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Prediction of freeze–thaw and thermal shock weathering on natural stones through deep learning-based algorithms 通过基于深度学习的算法预测天然石材的冻融和热冲击风化现象
IF 3.7 2区 工程技术 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-11-09 DOI: 10.1007/s10064-024-03961-x
A. Sakcali

Natural stones used as construction materials in outdoor applications and the rock environment in rock engineering applications are subject to weakening such as freeze-thaw (F-T) and thermal shock (TS) due to weather conditions. Predicting the mechanical effects of F-T and TS weathering is important for the design on rock engineering. While the change in mechanical properties can be determined by F-T and TS simulating with experimental studies, it can also be predicted with simple models in the literature and determining initial conditions. While the properties of weakened rock are determined from the models proposed in the literature, a rock-specific experimental study is needed and precise results cannot be obtained. Instead, the predicting of F-T and TS weathering on rocks by using deep learning-based algorithms enables better data for design. In this study, the effects of deterioration on physical and mechanical properties of natural stones after F-T and TS weathering was investigated with experimental simulation. The samples of 15 different rock type were subjected to F-T and TS process for 15, 30 and 45 cycles following standard methods in experimental study. The changes of apparent porosity, water absorption by weight, P-wave velocity, uniaxial compressive strength and elastic module of rocks after each process were investigated and analysed with different deep learning algorithms to predict these properties. It has been determined that AdaBoost is the best algorithm for predicting the properties of natural stone after F-T and TS weathering. Additionally, the stress distribution was modelled numerically to investigate the effect of F-T and TS weathering on rock samples. The study shows that deep learning-based algorithms can be used as an auxiliary tool in prediction in order to perform more precise studies.

在户外应用中作为建筑材料使用的天然石材以及在岩石工程应用中的岩石环境都会因天气条件而受到冻融(F-T)和热冲击(TS)等削弱。预测冻融(F-T)和热冲击(TS)风化的机械效应对于岩石工程设计非常重要。虽然力学性能的变化可以通过 F-T 和 TS 模拟实验研究来确定,但也可以通过文献中的简单模型和确定初始条件来预测。虽然根据文献中提出的模型可以确定弱化岩石的特性,但需要针对具体岩石进行实验研究,因此无法获得精确的结果。相反,利用基于深度学习的算法预测岩石的 F-T 和 TS 风化,可以为设计提供更好的数据。在本研究中,通过实验模拟研究了 F-T 和 TS 风化后对天然石材物理和机械性能劣化的影响。按照实验研究的标准方法,对 15 种不同类型的岩石样本进行了 15、30 和 45 个循环的 F-T 和 TS 过程。采用不同的深度学习算法来预测岩石的表观孔隙率、重量吸水率、P 波速度、单轴抗压强度和弹性模量的变化。结果表明,AdaBoost 是预测 F-T 和 TS 风化后天然石材属性的最佳算法。此外,还对应力分布进行了数值模拟,以研究 F-T 和 TS 风化对岩石样本的影响。研究表明,基于深度学习的算法可用作预测的辅助工具,以进行更精确的研究。
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引用次数: 0
Mobility forecast of gravel-silty clay landslide using ring shear test and discrete element method in Shaziba, southwestern Hubei Province, China 利用环剪试验和离散元法预测中国湖北省西南部沙子坝砾石-淤泥质粘土滑坡的流动性
IF 3.7 2区 工程技术 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-11-09 DOI: 10.1007/s10064-024-03983-5
Yifan Sheng, Bin Zhang, Guangli Xu, Zepeng Cheng, Zijian Shi, Yuanyao Li

The rapid movement and extensive displacement of gravel-silty clay landslides result in significant property damage and loss. Following the destabilization of the Shaziba landslide in Enshi City, it transformed into a debris flow, ultimately obstructing the Qingjiang River and creating a barrier dam. This study delves into the failure mechanism, leap dynamics, and motion processes of this specific landslide by employing a blend of ring shear testing and the discrete element method. Initially, the residual shear strength of the sliding soil was assessed through ring shear tests conducted under various coaxial stresses and shear rates within the sliding region, using field surveys and aerial imagery. Building upon this foundation, the entire progression of the landslide-from sliding to settlement-was replicated using PFC3D, allowing for an examination of the landslide's movement characteristics such as speed, displacement, and trajectory. The findings indicate that the shear displacement and residual friction coefficients are higher at elevated shear rates compared to lower rates. The landslide commences with an initial acceleration phase, with the silty clay material's movement lasting approximately 757 s, reaching a maximum velocity of 32.5 m/s and a displacement exceeding 1000 m. The simulated settlement volume of the landslide (9.31 × 105m3) closely aligns with the results obtained from field investigations (1.5 × 106m3). This research offers comprehensive insights into recent Shaziba landslides, serving as a valuable resource for enhancing our understanding of the dynamics involved and mitigating the potential risks associated with such events.

砾石-淤泥质粘土滑坡的快速移动和大范围位移造成了巨大的财产损失。恩施市沙子坝滑坡体失稳后转化为泥石流,最终阻塞清江河道,形成拦水坝。本研究采用环剪试验和离散元方法,深入研究了这一特殊滑坡的破坏机理、跃迁动力学和运动过程。首先,通过在滑动区域内进行各种同轴应力和剪切速率下的环剪试验,并利用实地勘测和航空图像,对滑动土壤的残余剪切强度进行了评估。在此基础上,使用 PFC3D 对滑坡从滑动到沉降的整个过程进行了复制,从而可以检查滑坡的运动特征,如速度、位移和轨迹。研究结果表明,与低剪切速率相比,高剪切速率下的剪切位移和残余摩擦系数更高。滑坡从初始加速阶段开始,淤泥质粘土材料的运动持续约 757 秒,最大速度达 32.5 米/秒,位移超过 1000 米。滑坡的模拟沉降体积(9.31 × 105 立方米)与实地调查结果(1.5 × 106 立方米)非常接近。这项研究提供了对近期沙济巴山体滑坡的全面见解,是加强我们对相关动态的了解和降低与此类事件相关的潜在风险的宝贵资源。
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引用次数: 0
Field and laboratory studies guiding to empirical prediction of cutting and bead consumption rates of diamond wire cutting machines 指导金刚石线切割机切割和切割珠消耗率经验预测的实地和实验室研究
IF 3.7 2区 工程技术 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-11-09 DOI: 10.1007/s10064-024-03945-x
Can Polat, Deniz Tumac

Predictions of cutting and bead consumption rates of diamond wire cutting machines are major subjects in determining the economics of natural stone quarrying. The main aim of this study is to develop empirical models to predict areal net cutting rate and bead consumption rate of diamond wire cutting machines based on statistical analyses using different physical and mechanical properties of natural stones at macro and micro scales. Firstly, twenty different natural stone quarries in Turkey were visited to collect natural stone samples and record field performance (areal net cutting rate and bead consumption rate) of diamond wire cutting machines. Macro and micro scale tests were applied in the laboratory on twenty-five different natural stone samples of metamorphic and sedimentary origins obtained from the fields. Macro-scale physical and mechanical property tests include density, uniaxial compressive strength, Brazilian tensile strength, Shore scleroscope hardness, and Schmidt hammer hardness. Micro-scale tests include texture coefficient, Knoop microhardness, and mean grain size. Then, simple, multiple linear, and multiple non-linear regression analyses were carried out using the macro and micro scale stone properties and the areal net cutting rate and bead consumption rate. An important feature distinguishing this study from previous ones is the use of micro and macro properties of stones separately and together, as well as the use of a very large number of data with high diversity. Results indicate that the models suggested in this study may be very useful and reliable tools for predicting the areal net cutting rate and bead consumption rate of diamond wire cutting machines.

预测金刚石线切割机的切割率和砂珠消耗率是决定天然石材开采经济性的主要课题。本研究的主要目的是利用天然石材在宏观和微观尺度上的不同物理和机械性能,在统计分析的基础上建立经验模型,以预测金刚石线切割机的平均净切割率和砂珠消耗率。首先,考察了土耳其 20 个不同的天然石材采石场,收集天然石材样本并记录金刚石线切割机的现场性能(等面积净切割率和砂珠消耗率)。在实验室中,对从野外采集的 25 种不同的天然石材样品(变质岩和沉积岩)进行了宏观和微观测试。宏观物理和机械性能测试包括密度、单轴抗压强度、巴西抗拉强度、肖氏硬度和施密特锤击硬度。微观尺度测试包括纹理系数、努氏显微硬度和平均粒度。然后,利用宏观和微观尺度的石材属性以及面积净切割率和砂珠消耗率进行简单、多重线性和多重非线性回归分析。本研究有别于以往研究的一个重要特点是分别和同时使用了石材的微观和宏观属性,并使用了大量具有高度多样性的数据。研究结果表明,本研究提出的模型可能是预测金刚石线切割机等高净切割率和砂珠消耗率的非常有用和可靠的工具。
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引用次数: 0
Formation analysis and hazard assessment of the landslide-debris flow disaster chain in small watersheds of the reservoir type 水库型小流域滑坡-泥石流灾害链的形成分析与危害评估
IF 3.7 2区 工程技术 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-11-07 DOI: 10.1007/s10064-024-03929-x
Jingkai Qu, Weimin Yang, Yiguo Xue, Chunshan Zhang, Fanmeng Kong, Jiajia Li, Feipeng Wan, Siqi Ma, Haibing Tang, Chuancheng Xu

Frequent disaster chains from landslides and debris flows in the tectonically active southwest of the Loess Plateau significantly impact local settlement safety and economic development. This paper proposes a method that integrates a hydrological stability model for landslides with FLO-2D numerical simulation to predict the reservoir type landslide-debris flow disaster chain under various rainfall conditions, based on the amplifying effects of landslides on debris flow disasters during extreme rainfall events. The results indicate that the construction of reservoir is a key factor triggering landslides. The calculated rainfall threshold for landslide reactivation ranges from 0.0–122.1 mm/d, meaning that under a 20-year return period, 98.5% (1750.0 × 104 m3) of landslides will reactivate and become material sources of debris flow. Therefore, under the influence of heavy rainfall, landslides slide into the reservoir, forming debris flows, which serve as a model for the landslide-debris flow disaster chain evolution. Simulation results for the Yuling Gully debris flow under different return periods indicate that the volume of debris flow under a 100-year return period is equivalent to the sum of volumes under both 20-year and 50-year return periods, while the area of high-hazard areas is 2.7 times greater than that under a 20-year return period. Therefore, it is crucial to emphasize the investigation of debris flow disaster chains in small watersheds that contain reservoirs, as well as to enhance disaster prevention and early warning systems to ensure public safety.

在构造活跃的黄土高原西南部,频繁发生的滑坡和泥石流灾害链严重影响了当地的居民安全和经济发展。本文基于极端降雨事件中滑坡对泥石流灾害的放大效应,提出了将滑坡水文稳定性模型与 FLO-2D 数值模拟相结合的方法,预测各种降雨条件下水库型滑坡-泥石流灾害链。结果表明,水库建设是引发滑坡的关键因素。计算得出的滑坡重新激活的降雨阈值范围为 0.0-122.1 mm/d,这意味着在 20 年重现期下,98.5%(1750.0 × 104 m3)的滑坡将重新激活并成为泥石流的物质源。因此,在强降雨的影响下,滑坡体滑入水库,形成泥石流,成为滑坡-泥石流灾害链演变的模型。玉岭沟泥石流在不同重现期下的模拟结果表明,100 年一遇的泥石流体积相当于 20 年一遇和 50 年一遇泥石流体积的总和,而高危害区的面积是 20 年一遇泥石流面积的 2.7 倍。因此,重视对水库小流域泥石流灾害链的调查,加强灾害预防和预警系统建设,确保公共安全至关重要。
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引用次数: 0
Three-dimensional dynamic stability analysis of vegetation-rooted slopes 植被扎根斜坡的三维动态稳定性分析
IF 3.7 2区 工程技术 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-11-06 DOI: 10.1007/s10064-024-03984-4
Chen Guang-Hui, Wang Ling, Ouyang Xu, Jiang Han

In this study, an analytical model for the three-dimensional (3D) dynamic stability analysis of vegetation-rooted slopes is first developed under steady-state unsaturated flow conditions. Root reinforcement, defined as the increase in the soil shear strength produced by the mechanical and hydrological effects of vegetation roots, is included in the proposed analytical model. By combining the modified pseudo-dynamic approach (MPDA) and the kinematic theory of limit analysis to the 3D discretized failure model, the most critical failure surface and the corresponding factor of safety (FS) are derived to examine the stability of vegetation-rooted slopes with the aid of the optimization algorithm of particle swarm. The proposed approach is verified by comparing with published analytical solutions and numerical results. A series of parametric analysis are then conducted to examine the influence of seismic-related parameters, vegetation properties, possible surcharge and slope geometry parameters on the slope stability. Finally, a comparison between the slope stability under different root architectures is provided and discussed. The results show that, for these selected cases, the stability of vegetation-rooted slopes is significantly improved by approximately 45% compared to bare soil slopes, and the divergences of reinforcement effects between different root architectures can be negligible.

在本研究中,首先建立了稳态非饱和流条件下植被根系边坡的三维(3D)动态稳定性分析模型。根系加固被定义为植被根系的机械和水文效应所产生的土壤抗剪强度的增加。通过将修正伪动态法(MPDA)和极限分析运动学理论与三维离散破坏模型相结合,得出了最临界破坏面和相应的安全系数(FS),并借助粒子群优化算法对植被根系边坡的稳定性进行了检验。通过与已公布的分析解和数值结果进行比较,验证了所提出的方法。然后进行了一系列参数分析,以研究地震相关参数、植被特性、可能的附加荷载和边坡几何参数对边坡稳定性的影响。最后,对不同根系结构下的斜坡稳定性进行了比较和讨论。结果表明,在这些选定的情况下,与裸土斜坡相比,植被根系斜坡的稳定性显著提高了约 45%,而且不同根系结构之间的加固效果差异可以忽略不计。
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引用次数: 0
Study on the destabilisation mechanism of karst mountains under the coupled action of mining and rainfall 采矿与降雨耦合作用下岩溶山体失稳机理研究
IF 3.7 2区 工程技术 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-11-05 DOI: 10.1007/s10064-024-03986-2
Long Chen, Dezhong Kong, Peng Li, Yujun Zuo, Yanjiao Li, Mengtang Xu, Pengfei Zhang

Mining landslides in southwestern China pose a serious threat to people's property and safety. In order to study the destabilisation and damage mechanism of karst mountains under the combined action of mining and rainfall, based on the landslides in the mountainous area of the Maidi Coal Mine in Guizhou Province, and combining with field investigations, we have analysed the characteristics of the landslides, investigated the stability of the bearing structure of the bedrock of the mountain, the composition of the mineral components, and the microscopic characteristics of the rocks, and simulated the excavation of the coal seams as well as the infiltration of the rainfall. The destabilisation mechanism of the karst mountain under the coupling of mining stress and rainfall infiltration was investigated. The obtained destabilisation and destruction mechanism of karst mountain destabilisation under the coupled action of mining and rainfall lays the foundation for the control of karst landslides.

中国西南地区的矿山滑坡严重威胁着人们的财产和安全。为了研究采矿与降雨耦合作用下岩溶山体的失稳与破坏机理,我们以贵州省麦地煤矿山区滑坡为基础,结合野外调查,分析了滑坡的特征,研究了山体基岩承载结构的稳定性、矿物成分的组成和岩石的微观特征,模拟了煤层的开挖和降雨的渗透。研究了采矿应力和降雨渗透耦合作用下岩溶山体的失稳机理。所获得的岩溶山体在采矿和降雨耦合作用下的失稳和破坏机理为岩溶滑坡的控制奠定了基础。
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引用次数: 0
Structural dynamic constitutive model of uncompacted saturated loess based on experimental results 基于实验结果的未夯实饱和黄土结构动力构成模型
IF 3.7 2区 工程技术 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-11-05 DOI: 10.1007/s10064-024-03969-3
Yuwei Zhang, Lianbaichao Liu, Zhanping Song, Youchuan Wu, Fang Zheng

Uncompacted saturated loess retains its residual pore structure without artificial compaction, making it highly sensitive to environmental changes such as dehydration-rehydration cycles. This study investigates the dynamic characteristics of uncompacted saturated loess in the Xi'an area, where infrastructure projects are commonly affected by the soil's instability. Dynamic triaxial tests were conducted under varying confining pressures and dehydration-rehydration cycles to examine the dynamic stress–strain relationship, dynamic modulus, and damping ratio variation. The methodology involved multi-stage loading using dynamic triaxial equipment, with cycles of drying and rehydration applied to replicate field conditions. A hyperbolic tangent function was used to model the dynamic stress–strain behavior, and structural parameters m1​ and m2​ were introduced to quantify the soil's stability and variability. Key findings show that dynamic stress increases with dehydration-rehydration cycles, while dynamic modulus and damping ratio decrease, especially during the initial cycles. The results provide critical insights into the behavior of uncompacted saturated loess under dynamic conditions, offering practical guidelines for managing soil stability in infrastructure projects across the Xi'an region.

未经夯实的饱和黄土在未经人工夯实的情况下仍能保持其残余孔隙结构,因此对脱水-水化循环等环境变化非常敏感。本研究调查了西安地区未夯实饱和黄土的动态特性,因为该地区的基础设施项目通常会受到土壤不稳定性的影响。在不同的约束压力和脱水-补水循环条件下进行了动态三轴试验,以研究动态应力-应变关系、动态模量和阻尼比的变化。试验方法包括使用动态三轴设备进行多阶段加载,并应用干燥和再水化循环来复制现场条件。采用双曲正切函数来模拟动态应力-应变行为,并引入结构参数 m1 和 m2 来量化土壤的稳定性和可变性。主要研究结果表明,动应力随着脱水-补水循环的进行而增加,而动模量和阻尼比则降低,尤其是在初始循环期间。这些结果为了解未夯实饱和黄土在动态条件下的行为提供了重要依据,为西安地区基础设施项目的土壤稳定性管理提供了实用指南。
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引用次数: 0
Reproduction of the chain process of debris flow blocking river at a catchment scale: a numerical study 在集水区范围内再现泥石流阻塞河流的连锁过程:数值研究
IF 3.7 2区 工程技术 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-11-05 DOI: 10.1007/s10064-024-03974-6
Wei Liu, Chaojun Ouyang, Yao Tang, Siming He

Debris flow blocking river is a common mountain disaster chain, and however, there is a scarcity of quantitative approaches for assessing this particular disaster chain. To tackle this issue, we have developed a mathematical model using the framework of depth-averaged theory and its associated computational method. The model effectively captures the multistage process of debris flow blocking river at a catchment scale. It encompasses the dynamics of runoff, debris flow, and the river, ensuring the transfer of mass and momentum throughout the entire chain. To facilitate a more intuitive transition between the various secondary induced disasters associated with debris flow blocking river, two additional state variables are introduced. The presented computing method solves the model equations by integrating an HLLC Riemann solver into a second-order accurate finite volume method. To validate the effectiveness of this approach, two laboratory experiments and the 2020 Meilong debris flow blocking river event are simulated, and the obtained results are consistent with the available data. Moreover, this approach is employed to estimate the impact of scission on the chain process of debris flow blocking river. The simulated results showcase whether the transition between the various sub-disasters can successfully transpire under the influence of chain scission. This study can provide a basis for quantitatively assessing the chain process of debris flow blocking river as well as finding the optimization scheme to prevent this disaster chain.

泥石流堵塞河道是一种常见的山地灾害链,但目前还缺乏对这种特殊灾害链进行评估的定量方法。针对这一问题,我们利用深度平均理论框架及其相关计算方法建立了一个数学模型。该模型能有效捕捉集水区范围内泥石流堵塞河流的多阶段过程。它涵盖了径流、泥石流和河流的动态变化,确保了整个链条中质量和动量的传递。为便于更直观地转换泥石流阻塞河流所引发的各种次生灾害,模型还引入了两个额外的状态变量。所介绍的计算方法通过将 HLLC 黎曼求解器集成到二阶精确有限体积法中来求解模型方程。为了验证该方法的有效性,模拟了两次实验室实验和 2020 年梅龙镇泥石流堵河事件,结果与现有数据一致。此外,该方法还用于估算泥石流阻塞河道链过程中裂隙的影响。模拟结果表明,在链式裂解的影响下,各次灾害之间能否顺利过渡。该研究可为定量评估泥石流堵塞河道的连锁过程以及寻找预防该灾害连锁的优化方案提供依据。
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引用次数: 0
Increasing accuracy in predicting mode I fracture toughness of rock structures: a comparative analysis of the rock engineering system method 提高岩石结构 I 型断裂韧性预测的准确性:岩石工程系统方法的比较分析
IF 3.7 2区 工程技术 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-11-04 DOI: 10.1007/s10064-024-03975-5
Hadi Fattahi, Hossein Ghaedi, Danial Jahed Armaghani

The investigation of crack initiation and expansion is vital for the stability of structures. The Mode I fracture toughness (KIc) of rocks is a key property used to predict crack propagation in tension and hydraulic fracturing. Various methods have been introduced to determine KIc, but results differ due to factors like sample dimensions, crack geometry, groove type, and loading conditions. The cracked chevron notched Brazilian disc (CCNBD) sample is commonly used in laboratory tests for its easy preparation. This study employs the rock engineering system (RES) technique to overcome the challenges of time-consuming and costly laboratory tests and the uncertainty in traditional methods (analytical, numerical, experimental, laboratory, regression). Using 88 CCNBD rock samples proposed by ISRM, input parameters include thickness of the disc specimen (B), uniaxial tensile strength (σt), initial crack length (α0), radius of the disc specimen (R), crack length (αB), and the length of the final crack (α1). The RES-based model used 70 data points (80% of the dataset) for development, and 18 data points (20%) for evaluation. Regression analysis compared the performance of the RES method, using statistical indicators such as squared correlation coefficient (R2), mean square error (MSE), and root mean square error (RMSE) to measure accuracy. The RES-based method outperformed other regression techniques, demonstrating significantly enhanced accuracy. This highlights the effectiveness and superior performance of the RES method in estimating fracture toughness, particularly for CCNBD samples, showcasing its potential as a robust analytical tool.

裂纹起始和扩展的研究对结构的稳定性至关重要。岩石的 I 型断裂韧性(KIc)是用于预测拉伸和水力压裂中裂纹扩展的关键属性。已有多种方法用于测定 KIc,但由于样品尺寸、裂缝几何形状、沟槽类型和加载条件等因素的影响,测定结果各不相同。裂纹雪佛龙缺口巴西圆盘(CCNBD)样品因其易于制备而常用于实验室测试。本研究采用岩石工程系统 (RES) 技术来克服实验室测试耗时长、成本高以及传统方法(分析、数值、实验、实验室、回归)的不确定性等难题。利用 ISRM 提出的 88 个 CCNBD 岩石样本,输入参数包括圆盘试样厚度 (B)、单轴抗拉强度 (σt)、初始裂缝长度 (α0)、圆盘试样半径 (R)、裂缝长度 (αB) 和最终裂缝长度 (α1)。基于 RES 的模型使用 70 个数据点(数据集的 80%)进行开发,使用 18 个数据点(20%)进行评估。回归分析比较了 RES 方法的性能,使用平方相关系数 (R2)、均方误差 (MSE) 和均方根误差 (RMSE) 等统计指标来衡量准确性。基于 RES 的方法优于其他回归技术,显著提高了准确性。这凸显了 RES 方法在估算断裂韧性(尤其是 CCNBD 样品的断裂韧性)方面的有效性和优越性能,展示了其作为一种稳健的分析工具的潜力。
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引用次数: 0
Test evaluation of slope deformation and fissure network with different surface shapes under the action of underground mining 地下采矿作用下不同表面形状的边坡变形和裂隙网试验评估
IF 3.7 2区 工程技术 Q3 ENGINEERING, ENVIRONMENTAL Pub Date : 2024-11-01 DOI: 10.1007/s10064-024-03967-5
Qianhui Li, Wenbing Shi, Lina Yu, Changwen Yang, Chun Zhu

The mountainous region of southwest China is rich in mineral resources; however, its complex topography and geological conditions make underground mining susceptible to triggering geological hazards. To comprehensively understand the mechanisms of mining-induced slope instability, generalized models of linear, concave, and concave-convex slopes were developed. The progression from the formation of mining-induced fissure networks to slope failure was analyzed using base friction tests, digital photogrammetry for deformation measurement (DPDM) technology, and fractal theory. The results indicate that an increase in mining area, number of layers, and depth leads to continuous adjustments in fissure networks and formation dislocations, resulting in diverse interactions and developmental trajectories. Fissures propagate toward the surface, increasing the fractured rock mass and decreasing slope stability. The maximum displacement occurring in the direct roof and the upper-middle part of the slope, and the maximum shear strain concentrated in the direct roof, the leading and trailing edges of the slope, and the shear failure zones. Slope shape influences deformation and failure modes: linear and concave slopes undergo creepsliding and fracturing, whereas concave-convex slopes are more prone to bending and fracturing. The fractal dimension is directly proportional to mining depth, while the probability distribution index is inversely proportional to mining depth, indicating that the fissure development mechanism evolves from micro-fissure formation to large-scale fissure. The increasing complexity in the boundaries of fissure networks is accompanied by expansion, compaction, and penetration. These findings provide a foundation for the accurate assessment of mining-induced geological hazards in slopes with similar geometric configurations.

中国西南山区蕴藏着丰富的矿产资源,但其复杂的地形和地质条件使得地下采矿容易引发地质灾害。为全面了解采矿诱发边坡失稳的机理,建立了线性、凹陷和凹凸边坡的广义模型。利用基底摩擦试验、变形测量数字摄影测量(DPDM)技术和分形理论,分析了从采矿诱发的裂隙网形成到边坡破坏的过程。结果表明,开采面积、层数和深度的增加会导致裂隙网络和地层错位的不断调整,从而产生多样化的相互作用和发展轨迹。裂隙向地表扩展,增加了断裂岩体,降低了边坡稳定性。最大位移发生在直接顶面和斜坡的中上部,最大剪切应变集中在直接顶面、斜坡的前缘和后缘以及剪切破坏区。斜坡形状影响变形和破坏模式:直线斜坡和凹形斜坡会发生蠕变滑动和断裂,而凹凸斜坡则更容易发生弯曲和断裂。分形维数与开采深度成正比,而概率分布指数与开采深度成反比,表明裂隙发育机制是从微裂隙形成到大尺度裂隙的演化过程。裂隙网络边界的复杂性不断增加,并伴随着扩展、压实和渗透。这些发现为准确评估具有类似几何构造的斜坡的采矿诱发地质灾害奠定了基础。
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Bulletin of Engineering Geology and the Environment
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