engineering with successes. Even though low-field NMR has shown its great potentials in identifying and quantifying fluids of different constituents in geotechnical porous media, this technique has not been fully explored in investigating the state of water in clayey soils, and very limited works have been made to summarize the existing progresses. In this work, we conduct a systematical review on the application of low-field NMR in investigating the state of water in clayey soils. We first summarize practical strategies for optimizing acquisition parameters and measurement sequences. Next, we review the application of low-field NMR techniques in quantifying the content, detecting the migration, and tracking phase transition processes of water in clayey soils, with particular emphasis on how T1 and T2 relaxation times enable differentiation of adsorbed, capillary, and bulk water. We then discuss the advantages and limitations of current experimental methods. This paper finally provides recommendations for advancing the use of low-field NMR technology in clayey soils.

水的状态及其变化对土壤的性质起着重要的控制作用,一直是土壤科学和工程实践中关注的问题。在各种环境条件下,土壤中的水分可能会发生动态迁移和相变,常规方法通常缺乏足够的分辨率或提供不准确的结果。为了解决这些问题,能够直接探测水中氢核的低场核磁共振(NMR)技术已被成功地引入石油和岩土工程领域。尽管低场核磁共振在岩土多孔介质中不同组分流体的识别和定量方面显示出巨大的潜力,但该技术在研究粘土中水分状态方面尚未得到充分的探索,对现有进展的总结工作非常有限。本文系统综述了低场核磁共振技术在粘土水态研究中的应用。我们首先总结了优化采集参数和测量序列的实用策略。接下来,我们回顾了低场核磁共振技术在定量含量、检测迁移和跟踪粘土中水的相变过程中的应用,特别强调了T1和T2弛豫时间如何使吸附水、毛细水和散装水区分。然后讨论了当前实验方法的优点和局限性。最后对推进低场核磁共振技术在粘性土中的应用提出了建议。
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引用次数: 0
Predictive modeling of rock hardness and abrasivity based on mineral composition and texture parameters 基于矿物成分和结构参数的岩石硬度和磨耗性预测建模
IF 4.2 2区 工程技术 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-11-21 DOI: 10.1007/s10064-025-04650-z
Zhenkun Wu, Hui Gao, Junping Li, Yule Hu, Songcheng Tan, Qian Li, Longchen Duan

Characterizing rock hardness and abrasivity is essential for drill-bit design. However, intact cores are often unobtainable in complex formations and in extraterrestrial settings, precluding conventional laboratory determination of these indices. In this context, we develop models that relate hardness and abrasivity to mineral composition and microstructural parameters, and examine how these factors connect to mechanical behavior. The dataset comprises 64 rock samples with quartz and feldspar contents and grain sizes, together with hardness and abrasivity. The key advance is a fully automated workflow for microstructural quantification. Gray-level co-occurrence matrix (GLCM) texture features are extracted from thin-section images and then interpreted qualitatively to tie these statistics to grain size, surface condition, cleavage development, and fabric, thereby improving interpretability. Before feature extraction, histogram equalization enhances image texture. Correlation analysis reveals strong cross-orientation redundancy among texture metrics and significant correlations among quartz and feldspar contents and grain sizes, which supports feature reduction. For hardness prediction, support vector regression with a Gaussian kernel performs best. Quartz content is the dominant control, and adding physically meaningful texture measures such as contrast and energy significantly improves accuracy, and highlights the nonlinear microstructural effects. For abrasivity, a linear kernel is more suitable, reflecting a stronger linear dependence on mineral composition; quartz grain size is the primary control, followed by quartz and feldspar contents. Texture features add little to abrasivity prediction. Together, these results unite interpretable automated texture metrics with mineralogical information, clarify the differing controls on hardness and abrasivity, and offer guidance for bit design and engineering applications.

表征岩石的硬度和磨耗性对钻头设计至关重要。然而,在复杂地层和地外环境中,通常无法获得完整的岩心,因此无法在实验室中对这些指标进行常规测定。在此背景下,我们开发了将硬度和磨耗性与矿物成分和微观结构参数联系起来的模型,并研究了这些因素如何与机械行为联系起来。该数据集包括64个岩石样品,包括石英和长石含量和粒度,以及硬度和磨蚀性。关键的进步是一个完全自动化的微结构量化工作流程。从薄切片图像中提取灰度共生矩阵(GLCM)纹理特征,然后进行定性解释,将这些统计数据与晶粒尺寸、表面状况、解理发育和织物联系起来,从而提高可解释性。在特征提取之前,通过直方图均衡化增强图像纹理。相关分析表明,石英和长石含量与粒度之间存在显著的相关性,且纹理指标具有很强的交叉方向冗余性,支持特征约简。对于硬度预测,高斯核支持向量回归效果最好。石英含量是主要的控制因素,添加有物理意义的纹理测量,如对比度和能量,可以显著提高精度,并突出非线性微观结构效应。对于磨耗性,线性核更合适,反映出对矿物组成的线性依赖性更强;石英粒度是主要控制因素,其次是石英和长石含量。纹理特征对磨耗性预测作用不大。总之,这些结果将可解释的自动纹理指标与矿物学信息结合起来,阐明了硬度和磨耗性的不同控制,并为钻头设计和工程应用提供了指导。
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引用次数: 0
Study on the stress–strain behavior of loess by cube-triaxial compression with rigid and flexible boundary limits 具有刚柔边界的黄土立方-三轴压缩应力-应变特性研究
IF 4.2 2区 工程技术 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-11-20 DOI: 10.1007/s10064-025-04567-7
Zhe Li, Yufeng Guo, Zhenguo Zhu, Shixin Lv, Lulu Liu, Jingjing Xia

Rigid and flexible boundary limits are two main types of boundary conditions used in subgrade construction, and they have significant effects on the deformation and settlement of foundation soil. In this paper, cube-triaxial compression tests were conducted on compacted loess under different compaction degrees using both rigid and flexible boundary conditions, and the resulting deformation differences of the compacted loess were studied. Additionally, the effects of lateral deformation of compacted loess under triaxial compression using these two boundary conditions on compaction degree, void ratio, and vertical strain and volume strain were analyzed. The relationship between vertical strain and volume strain was proposed, and the relationship between vertical strain and lateral strain was derived. The research results indicate that the deformation coordination ability of flexible constraints is greater than that of rigid constraints. These findings provide important theoretical reference and engineering application value for settlement calculation and maintenance of subgrade filling in loess areas.

刚性边界和柔性边界是路基施工中使用的两种主要边界条件,它们对地基土的变形和沉降有重要影响。本文采用刚性和柔性两种边界条件,对不同压实程度的黄土进行了立方-三轴压缩试验,研究了压实黄土的变形差异。此外,还分析了在这两种边界条件下,压实黄土在三轴压缩下的侧向变形对压实度、孔隙率、竖向应变和体积应变的影响。提出了竖向应变与体积应变的关系,推导了竖向应变与侧向应变的关系。研究结果表明,柔性约束的变形协调能力大于刚性约束。这些研究结果为黄土地区路基填筑沉降计算和维护提供了重要的理论参考和工程应用价值。
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引用次数: 0
Effect of particle size and gradation on mechanical properties of compaction of broken rock masses: insights from physical modeling 颗粒大小和级配对破碎岩体压实力学特性的影响:来自物理模型的见解
IF 4.2 2区 工程技术 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-11-20 DOI: 10.1007/s10064-025-04656-7
Yan Qin, Nengxiong Xu, Wenbin Han, Jinyang Li, Yuxi Guo

Coal mining leads to the formation of caving zones, fracture zones and bending zones from bottom to top of the overburden. The mechanical compaction properties of the broken rock mass in the caving zone are completely different from those of the original rock and have a significant impact on the movement mechanism of the overlying strata. To study the influence of particle size and gradation on the mechanical compaction properties of broken rock in the caving zone, broken blocks with different particle sizes are made by physical modeling, and broken rock specimens with different characteristics are prepared for compaction testing according to uniform mixing and graded mixing. The results show that a small particle size is the main size controlling the mechanical compaction properties of broken rock masses. At the initial stage of compaction, the rotation, translation and sliding of broken rock blocks lead to the reduction of voids and specimen volume. The contact between them is mainly “point-to-point” and “point-to-face”; with the increase of axial stress, the contact gradually changes to “face-to-face”, and the small particles produced by grinding will fill the gap between blocks and strengthen the bearing capacity of the “face-to-face” contact of the broken rock mass. After compaction, the crushed rock mass with uniform particle size is mainly composed of rounded blocks and small particles generated by grinding, whereas the crushed rock mass with graded particle size is mainly composed of complete rounded blocks. The stress-strain curves of broken rock masses with uniform particle sizes and graded particle sizes can be well fitted by the Salamon hyperbolic model.

采煤导致覆岩自下而上形成崩落带、破碎带和弯曲带。崩落带破碎岩体的机械压实特性与原岩体完全不同,对上覆岩层的移动机制有重要影响。为研究粒度和级配对崩落带破碎岩力学压实特性的影响,通过物理建模制作不同粒度的破碎块体,并按照均匀混合和分级混合的方法制备不同特性的破碎岩试样进行压实试验。结果表明,小粒径是控制破碎岩体力学压实特性的主要粒径。在压实初始阶段,破碎岩块的旋转、平移和滑动导致空隙减小,试样体积减小。它们之间的接触主要是“点对点”和“点对面”;随着轴向应力的增大,接触逐渐向“面对面”转变,磨矿产生的小颗粒会填补块体之间的空隙,增强破碎岩体“面对面”接触的承载能力。压实后,粒径均匀的破碎岩体主要由圆块和磨粒产生的小颗粒组成,而粒径分级的破碎岩体主要由完整的圆块组成。Salamon双曲模型可以很好地拟合均匀粒径和分级粒径破碎岩体的应力-应变曲线。
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引用次数: 0
Advancing rock mass classification using machine learning approach 利用机器学习方法推进岩体分类
IF 4.2 2区 工程技术 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-11-20 DOI: 10.1007/s10064-025-04585-5
Chih-Yu Liu, Cheng-Yu Ku, Ting-Yuan Wu

The rock mass rating (RMR) system is a widely used tool for assessing rock quality and recommending support, relying on six parameters: rock quality designation, uniaxial compressive strength, groundwater conditions, discontinuity spacing, condition, and orientation. The conventional RMR classification system necessitates the presence of all parameters. This study introduces a machine learning (ML) approach utilizing the random forest (RF) algorithm to predict rock mass classification with a reduced set of easily accessible parameters. A synthetic database of RMR parameters was generated to train the RF model, with Bayesian optimization applied to refine key settings such as learning rate, ensemble cycles, and maximum splits. The ML model was validated for accuracy and reliability through several performance metrics. Predictions of the proposed ML model using data from 41 real-world field cases demonstrate a high accuracy of 100%. With the advantages of the artificial intelligence (AI), the proposed ML model maintained over 90% accuracy even when key parameters such as discontinuity length, separation, or infilling were unavailable. This AI-powered approach offers a significant improvement over traditional methods, providing superior accuracy, adaptability, and reliability for rock quality assessment and support recommendations.

岩体评级(RMR)系统是一种广泛使用的评估岩石质量和推荐支护的工具,它依赖于六个参数:岩石质量标识、单轴抗压强度、地下水条件、不连续间距、条件和方向。传统的RMR分类系统需要所有参数的存在。本研究引入了一种机器学习(ML)方法,利用随机森林(RF)算法通过简化的易于获取的参数集来预测岩体分类。生成RMR参数的合成数据库来训练RF模型,并应用贝叶斯优化来优化关键设置,如学习率、集成周期和最大分裂。通过几个性能指标验证了ML模型的准确性和可靠性。使用来自41个实际现场案例的数据对所提出的ML模型进行预测,结果显示准确率高达100%。利用人工智能(AI)的优势,即使在诸如不连续长度、分离或填充等关键参数不可用的情况下,所提出的ML模型也保持了90%以上的准确率。这种基于人工智能的方法比传统方法有了显著的改进,为岩石质量评估和支持建议提供了更高的准确性、适应性和可靠性。
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引用次数: 0
X-ray microtomography analysis of weathering-induced porosity changes in LD slag, basalt, and gneiss ballast materials LD渣、玄武岩和片麻岩压载材料风化孔隙度变化的x射线显微层析分析
IF 4.2 2区 工程技术 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-11-20 DOI: 10.1007/s10064-025-04636-x
Hebert da Consolação Alves, Guilherme José Cunha Gomes

Understanding the effects of weathering on the porous structure of ballast materials is crucial for optimizing their selection and application in various environmental conditions. However, limited research exists on the porosimetric behavior of ballast materials under accelerated weathering conditions. This study investigates the porosimetric behavior of LD steel slag, basalt, and gneiss under accelerated weathering conditions, simulating 75 freeze-thaw and 40 sulfate soundness cycles. The research employed X-ray microtomography (Micro-CT) to analyze the three-dimensional pore structure of the materials before and after weathering. Additionally, standard laboratory tests were conducted to determine specific gravity, water absorption, and apparent porosity. Results indicate that weathering significantly impacts the porous structure of all materials. Basalt exhibited increased susceptibility to chemical weathering, leading to a notable rise in open porosity. Gneiss demonstrated superior resistance to both weathering cycles, maintaining a stable pore structure. LD steel slag, however, proved highly vulnerable to physical weathering, experiencing significant increases in both open and closed porosity. These findings provide valuable insights into the long-term durability and performance of these materials as railway ballast.

了解风化对压载材料多孔结构的影响对于优化压载材料在各种环境条件下的选择和应用至关重要。然而,关于加速风化条件下压载材料孔隙特性的研究有限。研究了LD钢渣、玄武岩和片麻岩在加速风化条件下的孔隙特性,模拟了75次冻融循环和40次硫酸盐稳定循环。采用x射线显微断层扫描技术(Micro-CT)对风化前后材料的三维孔隙结构进行了分析。此外,还进行了标准的实验室测试,以确定比重、吸水率和表观孔隙度。结果表明,风化作用对所有材料的孔隙结构都有显著影响。玄武岩对化学风化的敏感性增加,导致开放孔隙度显著增加。片麻岩对两种风化循环均表现出较强的抵抗能力,保持了稳定的孔隙结构。然而,LD钢渣极易受到物理风化的影响,其开孔率和闭孔率均显著增加。这些发现为这些材料作为铁路镇流器的长期耐久性和性能提供了有价值的见解。
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引用次数: 0
Borehole parameters-based method for the determination of elastic modulus and evaluation of anisotropic characteristics 基于井眼参数的弹性模量测定方法及各向异性特征评价
IF 4.2 2区 工程技术 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-11-20 DOI: 10.1007/s10064-025-04634-z
Liuxin Tan, Mingming He, Haoteng Wang, Lan Cui, Chunchi Ma, Qin Zhao

The anisotropic characteristics of rocks elastic deformation is determined through digital borehole testing, which is crucial to evaluate the engineering performance of rocks. This paper presents a new approach for assessing the elastic deformation characteristics and its directional changes. A segmented function correlating drilling strength and the specific energy is attributed to crushing failure. An equivalent parameter is offered to calculate the elastic modulus of rocks. Furthermore, an anisotropy index is introduced based on the variation in the equivalent elastic modulus across various drilling directions. Digital borehole tests were used to demonstrate the anisotropic characteristics of three types of rocks at drilling directions of 0°, 60° and 120°. The rock’s elastic modulus and anisotropy index are verified through compression experiments. The results show that the cutting and friction states are distinguished by a critical point in the drilling response and exhibit anisotropy along the borehole direction. The anisotropy along the drilling directions is quantified by the coefficient of variation (CoV). The order of anisotropy for rocks is ranked as Granite (0.94) < Shale (0.81) < Sandstone (0.70). In addition, the equivalent elastic modulus derived from drilling data can accurately calculate the rock’s modulus with a linear function correlation coefficient reaching 0.94. This study provides an effective approach to assess the elastic modulus and anisotropy of rocks using digital drilling.

通过数字井眼试验确定岩石弹性变形的各向异性特征,是评价岩石工程性能的关键。本文提出了一种评估弹性变形特性及其方向变化的新方法。钻井强度和比能之间的分段函数归因于破碎破坏。给出了计算岩石弹性模量的等效参数。此外,引入了基于等效弹性模量在不同钻井方向上变化的各向异性指标。采用数字井眼试验验证了3种岩石在0°、60°和120°钻孔方向上的各向异性特征。通过压缩实验验证了岩石的弹性模量和各向异性指数。结果表明,切削和摩擦状态在钻井响应中存在一个临界点,且沿井眼方向呈现各向异性。利用变异系数(CoV)量化了沿钻井方向的各向异性。岩石各向异性排序为花岗岩(0.94)&页岩(0.81)&砂岩(0.70)。此外,由钻井资料导出的等效弹性模量可以准确计算岩石的弹性模量,其线性函数相关系数达到0.94。该研究为利用数字钻井技术评估岩石弹性模量和各向异性提供了一种有效的方法。
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Bulletin of Engineering Geology and the Environment
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