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A laboratory investigation on the potential of computational intelligence approaches to estimate the discharge coefficient of piano key weir 钢琴键堰流量系数计算智能方法潜力的实验室研究
Q3 Engineering Pub Date : 2020-11-01 DOI: 10.22075/JRCE.2018.13233.1241
E. Olyaie, M. Heydari, H. Banejad, K. Chau
The piano key weir (PKW) is a type of nonlinear control structure that can be used to increase unit discharge over linear overflow weir geometries, particularly when the weir footprint area is restricted To predict the outflow passing over a piano key weir, the discharge coefficient in the general equation of weir needs to be known. This paper presents the results of laboratory model testing of a piano key weir located on the straight open channel flume in the hydraulic laboratory of Bu-Ali Sina University. The discharge coefficient of piano key weir is estimated by using four computational intelligence approaches, namely, feed forward back-propagation neural network (FFBPN), an extension of genetic programming namely gene-expression programming (GEP), least square support vector machine (LSSVM) and extreme learning machine (ELM). For this purpose, 70 laboratory test results were used for determining discharge coefficient of piano key weir for a wide range of discharge values. Coefficient of determination (R2), Nash-Sutcliffe efficiency coefficient (NS), root mean square error (RMSE), mean absolute relative error (MARE), scatter index (SI) and BIAS are used for measuring the models’ performance. Overall performance of the models shows that, all the studied models are able to estimate discharge coefficient of piano key weir satisfactorily. Comparison of results showed that the ELM (R2=0.997 and NS= 0.986) and LSSVM (RMSE=0.016 and MARE=0.027) models were able to produce better results than the other models investigated and could be employed successfully in modeling discharge coefficient from the available experimental data.
钢琴键堰(PKW)是一种非线性控制结构,可用于增加线性溢流堰几何形状上的单位流量,特别是当堰足迹面积受到限制时,为了预测通过钢琴键堰的流出物,需要知道其一般方程中的流量系数。本文介绍了在布阿里新浪大学水工实验室对位于直明渠水槽上的钢琴键堰进行室内模型试验的结果。采用前馈反向传播神经网络(FFBPN)、遗传规划的扩展即基因表达规划(GEP)、最小二乘支持向量机(LSSVM)和极限学习机(ELM)四种计算智能方法估计钢琴键堰的流量系数。为此,利用70个实验室试验结果确定了钢琴键堰的放电系数,其放电值范围很广。采用决定系数(R2)、Nash-Sutcliffe效率系数(NS)、均方根误差(RMSE)、平均绝对相对误差(MARE)、散点指数(SI)和BIAS来衡量模型的性能。模型的综合性能表明,所研究的模型都能较好地估计钢琴键堰的流量系数。结果表明,ELM模型(R2=0.997, NS= 0.986)和LSSVM模型(RMSE=0.016, MARE=0.027)能较好地模拟现有实验数据中的流量系数。
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引用次数: 6
Experimentally Investigation of Nano Clay Effects on Leaching and Self-healing Process of Cracked Clayey Soils 纳米粘土对裂隙粘土浸出及自愈过程影响的实验研究
Q3 Engineering Pub Date : 2020-08-20 DOI: 10.22075/JRCE.2020.19676.1377
A. Mazaheri, N. Delfani, M. Komasi, M. Nasiri
Compacted clay layers are known as one of the common low impermeable layers used in geotechnical structures. Due to geotechnical properties, these layers damaged through cracks in their lifespan. This research has attempted to improve the workability by using self-healing features of clays. By conducting numerous experimental tests, it has been shown that, by increasing the plasticity index of clays, the pace of crack healing process will be enhanced. Experiments have shown that percentages of Montmorillonite Nano Clay (MNC) are quite effective and reduce the flow rate in the samples, which is a sign of self-healing of the cracks by an NC additive. On this basis, NC can be perfectly used to repairing cracks in clayey soils. The results of this study show that in the sample with 1 mm crack, about 500 milliliters of water pass through the crack in 60 minutes under no pressuring conditions. While, if the sample contains 2 and 5 percent NC, the amount of water passing through the cracks within 60 minutes, will be 40 and 5 ml, respectively. This dramatic reduction for passing water reflects the positive effect of Nano sized grains on the closure of the created cracks. Therefore, it can be concluded that the self-healing process occurs earlier in smaller cracks, because the NC and soil particles can easily touch each other after swelling. Five percent of MNC can insure the cracks closure at 100% density. I
压实粘土层是岩土结构中常用的低抗渗层之一。由于岩土力学特性,这些层在使用寿命期间会因裂缝而损坏。本研究试图利用粘土的自愈特性来改善其和易性。通过大量的试验试验表明,提高粘土的塑性指数,可以加快裂缝愈合的速度。实验结果表明,蒙脱土纳米粘土(MNC)的添加对裂纹的自愈效果显著,降低了试样的流动速率。在此基础上,NC可以很好地用于粘质土的裂缝修复。本研究结果表明,在无压力条件下,裂缝为1 mm的试样中,60分钟内约有500毫升的水通过裂缝。然而,如果样品含有2%和5%的NC,在60分钟内通过裂缝的水量将分别为40和5毫升。这种通过水的显著减少反映了纳米颗粒对关闭产生的裂缝的积极作用。因此,可以得出结论,在较小的裂缝中,自愈过程发生得更早,因为NC和土颗粒在膨胀后很容易相互接触。5%的MNC可以保证100%密度的裂纹闭合。我
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引用次数: 1
In situ strength assessment of concrete using recycled aggregates by means of small diameter cores. 采用小直径芯的再生骨料混凝土的原位强度评估。
Q3 Engineering Pub Date : 2020-08-01 DOI: 10.22075/JRCE.2020.16540.1310
S. I. Javadein, R. Madandoust, S. M. Mirhosseini
By increasing the demolition of old concrete structures and the interest of civil industries to consume cheaper materials, using Recycled Concrete Aggregate (RCA) can cause environmental protection and decrease the construction costs. On the other hand, the high potential of Recycled Aggregate Concrete (RAC) in concrete industry was established by extensive experimental researches were performed to examine the properties of RAC. Like in conventional concrete, core test cut from RAC can be used to assess the in-place concrete compressive strength and sometimes it becomes an important test for monitoring in-situ properties of concrete to taking up retrofitting/strengthening measures. So the core test is often mentioned in most codes for concrete testing. The layout of this study includes four concrete mixes, two concrete grades (20 and 40 MPa), three core diameters (46, 69, and 100 mm), five length-to-diameter (L/D) ratios (1, 1.25, 1.5, 1.75, and 2), two sizes of maximum coarse recycled aggregates (10 and 20 mm), two directions of core drilling which are vertical and horizontal and three ages of the specimen (14, 28 and 90 days). The core test results were compared to cylindrical and cube specimens. Results imply that the core strength of recycled concrete reduces with the increase in aspect ratio, by decreasing the core diameter, increasing the size of coarse aggregates in recycled concrete. By analyzing the results a comparison was made between recycled concrete in this study and conventional concrete in other studies, as well as code instructions.
通过增加旧混凝土结构的拆除和民用工业对消耗更便宜材料的兴趣,使用再生混凝土骨料(RCA)可以保护环境并降低建筑成本。另一方面,通过对再生骨料混凝土性能的大量试验研究,确立了再生骨料混凝土在混凝土工业中的巨大潜力。与常规混凝土一样,RAC岩心试验可用于评估混凝土的现场抗压强度,有时也成为监测混凝土现场性能以采取改造/加固措施的重要试验手段。因此,核心测试在大多数混凝土测试规范中经常被提及。本研究的布局包括四种混凝土配合比、两种混凝土等级(20和40 MPa)、三种岩心直径(46、69和100 mm)、五种长径比(L/D)(1,1.25、1.5、1.75和2)、两种最大粗再生骨料尺寸(10和20 mm)、两种岩心钻孔方向(垂直和水平)以及三种龄期(14、28和90天)。将岩心试验结果与圆柱形和立方体试件进行了比较。结果表明:随着长径比的增大,再生混凝土芯材强度降低,主要表现为芯材直径的减小,再生混凝土粗集料粒径的增大。通过对研究结果的分析,将本研究的再生混凝土与其他研究的常规混凝土进行了比较,并对规范说明进行了比较。
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引用次数: 0
Performance Evaluation of Dynamic Modulus Predictive Models for Asphalt Mixtures 沥青混合料动态模量预测模型的性能评价
Q3 Engineering Pub Date : 2020-08-01 DOI: 10.22075/JRCE.2020.17391.1324
N. Solatifar
Dynamic modulus characterizes the viscoelastic behavior of asphalt materials and is the most important input parameter for design and rehabilitation of flexible pavements using Mechanistic–Empirical Pavement Design Guide (MEPDG). Laboratory determination of dynamic modulus is very expensive and time consuming. To overcome this challenge, several predictive models were developed to determine dynamic modulus of asphalt mixtures instead of laboratory testing. Present study utilizes a large database of 1320 dynamic modulus test results developed at the University of Maryland to evaluate the performance and accuracy of different dynamic modulus predictive models. For this purpose, six conventional dynamic modulus predictive models including Witczak, Modified Witczak, Hirsch, Al-Khateeb, Global and Simplified Global models were considered and dynamic moduli of asphalt mixtures were determined. These moduli were then compared with those determined from laboratory test results. Performance evaluation of the models showed high prediction accuracy and low prediction bias with good correlation between predicted moduli and measured values for Witczak and Global models.
动态模量表征了沥青材料的粘弹性行为,是使用力学经验路面设计指南(MEPDG)设计和修复柔性路面最重要的输入参数。动态模量的实验室测定既昂贵又费时。为了克服这一挑战,开发了几种预测模型来确定沥青混合料的动态模量,而不是实验室测试。本研究利用马里兰大学开发的1320个动态模量试验结果的大型数据库来评估不同动态模量预测模型的性能和准确性。为此,考虑了Witczak模型、修正Witczak模型、Hirsch模型、Al-Khateeb模型、Global模型和简化Global模型等6种常规动态模量预测模型,确定了沥青混合料的动态模量。然后将这些模量与从实验室测试结果中确定的模量进行比较。模型性能评价表明,Witczak模型和Global模型预测精度高,预测偏差小,预测模量与实测值相关性好。
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引用次数: 2
A Study on the Effects of Waste Rubber Tire Dimensions on Fine-Grained Soil Behavior 废橡胶轮胎尺寸对细粒土特性影响的研究
Q3 Engineering Pub Date : 2020-08-01 DOI: 10.22075/JRCE.2020.17762.1340
S. Ghareh, F. Akhlaghi, K. Yazdani
Mashhad city is located on alluvial deposits where the expanded area of this city, especially the central and eastern areas surrounding Imam Reza holy shrine, are built on weak and fine-grained deposits. Therefore, the soil improvement would be inevitable due to construction of high-rise buildings such as hotels and commercial complexes in these areas, as well as restructuring old buildings. Today, the use of waste rubber tire to stabilize the soil is not only efficient to secure human health and clean the environment but also as an inexpensive additive to improve the behavior of problematic soils. In this research, waste rubber tires in three different dimensions (
马什哈德市位于冲积沉积层上,这座城市的扩展区域,特别是伊玛目礼萨圣地周围的中部和东部地区,都是建立在脆弱和细粒沉积层上的。因此,在这些地区建设酒店、商业综合体等高层建筑,以及对旧建筑进行改造,将不可避免地对土壤进行改良。今天,使用废橡胶轮胎来稳定土壤不仅有效地保障人类健康和清洁环境,而且作为一种廉价的添加剂来改善有问题的土壤的行为。在本研究中,废橡胶轮胎在三个不同的维度(
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引用次数: 4
Evaluation of the Seismic Response of Single-Story RC Frames under Biaxial Earthquake Excitations 双轴地震作用下单层钢筋混凝土框架的地震反应评价
Q3 Engineering Pub Date : 2020-08-01 DOI: 10.22075/JRCE.2020.19727.1379
M. Jalilkhani, M. Babaei, S. Ghasemi
This paper summarizes the lessons learned from a full-scale test on two RC frame prototypes that have recently been tested on LNEC shaking-table using four pairs of biaxial synthetic ground motion records during 15WCEE Conference (2012). The reference structures are two single-story RC frames which are geometrically identical but with different reinforcement details. The simplified inelastic models including ‘one-component’ inelastic elements with lumped plastic hinges at their ends are used to model the reference structures. The displacement demands of the RC frames are determined by using the nonlinear dynamic analyses and then compared with the exact test results for four different seismic hazards (intensities). In the initial pre-test analyses, the modeling parameters and deformation capacities for each RC element are determined using ASCE/SEI 41-13 standard. However in the post-test studies, the experimental equations developed by Panagiotakos and Fardis (2001), Haselton and Deierlein (2008) are used to obtain more accurate structural responses. A detailed comparison is carried out between the analytical results with those given by the tests. The results clearly show that there is fairly good agreement between the analytical and test results. The simplified inelastic modeling techniques are also identified accurate enough in estimating the seismic response of RC buildings under biaxial excitations.
本文总结了在15WCEE会议(2012)期间,最近在LNEC振动台上使用四对双轴合成地面运动记录对两个RC框架原型进行的全尺寸试验的经验教训。参考结构是两个单层钢筋混凝土框架,几何形状相同,但配筋细节不同。采用简化的非弹性模型,包括“单组分”非弹性单元,其末端具有集总塑性铰,用于模拟参考结构。采用非线性动力分析方法确定了框架的位移需求,并与四种不同烈度的试验结果进行了比较。在最初的试验前分析中,每个RC单元的建模参数和变形能力是根据ASCE/SEI 41-13标准确定的。然而,在测试后研究中,为了获得更准确的结构响应,采用了Panagiotakos和Fardis(2001)、Haselton和Deierlein(2008)建立的实验方程。分析结果与试验结果作了详细的比较。结果清楚地表明,分析结果与试验结果有较好的一致性。简化的非弹性建模技术在估计钢筋混凝土建筑在双轴激励下的地震反应方面也具有足够的准确性。
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引用次数: 0
Effect of Deformed and Plain Rebars on the Behavior of Lightly Reinforced Boundary Elements 变形钢筋和普通钢筋对轻加筋边界单元性能的影响
Q3 Engineering Pub Date : 2020-08-01 DOI: 10.22075/JRCE.2020.19767.1381
M. Pourakbar, S. Tariverdilo
Failure modes in recent earthquakes on lightly reinforced shear walls includes rebar fracture and out of plane buckling of its boundary elements. In latest edition of ACI 318 and also latest amendment of NZS 3101-2006 to avoid rebar fracture in boundary elements, the minimum reinforcement ratio for shear walls is increased. This experimental study investigates that rather than increasing reinforcement ratio, is it possible to avoid rebar fracture by use of plain rebars in boundary elements of lightly reinforced shear walls. Experimental program includes specimens with plain and deformed rebars tested under monotonic and cyclic loading. Strain profile of the rebars are evaluated employing correlation between hardness and residual strain. Results indicate that failure of specimens with plain rebars occurs on single crack, however they have more uniform strain profile. On the other hand, in the specimens with plain and deformed rebars, out of plane buckling occurs at same crack width, but at different elongations. It is shown that local strain demand (crack width) has better correlation with out of plane buckling in comparison with average axial strain.
近年来轻配筋剪力墙地震破坏模式主要包括钢筋断裂和边界单元的面外屈曲。在最新版的ACI 318和最新修订的NZS 3101-2006中,为了避免边界单元的钢筋断裂,增加了剪力墙的最小配筋率。本试验研究了在轻配筋剪力墙边界单元中使用素筋是否可以避免钢筋断裂,而不是增加配筋率。试验程序包括普通和变形钢筋试件在单调和循环荷载下的试验。采用硬度与残余应变的相关性来评价钢筋的应变分布。结果表明:普通钢筋试件的破坏发生在单裂纹上,但其应变分布更为均匀;另一方面,在普通钢筋和变形钢筋试件中,在相同的裂缝宽度下发生面外屈曲,但在不同的伸长处。结果表明,与平均轴向应变相比,局部应变需求(裂纹宽度)与面外屈曲具有更好的相关性。
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引用次数: 0
A new method for drawing the capacity spectrum for seismic analysis and structural rehabilitation 一种用于地震分析和结构修复的容量谱绘制新方法
Q3 Engineering Pub Date : 2020-08-01 DOI: 10.22075/JRCE.2020.19106.1360
A. Golafshar, M. Saghafi, Farshid Eshaghi
A review of previous studies shows that there are two general views on how to determine demand in structures through incremental nonlinear static analysis. In the first view, multi-modal methods are used to determine demand in structures. In this view, the applied load pattern is applied to the structure according to the shape of each vibration mode, assuming that the structure deformation follows the shape of the vibration mode, the capacity spectrum is drawn and after determining the target displacement and the corresponding demand for each vibration mode, the final demand is determined by combination of response modes. In the second view, structural analysis is performed as a single run nonlinear static analysis and the effect of different vibration modes is shown in one load pattern. In this method, the load pattern that has somehow the effect of different modes is applied to the structure and the structure is analyzed under this load pattern. In the second view, due to the non-conformity of the structure deformation and the lateral load of a particular vibration mode of the structure, the conventional capacity spectrum method cannot be used. Therefore, the purpose of this paper is to propose a method for drawing the capacity spectrum and determining the target displacement in single run nonlinear static analysis for non-adaptive load patterns. After presenting the equations, 3-storey, 9-storey and 20-storey frames have been selected and the results of the proposed method have been evaluated along with modal pushover and time history analysis for the frames.
回顾以往的研究,关于如何通过增量非线性静力分析来确定结构的需求有两种普遍的观点。在第一种观点中,多模态方法被用来确定结构的需求。该观点是根据各振型的振型将外加荷载模式施加到结构上,假设结构变形遵循振型的振型,绘制能力谱,在确定各振型的目标位移和相应需求后,通过响应模态组合确定最终需求。在第二种观点中,结构分析作为单次非线性静力分析进行,不同振动模式的影响在一个荷载模式下显示。该方法将具有不同模态影响的荷载模式施加到结构上,并在这种荷载模式下对结构进行分析。在第二种观点中,由于结构变形与结构某一振型的侧向荷载不符合,不能采用常规的容量谱法。因此,本文的目的是提出一种在非自适应负荷模式下单次非线性静力分析中绘制容量谱和确定目标位移的方法。在给出方程后,选择了3层、9层和20层框架,并对所提出的方法的结果进行了评估,同时对框架进行了模态推覆和时程分析。
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引用次数: 0
Stabilization of Earth Slope by Waste Tire using Experimental Tests and PIV 废轮胎稳定土坡的试验与PIV研究
Q3 Engineering Pub Date : 2020-08-01 DOI: 10.22075/JRCE.2020.19096.1359
Mirhadi Mirnaghizadeh, M. Hajiazizi, M. Nasiri
ABSTRACT The issue of environmental protection has led researchers to pay serious attention to waste tires. Civil engineers have found that waste tires can increase bearing capacity, earth slope stability, and other useful applications in civil engineering. In this paper, a series of experimental modeling have been performed to investigate the effect of waste tires on increasing the stability of sand slopes. The position and height of the waste tire are investigated to find the most suitable location to use the waste tire. Digital images were taken during the loading on the slope. Particle image velocity (PIV) is used to measure the deformation of the slope during loading. The results show that the reinforced waste tires reduce displacement by 78% and increase the bearing capacity up to 260%. The optimal position of tire pile with reinforcement heights of B, 2B, 3B inside the slope is upslope in terms of bearing capacity and displacements.
环境保护问题引起了人们对废旧轮胎的重视。土木工程师发现废轮胎可以增加承载能力,土坡稳定性,在土木工程中有其他有用的应用。本文通过一系列试验模型研究了废轮胎对砂坡稳定性的增强作用。考察了废轮胎的位置和高度,找到了最适合使用废轮胎的位置。在坡面加载过程中拍摄了数字图像。采用粒子图像速度(PIV)测量加载过程中边坡的变形。结果表明:经加固后的废轮胎减少了78%的位移,提高了260%的承载能力。加固高度分别为B、2B、3B的轮胎桩在边坡内的承载力和位移最优位置为上坡。
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引用次数: 2
Developing a Feature Extraction of Existing Structures Using an Ambient Vibration Test 基于环境振动试验的既有结构特征提取方法研究
Q3 Engineering Pub Date : 2020-08-01 DOI: 10.22075/JRCE.2020.18982.1356
H. Sarmast, H. Kazemi
The paper aims to extract the dynamic properties of existing structures without utilizing the analytical models. The ambient vibration testing could be used on any type of frame such as concrete, steeland masonry to investigate the structural vulnerability.The method could bethe first stage and necessarily forthe retrofit process. To achieve this aim, the ambient vibration testing can also be employed. The experimental data obtained from the methodcan be used to monitor the health, evaluating, and damage detection structures at present. The achieved datacan be comparedin future with the recorded signals at different times.
本文的目的是在不使用解析模型的情况下提取现有结构的动力特性。环境振动测试可用于任何类型的框架,如混凝土、钢和砌体,以研究结构的脆弱性。该方法可能是改造过程的第一阶段,也是必要的。为了达到这一目的,还可以采用环境振动测试。该方法获得的实验数据可用于目前结构的健康监测、评估和损伤检测。所获得的数据可以与不同时刻的记录信号进行比较。
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引用次数: 0
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Journal of Rehabilitation in Civil Engineering
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