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Bridge temperature prediction method based on long short-term memory neural networks and shared meteorological data 基于长短期记忆神经网络和共享气象数据的桥梁温度预测方法
IF 2.6 4区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-04-17 DOI: 10.1177/13694332241247918
Linren Zhou, Taojun Wang, Yumeng Chen
Temperature is an important load factor affecting the structural performances of bridges. The rapid acquisition of bridge temperature data is significant for bridge temperature effect analysis and assessment. On the bases of ground meteorological shared big data, a bridge temperature prediction method based on long short-term memory (LSTM) neural network is proposed. The proposed method is used to investigate the key issues of data preprocessing, model input feature selection, time-length determination, and hyper-parameter preference. Moreover, the proposed method relies on the maximum information coefficient to quantify the strongly correlated features and uses a two-layer deep LSTM neural network to improve the model’s time series information utilization and prediction capability. The constructed neural grid model is experimentally studied and verified based on the long-term measured data of the scaled bridge model in an outdoor environment. Comparative assessment with other typical time series models, such as NARX, RNN, and GRU, demonstrate that the LSTM neural network model exhibits the best generalization ability and highest temperature prediction accuracy, with a maximum absolute error of approximately 2°C and relative error below 5%. The engineering applicability and effectiveness of LSTM for bridge temperature prediction are verified.
温度是影响桥梁结构性能的重要荷载因素。快速获取桥梁温度数据对桥梁温度效应分析和评估具有重要意义。在地面气象共享大数据的基础上,提出了一种基于长短期记忆(LSTM)神经网络的桥梁温度预测方法。该方法主要研究了数据预处理、模型输入特征选择、时间长度确定和超参数优选等关键问题。此外,所提方法依靠最大信息系数来量化强相关特征,并使用双层深度 LSTM 神经网络来提高模型的时间序列信息利用率和预测能力。基于室外环境中缩放桥梁模型的长期测量数据,对所构建的神经网格模型进行了实验研究和验证。与其他典型时间序列模型(如 NARX、RNN 和 GRU)的比较评估表明,LSTM 神经网络模型具有最佳的泛化能力和最高的温度预测精度,最大绝对误差约为 2°C,相对误差低于 5%。LSTM 在桥梁温度预测方面的工程适用性和有效性得到了验证。
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引用次数: 0
Dynamic model of high-speed maglev train-guideway bridge system with a nonlinear suspension controller 带非线性悬挂控制器的高速磁悬浮列车导轨桥系统动态模型
IF 2.6 4区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-04-16 DOI: 10.1177/13694332241247921
Xiumeng Bu, Lidong Wang, Yan Han, Hanyun Liu, Peng Hu, CS Cai
To improve the anti-interference ability of maglev trains, a dynamic model of the high-speed maglev train with a nonlinear suspension controller for the guideway system is proposed in this paper. Based on the nonlinear characteristics of the magnetic suspension system, a nonlinear decoupling controller is designed using the feedback linearization theory. Then, a high-speed maglev train model is refined with a guideway coupling system, consisting of a maglev train simulated as a multi-body dynamics model with 537 degrees of freedom and a spatial finite element model of the guideway. Taking the Shanghai high-speed maglev train as an example, the correctness of the computational model is verified by comparing the modeling results with field measurement data, and the control effectiveness of the nonlinear controllers and the traditional PD controllers is compared considering different train speeds and disturbance forces. The results show that the suspension gap under the decoupling control is smaller than that under the PD control during the train operations. Under the same disturbance force, the decoupling control exhibits better control performance than the PD control. The variation amplitudes of the magnetic pole gaps are generally linearly related to the disturbance force.
为了提高磁悬浮列车的抗干扰能力,本文提出了一种高速磁悬浮列车的动态模型,并为导轨系统设计了一个非线性悬浮控制器。根据磁悬浮系统的非线性特性,利用反馈线性化理论设计了非线性解耦控制器。然后,利用导轨耦合系统完善了高速磁悬浮列车模型,该模型由具有 537 个自由度的多体动力学模型模拟的磁悬浮列车和导轨空间有限元模型组成。以上海高速磁悬浮列车为例,通过将建模结果与现场测量数据进行比较,验证了计算模型的正确性,并比较了非线性控制器和传统 PD 控制器在不同列车速度和干扰力下的控制效果。结果表明,在列车运行过程中,解耦控制下的悬挂间隙小于 PD 控制下的悬挂间隙。在干扰力相同的情况下,解耦控制的控制性能优于脉动差分控制。磁极间隙的变化幅度一般与干扰力成线性关系。
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引用次数: 0
Time-dependent reliability assessment and optimal design of corroded reinforced concrete beams 受腐蚀钢筋混凝土梁随时间变化的可靠性评估和优化设计
IF 2.6 4区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-04-15 DOI: 10.1177/13694332241247923
Junxiang Li, Xiwei Guo, Xinxin Zhang, Zijun Wu
It remains a significant challenge to quantitatively describe the corrosion of reinforced concrete (RC) structures under chloride penetration. Moreover, when considering uncertainties throughout the life cycle of corroded RC structures for assessing their safety, reliability, and optimal design, the complexity of the problem intensifies. To address these issues, this paper studies the time-dependent reliability analysis and optimal design of corroded RC beams. At first, the time-dependent reliability of beams is investigated by considering both the serviceability limit state (SLS), which corresponds to the corrosion initiation of the reinforced steel, and the ultimate limit state (ULS), associated with the bending failure of the beam. This analysis takes into account the time-dependent chloride diffusion coefficient and incorporates a stochastic process. The reliability is evaluated using the Monte Carlo Simulation (MCS) method and the cumulative distribution function (CDF) method. Subsequently, a time-dependent reliability-based design optimization (TRBDO) problem is formulated, and the PSO-MCS, a methodology incorporating a particle swarm optimization (PSO) algorithm and MCS is adopted to solve it. After optimization, the initial cost of the specific RC beam is reduced from 1351.879€ to 1247.075€, while the time-dependent reliability within [0, 100] years is improved from 0.6057 to 0.6508. The effectiveness of the CDF, MCS and PSO-MCS methods are demonstrated through reliability analysis and design examples of corroded RC beams.
定量描述钢筋混凝土(RC)结构在氯化物渗透下的腐蚀情况仍然是一项重大挑战。此外,当考虑到腐蚀钢筋混凝土结构在整个生命周期内的不确定性,以评估其安全性、可靠性和优化设计时,问题的复杂性就会加剧。针对这些问题,本文研究了腐蚀 RC 梁的随时间变化的可靠性分析和优化设计。首先,通过考虑与钢筋开始锈蚀相对应的适用性极限状态(SLS)和与梁的弯曲破坏相关的极限状态(ULS),研究了梁的随时间变化的可靠性。该分析考虑了随时间变化的氯化物扩散系数,并采用了随机过程。采用蒙特卡罗模拟 (MCS) 方法和累积分布函数 (CDF) 方法对可靠性进行了评估。随后,提出了一个与时间相关的基于可靠性的优化设计(TRBDO)问题,并采用粒子群优化(PSO)算法和 MCS 方法来解决该问题。优化后,特定 RC 梁的初始成本从 1351.879 欧元降至 1247.075 欧元,[0,100] 年内随时间变化的可靠性从 0.6057 提高到 0.6508。通过腐蚀 RC 梁的可靠性分析和设计实例,证明了 CDF、MCS 和 PSO-MCS 方法的有效性。
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引用次数: 0
Experimental study and refined numerical simulation of ultimate pressure-bearing performance of rope-reinforced airship envelope structures 绳索加固飞艇围护结构极限承压性能的实验研究和精细数值模拟
IF 2.6 4区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-04-12 DOI: 10.1177/13694332241246376
Shiping Li, Wujun Chen, Longlong Chen, Yinbo Song, Jianhui Hu, Haitao Zhao, Daxu Zhang
Stratospheric airships require a lightweight envelope to contain lighter-than-air buoyancy gas, making the lightweight design and pressure-bearing performance of the envelope structure a key research issue. The stress state at different cross-sectional positions of the airship envelope structure is different, resulting in a low utilization rate of the overall material performance of the envelope structure. This paper proposes a design scheme for reinforcing envelope structures with sliding reinforcing cable to improve the bearing capacity of the composite fabric structure while reducing its weight, ultimately achieving the optimal strength-to-weight ratio. Two types of composite fabric structures (A-airship and B-airship) were subjected to inflatable burst tests, and the strain changes in the envelope gores were analyzed by digital image correlation. Through re-assembly of the broken composite fabric pieces and analysis of their tear textures, crack origination positions, failure causes, and the stress behavior and state at the failure position were identified. An envelope structural model with consideration of the cutting pattern effect was established, allowing the stress distribution of the envelope to be analyzed and the damage positions to be more accurately predicted. Based on the analysis of the ultimate pressure-bearing performance of an airship envelope structure, a novel idea of incorporating coupled tensile-shear stress into the strength criterion was proposed. Through the data in the study and existing references, it is verified that the strength criterion can accurately predict the ultimate pressure-bearing performance of the envelope structure.
平流层飞艇需要轻质围护结构来容纳轻于空气的浮力气体,因此围护结构的轻质设计和承压性能成为研究的重点。飞艇围护结构不同截面位置的应力状态不同,导致围护结构整体材料性能利用率低。本文提出了一种用滑动加强索加强围护结构的设计方案,在减轻重量的同时提高复合织物结构的承载能力,最终达到最佳的强度重量比。对两种复合织物结构(A 型艇和 B 型艇)进行了充气爆破试验,并通过数字图像相关分析了包络孔的应变变化。通过重新组装断裂的复合织物碎片并分析其撕裂纹理,确定了裂纹的起源位置、破坏原因以及破坏位置的应力行为和状态。建立了考虑了切割模式效应的包络结构模型,从而可以分析包络的应力分布,更准确地预测破坏位置。在分析飞艇围护结构极限承压性能的基础上,提出了将拉剪应力耦合纳入强度准则的新思路。通过研究数据和现有参考文献,验证了强度准则可以准确预测围护结构的极限承压性能。
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引用次数: 0
Typhoon- and temperature-induced responses of a cable-stayed bridge 台风和温度对斜拉桥的影响
IF 2.6 4区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-04-10 DOI: 10.1177/13694332241246378
Qiang Jing, Yushi Shan, Lu Zhang, Yu Yan, Zili Xia, Yong Xia
Long-span bridges are subjected to wind and temperature actions. Wind action is generally the governing load of long-span bridges in design, while temperature action is also significant. Accurate separation of typhoon- and temperature-induced responses is thus necessary for in-depth investigation of their effects and comprehensive evaluation of structural performance. This paper separates the temperature- and typhoon-induced responses of the Qingzhou Bridge by using a unified global analysis approach. The field-monitored meteorological data and structural responses collected from the structural health monitoring system installed on the bridge are analyzed in detail, with emphasis on the comparison of those during typhoon Higos (Signal No. 9) and a typical sunny day after the typhoon. Results show that the quasi-static variation of displacement and stress responses are higher on a typical sunny day than those during the typhoon period, which is out of intuition. Through the unified analysis, the temperature-induced responses are calculated, and the typhoon-induced responses can be separated. The temperature- and typhoon-induced longitudinal displacement, mid-span deflection, and stress of the girder are compared. The temperature-induced response accounts for a large part of the total quasi-static recording either on a typical sunny day or during the typhoon period, whereas typhoon caused significant dynamic responses. The typhoon-induced quasi-static and dynamic responses are also in good agreement with the wind tunnel test results. This case study demonstrates the effectiveness of the unified global analysis in separating the temperature effect.
大跨度桥梁受到风力和温度作用的影响。风作用通常是大跨度桥梁设计中的主要荷载,而温度作用也很重要。因此,要深入研究台风和温度作用的影响,全面评估结构性能,就必须准确分离台风和温度作用。本文采用统一的全局分析方法,将青州大桥的温度和台风诱导响应分离开来。本文详细分析了现场监测的气象数据和安装在大桥上的结构健康监测系统采集的结构响应,重点对比了台风 "黑格斯"(9 号信号)期间和台风后典型晴天的响应。结果表明,典型晴天的位移和应力响应的准静态变化高于台风期间的位移和应力响应,这与直觉不符。通过统一分析,可以计算出温度引起的响应,并将台风引起的响应分离出来。比较了温度和台风引起的大梁纵向位移、跨中挠度和应力。在典型的晴天或台风期间,温度引起的响应占准静态总记录的很大一部分,而台风引起的动态响应很大。台风引起的准静态和动态响应与风洞试验结果也十分吻合。该案例研究证明了统一全局分析在分离温度效应方面的有效性。
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引用次数: 0
Assessment of critical parameters affecting fretting fatigue life of bridge stay cables at saddle supports 评估影响鞍式支座桥梁留置索摩擦疲劳寿命的关键参数
IF 2.6 4区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-04-09 DOI: 10.1177/13694332241246379
Ali Chehrazi, Scott Walbridge
Saddle systems are a popular solution for supporting cables in cable-stayed bridges. Fretting fatigue failure of cables at saddle supports is a primary design consideration for these systems. Critical parameters that affect the fretting fatigue life of the cables are the contact forces and the slip displacements at the contact points between the cables and the saddle. Determining these critical parameters is the first step in evaluating the fretting fatigue life of the cables. Wear in the contact points between the cables and the saddle can affect the load distribution in saddle systems and consequently affect these critical parameters. However, the effect of wear has not been studied in the previous works. This paper first discusses the methods proposed in the literature for evaluating contact forces and slip displacements in the contact points between a cable and a saddle. Then, a finite element model of the problem and a framework for modelling the wear are presented. Finally, fretting fatigue life is determined based on the different studied approaches. The main highlights of the current study are considering the effect of wear in the simulation and employing an enhanced FE model for slip displacement calculations. The results of the basic model without wear effects showed that the first contact point between the cable and the saddle is critical for fatigue failure. However, by incorporating wear in the model, the contact force at the first point dropped and the second contact point became critical; this is in line with the observations in large-scale fatigue tests of saddle systems.
鞍座系统是斜拉桥中支撑电缆的常用解决方案。鞍座支撑处电缆的摩擦疲劳失效是这些系统的主要设计考虑因素。影响缆索摩擦疲劳寿命的关键参数是缆索与鞍座接触点的接触力和滑移位移。确定这些关键参数是评估电缆摩擦疲劳寿命的第一步。电缆和鞍座之间接触点的磨损会影响鞍座系统的负载分布,进而影响这些关键参数。然而,之前的研究并未对磨损的影响进行研究。本文首先讨论了文献中提出的评估电缆和鞍座接触点接触力和滑移位移的方法。然后,介绍了问题的有限元模型和模拟磨损的框架。最后,根据不同的研究方法确定了摩擦疲劳寿命。本次研究的主要亮点是在模拟中考虑了磨损的影响,并采用增强型有限元模型进行滑移位移计算。不考虑磨损影响的基本模型的结果表明,电缆与鞍座之间的第一个接触点是疲劳失效的关键。然而,将磨损纳入模型后,第一个接触点的接触力下降,第二个接触点成为临界点;这与鞍座系统大规模疲劳试验的观察结果一致。
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引用次数: 0
Flexural behavior of reinforced concrete beams strengthened with gradually prestressed near surface mounted carbon fiber-reinforced polymer strips under static and fatigue loading 静载和疲劳载荷下使用渐进预应力近表面安装碳纤维增强聚合物条加固的钢筋混凝土梁的挠曲行为
IF 2.6 4区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-04-08 DOI: 10.1177/13694332241246374
Shuang Gong, Miao Su, Jianren Zhang, Hui Peng
The near surface mounted (NSM) carbon fiber-reinforced polymer (CFRP) strengthening technique, combined with gradually anchored prestressed technique, is utilized to delay the occurrence of concrete cover separation (CCS) and enhance the ductility of reinforced concrete beams. The load-carrying capacity of fully prestressed beams and gradually prestressed beams are investigated under both static and fatigue loading conditions. The study focused on the effect of gradient prestress on flexural behavior of strengthened beams, analyzed the failure mode, characteristic load, ductility, and stress distribution at CFRP-concrete interface under both prestress and load conditions. Results indicate that gradually prestressed beams outperform fully prestressed ones in restraining crack development, delaying yield of tensile reinforcement, improving bearing capacity and avoiding CCS failure. Bearing capacity was significantly increased by up to 35.48%, while ductility was greatly improved by 100.33% with ultimate deflection for gradually prestressed beams compared to fully prestressed ones. The fatigue life of gradually prestressed beams, which experienced a transition from CCS failure mode to fatigue fracture of tensile reinforcement, was significantly extended. Additionally, their ductility at failure was also greatly enhanced, thus confirming the effectiveness of gradually prestressed NSM CFRP strengthening technique.
近表面安装(NSM)碳纤维增强聚合物(CFRP)加固技术与渐进锚固预应力技术相结合,可延缓混凝土覆盖层分离(CCS)的发生,提高钢筋混凝土梁的延性。研究了全预应力梁和渐进预应力梁在静载和疲劳载荷条件下的承载能力。研究重点是梯度预应力对加固梁抗弯行为的影响,分析了预应力和荷载条件下 CFRP-混凝土界面的破坏模式、特征荷载、延性和应力分布。结果表明,渐变预应力梁在抑制裂缝发展、延迟受拉钢筋屈服、提高承载能力和避免 CCS 失效方面优于全预应力梁。与全预应力梁相比,渐进预应力梁的承载能力大幅提高了 35.48%,而延性则大幅提高了 100.33%(极限挠度)。逐渐预应力梁的疲劳寿命从 CCS 失效模式过渡到受拉钢筋的疲劳断裂,从而大大延长。此外,其破坏时的延性也大大提高,从而证实了逐步预应力 NSM CFRP 加固技术的有效性。
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引用次数: 0
Experimental investigation on the effect of hoop spacing and crosstie configuration on the cyclic performance of reinforced concrete beams 箍筋间距和横杆配置对钢筋混凝土梁循环性能影响的实验研究
IF 2.6 4区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-03-28 DOI: 10.1177/13694332241242985
Tai-Kuang Lee, Cheng-Cheng Chen
According to ACI 318-19(SI), in the plastic hinge zone of RC beams, the longitudinal reinforcement at each corner and every other longitudinal reinforcement must be enclosed by the corner of the closed hoop or the hooks of crossties. However, in RC construction practice, the longitudinal reinforcement of RC beams is densely arranged, making construction difficult. In this study, four large RC beam specimens were designed and fabricated to conduct experiments to verify the effect of hoop spacing and crosstie configuration on the cyclic performance of reinforced concrete beams. It is found that: (1) The crosstie configuration with seismic hook engaging the longitudinal reinforcement at the bottom is recommended and that during construction, within the range of twice the beam depth from the RC column outer face, the bottom and side formwork should be completed after the crossties are assembled, which should solve the problem of difficult construction. (2) The transverse reinforcement spacing between 4 and 6 times the smallest longitudinal reinforcement diameter of RC beams may have no significant effect on the cyclic performance of RC beams. (3) The requirement that in the plastic hinge zone of RC beams, every corner and alternate longitudinal bar on the perimeter must have lateral support provided by the corner of a tie or crosstie in ACI 318-19(SI) may not have a major impact on the cyclic performance of the RC beam. (4) The ultimate drift angle of each specimen in the negative direction was between 4.3% rad and 4.5% rad; thus, all the specimens satisfied the ACI requirement. However, the cyclic performance (plasticity rotation angle) of all specimens basically did not meet the requirement of 3.0% rad for earthquake-resistant structures.
根据 ACI 318-19(SI),在 RC 梁的塑性铰区,每个角的纵向钢筋和其他每根纵向钢筋都必须被闭合箍筋的角或横梁的挂钩围住。然而,在 RC 建筑实践中,RC 梁的纵向钢筋布置密集,给施工带来了困难。本研究设计并制作了四个大型 RC 梁试件,通过实验验证箍筋间距和横杆配置对钢筋混凝土梁循环性能的影响。实验发现(1) 建议采用底部纵向钢筋与抗震挂钩啮合的杆件构造,在施工过程中,在距钢筋混凝土柱外侧两倍梁深的范围内,应在杆件拼装完成后再完成底部和侧面模板的拼装,从而解决施工难的问题。(2)钢筋混凝土梁的横向钢筋间距在最小纵向钢筋直径的 4 至 6 倍之间,可能对钢筋混凝土梁的循环性能无明显影响。(3) ACI 318-19(SI)规定,在 RC 梁的塑性铰区,周边的每个转角和备用纵向钢筋都必须由拉杆或横杆的转角提供侧向支撑,这可能不会对 RC 梁的循环性能产生重大影响。(4) 每个试件在负方向上的极限漂移角介于 4.3% rad 和 4.5% rad 之间,因此所有试件都符合 ACI 要求。然而,所有试件的循环性能(塑性旋转角)基本上都不符合抗震结构 3.0% rad 的要求。
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引用次数: 0
Stress-strain behaviour of carbon fibre reinforced polymer-confined concrete containing macro fibres recycled from waste glass fibre reinforced polymer 含有从废玻璃纤维增强聚合物中回收的大纤维的碳纤维增强聚合物密实混凝土的应力-应变行为
IF 2.6 4区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-03-28 DOI: 10.1177/13694332241242983
Qi-Qi Zou, Bing Fu, Jian-Fei Chen, Jin-Guang Teng
Glass fibre-reinforced polymer (GFRP) wastes may be mechanically processed into small strips called “macro fibres,” which were used as short reinforcement fibres to produce macro fibre reinforced concrete (MFRC). The addition of such macro fibres into concrete has proven to be effective in enhancing the flexural strength and toughness of concrete, but it also slightly reduces the compressive strength of concrete. This paper presents a study on the behaviour of CFRP-confined MFRC. A total of 84 CFRP-confined MFRC cylinders were prepared and tested in axial compression. The test parameters included the CFRP confinement stiffness, macro fibre content, and fibre length. The test results show that the compressive strength and ultimate axial strain can be significantly enhanced through the use of CFRP confinement. The ultimate axial strain of CFRP-confined concrete with macro fibres is slightly higher than that without macro fibres. The test results were compared with two well-known stress-strain models for FRP-confined concrete, including Teng et al.’s design-oriented model and Jiang and Teng’s analysis-oriented model. A comparative analysis showed that both models slightly underestimate the compressive strength and slightly overestimate the ultimate axial strain for CFRP-confined MFRC.
玻璃纤维增强聚合物(GFRP)废料可通过机械方法加工成称为 "大纤维 "的小条,用作生产大纤维增强混凝土(MFRC)的短增强纤维。事实证明,在混凝土中加入这种大纤维可有效提高混凝土的抗折强度和韧性,但也会略微降低混凝土的抗压强度。本文对 CFRP 密实 MFRC 的行为进行了研究。共制备了 84 个 CFRP 密实 MFRC 筒体,并进行了轴向压缩测试。测试参数包括 CFRP 约束刚度、宏观纤维含量和纤维长度。试验结果表明,使用 CFRP 约束材料可以显著提高抗压强度和极限轴向应变。含有大纤维的 CFRP 混凝土的极限轴向应变略高于不含大纤维的混凝土。试验结果与两个著名的玻璃钢约束混凝土应力应变模型进行了比较,包括 Teng 等人的设计导向模型以及 Jiang 和 Teng 的分析导向模型。对比分析表明,两种模型都略微低估了 CFRP 密实 MFRC 的抗压强度,略微高估了其极限轴向应变。
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引用次数: 0
Interface debonding defect detection for CFST columns based on EMI measurements: Experiment, numerical simulation and blind inspection in practice 基于 EMI 测量的 CFST 柱界面脱粘缺陷检测:实验、数值模拟和实际盲检
IF 2.6 4区 工程技术 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Pub Date : 2024-03-28 DOI: 10.1177/13694332241242978
Qian Liu, Bin Xu, Zongjun Xia, Zhifei Chen, Yudi Yao, Jiang Wang
Concrete-filled steel tube (CFST) members have been widely used in skyscrapers and long-span bridges. Non-uniformly distributed hydration heat during curing, inadequate compaction during construction and unavoidable shrinkage and creep of mass concrete in service most likely lead to interface debonding defects between concrete core and steel tube, which has been a common concern. The development of effective non-destructive inspection methods for interface bonding condition of existing CFST members is critical. In this study, an interface debonding defect detection method based on electromechanical impedance (EMI) measurement using surface-mounted piezoelectric-lead-zirconate-titanate (PZT) sensors is proposed at first. Then, experimental study on the feasibility of the proposed approach is carried out with scaled CFST specimens with artificially mimicked interface debonding defects. EMI of surface-mounted PZT sensors at different frequency bands are measured and compared to verify the detectability of the proposed approach for the mimicked interface debonding defects. Thirdly, a multi-physics CFST-PZT coupling finite element model (FEM) with interface debonding defects is established, and EMI of surface-mounted PZT sensors at different locations is simulated. The influence of interface debonding defects on EMI measurements is illustrated. Finally, a blind inspection on the interface bonding condition of selected CFST columns in an existing skyscraper in service using the proposed approach is carried out. Both bonding and debonding defect in the tested CFST columns are detected correctly and validated with drilling hole observation. Experimental, numerical and engineering application results show the proposed approach is effective for interface debonding detection of CFST members and sensitive to minor debonding defect of 0.3 mm in CFST members.
混凝土填充钢管(CFST)构件已广泛应用于摩天大楼和大跨度桥梁。养护过程中水化热分布不均匀、施工过程中压实不充分以及大体积混凝土在使用过程中不可避免的收缩和徐变很可能导致混凝土核心筒与钢管之间出现界面脱粘缺陷,这一直是人们普遍关注的问题。针对现有 CFST 构件的界面粘结状况开发有效的无损检测方法至关重要。在本研究中,首先提出了一种基于机电阻抗(EMI)测量的界面脱粘缺陷检测方法,该方法使用表面贴装的压电-铅锆钛酸盐(PZT)传感器。然后,利用具有人工模拟界面脱粘缺陷的缩放 CFST 试样对所提方法的可行性进行了实验研究。测量并比较了不同频段的表面贴装 PZT 传感器的 EMI,以验证所提方法对模拟界面脱粘缺陷的可探测性。第三,建立了带有界面脱粘缺陷的多物理场 CFST-PZT 耦合有限元模型(FEM),并模拟了不同位置的表面安装 PZT 传感器的 EMI。说明了界面脱粘缺陷对 EMI 测量的影响。最后,利用所提出的方法,对一座现有摩天大楼中选定的 CFST 柱的界面粘接状况进行了盲检。在测试的 CFST 柱中,粘接和脱粘缺陷都能被正确检测出来,并通过钻孔观测得到验证。实验、数值和工程应用结果表明,所提出的方法对 CFST 构件的界面脱粘检测非常有效,并且对 CFST 构件中 0.3 毫米的轻微脱粘缺陷非常敏感。
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引用次数: 0
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Advances in Structural Engineering
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