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Experimental and numerical study on seismic behavior of high energy-consuming resilient concrete shear walls reinforced by CFRP bars and magnetorheological dampers 用 CFRP 杆件和磁流变阻尼器加固的高耗能弹性混凝土剪力墙抗震行为的实验和数值研究
IF 4.1 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-09-02 DOI: 10.1016/j.istruc.2024.107210
Jun Zhao, Yi Zhao, Fuqiang Shen, Xiaopeng Li, Lu Yin
To achieve the expected seismic properties of high energy consumption and resilience for well used concrete shear walls, the paper presents experimental and numerical study on seismic behavior of concrete shear walls reinforced by carbon fiber-reinforced polymer (CFRP) bars in boundary elements and magnetorheological (MR) dampers. Firstly, a full-scale multi-coil shear valve MR damper was developed and tested under cyclic load to study the effects of current and displacement on the mechanical properties of the MR damper. Then five full-scale cantilever wall specimens reinforced with CFRP bars and MR dampers were tested under reversed cyclic lateral load under different axial load ratios and damping forces. All specimens exhibited significant resilience with little residual drift less than 0.5 %. It was observed that with the increase of axial load ratio, the load-bearing capacity and energy consumption increased, while the ultimate deformation decreased. The load-bearing capacity and energy consumption were improved by increasing the current of the MR damper. Finally, a parallel numerical simulation and parameter analysis were conducted based on a proposed numerical analysis model considering the slippage of CFRP bars. The parameter analysis discussed the effects of the parameters of concrete strength, CFRP bar modulus, steel bar strength, and installation height of MR damper on seismic behavior of the wall.
为了使使用良好的混凝土剪力墙达到预期的高能耗和高弹性的抗震性能,本文对边界元件中的碳纤维增强聚合物(CFRP)杆件和磁流变(MR)阻尼器加固的混凝土剪力墙的抗震行为进行了实验和数值研究。首先,开发了全尺寸多线圈剪力阀磁流变阻尼器,并在循环载荷下进行了测试,以研究电流和位移对磁流变阻尼器力学性能的影响。然后,在不同轴向载荷比和阻尼力的作用下,在反向循环侧向载荷作用下测试了五个用 CFRP 杆件和 MR 阻尼器加固的全尺寸悬臂墙试件。所有试件都表现出明显的回弹性,残余漂移小于 0.5%。试验结果表明,随着轴向荷载比的增加,承载能力和能耗都有所增加,而极限变形却有所减小。通过增加 MR 阻尼器的电流,承载能力和能耗都得到了改善。最后,基于所提出的考虑 CFRP 杆件滑移的数值分析模型,进行了并行数值模拟和参数分析。参数分析讨论了混凝土强度、CFRP 杆件模量、钢筋强度和 MR 阻尼器安装高度等参数对墙体抗震行为的影响。
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引用次数: 0
Investigation on the nonlinear interaction between electro-hydraulic shaking table array and test structure 电动液压振动台阵列与试验结构之间的非线性相互作用研究
IF 4.1 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-09-02 DOI: 10.1016/j.istruc.2024.107189
Juke Wang, Xiaojun Li, Aiwen Liu, Su Chen, Lei Fu, Haoran Liu, Fangfang Li
In the past decades, considerable attention has been paid to the strongly nonlinear control-structure interaction (CSI) between shaking table array and test structure. Although some encouraging progress have been made, developing accurate system model and conducting in-depth analysis are less successful and still require further research. This work establishes an analytical model of two different shaking tables and test structure. Based on the analytical model, an in-depth study is conducted to investigate the CSI effects under different shaking table conditions. The analysis shows the CSI effects on single shaking table, the coupling between shaking tables, the synchronous and tracking control performance of shaking table array, and the measured frequency of test structure. Compared with previous studies which assume two shaking tables are the same, the new findings are that the influence of the CSI on single shaking table decreases, the synchronization performance of shaking table array is extremely degraded, and the measured frequency is smaller than the real frequency of test structure. More importantly, the previous shaking table test results can be corrected based on this study.
在过去的几十年中,人们对振动台阵列与试验结构之间的强非线性控制-结构相互作用(CSI)给予了极大的关注。虽然已经取得了一些令人鼓舞的进展,但建立精确的系统模型和进行深入分析的成功率较低,仍需进一步研究。本研究建立了两种不同振动台和测试结构的分析模型。在分析模型的基础上,对不同振动台条件下的 CSI 效果进行了深入研究。分析显示了 CSI 对单个振动台的影响、振动台之间的耦合、振动台阵列的同步和跟踪控制性能以及测试结构的测量频率。与以往假定两个振动台相同的研究相比,新的发现是 CSI 对单个振动台的影响减小,振动台阵列的同步性能极度降低,测量频率小于测试结构的实际频率。更重要的是,以往的振动台测试结果可以在本研究的基础上得到修正。
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引用次数: 0
Serviceability fragility assessment of non-seismically designed railway viaducts in Turkey under near-field and far-field earthquakes 土耳其非抗震设计铁路高架桥在近场和远场地震下的适用性脆性评估
IF 4.1 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-09-01 DOI: 10.1016/j.istruc.2024.107102
Kadir Ozakgul, Mehmet Fatih Yilmaz, Fatih Yilmaz, Barlas Ozden Caglayan, Iman Hajirasouliha
While many railway viaducts still in use in Turkish railway networks are located on active fault zones that produced historical destructive earthquakes, they are not seismically designed in accordance to current standards. This study aims to provide a better understanding about the serviceability fragility of such systems by conducting detailed probability-based seismic assessments under near-field and far-field earthquakes. To achieve this, firstly, 3D finite element models of a range of selected viaducts in Turkey were generated based on their original design drawings. The developed FE models were validated by comparing the analytical modal frequencies with the results of in-situ dynamic tests involving a series of acceleration measurements. Nonlinear time history analyses were then carried out under 25 near-field and 25 far-field real three-component ground motion recordings to obtain the seismic response of each selected viaduct. Subsequently, probabilistic seismic demand models were defined using linear regression analysis to determine relationships between engineering demand parameters (EDPs) and ground motion intensity measures (IMs). Peak ground acceleration (PGA), peak ground velocity (PGV) and spectral acceleration at 1.0 s (Sa (1.0)) were used as the IM parameter, while the maximum lateral displacement of the bridge spans for different service velocities defined in the Eurocode was considered as the EDP at serviceability damage state. Finally, analytical fragility curves for all the selected railway viaducts were developed considering maximum damage probability for the IM levels. The results, in general, demonstrate the seismic vulnerability of the existing viaducts in Turkey. It is shown that while at low speed limits the viaducts exposed to far-field ground motions were more vulnerable than those under near-field ground motions, at high speed limits the viaducts subjected to near-field ground motions were more vulnerable. Also, it is seen that reinforced concrete and masonry viaducts are generally more vulnerable to earthquakes than the steel viaducts. The outcomes of this study should prove useful for the seismic risk assessment, loss estimation and rehabilitation of the railway transportation networks in future studies.
土耳其铁路网中仍在使用的许多铁路高架桥都位于历史上曾发生过破坏性地震的活动断层带上,但它们的抗震设计并不符合现行标准。本研究旨在通过在近场和远场地震下进行详细的基于概率的地震评估,更好地了解此类系统的适用性脆性。为此,首先根据原始设计图纸生成了土耳其一系列选定高架桥的三维有限元模型。通过将分析模态频率与涉及一系列加速度测量的现场动态测试结果进行比较,对所开发的有限元模型进行了验证。然后,在 25 次近场和 25 次远场真实三分量地面运动记录下进行了非线性时间历程分析,以获得每座选定高架桥的地震响应。随后,利用线性回归分析确定了概率地震需求模型,以确定工程需求参数(EDPs)与地动烈度测量值(IMs)之间的关系。峰值地动加速度(PGA)、峰值地动速度(PGV)和 1.0 秒时的频谱加速度(Sa (1.0))被用作地动烈度参数,而《欧洲规范》中规定的不同使用速度下桥跨的最大横向位移则被视为适用性破坏状态下的工程需求参数。最后,考虑到 IM 水平的最大损坏概率,为所有选定的铁路高架桥绘制了分析脆性曲线。总体而言,研究结果表明了土耳其现有高架桥的抗震脆弱性。结果表明,在低速限情况下,受远场地动影响的高架桥比受近场地动影响的高架桥更脆弱,而在高速限情况下,受近场地动影响的高架桥更脆弱。此外,钢筋混凝土和砖石结构的高架桥一般比钢结构的高架桥更容易受到地震的影响。这项研究的成果将有助于今后铁路交通网络的地震风险评估、损失估计和修复。
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引用次数: 0
A rapid damage assessment framework for regular RC frame structures under external explosions 外部爆炸下常规 RC 框架结构的快速损坏评估框架
IF 4.1 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-09-01 DOI: 10.1016/j.istruc.2024.107104
Ruiran Li, Jun Yu, Xingde Zhou
Local damage of the structural members and even progressive collapse of structures occurred in terrorist or accidental explosions, but there are few unified frameworks of integrating the member damage into the structural damage for rapid assessment against blast loads. To fill this gap, a framework is proposed for engineering practice to rapidly assess damage levels of regular reinforced concrete (RC) frame structures under external explosions, in which the structural damage level is eventually determined with only two inputs: scaled distance and structural redundancy. A regular 5-story RC frame structure subjected to external explosions is adopted as an example to illustrate the proposed framework. Firstly, damage indexes of structural members are formulated under far-field explosions or close-in explosions, and the structural damage index is further derived through the weighted integration of the damage indexes of structural members. Subsequently, the damage modes and collapse processes of the designed RC frame structure are simulated under different explosion scenarios, and the energy-based damage indexes for assessing structures against blast loads are developed and validated. Through numerical results of 23 case studies, the structural damage assessment formula as a function of scaled distance and structural redundancy is derived through regress analysis, and on the other hand, two key threshold values of the energy-based damage indexes are introduced to classify the structural damage levels (minor, moderate and severe levels). Finally, the structural damage index is correlated to the energy-based damage index through curve-fitting to determine the corresponding threshold values of structural damage index as well, and the effectiveness of the damage assessment framework is further validated. The results show that the proposed damage assessment framework can rapidly and accurately assess the damage levels of the regular RC frame structures under external explosions, and the deviation between the predicted damage indexes and the numerical results are 4.11 %–9.52 %.
在恐怖爆炸或意外爆炸中,结构构件的局部损坏甚至结构的逐渐倒塌时有发生,但很少有统一的框架将构件损坏纳入结构损坏中,以快速评估爆炸荷载。为了填补这一空白,本文提出了一个用于工程实践的框架,以快速评估外部爆炸下普通钢筋混凝土(RC)框架结构的损坏程度,其中结构损坏程度最终只需两个输入即可确定:缩放距离和结构冗余度。本文以一个遭受外部爆炸的普通 5 层 RC 框架结构为例,说明所提出的框架。首先,制定结构构件在远场爆炸或近场爆炸下的损伤指数,并通过结构构件损伤指数的加权积分进一步得出结构损伤指数。随后,模拟了所设计的 RC 框架结构在不同爆炸情况下的损坏模式和倒塌过程,并开发和验证了用于评估结构抗爆荷载的基于能量的损坏指数。通过 23 个案例研究的数值结果,一方面通过回归分析得出了结构损伤评估公式与比例距离和结构冗余度的函数关系,另一方面引入了基于能量的损伤指数的两个关键阈值来划分结构损伤等级(轻度、中度和重度)。最后,通过曲线拟合将结构损伤指数与基于能量的损伤指数相关联,确定结构损伤指数的相应阈值,进一步验证损伤评估框架的有效性。结果表明,所提出的损伤评估框架可以快速、准确地评估常规 RC 框架结构在外部爆炸下的损伤程度,预测的损伤指数与数值结果的偏差为 4.11 %-9.52 %。
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引用次数: 0
Assessment of short and long-term pozzolanic activity of natural pozzolans using machine learning approaches 利用机器学习方法评估天然胶凝剂的短期和长期胶凝活性
IF 4.1 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-09-01 DOI: 10.1016/j.istruc.2024.107159
Jitendra Khatti, Berivan Yılmazer Polat
This investigation introduces the optimal performance models for predicting the compressive strength (CS) and pozzolanic activity index (PAI) by comparing the machine learning models. The machine learning models, i.e., multilinear regression (MLR), support vector machine (SVM), gaussian process regression (GPR), decision tree (DT), random forest (RF), and gene expression programming (GEP) have been trained (TRN) and tested (TST) by 28 and 7 data points. For the first time, the SiO, AlO, FeO, SiO +AlO +FeO, reactive SiO, Blaine specific surface area, and specific gravity have been used as input variables to compute the CS, and 28 days PAI (28PAI), and 90 days PAI (90PAI) of the natural pozzolans. The multicollinearity analysis showed the SiO, AlO, FeO, SiO +AlO +FeO, reactive SiO, and specific gravity have problematic multicollinearity (variance inflation factor – VIF > 10). Therefore, the root mean square error (RMSE), mean absolute error (MAE), correlation coefficient (R), performance index (PI), and variance accounted for (VAF) metrics have been implemented to evaluate the model's performance and multicollinearity impact. From the comparison of models, it has been recorded that model GPR outperformed the MLR, SVM, DT, RF, and GEP models in predicting CS (PI = 1.29, VAF = 71.31, R = 0.8473, MAE = 0.9390 MPa), 28PAI (PI = 1.87, VAF = 94.88, R = 0.9744, MAE = 0.7295 %), and 90PAI (PI = 1.72, VAF = 88.11, R = 0.9393, MAE = 1.2444 %) in the TST phase, close to ideal values. The score, generalizability. Wilcoxon test, uncertainty analysis, Anderson-daring test, and accuracy metrics have confirmed the superiority of GPR models in predicting CS, 28PAI, and 90PAI of natural pozzolans.
本研究通过比较机器学习模型,介绍了预测抗压强度(CS)和水胶活性指数(PAI)的最佳性能模型。通过 28 个和 7 个数据点对机器学习模型,即多线性回归(MLR)、支持向量机(SVM)、高斯过程回归(GPR)、决策树(DT)、随机森林(RF)和基因表达编程(GEP)进行了训练(TRN)和测试(TST)。首次将 SiO、AlO、FeO、SiO +AlO +FeO、活性 SiO、Blaine 比表面积和比重作为输入变量,计算了天然毛细管的 CS 值、28 天 PAI(28PAI)和 90 天 PAI(90PAI)。多重共线性分析表明,SiO、AlO、FeO、SiO +AlO +FeO、活性 SiO 和比重存在多重共线性问题(方差膨胀因子 - VIF > 10)。因此,采用均方根误差(RMSE)、平均绝对误差(MAE)、相关系数(R)、性能指数(PI)和方差占比(VAF)指标来评估模型的性能和多重共线性的影响。根据模型比较结果,GPR 模型在预测 CS 方面优于 MLR、SVM、DT、RF 和 GEP 模型(PI = 1.29,VAF = 71.31,R = 0.8473,MAE = 0.9390 MPa)、28PAI(PI = 1.87,VAF = 94.88,R = 0.9744,MAE = 0.7295 %)和 90PAI(PI = 1.72,VAF = 88.11,R = 0.9393,MAE = 1.2444 %),接近理想值。得分,可推广性。Wilcoxon 检验、不确定性分析、Anderson-daring 检验和准确度指标证实了 GPR 模型在预测天然胶结物的 CS、28PAI 和 90PAI 方面的优越性。
{"title":"Assessment of short and long-term pozzolanic activity of natural pozzolans using machine learning approaches","authors":"Jitendra Khatti, Berivan Yılmazer Polat","doi":"10.1016/j.istruc.2024.107159","DOIUrl":"https://doi.org/10.1016/j.istruc.2024.107159","url":null,"abstract":"This investigation introduces the optimal performance models for predicting the compressive strength (CS) and pozzolanic activity index (PAI) by comparing the machine learning models. The machine learning models, i.e., multilinear regression (MLR), support vector machine (SVM), gaussian process regression (GPR), decision tree (DT), random forest (RF), and gene expression programming (GEP) have been trained (TRN) and tested (TST) by 28 and 7 data points. For the first time, the SiO, AlO, FeO, SiO +AlO +FeO, reactive SiO, Blaine specific surface area, and specific gravity have been used as input variables to compute the CS, and 28 days PAI (28PAI), and 90 days PAI (90PAI) of the natural pozzolans. The multicollinearity analysis showed the SiO, AlO, FeO, SiO +AlO +FeO, reactive SiO, and specific gravity have problematic multicollinearity (variance inflation factor – VIF > 10). Therefore, the root mean square error (RMSE), mean absolute error (MAE), correlation coefficient (R), performance index (PI), and variance accounted for (VAF) metrics have been implemented to evaluate the model's performance and multicollinearity impact. From the comparison of models, it has been recorded that model GPR outperformed the MLR, SVM, DT, RF, and GEP models in predicting CS (PI = 1.29, VAF = 71.31, R = 0.8473, MAE = 0.9390 MPa), 28PAI (PI = 1.87, VAF = 94.88, R = 0.9744, MAE = 0.7295 %), and 90PAI (PI = 1.72, VAF = 88.11, R = 0.9393, MAE = 1.2444 %) in the TST phase, close to ideal values. The score, generalizability. Wilcoxon test, uncertainty analysis, Anderson-daring test, and accuracy metrics have confirmed the superiority of GPR models in predicting CS, 28PAI, and 90PAI of natural pozzolans.","PeriodicalId":48642,"journal":{"name":"Structures","volume":null,"pages":null},"PeriodicalIF":4.1,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142222012","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Impact of prototype scale effect on the dynamic responses and damage of steel plates under explosions 原型比例效应对爆炸下钢板动态响应和损坏的影响
IF 4.1 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-09-01 DOI: 10.1016/j.istruc.2024.107206
Lu Gan, Zhouhong Zong, Minghong Li, Haimin Qian, Jin Lin
Scaling model was widely used in engineering to reveal the responses of full-scale prototype model. This study provided insight into the impact of the scale effect on the dynamic response and damage of stiffened and unstiffened steel plates under explosions. A numerical model consider fluid-structure-interaction (FSI) was established using LS-DYNA platform, and the numerical model was verified by the blast test results. Moreover, the scaling factors () equal to 1 (prototype), 1/2, and 1/4, and 1/8, and 1/12 were considered in the study, the scaling effects on the breach size, plastic area, and the deformation shape were analyzed. The results showed that the breach size and plastic area of the scaled model deviated from the ideal results based on the replica law. However, the deformation shapes of scaled-down plates accurately reflected the deformation characteristics of the full prototype plate. The scaling factor significantly influenced the dynamic responses of stiffened and unstiffened steel plates; as the scaling factor () increased, the dimensionless displacement decreased. The results indicated that a smaller led to a larger deviation in response. The influencing factors of the scaling effect were investigated, and it was found that stiffened steel plates were more sensitive to the scaling factor than unstiffened steel plates. By comparing the detonation of cuboid, cylindrical, and spherical explosives blast-loaded onto stiffened steel plates, it was determined that the detonation of cubic explosives caused the most severe scaling effect on stiffened steel plates under blast loads. The study also found that explosive mass and standoff distance influenced the scaling effect of stiffened steel plates under blast loads. Additionally, steel plates in the plastic stage and the critical state between the elastic and plastic stages were particularly sensitive to the scaling effect. Due to the strain rate effect, which can lead to a deviation from the ideal scale law, different steel materials exhibit varying scale sensitivities. Comparing stiffened plates made from Q235, Q345, DH36, and L907A, the order of sensitivity to the scaling factor was: Q235 > Q345 ≈ DH36 > L907A.
工程中广泛使用比例模型来揭示全尺寸原型模型的响应。本研究深入探讨了比例效应对加劲钢板和非加劲钢板在爆炸下的动态响应和破坏的影响。利用 LS-DYNA 平台建立了考虑流固耦合(FSI)的数值模型,并通过爆炸试验结果对数值模型进行了验证。此外,研究还考虑了等于 1(原型)、1/2、1/4、1/8 和 1/12 的缩放因子(),分析了缩放因子对破口尺寸、塑性面积和变形形状的影响。结果表明,缩放模型的破口尺寸和塑性面积偏离了基于复制定律的理想结果。然而,缩小模型的变形形状准确地反映了完整原型板的变形特征。缩放因子对加劲钢板和非加劲钢板的动态响应影响很大;随着缩放因子()的增加,无量纲位移减小。结果表明,缩放因子越小,响应偏差越大。研究了缩放效应的影响因素,发现加劲钢板比非加劲钢板对缩放因子更敏感。通过比较在加硬钢板上爆破装载的立方体、圆柱形和球形炸药的起爆情况,确定在爆破载荷下,立方体炸药的起爆对加硬钢板造成的缩放效应最为严重。研究还发现,在爆炸荷载作用下,炸药质量和间距会影响加劲钢板的缩放效应。此外,处于塑性阶段以及介于弹性和塑性阶段之间临界状态的钢板对缩放效应特别敏感。由于应变率效应会导致理想比例定律出现偏差,不同的钢材料表现出不同的比例敏感性。比较由 Q235、Q345、DH36 和 L907A 制成的加劲板,对缩放因子的敏感性顺序为Q235 > Q345 ≈ DH36 > L907A。
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引用次数: 0
Medium and short-term effective prestress losses considering multiple factors: Laboratory and on-site beam experiments 考虑多种因素的中期和短期有效预应力损失:实验室和现场横梁实验
IF 4.1 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-09-01 DOI: 10.1016/j.istruc.2024.107166
Faxiang Xie, Tianliang Chang, Chuanlong Zhang, Feng Zhang, Geni Kuang, Yun Zhang
The coupling between the creep and shrinkage of concrete, tendon relaxation, and temperature variations makes it difficult to determine the influence of each individual factor on prestress loss. This study investigates the influence of these multiple factors on the medium and short-term prestress of beam bridges, crucial for their durability and safety. Initially, laboratory experiments were conducted on six model beams to analyze medium and short-term prestress variations. Using a pre-designed scheme, the study isolated and quantified the impacts on effective prestress, with losses calculated through superposition. The findings were compared with existing models, leading to the proposal of a refined model for multiple factors affecting prestress. Then the prestress loss experiments on ten full-sized beams, with thirty-five strands, were calibrated based on the proposed model by regression analysis. Based on the modified model of prestress loss, the mentioned influencing factors would be calculated separately, which agree with the measured data from laboratory and in-situ experiments. In the end, the study concludes that creep has the greatest impact on prestress loss, with other factors contributing to varying degrees. Through full-scale tests, parameters for the prestress loss model were verified. The proposed model in this study effectively describes prestress loss within the tested timeframe. The study further concludes that there existed a time lag in prestress tendons and ambient temperature in both laboratory model beams and in-situ full-scale beams. For practical applications in lift-off tests of effective prestress, the appropriate testing time after tensioning to yield relatively stable results is recommended.
混凝土的徐变和收缩、筋的松弛以及温度变化之间的耦合作用使得很难确定每个单独因素对预应力损失的影响。本研究探讨了这些多重因素对梁桥中期和短期预应力的影响,这对梁桥的耐久性和安全性至关重要。首先,在六座模型梁上进行了实验室实验,以分析中期和短期预应力变化。研究采用预先设计的方案,隔离并量化了对有效预应力的影响,并通过叠加计算了损失。研究结果与现有模型进行了比较,从而为影响预应力的多种因素提出了一个完善的模型。然后,根据提出的模型,通过回归分析,对十根全尺寸梁(有 35 根钢绞线)进行了预应力损失实验校准。根据修改后的预应力损失模型,可分别计算出上述影响因素,这与实验室和现场实验的测量数据相吻合。最后,研究得出结论,蠕变对预应力损失的影响最大,其他因素也有不同程度的影响。通过全尺寸试验,验证了预应力损失模型的参数。本研究提出的模型有效地描述了测试时间范围内的预应力损失。研究进一步得出结论,在实验室模型梁和现场全尺寸梁中,预应力筋和环境温度都存在时滞。建议在实际应用中进行有效预应力的提升试验时,在张拉后选择适当的试验时间,以获得相对稳定的结果。
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引用次数: 0
Corrosion protection performance of stretched graphene-modified cold-sprayed zinc coating for steel rebar 用于钢筋的拉伸石墨烯改性冷喷锌涂层的防腐蚀性能
IF 4.1 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-08-31 DOI: 10.1016/j.istruc.2024.107173
Peng Li, Liang Fan, Wei Shen, Fei Wang
The cold-sprayed zinc technology exhibits unique advantages in the field of metal corrosion prevention due to its environmental friendliness and convenient construction. However, compared to hot-dip galvanizing, there is still a necessity to improve its corrosion resistance. Graphene as a filler material, effectively strengthens the anticorrosive properties of the coating. Nevertheless, the resistance of graphene-modified cold-sprayed zinc coating to chloride ion induced metal corrosion remains unknown. In this study, cold-sprayed zinc coating and graphene-modified zinc coating were employed to steel rebar that was subjected to different levels of tensile stress. The passivation and de-passivation process of the stretched zinc-coated rebar in the simulated concrete pore solution were investigated with electrochemical tests and microscopic analyses. The research findings reveal that compared with ordinary cold-sprayed zinc coating, graphene-modified coating can significantly improve the coating resistance and reduce the corrosion rate of rebar under different levels of tensile stress attributed to the high surface area of graphene. However, due to the discontinuity between zinc powders induced by graphene, a complete passivation film cannot form on the surface of graphene-modified zinc coating, which resulted in a lower resistance against chloride ion induced de-passivation. This study indicates that graphene-modified cold-sprayed zinc-coating is not fit for marine environment.
冷喷锌技术因其环保性和施工便捷性,在金属防腐领域具有独特的优势。然而,与热浸镀锌相比,其防腐性能仍有待提高。石墨烯作为填充材料,能有效增强涂层的防腐性能。然而,石墨烯改性冷喷锌镀层对氯离子诱导的金属腐蚀的耐受性仍然未知。本研究采用冷喷锌涂层和石墨烯改性锌涂层对钢筋施加不同程度的拉伸应力。通过电化学测试和显微分析,研究了拉伸锌涂层钢筋在模拟混凝土孔隙溶液中的钝化和去钝化过程。研究结果表明,与普通冷喷锌镀层相比,石墨烯改性镀层在不同拉伸应力水平下都能显著提高镀层的耐腐蚀性并降低钢筋的腐蚀速率,这归功于石墨烯的高比表面积。然而,由于石墨烯导致锌粉之间的不连续性,石墨烯改性锌涂层表面无法形成完整的钝化膜,导致其抗氯离子诱导的去钝化能力较低。这项研究表明,石墨烯改性冷喷锌涂层不适合海洋环境。
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引用次数: 0
Prediction model of maximum stress for concrete pipes based on XGBoost-PSO algorithm 基于 XGBoost-PSO 算法的混凝土管道最大应力预测模型
IF 4.1 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-08-31 DOI: 10.1016/j.istruc.2024.107205
Bin Li, Xiangyang Wang, Danyang Di, Wei Yu, Hongyuan Fang, Xueming Du, Niannian Wang, Tilang Zhang, Kejie Zhai
Due to varying burial conditions and service environments, concrete pipes exhibit complex mechanical behavior. Existing theoretical, simulation, and test methods for determining the maximum stress of pipes have significant limitations, including excessive assumptions, low efficiency, and restricted applicable conditions. Therefore, there is an urgent need to propose a multi-factor associated method for pipe stress prediction. This paper proposed an innovative approach to finely simulate the mechanics response for concrete pipes under the coupling action of stress-seepage-fluid fields. The accuracy of this numerical simulation method was validated through full-scale test. Sensitivity analysis based on Morris sensitivity analysis theory was conducted on traffic load magnitude and speed, buried depth, groundwater table, fluid height and velocity, bedding strength, backfill strength, and pipe diameter. A dataset of “physical variables - maximum stress” for concrete pipes was established. A multi-factor-correlated prediction model of maximum stress for concrete pipe was proposed using XGBoost machine learning method optimized by Particle Swarm Optimization (PSO) algorithm. The results indicate that pipe diameter is highly sensitive; buried depth and traffic load magnitude are sensitive; groundwater table, bedding strength, and backfill strength are moderately sensitive; while fluid height, traffic speed, and flow velocity are insensitive. The XGBoost-PSO model demonstrates the highest accuracy and lowest error compared to BP, RF, and XGBoost models, with improvements in prediction accuracy of 59.6 %, 23.8 %, and 8.6 %, respectively. The model achieves RMSE of 0.118 and MAE of 0.213, demonstrating the suitability of the XGBoost-PSO model for predicting maximum stress for concrete pipes.
由于埋设条件和使用环境的不同,混凝土管道表现出复杂的力学行为。用于确定管道最大应力的现有理论、模拟和测试方法存在很大的局限性,包括假设过多、效率较低和适用条件受限。因此,迫切需要提出一种多因素关联的管道应力预测方法。本文提出了一种创新方法,用于精细模拟混凝土管道在应力场-渗流场-流体场耦合作用下的力学响应。通过全尺寸试验验证了该数值模拟方法的准确性。基于莫里斯敏感性分析理论,对交通荷载大小和速度、埋深、地下水位、流体高度和速度、垫层强度、回填强度和管道直径进行了敏感性分析。建立了混凝土管道的 "物理变量-最大应力 "数据集。采用 XGBoost 机器学习方法,并通过粒子群优化(PSO)算法进行优化,提出了混凝土管道最大应力的多因素相关预测模型。结果表明,管道直径高度敏感;埋深和交通荷载大小敏感;地下水位、垫层强度和回填强度中度敏感;而流体高度、交通速度和流速不敏感。与 BP、RF 和 XGBoost 模型相比,XGBoost-PSO 模型精度最高、误差最小,预测精度分别提高了 59.6%、23.8% 和 8.6%。该模型的 RMSE 为 0.118,MAE 为 0.213,表明 XGBoost-PSO 模型适用于预测混凝土管道的最大应力。
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引用次数: 0
Production of rubberized concrete utilizing reclaimed asphalt pavement aggregates and recycled tire steel fibers 利用再生沥青路面集料和再生轮胎钢纤维生产橡胶混凝土
IF 4.1 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-08-31 DOI: 10.1016/j.istruc.2024.107174
Abdulaziz Alsaif, Abdulrahman Albidah
The integration of waste tire elements into concrete, specifically granular rubber and discrete steel fibers, signifies a substantial advance in the pursuit of sustainable alternatives for rigid concrete pavements. This incorporation not only improves the ductility of rigid concrete pavements, but also augments their energy absorption capabilities. Similarly, replacing natural aggregates in concrete with reclaimed asphalt pavement (RAP) aggregates makes a large contribution to the reduction of negative environmental impacts, while conserving natural resources from depletion. This investigation explores the potential application of recycled rubber particles from waste tires (WTRR) and RAP aggregates as partial substitutes for natural fine aggregates, and evaluates their impact on the performance of rigid concrete pavements. Eight mixes were cast, each with two variables: (i) fine aggregate type (fine rubber (FRu) aggregates, fine asphalt (FAs) aggregates, and combinations of both types of aggregate) replacing 50 % of the natural fine aggregate; and (ii) waste tire recycled steel fibers (WTRSF) content (0 and 40 kg/m). The axial compressive stress–strain, flexural load–deflection, and direct shear strength behaviors, together with the dry unit weight and volume of permeable voids for all concrete mixes were investigated and compared. The results show that, although the flexural and shear strengths decrease with the inclusion of FRu and/or FAs, the use of WTRSF noticeably mitigates the losses in strength that arise from the use of WTRR and/or RAP aggregates alone. The inclusion of WTRSF enhances the strain capacity of the concrete and allows the development of adequate post-peak energy absorption capacity in flexural and shear loading. Additionally, the dry unit weight of the proposed composites decreased by as much as 8 %, and their volume of permeable voids lies within the limits of high-durability concrete mixes (9–12 %). Hence, the proposed sustainable concrete composites are promising composites for rigid concrete pavement construction.
将废轮胎成分(特别是颗粒橡胶和离散钢纤维)融入混凝土中,标志着在为硬质混凝土路面寻求可持续替代品方面取得了重大进展。这种融入不仅提高了硬质混凝土路面的延展性,还增强了其能量吸收能力。同样,用再生沥青路面(RAP)骨料替代混凝土中的天然骨料,可大大减少对环境的负面影响,同时保护自然资源免于枯竭。本研究探讨了从废轮胎中提取的再生橡胶颗粒(WTRR)和再生沥青路面集料作为天然细集料部分替代品的应用潜力,并评估了它们对刚性混凝土路面性能的影响。共浇筑了八种混合料,每种混合料都有两个变量:(i) 细集料类型(细橡胶(FRu)集料、细沥青(FAs)集料以及两种集料的组合),取代天然细集料的 50%;(ii) 废轮胎再生钢纤维(WTRSF)含量(0 和 40 千克/米)。对所有混凝土拌合物的轴向压应力-应变、挠曲荷载-挠度和直接剪切强度行为,以及干单位重量和渗透空隙体积进行了研究和比较。结果表明,虽然挠曲强度和剪切强度会随着 FRu 和/或 FA 的加入而降低,但 WTRSF 的使用明显减轻了单独使用 WTRR 和/或 RAP 骨料造成的强度损失。WTRSF 的加入增强了混凝土的应变能力,使其在抗弯和抗剪荷载下具有足够的峰值后能量吸收能力。此外,拟议复合材料的干单位重量降低了 8%,其渗透空隙体积在高耐久性混凝土拌合物的范围内(9-12%)。因此,所提出的可持续混凝土复合材料在刚性混凝土路面施工中大有可为。
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引用次数: 0
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