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Machine learning enhanced modeling of steel‐concrete bond strength under elevated temperature exposure 高温暴露下钢-混凝土粘接强度的机器学习增强建模
IF 3.2 3区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-07-10 DOI: 10.1002/suco.202400334
Iraq Ahmad Reshi, Asif H. Shah, Abrak Jan, Zainab Tariq, Sahil Sholla, Sami Rashid, Mohammad Umer Wani
This study uses machine learning techniques to investigate the bond strength between steel and concrete under various elevated temperature scenarios. Five distinct machine learning algorithms, including Random Forest (RF), XGBoost, AdaBoost, Decision Tree, Linear Regression, and hyperparameteric optimisations, were used to predict changes in bond strength. The models underwent rigorous optimisation using GridSearchCV to achieve optimal performance. In this study, we evaluated several metrics such as Mean Squared Error, Root Mean Squared Error, Mean Absolute Error, and coefficient of determination (R2) Score to compare and assess the models' prediction capabilities. After optimisation, results indicate that the RF model exhibited exceptional performance in estimating bond strength across different temperature conditions, demonstrating minimal errors and a high R2 Score. Visual comparisons of actual and predicted values further confirmed the efficacy of the RF model in capturing complex fluctuations in bond strength. The findings of this study underscore the potential of machine learning models, particularly the optimized RF method, in accurately predicting bond strength under varying thermal conditions, with promising implications for engineering and construction practices.
本研究采用机器学习技术来研究各种高温情况下钢筋与混凝土之间的粘结强度。五种不同的机器学习算法,包括随机森林 (RF)、XGBoost、AdaBoost、决策树、线性回归和超参数优化,被用于预测粘接强度的变化。这些模型都使用 GridSearchCV 进行了严格的优化,以达到最佳性能。在这项研究中,我们评估了平均平方误差、均方根误差、平均绝对误差和判定系数 (R2) 分数等几个指标,以比较和评估模型的预测能力。优化后的结果表明,射频模型在估算不同温度条件下的粘接强度时表现出卓越的性能,误差极小,R2 分数很高。实际值和预测值的直观比较进一步证实了 RF 模型在捕捉粘接强度复杂波动方面的功效。这项研究的结果凸显了机器学习模型,特别是优化的 RF 方法在准确预测不同温度条件下的粘接强度方面的潜力,对工程和建筑实践具有重要意义。
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引用次数: 0
Axial compressive performance of RC columns strengthened with prestressed CFRP fabric and UHPC jacket with spiral stirrups 采用预应力 CFRP 织物和带螺旋箍筋的超高性能混凝土护套加固的钢筋混凝土柱的轴向抗压性能
IF 3.2 3区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-07-10 DOI: 10.1002/suco.202400072
Qiang Wang, Xu‐hua Liang, Xin Liu, Shi‐ping Guo, Chun‐ling Lu
To address the issue of easy shearing damage of Carbon Fiber Reinforced Polymer (CFRP) in enhancing the axial compressive performance of CFRP and Ultra‐High‐Performance Concrete (UHPC) strengthened concrete columns, two methods, prestressed CFRP and UHPC with spiral stirrups, were employed for composite strengthening of reinforced concrete (RC) columns. A total of one unstrengthened column and eight strengthened columns were designed and fabricated to validate the effectiveness of the proposed methods. The axial compressive performance and bearing capacity of each specimen were analyzed by considering parameters such as single or composite strengthening method, presence of spiral stirrups in UHPC, and application of pre‐stressed CFRP. The results show that, compared with any single strengthened specimen, the ultimate bearing capacity of the composite strengthened specimen is greater than the sum of the corresponding single strengthened specimens, and the bearing capacity of the prestressed CFRP with spiral stirrup UHPC composite strengthened specimen is the most significant, reaching 235.63%. By incorporating spiral stirrups in the UHPC jacket, the phenomenon of uneven fragmentation during the failure of the strengthened column is improved. This helps prevent premature shearing damage of CFRP and enhances the fracture strain and effective utilization of CFRP. Additionally, prestressed CFRP effectively restrains the lateral deformation and crack development of the core concrete in the UHPC jacket, fully utilizing the high compressive strength of UHPC. This further enhances the ultimate bearing capacity and ductility of the specimens. Based on the experimental phenomena and strain of each material, the failure mechanism of prestressed CFRP‐spiral reinforced UHPC composite‐strengthened columns is proposed. Finally, a unified bearing capacity calculation formula for single and composite strengthened columns is established, based on the theory of confined concrete strength and the assumption of strength increment superposition. The formula is validated with experimental results from relevant literature, showing small errors in the calculated results and indicating good applicability of the formula.
为了解决碳纤维增强聚合物(CFRP)在增强碳纤维增强聚合物和超高性能混凝土(UHPC)加固混凝土柱的轴向抗压性能过程中易受剪切破坏的问题,我们采用了预应力碳纤维增强聚合物和带螺旋箍筋的超高性能混凝土两种方法对钢筋混凝土(RC)柱进行复合加固。共设计和制造了一根未加固柱和八根加固柱,以验证拟议方法的有效性。通过考虑单一或复合加固方法、UHPC 中螺旋箍筋的存在以及预应力 CFRP 的应用等参数,分析了每个试样的轴向抗压性能和承载能力。结果表明,与任何单一加固试样相比,复合加固试样的极限承载力均大于相应单一加固试样的总和,其中预应力 CFRP 与螺旋箍筋 UHPC 复合加固试样的承载力最为显著,达到 235.63%。通过在 UHPC 护套中加入螺旋箍筋,加固柱在破坏过程中的不均匀破碎现象得到了改善。这有助于防止 CFRP 的过早剪切破坏,提高 CFRP 的断裂应变和有效利用率。此外,预应力 CFRP 还能有效抑制 UHPC 护套中核心混凝土的横向变形和裂缝发展,充分利用 UHPC 的高抗压强度。这进一步提高了试件的极限承载能力和延展性。根据各种材料的实验现象和应变,提出了预应力 CFRP 螺旋增强 UHPC 复合材料加固柱的破坏机理。最后,基于约束混凝土强度理论和强度增量叠加假设,建立了单一加固柱和复合加固柱的统一承载力计算公式。该公式与相关文献中的实验结果进行了验证,结果显示计算结果误差较小,表明该公式具有良好的适用性。
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引用次数: 0
Simplified modified tension chord model: An alternative crack width calculation model to Eurocode 2 and fib model codes 简化的改良拉弦模型:欧洲规范 2 和纤维模型规范的另一种裂缝宽度计算模型
IF 3.2 3区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-07-10 DOI: 10.1002/suco.202400329
Otto Terjesen, Terje Kanstad, Reignard Tan
This paper proposes a new design code formulation for calculating crack widths for regular and more special reinforced concrete (RC) members. The more comprehensive Modified Tension Chord Model (MTCM) has been simplified (SMTCM) to facilitate an alternative method for calculating crack widths to Eurocode 2 and fib Model Codes. The model is based on mechanical principles without empirical modifications and is benchmarked against a previously published experimental crack width database. The SMTCM predicts crack widths quite as accurately as the MTCM and provides a broader range of applicability, such as for large covers and RC ties having arbitrary rebar configurations and thus a better crack width model than the current design codes for RC ties. In addition, there are no openings for ambiguous interpretations of the calculations, which can increase the risk of obtaining two different crack widths from two different designers. To further justify the SMTCM code formulation and concept, several RC ties with experimental crack width profiles were used and discussed. The results show a considerable difference between the crack width profile at the surface and at the reinforcement location, depending on the concrete cover and rebar size. These observations are interesting regarding durability design and requirements and show that the approach using a maximum design crack width at a specific surface as a decisive parameter should be further investigated, especially for large concrete covers.
本文提出了一种新的设计规范公式,用于计算普通和更特殊的钢筋混凝土 (RC) 构件的裂缝宽度。更为全面的修正张弦模型(MTCM)已被简化(SMTCM),以便为计算欧洲规范 2 和纤维模型规范的裂缝宽度提供一种替代方法。该模型以机械原理为基础,未作经验性修改,并以先前公布的实验裂缝宽度数据库为基准。SMTCM 预测裂缝宽度的准确度与 MTCM 相当,而且适用范围更广,例如适用于大型盖板和具有任意钢筋配置的 RC 拉杆,因此是比当前 RC 拉杆设计规范更好的裂缝宽度模型。此外,不会出现对计算结果解释不清的情况,这可能会增加从两个不同设计者处获得两种不同裂缝宽度的风险。为了进一步证明 SMTCM 代码的制定和概念,我们使用并讨论了几条具有实验裂缝宽度剖面的 RC 拉杆。结果表明,根据混凝土覆盖层和钢筋尺寸的不同,表面和钢筋位置的裂缝宽度剖面存在很大差异。这些观察结果对耐久性设计和要求很有意义,并表明应进一步研究将特定表面的最大设计裂缝宽度作为决定性参数的方法,特别是对于大面积混凝土覆盖层。
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引用次数: 0
Anchorage and lap capacity of plain surface and square twisted bars in existing R.C. Structures: A comprehensive approach 现有 R.C. 结构中普通表面和方形扭曲钢筋的锚固和搭接能力:综合方法
IF 3.2 3区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-07-09 DOI: 10.1002/suco.202400081
John Cairns, Lisa R. Feldman, Fabrizio Palmisano
Although plain round or square section reinforcement is no longer used in new construction, there are many older structures still in service built with such bars. In recognition of the need for guidance on the assessment of load‐carrying capacity of structures reinforced with such bars, design codes are now introducing or re‐introducing provisions to assess the capacity of laps and anchorages of such reinforcement. The authors have contributed to the introduction of design rules in the fib Model Code 2020. This paper describes the derivation of these provisions. Starting from the form of expression proposed earlier by the authors, the data from which these proposals are derived is specified and modifications in interpretation preparatory to a statistical analysis are outlined. A rigorous multivariate statistical procedure is then employed firstly to determine a mean strength expression for the capacity of anchorages and laps which is then validated against test data. Further statistical analysis is subsequently used to determine a design expression using the approach outlined in EN 1990, taking appropriate account scatter in test data. Finally, some comparisons are presented between the assessment expressions proposed and design provisions that were in place when these types of bars were in common use. Areas where earlier design provisions may be non‐conservative are identified.
尽管普通圆形或方形截面钢筋已不再用于新建筑中,但仍有许多使用此类钢筋的旧建筑在使用中。考虑到需要对使用此类钢筋加固的结构的承载能力评估提供指导,设计规范目前正在引入或重新引入有关条款,以评估此类钢筋的搭接和锚固的承载能力。作者为在《2020 纤维示范规范》中引入设计规则做出了贡献。本文介绍了这些规定的推导过程。从作者早先提出的表达形式开始,具体说明了这些建议所依据的数据,并概述了为统计分析做准备的解释修改。然后采用严格的多元统计程序,首先确定锚固件和搭接件承载力的平均强度表达式,然后根据测试数据对其进行验证。随后,使用 EN 1990 中概述的方法进行进一步的统计分析,以确定设计表达式,同时适当考虑测试数据的分散性。最后,对提出的评估表达式与这些类型的钢筋普遍使用时的设计规定进行了比较。确定了早期设计规定可能不严谨的地方。
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引用次数: 0
ANN‐based analysis of the effect of SCM on recycled aggregate concrete 基于 ANN 的单层混凝土对再生骨料混凝土影响的分析
IF 3.2 3区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-07-08 DOI: 10.1002/suco.202400024
Carlos H. Mosquera, Melissa P. Acosta, William A. Rodríguez, Diego A. Mejía‐España, Jonhatan R. Torres, Daniela M. Martinez, Joaquín Abellán‐García
Rising environmental awareness has prompted in‐depth studies on how the concrete industry affects the environment. Using recycled concrete aggregates (RCAs) and supplementary cementitious materials (SCMs) in concrete manufacturing provides advantages for sustainability. However, the broader chemical composition of SCMs and the inferior qualities of RCAs compared with natural aggregates (NAs) often lead to a decrease in concrete mechanical strength. The difficulty lies in foreseeing how the inclusion of SCMs and RCAs will affect the concrete compressive strength. The artificial neural network (ANN) approach presented herein can precisely forecast the recycled aggregate concrete (RAC) compressive strength, even when incorporates SCMs. The analysis employing the connection weight approach (CWA) determines how input variables influence compressive strength. Results indicate silica fume contributes most to compressive strength, followed by cement content, silica modulus, fine natural aggregate dosage, and coarse natural aggregate. Additionally, the amount of water utilized, the water/cement ratio, and the presence of RCA are all detrimental to compressive strength. The adverse effect of the cementitious materials' alumina modulus can be attributed to increased water demand during their reaction. Performance metrics of the final ANN model on the testing data subset include R2 = 0.94, and RMSE = 3.11, utilizing 834 data observations after outlier treatment for training and validation purposes. In summary, the ANN‐based approach demonstrates its efficacy in predicting concrete compressive strength when incorporating SCMs and RCAs, shedding light on the influential factors in concrete performance.
环保意识的提高促使人们深入研究混凝土行业如何影响环境。在混凝土生产中使用再生混凝土骨料(RCA)和胶凝补充材料(SCM)具有可持续发展的优势。然而,与天然骨料(NA)相比,SCM 的化学成分较广,而 RCA 的质量较差,这往往会导致混凝土机械强度下降。难点在于如何预测 SCM 和 RCA 的加入对混凝土抗压强度的影响。本文介绍的人工神经网络(ANN)方法可以精确预测再生骨料混凝土(RAC)的抗压强度,即使在加入 SCM 时也是如此。采用连接权重法 (CWA) 进行的分析确定了输入变量对抗压强度的影响。结果表明,硅灰对抗压强度的影响最大,其次是水泥含量、硅模量、细天然骨料用量和粗天然骨料。此外,用水量、水灰比和 RCA 的存在都会对抗压强度产生不利影响。胶凝材料氧化铝模量的不利影响可归因于其反应过程中需水量的增加。测试数据子集上的最终 ANN 模型的性能指标包括 R2 = 0.94 和 RMSE = 3.11,利用离群点处理后的 834 个数据观测值进行训练和验证。总之,在加入 SCM 和 RCA 时,基于 ANN 的方法证明了其在预测混凝土抗压强度方面的有效性,并揭示了混凝土性能的影响因素。
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引用次数: 0
Numerical study of low‐rise composite steel frame responses to blast loading using direct simulation method 采用直接模拟法对低层复合钢框架对爆炸荷载的响应进行数值研究
IF 3.2 3区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-07-08 DOI: 10.1002/suco.202400363
Tarek Sharaf, Sara Ismail, Mohamed Elghandour, Ahmed Turk
This paper investigated the blast behavior of a low‐rise composite steel structure of three stories subjected to internal and external explosions for the same explosive charge of 250 kg TNT. A comparison of three various blast scenarios is aimed at better understanding how blast waves propagate in confined risk zones and their damage effects on far and exposed elements to an explosive charge. Evaluation of the damage level and the overall response of the proposed numerical model is done by estimating the adequacy of structural members subjected to blast loading using general limits in attempting to check the structure's strength and regularity. The analysis was based on load combinations and damage criteria according to the Unified Facilities Criteria which are general design approaches suitable for civil design applications in forecasting blast loads and structural system responses. The overall behavior of this structure was simulated based on a dynamic analysis by the direct simulation approach, which was chosen for modeling blast loads using the Friedlander blast load equation, and the simpler, less expensive, more accurate, and realistic A.T.‐BLAST model to deduce the simplified blast‐wave overpressure profile. The material nonlinearity at a high strain rate using the Johnson‐Cook strength and concrete plasticity damage model is studied dynamically using ABAQUS finite element code to simulate the explicit dynamic nonlinear analysis. The overall response of the proposed numerical model was evaluated by estimating the adequacy of structural members, considering the blast load as the initial cause of failure, such as axial plastic strain, internal forces limits, maximum deformation, support rotation, demand‐capacity‐ratio (DCRshear/moment), drift index and material damage model. The position of the explosive charge played an important role in determining the rate at which the structural element begins to plastic strains, displacements, moments, or rotations beyond the limits, and then key elements should be considered in structural design against progressive collapse. Results showed that steel members exhibit early indicators of failure, such as buckling necking, shear tearing, or plastic hinges, whereas concrete slabs break up immediately due to brittleness. DCRmoment values successfully showed the columns in which the first plastic joint can occur, whereas DCRshear values signaled the onset of shear failure at connections. Besides, plastic hinges played an important role in dissipating energy and preventing total structural collapse via the Strong Column‐Weak Beam design concept, which appears repeatedly in this study. The structure is a well‐designed and ductile building capable of supporting higher loads and is considered to be repairable and intact.
本文研究了三层低层复合钢结构在 250 千克 TNT 相同炸药的内部和外部爆炸下的爆炸行为。比较了三种不同的爆炸情况,旨在更好地了解爆炸波在封闭风险区域内的传播方式,以及爆炸波对远处和暴露在爆炸装药下的构件的破坏影响。通过使用一般限值估算承受爆炸荷载的结构构件的适当性,以检查结构的强度和规则性,从而评估所提出的数值模型的损坏程度和整体响应。分析依据的是统一设施标准中的荷载组合和损坏标准,这些标准是适用于土木设计中预测爆炸荷载和结构系统响应的通用设计方法。该结构的整体行为是基于直接模拟方法的动态分析进行模拟的。直接模拟方法使用弗里德兰德爆炸荷载方程对爆炸荷载进行建模,并使用更简单、更便宜、更精确和更真实的 A.T.-BLAST 模型来推导简化的爆炸波超压曲线。使用 ABAQUS 有限元代码模拟显式动态非线性分析,利用约翰逊-库克强度和混凝土塑性破坏模型对高应变率下的材料非线性进行了动态研究。考虑到爆炸荷载是导致破坏的初始原因,通过估算结构构件的适当性,如轴向塑性应变、内力限制、最大变形、支撑旋转、需求容量比(DCR剪切/力矩)、漂移指数和材料破坏模型,对所提出的数值模型的整体响应进行了评估。爆炸装药的位置在决定结构构件开始出现塑性应变、位移、力矩或旋转超出极限的速度方面起着重要作用,因此在结构设计中应考虑关键因素以防止逐步坍塌。结果表明,钢构件表现出早期破坏迹象,如屈曲缩颈、剪切撕裂或塑性铰链,而混凝土板则由于脆性而立即破裂。DCRmoment 值成功地显示了可能出现第一个塑性连接的柱子,而 DCRshear 值则标志着连接处剪切破坏的开始。此外,塑性铰链在消散能量和防止结构全面坍塌方面发挥了重要作用,其设计理念是 "强柱-弱梁",这在本研究中多次出现。该结构是一座设计精良、延展性好的建筑,能够承受更大的荷载,而且可以修复,完好无损。
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引用次数: 0
Comparative shear performance of ultra high‐performance concrete filled pocket and longitudinal trough connector of PC composite girder with full‐depth deck 带全深度桥面的 PC 复合梁的超高性能混凝土填充袋槽连接器和纵向槽连接器的抗剪性能比较
IF 3.2 3区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-07-04 DOI: 10.1002/suco.202400410
Aimin Yuan, Xinge Miao, Qi Chen, Xi Wang, Hu Kong, Keqin Wang, Jingquan Wang
Prestress concrete composite girders with full‐depth precast bridge deck panels (PC composite girders) have been widely utilized in civil engineering due to their high production quality, reduced construction duration, potential weight reduction, and lower life‐cycle cost. The interface shear behavior in ultra high‐performance concrete (UHPC)–normal concrete (NC) connection interface of full‐depth deck PC composite girder has been extensively studied. This study conducted seven push‐off tests to examine the shear performance of UHPC‐filled joints between precast I‐girders and full‐depth precast concrete slabs. The testing variables included the quantity, and spacing of the Ubars, as well as the type of UHPC‐filled joints (longitudinal trough connector or pocket connector). The experimental results show the quantity and spacing of Ubars have a significant impact on both the interface shear capacity and residual shear resistance. For continuous shear connectors with reserved notches specimens, the ultimate load of the 4Ubar and 6Ubar specimens increased by 93% and 194%, respectively, compared with the 2Ubar specimens. With the increase of the spacing of the Ubar, the ultimate load will decrease. When the spacing between Ubars increases from 100 to 150 mm, the normalized ultimate load decreases by 51 kN. The type of joints also plays a crucial role in determining the ultimate shear‐bearing capacity of the specimens. The Ubars in pocket connector specimens will provide a greater contribution to the ultimate shear bearing capacity than longitudinal trough connector specimens and the ultimate stress of the 4Ubar and 6Ubar pocket connector specimens are greater than that of the longitudinal trough connector specimens by 232% and 323%. The study introduces the concept of pulling angle. In the experiment, the specimen with a large length is less affected by the pulling force. The experimental results in this study can rarely be predicted well by typical equations developed in current design codes and previous studies. Therefore, a more accurate equation was developed to predict the interface shear transfer stress between precast common concrete I‐girder and full‐depth precast concrete slab with UHPC‐filled joints.
带全深度预制桥面板的预应力混凝土复合梁(PC 复合梁)因其生产质量高、施工工期短、潜在重量减轻和生命周期成本低等优点,已在土木工程中得到广泛应用。对全深度桥面 PC 复合梁的超高性能混凝土(UHPC)-普通混凝土(NC)连接界面的剪切行为进行了广泛研究。本研究进行了七次推移试验,以检验预制工字梁与全深度预制混凝土板之间的超高性能混凝土填充接缝的剪切性能。试验变量包括 Ubars 的数量和间距,以及 UHPC 填充接头的类型(纵向槽式接头或袋式接头)。实验结果表明,Ubars 的数量和间距对界面抗剪能力和残余抗剪能力都有显著影响。对于带预留槽口的连续剪切连接件试样,与 2Ubar 试样相比,4Ubar 和 6Ubar 试样的极限荷载分别增加了 93% 和 194%。随着 Ubar 间距的增加,极限荷载也会降低。当 Ubar 间距从 100 mm 增加到 150 mm 时,归一化极限荷载降低了 51 kN。接头类型在决定试样的极限剪切承载力方面也起着至关重要的作用。与纵向槽形连接器试件相比,袋形连接器试件中的 Ubars 对极限剪切承载力的贡献更大,4Ubar 和 6Ubar 袋形连接器试件的极限应力分别比纵向槽形连接器试件大 232% 和 323%。研究引入了拉角的概念。在实验中,长度较大的试样受拉力的影响较小。本研究中的实验结果很少能用现行设计规范和以往研究中开发的典型方程很好地预测。因此,我们开发了一个更精确的方程来预测预制普通混凝土工字梁和带有 UHPC 填充接缝的全深度预制混凝土板之间的界面剪切传递应力。
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引用次数: 0
A study on the sulfate erosion deterioration law and damage model of shotcrete in high geothermal tunnels 高地热隧道喷射混凝土硫酸盐侵蚀劣化规律及破坏模型研究
IF 3.2 3区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-07-02 DOI: 10.1002/suco.202301117
Jianjun Tong, Lulu Xiang, Yanshan Cai, Mingnian Wang, Pei Ye, Xingwang Miao
When building a tunnel in an environment rich in high‐temperature hot water, it is particularly necessary to pay attention to the influence of sulfate ions in underground hot water on tunnel shotcrete. In order to study the sulfate erosion mechanism and mechanical properties of shotcrete in a real high‐temperature hot water environment, this study was carried out by setting the curing temperature (20, 40, 60, and 80°C), humidity (55% RH, 95% RH), and erosion age (0, 15, 30, 60, and 90 d) as the test influencing factors; a full combination of dry‐wet cycle test was carried out, and the specimens under different conditions were analyzed macroscopically and microscopically. The results show that with the increase of the number of dry‐wet cycles, the quality of shotcrete increases first and then decreases, and the mechanical properties gradually decrease. In the early stage of erosion, the erosion product is mainly ettringite, and the macroscopic damage is aggregate spalling. In the later stage of erosion, the erosion product is mainly gypsum, and the macroscopic damage is expansion damage. Compared with standard curing, a certain degree of high temperature curing has little effect on the sulfate attack resistance of shotcrete, but when the curing temperature exceeds 60°C, the concrete is seriously damaged. Finally, by constructing the damage model of sulfate attack shotcrete, the variation of compressive strength of shotcrete with age after sulfate attack under different curing conditions was successfully predicted.
在富含高温热水的环境中建设隧道时,尤其需要注意地下热水中的硫酸根离子对隧道喷射混凝土的影响。为了研究真实高温热水环境下喷射混凝土的硫酸盐侵蚀机理和力学性能,本研究将养护温度(20、40、60、80℃)、湿度(55% RH、95% RH)、侵蚀龄期(0、15、30、60、90 d)作为试验影响因素,进行了全组合干湿循环试验,并对不同条件下的试件进行了宏观和微观分析。结果表明,随着干湿循环次数的增加,喷射混凝土的质量先上升后下降,力学性能逐渐降低。在侵蚀初期,侵蚀产物主要是乙长石,宏观破坏为骨料剥落。在侵蚀后期,侵蚀产物主要是石膏,宏观破坏为膨胀破坏。与标准养护相比,一定程度的高温养护对喷射混凝土的抗硫酸盐侵蚀性影响不大,但当养护温度超过 60°C 时,混凝土会受到严重破坏。最后,通过构建硫酸盐侵蚀喷射混凝土的破坏模型,成功预测了不同养护条件下硫酸盐侵蚀后喷射混凝土抗压强度随龄期的变化。
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引用次数: 0
Numerical simulation of post‐tensioned concrete girders with defective grouting including local stress–strain tendons response 有缺陷灌浆的后张法混凝土梁的数值模拟,包括局部应力应变筋响应
IF 3.2 3区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-06-29 DOI: 10.1002/suco.202400416
Simone Galano, Daniele Losanno, Fulvio Parisi
In internally post‐tensioned (PT) prestressed concrete (PC) structures, the prestressing system is usually made of high‐strength steel tendons embedded within concrete through either metallic or plastic ducts filled with cement grout or grease. Construction defects or degradation phenomena may lead to insufficient covering, exposing the prestressing steel to a harmful environment, potentially compromising the durability and load‐bearing capacity of the structure. Based on experimental tests on six 1:5 scaled PT specimens, this study presents accurate numerical simulations of four‐point bending tests on girders with unbonded and partially bonded tendons having different levels of initial prestress. Nonlinear finite element analyses (FEAs) were developed to reflect the friction‐type interaction mechanism between unbonded tendons and external ducts under increasing external load up to failure. Both global and local response parameters of the girders were studied validating numerical results against experimental findings. The numerical simulations provide insights on the stress pattern of unbonded and partially bonded strands, shedding light on the lower bearing capacity of defective girders compared to those with bonded tendons. Such findings contribute to a multi‐scale assessment and decision‐making framework for existing PT girders with defective grouting and low residual prestress levels, enhancing the understanding of their structural behavior and informing maintenance or retrofitting decisions.
在内部后张法(PT)预应力混凝土(PC)结构中,预应力系统通常由高强度钢筋组成,通过金属或塑料管道嵌入混凝土中,管道中填充水泥灌浆或油脂。施工缺陷或退化现象可能导致覆盖不足,使预应力钢筋暴露在有害环境中,从而可能影响结构的耐久性和承载能力。本研究以六个 1:5 比例 PT 试样的实验测试为基础,对具有不同初始预应力水平的无粘结和部分粘结筋梁的四点弯曲测试进行了精确的数值模拟。研究开发了非线性有限元分析(FEA),以反映无粘结筋与外部导管之间在外部荷载增加直至破坏时的摩擦型相互作用机制。研究了大梁的整体和局部响应参数,并根据实验结果验证了数值结果。数值模拟深入揭示了未粘结和部分粘结钢绞线的应力模式,并揭示了与粘结钢筋的大梁相比,有缺陷大梁的承载能力较低的原因。这些发现有助于为存在灌浆缺陷和残余预应力水平较低的现有 PT 大梁建立多尺度评估和决策框架,加深对其结构行为的理解,为维护或改造决策提供依据。
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引用次数: 0
Enhancing mechanical and radiation shielding properties of concrete with lead monoxide and granodiorite: Individual and synergistic effects at micro and nano particle scales 用一氧化铅和花岗闪长岩增强混凝土的机械和辐射屏蔽性能:微米和纳米颗粒尺度上的个体效应和协同效应
IF 3.2 3区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-06-29 DOI: 10.1002/suco.202400454
Islam N. Fathy, Alaa A. El‐Sayed, Bassam A. Tayeh, Alaa A. Mahmoud, Mohamed A. Abouelnour, Maged E. Elfakharany
This study investigates the individual and combined effects of micro and nano lead monoxide (PbO) and granodiorite (GD) on concrete's mechanical and radiation shielding properties. Both materials were partially substituted for cement at varying ratios. Additionally, mixtures with optimal radiation shielding performance were prepared to explore the synergy of combining them. The mentioned materials are used for the first time in an extensive study at the nano scale to investigate their impact on concrete's mechanical properties, microstructure, and gamma radiation attenuation. Two gamma ray sources of uranium (U238) and cesium (Cs137) were used measure the radiation attenuation coefficients for all designed concrete mixes. A simple methodology was followed to assess the concrete shields efficiency via utilizing portable handheld gamma‐ray spectrometer that offers two reading modes. Results indicated that increasing the ratio of PbO is directly proportional to the concrete ability to attenuate radiation, where the optimal individual replacement ratios were recorded at 5% for micro and nano particle sizes. At this ratio, the linear attenuation coefficient (μ) values were improved by 39.57% and 24.78% for the nano and micro PbO, respectively. Additionally, the optimal ratio for improving mechanical properties was at 3% and 2% for nano and micro PbO, while the higher ratios showed a decline in mechanical properties especially at 5% micro PbO with 7.02% reduction in the compressive strength value. Regarding GD powder, the optimal replacement ratios for improving concrete radiation shielding were consistent with those enhancing its mechanical properties at 4% and 7% in both nano and micro scales, respectively. The combined mixes further enhanced the overall concrete performance, especially its radiation shielding ability. Compared to the control mix, the compressive strength, tensile strength, and μ were increased by 25.7%, 16.2%, and 44.7% at the optimal mixture of 5% nano PbO + 4% nano GD.
本研究探讨了微纳米氧化铅(PbO)和花岗闪长岩(GD)对混凝土机械性能和辐射屏蔽性能的单独和综合影响。这两种材料以不同的比例部分替代了水泥。此外,还制备了具有最佳辐射屏蔽性能的混合物,以探索两者结合的协同作用。上述材料首次用于纳米尺度的广泛研究,以探讨它们对混凝土机械性能、微观结构和伽马辐射衰减的影响。使用铀(U238)和铯(Cs137)两种伽马射线源测量了所有设计混凝土混合物的辐射衰减系数。利用提供两种读取模式的便携式手持伽马射线光谱仪,采用一种简单的方法来评估混凝土防护罩的效率。结果表明,氧化铅比例的增加与混凝土的辐射衰减能力成正比,其中微粒和纳米粒径的最佳单个替代比例为 5%。在这一比例下,纳米和微型氧化铅的线性衰减系数(μ)值分别提高了 39.57% 和 24.78%。此外,纳米氧化铅和微量氧化铅改善机械性能的最佳比率分别为 3% 和 2%,而比率越高,机械性能越差,尤其是 5% 的微量氧化铅,抗压强度值降低了 7.02%。至于 GD 粉,在纳米和微米尺度上,提高混凝土辐射屏蔽性能的最佳替代比率与提高其机械性能的最佳替代比率一致,分别为 4% 和 7%。组合混合物进一步提高了混凝土的整体性能,尤其是辐射屏蔽能力。与对照组相比,5% 纳米 PbO + 4% 纳米 GD 最佳混合物的抗压强度、抗拉强度和 μ 分别提高了 25.7%、16.2% 和 44.7%。
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引用次数: 0
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Structural Concrete
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