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Transient settlement estimation of shallow foundation under eccentrically inclined static and cyclic load on granular soil using artificial intelligence techniques 用人工智能技术估算颗粒土上偏心倾斜静载和循环荷载作用下浅基础的瞬态沉降
IF 1.3 Q3 ENGINEERING, GEOLOGICAL Pub Date : 2022-07-26 DOI: 10.1080/17486025.2022.2103187
Suvendu Kumar Sasmal, R. Behera
ABSTRACT The present study focuses on estimating the transient response of shallow strip footing on granular soil using soft computing techniques. A shallow foundation is numerically modelled using Beam on Nonlinear Winkler Foundation model. Then the footing is subjected to a combination of allowable static and cyclic load depending on the ultimate bearing capacity of the footing. The eccentricity and angle of load inclination of static load are varied to simulate more practical conditions. The cyclic load is rectangular pulse load. One cycle of rectangular pulse load is applied to observe the immediate response of the foundation, referred as the transient response. Apart from the loading parameters, three granular soils of three different relative densities (D r  = 35%, 51% and 69%) are considered. Based on numerical simulation of 1728 conditions, soft computing models are developed using five techniques, viz. Neural Networks, Support Vector Machines, Multivariate Adaptive Regression Splines, Adaptive Neuro Fuzzy Interface System and Multi Gene Genetic Programming. It is found that the static load on the foundation is the most important parameter controlling the transient response of the footing.
摘要本研究的重点是利用软计算技术估算颗粒土上浅条形基脚的瞬态响应。采用梁-非线性Winkler地基模型对浅基础进行了数值模拟。然后,根据基脚的极限承载力,基脚承受容许静态荷载和循环荷载的组合。改变静载荷的偏心率和载荷倾角,以模拟更实际的情况。循环载荷为矩形脉冲载荷。施加一个周期的矩形脉冲荷载,以观察基础的即时响应,称为瞬态响应。除荷载参数外,三种不同相对密度(D r = 35%、51%和69%)。在对1728个条件进行数值模拟的基础上,利用神经网络、支持向量机、多元自适应回归样条、自适应神经模糊接口系统和多基因遗传规划五种技术建立了软计算模型。研究发现,地基静载荷是控制地基瞬态响应的最重要参数。
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引用次数: 1
Evaluation of liquefaction potential by energy-based and stress-based methods and gene expressing programming (case study: Tabriz city) 基于能量、压力和基因表达编程的液化潜力评价(以大不里士市为例)
IF 1.3 Q3 ENGINEERING, GEOLOGICAL Pub Date : 2022-07-18 DOI: 10.1080/17486025.2022.2096264
Armin Sahebkaram Alamdari, R. Dabiri, R. Jani, Fariba Behrouz Sarand
ABSTRACT Liquefaction in soil layers is a vital factor intensifying earthquake damages.This study compares the numerical evaluation process and the results of two methods based on stress and energy. It is inferred from the calculations that the stress-based method predicts a higher liquefaction potential with a lower safety factor as it promises liquefaction in deeper soil layers. In return, liquefaction tends to occur at a shallower depth with higher intensity in the energy-based method. Through applying the two approaches based on the data collected from different areas around Tabriz, a liquefaction-zoning map is presented. Despite being far from the fault, the central to the western and the southwestern parts of Tabriz has a high liquefaction potential. Eventually, based on the evaluated liquefaction potential using the stated methods and adopting the gene expression programming (GEP) approach, an equation is introduced to estimate the liquefaction potential for the case study. The predictions of the proposed models were consistent with the findings of experimental methods, demonstrating appropriate statistical measures and parametric analysis. It can also be concluded from the results of the parametric analysis, that the parameters of maximum acceleration, earthquake magnitude, and SPT number have more great impact on soil liquefaction.
土层液化是加剧地震灾害的重要因素。本文比较了基于应力和能量的两种方法的数值评价过程和结果。计算结果表明,基于应力的方法具有较高的液化潜力和较低的安全系数,因为它可以在较深的土层中进行液化。反过来,在基于能量的方法中,液化往往发生在较浅的深度和较高的强度。根据大不里士周围不同地区收集的数据,应用这两种方法,绘制了一幅液化分区图。尽管远离断层,但大不里士中部到西部和西南部具有很高的液化潜力。最后,在利用上述方法对液化势进行评估的基础上,采用基因表达编程(GEP)方法,引入了液化势估算方程。所提出模型的预测结果与实验方法的结果一致,表明了适当的统计措施和参数分析。从参数分析结果也可以看出,最大加速度、地震震级、SPT数等参数对土壤液化的影响较大。
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引用次数: 0
Praseodymium-oxide decorated montmorillonite nanocomposite as a novel admixture for dredged soil stabilisation 氧化镨修饰蒙脱土纳米复合材料用于疏浚土稳定的新型掺合料
IF 1.3 Q3 ENGINEERING, GEOLOGICAL Pub Date : 2022-07-16 DOI: 10.1080/17486025.2022.2099019
Falk Ayub, S. Khan, Sarmishta Rudra Paul
ABSTRACT Herein a novel nanocomposite, Praseodymium oxide-nano montmorillonite (Pr-nMMT)was fabricated and explored as stabilising admixture for enhancing the strength of dredged soils. The compaction, permeability, direct shear, california bearing ratio (CBR), and unconfined compressive strength (UCS) tests performed on the dredged soil samples collected from the Shalimar site along the Dal Lake Srinagar rendered it unsuitable as construction material and needed stabilisation before using it as a building material. Different percentages of Pr-nMMT (0.25–1%) were used for stabilisation purposes and it revealed that the addition of Pr-nMMT to soil increased maximum dry density (MDD), shear strength parameters (angle of internal friction and cohesion), CBR, and decreased optimum moisture content (OMC), plasticity index, and hydraulic conductivity. The UCS enhanced notably with Pr-nMMT content and increment in curing time. The optimum Pr-nMMT content determined was 0.5% as it demonstrated the maximum value of UCS at 0, 7 and 14 days of curing beyond which the strength showed a declining trend. It was anticipated that Pr-nMMT filled pores between soil particles, therefore resisting sliding among soil particles and thus increasing the strength of treated dredged soil. The results portray Pr-nMMT as an efficient nano admixture for the stabilisation of dredged soil.
本文制备了一种新型纳米复合材料——氧化镨-纳米蒙脱土(Pr-nMMT),并对其作为增强疏浚土强度的稳定掺合料进行了探索。对从斯利那加达尔湖沿岸的Shalimar工地收集的疏浚土壤样本进行的压实、渗透性、直接剪切、加州承载比(CBR)和无侧压抗压强度(UCS)测试表明,它不适合作为建筑材料,在用作建筑材料之前需要进行稳定。不同比例的Pr-nMMT(0.25-1%)用于稳定目的,结果表明,Pr-nMMT添加到土壤中增加了最大干密度(MDD)、抗剪强度参数(内摩擦角和黏聚角)、CBR,降低了最佳含水率(OMC)、塑性指数和水力导率。随着Pr-nMMT含量的增加和固化时间的延长,UCS显著增强。确定的最佳Pr-nMMT含量为0.5%,表明固化0、7和14 d时的UCS最大值,超过此值强度呈下降趋势。预计Pr-nMMT填充土粒之间的孔隙,从而抵抗土粒之间的滑动,从而提高处理后的疏浚土的强度。结果表明,Pr-nMMT是一种有效的稳定疏浚土的纳米掺合料。
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引用次数: 1
Effect on bearing capacity and settlement behaviour of fly-ash reinforced with fine micropiles 细粒微桩增强粉煤灰承载力及沉降特性的影响
IF 1.3 Q3 ENGINEERING, GEOLOGICAL Pub Date : 2022-07-06 DOI: 10.1080/17486025.2022.2096265
M. A. Farooqi, K. Ali, I. Shah, K. Alotaibi
ABSTRACT Micropiling is an extensively used method for improving the stability of building foundations and load-carrying capacity of the soil. Unlike regular piling, it can be employed without pile driving equipment and, hence, it is a versatile option of soil reinforcement under space-restricted situations. Since, it is an economical and easy to implement option for soil improvement, this paper intends to study the improvement in bearing capacity and settlement behaviour of a fly-ash bed using fine micropiles under isolated footings, for low-cast and lightweight structures. Fly-ash, a by-product of coal-fired power plants, is used in the experiment because it is extensively used as a filling material for housing projects in low-lying areas and pavements. Micropiles were installed underneath the footing as well as beyond the periphery of footing with varied spacing and extent ratio. The results are depicted through two dimensionless constants, namely bearing capacity ratio (BCR) and settlement reduction factor (SRF). Significant improvements have been observed in load-carrying capacity and settlement potential due to decrease in spacing and increase in lateral extent of micropiles. The optimum configuration of spacing and lateral extend achieved 135% bearing capacity improvement with 71% decrease in settlement.
微桩是一种广泛使用的提高建筑地基稳定性和土体承载能力的方法。与常规打桩不同,它可以在没有打桩设备的情况下使用,因此,在空间有限的情况下,它是一种通用的土壤加固选择。由于这是一种经济且易于实施的土壤改良方案,因此本文打算研究在隔离基础下使用细微桩改善低浇筑和轻质结构的粉煤灰床的承载力和沉降行为。粉煤灰是燃煤电厂的副产品,在实验中被使用,因为它被广泛用作低洼地区住房项目和人行道的填充材料。微桩安装在基础下方和基础外围,间距和延伸比各不相同。结果通过承载力比(BCR)和沉降折减系数(SRF)两个无维常数来描述。由于微桩间距的减小和横向范围的增加,在承载能力和沉降潜力方面有了显著的改善。最优的间距和横向延伸配置可使承载力提高135%,沉降降低71%。
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引用次数: 1
Multiscale modelling of the seismic response of shallow foundations on saturated granular soils 饱和颗粒土浅层地基地震响应的多尺度模拟
IF 1.3 Q3 ENGINEERING, GEOLOGICAL Pub Date : 2022-07-04 DOI: 10.1080/17486025.2021.1912405
U. El Shamy
ABSTRACT This paper presents a multiscale approach to analyse the seismic response of a spread-footing system founded on saturated granular soil deposits that might be susceptible to liquefaction. The pore-fluid is idealised as a continuum by using a homogenised form of Navier-Stokes equations that accounts for the presence of the solid particles. These particles are modelled at a microscale using the discrete element method. The foundation is idealised as a square rigid block by generating a group of glued particles. Computational simulations were conducted to investigate the response of spread-footings on saturated deposits when subjected to a seismic excitation. For the considered closely-spaced foundation system, it is possible to have a foundation settlement smaller than the free-field. Stress overlap between neighbouring footings could lead to an increase in soil stiffness and less susceptibility to pore-pressure build-up and volume decrease compared with the free-field. The majority of the foundation settlement occurs during shaking, whereas settlement continues to accumulate post shaking in the free-field. Evaluation of the contribution of base and lateral walls of the foundation to the lateral response of the footing showed that the predominant contributors were the base shear force and walls normal to the direction of shaking.
本文提出了一种多尺度方法来分析建立在可能容易液化的饱和颗粒土沉积物上的扩展基础系统的地震反应。孔隙流体被理想化为一个连续体,通过使用匀质形式的Navier-Stokes方程来解释固体颗粒的存在。用离散元法在微观尺度上模拟这些粒子。通过产生一组胶合颗粒,基础被理想地设计为方形刚性块。通过计算模拟,研究了饱和地基上伸展基础在地震作用下的响应。对于所考虑的紧密间距基础体系,地基沉降可能小于自由场。与自由场地相比,邻近基础之间的应力重叠可能导致土壤刚度增加,对孔隙压力积聚和体积减小的敏感性降低。地基沉降主要发生在震动过程中,而在自由场中,震动后沉降继续累积。基础剪力和侧墙对基础侧移响应的贡献分析表明,基础剪力和侧墙对基础侧移响应的贡献最大。
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引用次数: 1
AI (ANN, GP, and EPR)-based predictive models of bulk density, linear-volumetric shrinkage & desiccation cracking of HSDA-treated black cotton soil for sustainable subgrade 基于AI(ANN、GP和EPR)的HSDA处理黑棉土可持续路基容重、线性体积收缩和干燥开裂预测模型
IF 1.3 Q3 ENGINEERING, GEOLOGICAL Pub Date : 2022-06-25 DOI: 10.1080/17486025.2022.2090621
K. Onyelowe, F. Aneke, M. Onyia, A. Ebid, Thompson Usungedo
ABSTRACT AI-based bi-input predictive models have been executed to forecast the bulk density, linear and volumetric shrinkages and desiccation cracking of HSDA-treated black cotton soil (BCS) for sustainable subgrade construction purposes. The BCS was characterised and classified as A-7 group soil with high plasticity and poorly graded condition. Sawdust ash was obtained by combusting sawdust and sieving through 2.35 mm aperture sieve. It was further activated by blending it with pre-formulated activator material (a blend of 8 M NaOH solution and NaSiO2 in 1:1 ratio) to derive waste-based HSDA. The HSDA was further used in wt % of 3, 6, 9, and 12 to treat the BCS. The treated samples were compacted in the standard proctor moulds, cured for 24 h and extruded. The desiccation tests were then performed on the prepared specimens by drying them at a temp of 102°C for 30 days and behavioural changes in weight, height, diameter, average crack development, etc., were taken throughout the period. Multiple data sets were collected for the references test, and treated specimens of 3, 6, 9, and 12% wt HSDA of the soil for 30 drying days. XRF and SEM tests were also conducted to determine the pozzolanic strength via the chemical oxide composition, three chemical moduli (TCM) and the microstructural arrangement of the experimental materials and the treated BCS. The XRF tests showed that the experimental materials had less pozzolanic strength, which improved with the treated blends thereby forming stabilised mass of BCS. Also, it showed the silica moduli of the TCM dominated the stabilisation of the soil with waste-based HSDA. SEM tests showed increased formation of ettringite and gels with the addition of the HSDA. The data collected was subjected intelligent models’ prediction using ANN, GP and EPR for the four outcomes; BD, CW, LS and VS of the HSDA-treated BCS. The models’ performance showed that EPR outclassed the other techniques in predicting BD and CW with accuracies of 98.2% and 92.7% and minimal error, while ANN outclassed the other techniques in predicting LS and VS with accuracies of 98.8% and 99.3% and minimal error, respectively.
摘要基于人工智能的双输入预测模型已被用于预测HSDA处理的黑棉土(BCS)的体积密度、线性和体积收缩以及干燥开裂,以实现可持续的路基施工目的。BCS的特征和分类为A-7组土壤,具有高塑性和较差的级配条件。木屑灰是通过燃烧木屑并通过2.35筛分得到的 mm孔径筛。通过将其与预先配制的活化剂材料(8 M NaOH溶液和NaSiO2以1:1的比例)以得到基于废物的HSDA。HSDA进一步以重量%的3、6、9和12用于处理BCS。处理后的样品在标准普氏模具中压实,固化24小时 h并挤出。然后,通过在102°C的温度下干燥30,对制备的样品进行干燥试验 天数和重量、高度、直径、平均裂纹发展等方面的行为变化。为参考试验收集了多个数据集,并对3、6、9和12%wt HSDA的土壤样品进行了30天的干燥处理。还进行了XRF和SEM测试,通过实验材料和处理过的BCS的化学氧化物组成、三种化学模量(TCM)和微观结构排列来确定火山灰强度。XRF测试表明,实验材料的火山灰强度较低,经处理的共混物提高了火山灰强度,从而形成稳定质量的BCS。此外,它还表明TCM的二氧化硅模量主导了基于废物的HSDA对土壤的稳定。SEM测试表明,随着HSDA的加入,钙矾石和凝胶的形成增加。采用人工神经网络、GP和EPR对收集到的数据进行智能模型预测;HSDA处理的BCS的BD、CW、LS和VS。模型的性能表明,EPR在预测BD和CW方面优于其他技术,准确率分别为98.2%和92.7%,误差最小;而ANN在预测LS和VS方面优于其他方法,准确度分别为98.8%和99.3%,误差最小。
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引用次数: 2
Geotechnical properties and microanalyses of marble dust-bentonite as an alternative geomaterial of sand-bentonite mixes 作为砂-膨润土混合物替代材料的大理石粉尘-膨润土的土工性能和微观分析
IF 1.3 Q3 ENGINEERING, GEOLOGICAL Pub Date : 2022-06-05 DOI: 10.1080/17486025.2022.2083696
A. K. Jain, A. Jha, Ayush Kumar, Mohammad Shabib Akhtar
ABSTRACT The present works have been aimed to investigate the potential of marble dust (i.e. a waste material obtained as a by-product from the marble industry) as a replacement of sand to achieve the desired geotechnical properties for its possible use as a geomaterial. Hence, marble dust (MD) is amended with a wide range of Bentonite (B) content (up to 95%) to examine the geotechnical properties [i.e. Atterberg’s limits, free swell indexes, compaction characteristics, California Bearing Ratio (CBR), Unconfined Compressive Strength (UCS), and shear strength]. The efficacy and potential of MD-B mixes are confirmed by validating the geotechnical properties of sand (S)-bentonite (B) mixes. Results revealed that the geotechnical properties of MD-B mixes are observed to be comparable with S-B mixes. However, the amendment of MD and S with 60% B has been observed to be most beneficial in terms of achieving the ultimate CBR, UCS, and shear strength values. Thus, it is concluded that MD can be used as an alternative geomaterial to the sand with bentonite. Further, microanalyses [X-ray Diffraction (XRD), Scanning Electron Microscope (SEM), Energy Dispersive X-ray Spectroscopy (EDAX), Fourier Transform Infrared Spectroscopy (FTIR) and Thermal Analysis (TA)] and physicochemical are performed to elucidate the results.
目前的工作旨在研究大理石粉尘(即作为大理石工业副产品获得的废料)作为沙子替代品的潜力,以实现其作为地质材料可能使用的所需岩土性能。因此,在大理石粉尘(MD)中加入大量的膨润土(B)含量(高达95%),以检测其岩土性能[即阿特伯格极限、自由膨胀指数、压实特性、加州承载比(CBR)、无侧限抗压强度(UCS)和抗剪强度]。通过验证砂(S)-膨润土(B)混合料的岩土力学特性,证实了MD-B混合料的有效性和潜力。结果表明,MD-B混合料的岩土力学性能与S-B混合料相当。然而,在MD和S中添加60%的B被观察到在达到最终CBR、UCS和抗剪强度值方面是最有利的。因此,MD可以作为一种替代膨润土砂的土工材料。此外,通过x射线衍射(XRD)、扫描电镜(SEM)、能量色散x射线光谱(EDAX)、傅里叶变换红外光谱(FTIR)和热分析(TA)等微观分析和物理化学分析来阐明结果。
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引用次数: 0
Three dimensional analyses of geocell reinforced encased stone column supported embankments on lithomargic clay 石质粘土土格室加筋包石柱支撑路堤的三维分析
IF 1.3 Q3 ENGINEERING, GEOLOGICAL Pub Date : 2022-05-27 DOI: 10.1080/17486025.2022.2079154
Vibhoosha M P, A. Bhasi, S. Nayak
ABSTRACT Geocells are a superior form of reinforcement due to their cost-effectiveness and three-dimensional confining properties. However, numerical modeling of geocell is always challenging due to its three-dimensional honeycomb structure. The limitations of the equivalent composite approach (ECA) led to the recent development of full 3D numerical models, which consider geocell-infill material interaction. This paper discusses the time-dependent performance of geocell-reinforced encased stone column-supported embankment considering the actual 3D nature of geocells using the finite element program ABAQUS. Parametric studies were carried out to study the stress transfer mechanism, vertical deformation of the foundation soil, and stress-strain variation inside the geocell pockets. It is found from the analyses that with the provision of a geocell layer on top of Geosynthetic Encased Stone Columns (GESC), the stress concentration ratio improved by 47% at the end of consolidation compared to GESC alone. Also, an 80% reduction in foundation surface settlement is observed with geocell-sand mattresses. The geocell-sand mattress decreased the bulging of the stone columns, and almost 80% of the stone column bulging occurred by the end of the embankment construction. The proposed model’s numerical results show that the equivalent composite approach overestimated the stress concentration ratio and bearing capacity. The tensile stresses are non-uniformly distributed in the geocell pockets, and the maximum tensile force was mobilised at the geocell mid-height. Among the various geocell infill materials analysed, the aggregates were best suited considering the stress concentration ratio and vertical settlement. The numerical results supported the idea that encased stone columns with geocells at the embankment base can perform similarly to a geosynthetic reinforced piled embankment system, which is costlier but very efficient. When the modular ratio is more than 40, geocell-reinforced encased stone column-supported embankment is similar to GRPES.
土工格室由于其成本效益和三维约束特性是一种优越的加固形式。然而,土工格室的三维蜂窝结构使其数值模拟一直具有挑战性。等效复合方法(ECA)的局限性导致了最近考虑土工格室-填充材料相互作用的全三维数值模型的发展。本文利用ABAQUS有限元程序,考虑土工格室的实际三维性质,讨论了土工格室加筋包涵石柱支撑路堤的时变性能。通过参数化研究,研究了土工格室袋内的应力传递机制、地基土的竖向变形和应力-应变变化。分析发现,在土工合成包裹石柱(GESC)顶部设置土工格室层,固结结束时的应力集中比单独设置GESC提高了47%。此外,土工格室-砂垫可减少80%的地基表面沉降。土工格室-砂垫层减少了石柱的胀形,近80%的石柱胀形发生在路堤施工结束时。数值结果表明,等效复合方法高估了应力集中比和承载力。拉伸应力在土工格室口袋中分布不均匀,最大拉伸力在土工格室中部高度调动。在各种土工格室填充材料中,考虑到应力集中比和竖向沉降,骨料是最合适的。数值计算结果支持了这样的观点,即在路基底部装有土工格室的包裹石柱可以实现与土工合成材料加筋桩路基系统相似的性能,这种系统成本更高,但效率很高。当模比大于40时,土工格室加筋包石柱支撑路堤与GRPES相似。
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引用次数: 0
Interaction of diesel oil contaminants with laterite soil and bentonite treated by sawdust -landfill liner 木屑-填埋衬里处理后的红土和膨润土与柴油污染物的相互作用
IF 1.3 Q3 ENGINEERING, GEOLOGICAL Pub Date : 2022-04-29 DOI: 10.1080/17486025.2022.2067595
B. Phanikumar, M. Shankar, M. D
ABSTRACT Landfill liners blended with industrial by-product seems to outperform the conventional liners. This paper presents the influence of sawdust (SD) admixed with bentonite and locally available lateritic soil on consistency limits, free swell index (FSI), compaction characteristics, unconfined compressive strength (UCS), hydraulic conductivity and leachate characteristics. SD content was varied as 10%, 15% and 20%. Diesel oil contaminants (DOC) and deionised water (DIW) were used as the test fluids. From the test results, consistency limits, FSI, maximum dry density, leachate concentration of heavy metals and UCS decreased, whereas optimum moisture content and hydraulic conductivity increased with increasing sawdust content. Furthermore, the energy-dispersive X-ray spectrometer revealed the absence of calcium in the blends which have resulted in poor cementation and decreased the UCS. X-ray diffraction showed that the presence of cellulose in sawdust and montmorillonite in bentonite adsorb the heavy metals in DOC. Based on the test results, 15% Saw dust content in the blends proves to be the optimum in retaining the heavy metal concentrations, improving the geotechnical properties and qualifying as a landfill liner material.
与工业副产品混合的垃圾填埋场衬垫似乎优于传统衬垫。本文研究了木屑(SD)与膨润土和当地可用红土混合对稠度极限、自由膨胀指数(FSI)、压实特性、无侧限抗压强度(UCS)、导电性和渗滤液特性的影响。SD含量分别为10%、15%和20%。柴油污染物(DOC)和去离子水(DIW)作为测试流体。从试验结果来看,随着木屑含量的增加,稠度限值、FSI、最大干密度、渗滤液重金属浓度和UCS均降低,而最佳含水率和水力导电性则增加。此外,能量色散x射线谱仪显示,共混物中缺乏钙,导致胶结不良,降低了UCS。x射线衍射表明,木屑中的纤维素和膨润土中的蒙脱土对DOC中的重金属有吸附作用。试验结果表明,混合料中锯末含量为15%时,在保持重金属浓度、改善土工性能和作为填埋场衬垫材料方面效果最佳。
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引用次数: 0
Effect Geometric Detail on the Outcome of DEM Simulations with Polyhedral Particles 几何细节对多面体粒子DEM模拟结果的影响
IF 1.3 Q3 ENGINEERING, GEOLOGICAL Pub Date : 2022-04-21 DOI: 10.1080/17486025.2022.2065037
S. Zhang, A. Zsaki
ABSTRACT The discrete element method is often used in modelling of a variety of problems in granular materials. The shape and asperities of a particle affects the simulation outcome due to differences in collision behaviour. The differences can be significantly different for polyhedral particles. In this research, 3D scanning of rock fragments at various levels of geometric detail was used to determine the influence asperities and geometric detail. These particles were used in simulating the impact with a solid block and metrics were collected, including the time of initial contact, duration of contact and time of maximum force along with the magnitude of forces and impulse. The computational effort required was measured as well. It was found that the changes in geometry result in alteration of a particle’s extent, volume and surface area, leading to differences in the initial contact time and duration. The decreasing geometric detail yields differences up to 30% on average for a single collision alone. The particle resolution shows a lesser influence on the magnitude of the contact force and impulse. It can be concluded that about a few hundred elements are sufficient in representing a particle when considering the computational costs.
离散元法常用于颗粒材料中各种问题的建模。粒子的形状和凹凸度由于碰撞行为的不同而影响模拟结果。对于多面体粒子,这种差异可能会有很大的不同。在本研究中,采用不同几何细节水平的岩石碎片三维扫描来确定影响颗粒和几何细节。将这些颗粒用于模拟与固体块的碰撞,并收集了指标,包括初始接触时间、接触持续时间和最大力时间以及力和冲量的大小。还测量了所需的计算量。研究发现,几何形状的改变会导致颗粒的大小、体积和表面积的改变,从而导致初始接触时间和持续时间的差异。随着几何细节的减少,单次碰撞产生的差异平均可达30%。颗粒分辨率对接触力和冲量的影响较小。可以得出结论,考虑到计算成本,大约几百个元素足以表示一个粒子。
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Geomechanics and Geoengineering-An International Journal
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