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A Preliminary Assessment of Rock Slope Stability in Tropical Climates: A Case Study at Lafarge Quarry, Perak, Malaysia 热带气候下岩质边坡稳定性的初步评估:以马来西亚霹雳州拉法基采石场为例
IF 0.8 Q3 MINING & MINERAL PROCESSING Pub Date : 2020-07-01 DOI: 10.22044/JME.2020.9814.1901
K. S. Shah, M. Hashim, K. Ariffin, N. F. Nordin
The stability analysis of rock slopes is a complex task for the geotechnical engineers due to the complex nature of the rock mass in a tropical climate that often has discontinuities in several forms, and consequently, in several types of slope failures. In this work, a rock mass classification scheme is followed in a tropical environment using the Rock Mass Rating (RMR) and Geological Strength Index (GSI) combined with the kinematic investigation using the Rocscience Software Dips 6.0. The Lafarge quarry is divided into ten windows. In the RMR system, the five parameters uniaxial compressive strength (UCS), rock quality designation (RQD), discontinuity spacing, discontinuity condition, and groundwater conditions are investigated. The RMR values range from 51 to 70 (fair to good rock mass), and the GSI values range from 62 to 65 (good to fair rock mass). There is a good and positive correlation between RMR and GSI. The kinematic analysis reveals that window A is prone to critical toppling, window H to critical wedge-planar failure, and window G to critical wedge failure.  From the results obtained, it can be concluded that the kinematic analysis combined with the rock mass classification system provides a better understanding to analyze the rock slope stability in a tropical climate compared with considering the rock mass classification system individually.
岩石边坡的稳定性分析对岩土工程师来说是一项复杂的任务,因为在热带气候下,岩体的性质很复杂,通常有几种形式的不连续性,因此会导致几种类型的边坡破坏。在这项工作中,使用岩体评级(RMR)和地质强度指数(GSI),结合使用Rocscience软件Dips 6.0进行的运动学调查,在热带环境中遵循岩体分类方案。拉法基采石场分为十个窗口。在RMR系统中,研究了五个参数的单轴抗压强度(UCS)、岩石质量指标(RQD)、不连续面间距、不连续条件和地下水条件。RMR值范围为51至70(良好至良好岩体),GSI值范围为62至65(良好至一般岩体)。RMR与GSI之间存在良好的正相关关系。运动学分析表明,窗口A易发生临界倾倒,窗口H易发生临界楔平面破坏,窗口G易发生临界楔形破坏。从所得结果可以得出结论,与单独考虑岩体分类系统相比,将运动学分析与岩体分类系统相结合,可以更好地理解热带气候下的岩质边坡稳定性分析。
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引用次数: 3
Investigating and Ranking Blasting Patterns to Reduce Ground Vibration using Soft Computing Approaches and MCDM Technique 利用软计算方法和MCDM技术对降低地面振动的爆破方式进行调查和排序
IF 0.8 Q3 MINING & MINERAL PROCESSING Pub Date : 2020-07-01 DOI: 10.22044/JME.2020.9446.1852
D. Mohammadi, R. Mikaeil, J. Sharif
The blasting method is one of the most important operations in most open-pit mines that has a priority over the other mechanical excavation methods due to its cost-effectiveness and flexibility in operation. However, the blasting operation, especially in surface mines, imposes some environmental problems including the ground vibration as one of the most important ones. In this work, an evaluation system is provided to study and select the best blasting pattern in order to reduce the ground vibration as one of the hazards in using the blasting method. In this work, 45 blasting patterns used for the Sungun copper mine are studied and evaluated to help determine the most suitable and optimum blasting pattern for reducing the ground vibration. Additionally, due to the lack of certainty in the nature of ground and the analyses relating to this drilling system, in the first step, a combination of the imperialist competitive algorithm and k-means algorithm is used for clustering the measured data. In the second step, one of the multi-criteria decision-making methods, namely TOPSIS (Technique for Order Performance by Similarity to Ideal Solution), is used for the final ranking. Finally, after evaluating and ranking the studied patterns, the blasting pattern No. 27 is selected. This pattern is used with the properties including a hole diameter of 16.5 cm, number of holes of 13, spacing of 4 m, burden of 3 m, and ammonium nitrate fuel oil of 1100 Kg as the most appropriate blasting pattern leading to the minimum ground vibration and reduction of damages to the environment and structures constructed around the mine.
爆破方法是大多数露天矿最重要的开采方法之一,由于其成本效益和操作灵活性,在其他机械开挖方法中具有优先地位。然而,爆破作业,特别是露天矿山爆破作业,带来了一些环境问题,其中地面振动是最重要的环境问题之一。本文提出了一种评价体系,用于研究和选择最佳爆破方式,以减少地面振动这一爆破方法使用中的危害之一。本文对孙郡铜矿45种爆破方式进行了研究和评价,以确定减少地面振动的最合适和最优爆破方式。此外,由于地面性质和与该钻井系统相关的分析缺乏确定性,在第一步中,将帝国主义竞争算法和k-means算法相结合用于对测量数据进行聚类。第二步,采用多准则决策方法之一,即TOPSIS (Order Performance Technique for Similarity to Ideal Solution)进行最终排序。最后,对所研究的爆破模式进行了评价和排序,最终选定了27号爆破模式。钻孔直径16.5 cm,孔数13个,间距4 m,装料3 m,硝酸铵燃料油1100 Kg为最合适的爆破方式,使地面震动最小,减少对矿山周围环境和构筑物的破坏。
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引用次数: 0
A New Mathematical Model for Production Scheduling in Sub-level Caving Mining Method 分段崩落法生产调度新数学模型
IF 0.8 Q3 MINING & MINERAL PROCESSING Pub Date : 2020-07-01 DOI: 10.22044/JME.2020.9139.1804
M. Shenavar, M. Ataee-Pour, M. Rahmanpour
Production scheduling in underground mines is still a manual process, and achieving a truly optimal result through manual scheduling is impossible due to the complexity of the scheduling problems. Among the underground mining methods, sub-level caving is a common mining method with a high production rate for hard rock mining. There are limited studies about long-term production scheduling in the sub-level caving method. In this work, for sub-level caving production scheduling optimization, a new mathematical model with the objective of net present value (NPV) maximization is developed. The general technical and operational constraints of the sub-level caving method such as opening and developments, production capacity, sub-level mining geometry, and ore access are considered in this model. Prior to the application of the scheduling model, the block model is processed to remove the unnecessary blocks. For this purpose, the floating stope algorithm is applied in order to determine the ultimate mine boundary and reduce the number of blocks that consequently reduces the running time of the model. The model is applied to a bauxite mine block model and the maximum NPV is determined, and then the mine development network is designed based on the optimal schedule.
地下矿山的生产调度仍然是一个人工过程,由于调度问题的复杂性,不可能通过人工调度达到真正的最优结果。在地下开采方法中,分段崩落法是硬岩开采中常见的一种高产开采方法。对于分段崩落法的长期生产调度问题,目前研究较少。针对分段崩落法生产调度优化问题,建立了以净现值(NPV)最大化为目标的数学模型。该模型考虑了分段崩落法的一般技术和操作约束条件,如开口和发展、生产能力、分段开采几何形状和矿石通道等。在应用调度模型之前,先对块模型进行处理,去除不需要的块。为此,采用浮动采场算法确定最终矿山边界,减少块数,从而缩短模型运行时间。将该模型应用于某铝土矿区块模型,确定了最大净现值,并根据最优方案设计了矿山开发网络。
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引用次数: 2
Integrating Geophysical Attributes with New Cuckoo Search Machine-Learning Algorithm to Estimate Silver Grade Values–Case Study: Zarshouran Gold Mine 结合地球物理属性与布谷鸟搜索机器学习新算法估算银品位——以扎寿然金矿为例
IF 0.8 Q3 MINING & MINERAL PROCESSING Pub Date : 2020-07-01 DOI: 10.22044/JME.2020.9939.1923
A. Alimoradi, B. Maleki, A. Karimi, M. Sahafzadeh, S. Abbasi
The exploration methods are divided into the direct and indirect categories. Among these, the indirect geophysical methods are more time- and cost-effective compared with the direct methods. The target of the geophysical investigations is to obtain an accurate image from the underground features. The Induced polarization (IP) is one of the common methods used for metal sulfide ore detection. Since metal ores are scattered in the host rock in the Zarshouran mine area, IP is considered as a major exploration method. Parallel to IP, the resistivity data gathering and processing are done to get a more accurate interpretation. In this work, we try to integrate the IP/RS geophysical attributes with borehole grade analyses and geological information using the cuckoo search machine-learning algorithm in order to estimate the silver grade values. The results obtained show that it is possible to estimate the grade values from the geophysical data accurately, especially in the areas without drilling data. This reduces the costs and time of the exploration and ore reserves estimation. Comparing the results of the intelligent inversion with the numerical methods, as the major tools to invert the geophysical data to the ore model, demonstrate a superior correlation between the results.
勘探方法分为直接勘探和间接勘探两大类。其中,间接物探法比直接物探法更省时、更经济。地球物理调查的目标是从地下地物中获得准确的图像。感应极化法是金属硫化物矿探测的常用方法之一。由于扎寿冉矿区金属矿在寄主岩中较为分散,电激电法是主要的找矿方法。与激电法并行,进行电阻率数据采集和处理,以获得更准确的解释。在这项工作中,我们尝试使用布谷鸟搜索机器学习算法将IP/RS地球物理属性与钻孔品位分析和地质信息相结合,以估计银品位值。结果表明,利用地球物理资料准确估计品位值是可行的,特别是在没有钻探资料的地区。这减少了勘探和估计储量的成本和时间。将智能反演结果与数值反演结果进行对比,发现智能反演结果与数值反演结果具有较好的相关性。
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引用次数: 1
A 3D Finite-Difference Analysis of Interaction between a Newly-Driven Large Tunnel with Twin Tunnels in Urban Areas 城市新建大型隧道与双隧道相互作用的三维有限差分分析
IF 0.8 Q3 MINING & MINERAL PROCESSING Pub Date : 2020-07-01 DOI: 10.22044/JME.2020.9444.1851
S. Akbari, S. Zare, H. Chakeri, H. M. N. Abad
Evaluation of the interaction between a new and the existing underground structures is one of the important problems in urban tunneling. In this work, using FLAC3D, four numerical models of single- and twin-tube tunnels in urban areas are developed, where the horizontal distance between the single- and twin-tube tunnels are varied. The aim is to analyze the effects of the horizontal distances, considering various criteria such as the deformation of linings, the forces and moments exerted on the twin-tube tunnels and their safety factors, the subsidence that occur on the surface and the nearby buildings, the stability of the single-tube tunnel, and the stability of the pillar lying between the single- and twin-tube tunnels. Considering the above-mentioned criteria, the results obtained indicate that the interaction between the single- and twin-tube tunnels is virtually negligible in the distance more than three times the single-tube tunnel diameter. Also the stability of the pillar lying between the tunnels makes the distance to be chosen at least 1.5 times the single-tube tunnel diameter.
新建地下结构与既有地下结构相互作用的评价是城市隧道施工中的重要问题之一。本文利用FLAC3D软件,建立了城市地区单管和双管隧道的四个数值模型,其中单管和双管隧道之间的水平距离是不同的。考虑衬砌变形、双管隧道的受力和弯矩及其安全系数、地表及附近建筑物的沉降、单管隧道的稳定性、单管隧道与双管隧道之间柱的稳定性等因素,分析水平距离的影响。考虑上述准则,得到的结果表明,在超过单管隧道直径3倍的距离内,单管和双管隧道之间的相互作用几乎可以忽略不计。此外,隧道之间的矿柱的稳定性也决定了隧道间距的选择至少是单管隧道直径的1.5倍。
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引用次数: 3
A Correlation for Estimating LCPC Abrasivity Coefficient using Rock Properties 利用岩石性质估算LCPC耐磨系数的相关性
IF 0.8 Q3 MINING & MINERAL PROCESSING Pub Date : 2020-07-01 DOI: 10.22044/JME.2020.9520.1863
M. Ansari, M. Hosseini, A. Beydokhti
Rock abrasivity, as one of the most important parameters affecting the rock drillability, significantly influences the drilling rate in mines. Therefore, rock abrasivity should be carefully evaluated prior to selecting and employing drilling machines. Since the tests for a rock abrasivity assessment require sophisticated laboratory equipment, empirical models can be used to predict rock abrasivity. Several indices based on five known methods have been introduced for assessing rock abrasivity including rock abrasivity index (RAI), Cerchar abrasivity index (CAI), Schimazek’s abrasivity factor (F-abrasivity), bit wear index (BWI), and LCPC abrasivity coefficient (LAC). In this work, 12 rock types with different origins were investigated using the uniaxial compressive strength (UCS), Brazilian test for tensile strength, and longitudinal wave velocity and LCPC tests, and microscopic observations were made to obtain a correlation for estimating the LCPC abrasivity coefficient by conducting the conventional rock mechanics tests. Using the equivalent quartz content, velocity of longitudinal waves, and rock brittleness index, a linear correlation was obtained with a coefficient of determination (R2) of 93.3% using SPSS in order to estimate LAC.
岩石磨蚀性作为影响岩石可钻性的重要参数之一,对矿山的钻速有着重要的影响。因此,在选择和使用钻机之前,应仔细评估岩石的耐磨性。由于岩石耐磨性评估测试需要复杂的实验室设备,因此可以使用经验模型来预测岩石耐磨性。已经引入了基于五种已知方法的几个指标来评估岩石耐磨性,包括岩石耐磨性指数(RAI)、Cerchar耐磨性指标(CAI)、Schimazek耐磨性因子(F-耐磨性)、钻头磨损指数(BWI)和LCPC耐磨性系数(LAC)。在这项工作中,使用单轴抗压强度(UCS)、巴西抗拉强度试验、纵波速度和LCPC试验研究了12种不同来源的岩石类型,并进行了微观观察,以通过进行常规岩石力学试验来获得估算LCPC磨损系数的相关性。使用等效石英含量、纵波速度和岩石脆性指数,使用SPSS获得了确定系数(R2)为93.3%的线性相关性,以估计LAC。
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引用次数: 1
A New Method for Predicting Indirect Tensile Strength of Sandstone Rock Samples 砂岩试样间接抗拉强度预测新方法
IF 0.8 Q3 MINING & MINERAL PROCESSING Pub Date : 2020-07-01 DOI: 10.22044/JME.2020.9775.1897
H. Fattahi
The tensile strength (σt) of a rock plays an important role in the reliable construction of several civil structures such as dam foundations and types of tunnels and excavations. Determination of σt in the laboratory can be expensive, difficult, and time-consuming for certain projects. Due to the difficulties associated with the experimental procedure, it is usually preferred that the σt is evaluated in an indirect way. For these reasons, in this work, the adaptive network-based fuzzy inference system (ANFIS) is used to build a prediction model for the indirect prediction of σt of sandstone rock samples from their physical properties. Two ANFIS models are implemented, i.e. ANFIS-subtractive clustering method (SCM) and ANFIS-fuzzy c-means clustering method (FCM). The ANFIS models are applied to the data available in the open source literature. In these models, the porosity, specific gravity, dry unit weight, and saturated unit weight are utilized as the input parameters, while the measured σt is the output parameter. The performance of the proposed predictive models is examined according to two performance indices, i.e. mean square error (MSE) and coefficient of determination (R2). The results obtained from this work indicate that ANFIS-SCM is a reliable method to predict σt with a high degree of accuracy.
岩石的抗拉强度(σt)在几种土木结构的可靠施工中起着重要作用,如坝基、隧道和开挖类型。对于某些项目来说,在实验室中测定σt可能是昂贵、困难和耗时的。由于与实验程序相关的困难,通常优选以间接方式评估σt。基于这些原因,本工作使用自适应网络模糊推理系统(ANFIS)建立了一个预测模型,用于从砂岩样品的物理性质间接预测其σt。实现了两个ANFIS模型,即ANFIS减法聚类法(SCM)和ANFIS模糊c-均值聚类法(FCM)。ANFIS模型应用于开源文献中可用的数据。在这些模型中,孔隙率、比重、干容重和饱和容重被用作输入参数,而测量的σt是输出参数。根据两个性能指标,即均方误差(MSE)和决定系数(R2),检查所提出的预测模型的性能。这项工作的结果表明,ANFIS-CM是一种高精度预测σt的可靠方法。
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引用次数: 1
A new technical and economic model to calculate specific charge and specific drilling using hole diameter, height bench, uniaxial compressive strength, and joint set orientation 利用孔径、高度基准、单轴抗压强度和接头组定向计算比装药和比钻的新技术经济模型
IF 0.8 Q3 MINING & MINERAL PROCESSING Pub Date : 2020-06-30 DOI: 10.22044/JME.2020.9527.1864
A. Zarghami, K. Shahriar, K. Goshtasbi, A. A. Dehkharghani
Calculation of the specific charge and specific drilling before blasting operation play a significant role in blasting pattern design and reduction of the final extraction cost of minerals. Information from Sungun, Miduk and Chah-Firouzeh copper mines in Iran was assessed, and found that there is a significant relationship between specific charge and specific drilling with hole diameter, bench height, uniaxial compressive strength and joint set orientation and tested this model in Sungun copper mine. Due to insufficient consideration during the design of the blast pattern and because of the high hardness in the rock in some parts of the mine, lots of destructive events such as boulders, back break, bench toe, high specific charge and high specific drilling, fly rock and ground vibration in the blast operation were observed. The specific charge and specific drilling are the most important technical and economic parameters in designing the blasting pattern and play an important role in reducing the cost of blasting. The blasting cost could be largely controlled by the accurate examination and computation of these parameters. Based on this model, an increase in the rock strength and the angle between the bench face and the main joint set will increase the specific charge and specific drilling. On the other hand, the specific charge and specific drilling will decrease when the hole diameter increases in every range of uniaxial compressive strength.
爆破作业前的比装药计算和比钻孔对爆破模式设计和降低矿物最终提取成本具有重要作用。对伊朗Sungun、Miduk和Chah Firouzeh铜矿的信息进行了评估,发现比装药和比钻与孔径、台阶高度、单轴抗压强度和节理组方向之间存在显著关系,并在Sungun铜矿测试了该模型。由于在设计爆破模式时考虑不足,并且由于矿山某些部分的岩石硬度较高,在爆破操作中观察到了大量破坏性事件,如巨石、背部断裂、台阶趾、高比装药和高比钻孔、飞石和地面振动。装药比和钻孔比是设计爆破方案中最重要的技术经济参数,对降低爆破成本起着重要作用。通过对这些参数的精确检测和计算,可以在很大程度上控制爆破成本。基于该模型,岩石强度和台阶面与主节理组之间的角度的增加将增加比装药和比钻孔。另一方面,在每个单轴抗压强度范围内,当孔径增大时,比装药和比钻量都会减小。
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引用次数: 1
Behavior of Tunnel and Neighboring Joint with and without Presence of Rock Bolt under biaxial loads; Particle Flow Code Approach 双轴荷载作用下有无锚杆存在时隧道及相邻节理的受力特性粒子流编码方法
IF 0.8 Q3 MINING & MINERAL PROCESSING Pub Date : 2020-06-20 DOI: 10.22044/JME.2020.9581.1872
V. Sarfarazi
In this paper, interaction between semi-circular space and neighboring joint with and without Presence of Rock Bolt is investigated using Particle Flow Code. For this purpose, firstly calibration of PFC was performed using both of the Brazilian experimental test and uniaxial compression test. Secondly, numerical model with dimension of 100mm *100 mm was prepared. A semi-circular space with radius of 25 mm was situated below the model. A joint with length of 40 mm was situated above the space. Joint opening was 2mm. Joint angle related to horizontal direction was 0°, 15°, 30°, 45°, 60° and 75°. Totally, 6 different configurations of semi-circular space and neighboring joint were prepared. These models tested with and without presence of vertical rock bolts by biaxial test. The Rock bolt length was 50 mm. The value of lateral force was fixed at 2 MPa. Axial force was applied to the model till final failure was occurred. The results shows that presence of rock bolts change the failure pattern of numerical model. In absence of rock bolt, two tensile wing cracks initiate from joint tip and propagate diagonally till coalescence from model boundary. Also several shear bands were initiated in the left and right sides of the tunnel. In presence of rock bolt, several shear bands were initiated in the left and right sides of the tunnel. The compressive strength with presence of rock bolt was more than that without presence of rock bolt. The failure stress has minimum value when joint angle was 45°.
本文用粒子流程序研究了半圆形空间与相邻节理在有锚杆和无锚杆情况下的相互作用。为此,首先使用巴西实验试验和单轴压缩试验对PFC进行了校准。其次,建立了尺寸为100mm*100mm的数值模型。一个半径为25毫米的半圆形空间位于模型下方。长度为40mm的接头位于该空间上方。接头开口2mm。与水平方向相关的节理角度分别为0°、15°、30°、45°、60°和75°。共制备了6种不同构型的半圆形空间和相邻接头。这些模型通过双轴试验在有无垂直锚杆的情况下进行了试验。锚杆长度为50毫米。侧向力的值固定在2兆帕。对模型施加轴向力,直到发生最终失效。结果表明,锚杆的存在改变了数值模型的破坏模式。在没有锚杆的情况下,两个拉伸翼裂纹从节理尖端开始,沿对角线方向扩展,直到从模型边界聚结。此外,在隧道的左侧和右侧也出现了几个剪切带。在存在锚杆的情况下,在隧道的左侧和右侧产生了几个剪切带。有锚杆存在时抗压强度大于无锚杆存在时的抗压强度。当接头角度为45°时,破坏应力最小。
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引用次数: 0
Mechanical Properties of Low Plasticity Clay Soil Stabilized with Iron Ore Mine Tailing and Portland cement 铁矿尾矿与硅酸盐水泥稳定低塑性粘土的力学性能
IF 0.8 Q3 MINING & MINERAL PROCESSING Pub Date : 2020-06-09 DOI: 10.22044/JME.2020.9304.1860
A. Ghanizadeh, Abouzar Yarmahmoudi, H. Abbaslou
Due to economical and environmental issues, utilization of mineral wastes, e.g. iron ore mine tailing (IOMT), as road materials can be recommended as a sustainable alternative. In the present study, mechanical properties, as well as resistance to freezing and thawing cycles (F-T) of low plasticity clay soil stabilized with different percentages of Portland cement (0, 6, 9, 12 and 15%) and different IOMT content (0, 10, 20, 30 and 40%) has been investigated. To this end, unconfined compressive strength (UCS), initial elastic modulus (E0), and indirect tensile strength (ITS) at different curing times of 7, 14, 18, and 56 days for different admixtures was determined to select optimum mix design for stabilization of clayey subgrade soil. This study shows that by increasing the percentage of cement, strength parameters such as UCS, E0, and ITS increases while increasing IOMT does not show a specific trend to increase strength parameters. Evaluation of strength parameters at different curing time showed that in short-term curing times (7 and 14 days), iron ore mine tailing has a positive effect on the strength parameters, while in long-term curing times (28 and 56 days), iron ore mine tailing has a negative effect on the strength parameters. In total, it was found that 12% of the Portland cement and 10 to 40% of the IOMT passes the UCS and F-T criteria for stabilization of low plasticity clay soils, while clay soil (without IOMT) requires at least 15% of Portland cement for stabilization.
由于经济和环境问题,建议将矿物废物(如铁矿尾矿)用作道路材料,作为可持续的替代方案。在本研究中,研究了不同比例的硅酸盐水泥(0、6、9、12和15%)和不同IOMT含量(0、10、20、30和40%)稳定的低塑性粘土的力学性能以及抗冻融循环(F-T)。为此,确定了不同外加剂在7、14、18和56天的不同养护时间下的无侧限抗压强度(UCS)、初始弹性模量(E0)和间接抗拉强度(ITS),以选择用于稳定粘性路基土的最佳配合比设计。本研究表明,通过增加水泥的百分比,UCS、E0和ITS等强度参数会增加,而增加IOMT并没有显示出增加强度参数的特定趋势。对不同养护时间强度参数的评价表明,在短期养护时间(7天和14天),铁矿尾矿对强度参数有正向影响,而在长期养护时间(28天和56天),铁尾矿对强度指标有负向影响。总的来说,发现12%的硅酸盐水泥和10-40%的IOMT通过了低塑性粘土稳定的UCS和F-T标准,而粘土(不含IOMT)至少需要15%的硅酸盐水泥才能稳定。
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引用次数: 4
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Journal of Mining and Environment
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