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Seismic fragility analysis of steel reinforced concrete frame‐bent structures in CAP1400 nuclear power plant CAP1400 核电站钢筋混凝土框架弯曲结构的地震脆性分析
Pub Date : 2024-05-14 DOI: 10.1002/tal.2119
Zhen‐Hua Xu, Jin‐Quan Zhao, Guo‐Liang Bai, Yong‐Gang Ding
SummaryThis paper evaluates the seismic performance of the frame‐bent structure of a conventional island main building in a nuclear power plant (NPP) using the CAP1400 NPP project of Rongcheng Shidaowan in Shandong Province as a case study. A 12‐pin 3‐span prototype structural model of a steel reinforced concrete (SRC) frame‐bent main building is established in ABAQUS, and its seismic fragility is analyzed. The results show that under the conditions of an 8‐degree frequent earthquake and an 8‐degree fortification earthquake, the transcendental probability under the four limit states of the structural seismic fragility matrix with Sa as intensity measure (IM) is higher than that with peak ground acceleration (PGA) as IM. Moreover, under an 8‐degree rare earthquake, the structure has completely exceeded the normal service performance level and has reached the service performance level of temporary use and repair. The seismic damage index of the structure demonstrates that the structure's seismic damage does not exceed the medium damage state under a small earthquake. However, under the action of a moderate earthquake, the seismic damage of the structure ranges from moderate to serious damage. When subjected to large earthquakes, the seismic damage of the structure is basically in a state of serious damage.
摘要 本文以山东荣成石岛湾 CAP1400 核电站工程为例,评估了核电站常规岛主楼框架弯曲结构的抗震性能。在 ABAQUS 中建立了 12 针 3 跨钢筋混凝土(SRC)框架弯曲主楼原型结构模型,并对其进行了地震脆性分析。结果表明,在 8 度频发地震和 8 度设防地震条件下,以 Sa 为烈度量(IM)的结构地震脆性矩阵四种极限状态下的超越概率高于以地面加速度峰值(PGA)为烈度量(IM)的结构地震脆性矩阵四种极限状态下的超越概率。此外,在 8 度罕见地震下,结构已完全超出正常使用性能水平,达到临时使用和维修的使用性能水平。结构的震害指数表明,在小震作用下,结构的震害没有超过中度破坏状态。但在中震作用下,结构的震害从中度破坏到严重破坏不等。在大地震作用下,结构的地震破坏基本处于严重破坏状态。
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引用次数: 0
Seismic collapse performance assessment of high‐strength steel framed‐tube structures with shear links fabricated using low‐yield‐point steel 使用低屈服点钢材制造的带剪力连接件的高强度钢框管结构的地震坍塌性能评估
Pub Date : 2024-05-14 DOI: 10.1002/tal.2128
Hao Zhang, Mingzhou Su, M. Lian, Jing Jin
A high‐strength steel framed‐tube structure with shear links fabricated using low‐yield‐point steel (HSSFTS‐LYPSL) was developed in this study to improve the seismic performance and resilience of the conventional steel framed‐tube structure. When this HSSFTS‐LYPSL is subjected to strong earthquake excitation, its shear links undergo significant plastic deformation to dissipate seismic energy while critical components such as the spandrel beams and columns maintain their elasticity. Furthermore, the replacement of damaged links was facilitated by the use of bolted end‐plate connections. This study designed three typical HSSFTS‐LYPSL examples with 20, 30, and 40 stories to investigate the seismic collapse performances of HSSFTS‐LYPSLs at different seismic intensity levels. Three‐dimensional nonlinear finite element analysis models of these example structures were developed using the OpenSEES software, and the accuracy and effectiveness of the modeling approach was validated by comparing its results with those of quasi‐static tests on sub‐structure assemblies. Next, 40 records each of far‐field and pulse‐type near‐field ground motions were selected and applied with an incremental dynamic analysis (IDA) to obtain response curves for the example structures and calculate their collapse fragility curves and collapse margin ratios (CMRs) utilizing a modified collapse fragility model. Finally, based on the collapse fragility and seismic hazard curves, the seismic collapse risk probability curves of the HSSFTS‐LYPSLs were obtained under far‐ and near‐field earthquakes, revealing that at the maximum considered earthquake level, the CMR values ranged from 5.74 to 7.25 and from 4.85 to 6.67, respectively; at the very rare earthquake (VRE) level, the CMR values ranged from 3.83 to 4.85 and from 3.24 to 4.46, respectively. These results demonstrate that HSSFTS‐LYPSLs exhibit sufficient potential for seismic collapse resistance. As pulse‐type near‐field earthquakes had more significant and adverse impacts on the seismic collapse performances of the HSSFTS‐LYPSLs than far‐field earthquakes, the seismic collapse design of an HSSFTS‐LYPSL should particularly consider the influence of near‐field effects. In addition, the seismic hazard function had a greater effect on the structural seismic collapse risk curves than the collapse fragility function, suggesting that seismic collapse risk curves could provide a comprehensive assessment of HSSFTS‐LYPSL seismic collapse performance. Under far‐ and near‐field earthquakes, the annual collapse risk probabilities of the HSSFTS‐LYPSL examples at the VRE level were within 1.18 × 10−5–4.53 × 10−5, which is below the seismic collapse risk threshold recommended by others, indicating that HSSFTS‐LYPSLs can meet the fourth‐level performance objective of “no collapse failure at the VRE level.” However, this study only conducted seismic collapse and risk assessments using example HSSFTS‐LYPSLs; future research will focus on determini
本研究开发了一种使用低屈服点钢材制造剪力连接件的高强度钢框管结构(HSSFTS-LYPSL),以改善传统钢框管结构的抗震性能和复原能力。当这种 HSSFTS-LYPSL 结构受到强震激励时,其剪力连杆会发生显著的塑性变形,以消散地震能量,而关键部件(如边梁和柱)则保持弹性。此外,采用螺栓端板连接也有利于更换损坏的连接件。本研究设计了三个典型的 HSSFTS-LYPSL 例子,分别为 20 层、30 层和 40 层,以研究 HSSFTS-LYPSL 在不同地震烈度水平下的地震坍塌性能。使用 OpenSEES 软件建立了这些示例结构的三维非线性有限元分析模型,并通过将建模结果与下部结构组件的准静力测试结果进行比较,验证了建模方法的准确性和有效性。接着,选择了远场和脉冲型近场地面运动各 40 条记录,并通过增量动力分析(IDA)获得了示例结构的响应曲线,并利用改进的坍塌脆性模型计算了其坍塌脆性曲线和坍塌裕度比(CMR)。最后,根据倒塌脆性曲线和地震危险性曲线,得到了 HSSFTS-LYPSL 在远场地震和近场地震下的地震倒塌风险概率曲线,结果表明,在考虑的最大地震级别下,CMR 值范围分别为 5.74 至 7.25 和 4.85 至 6.67;在极罕见地震(VRE)级别下,CMR 值范围分别为 3.83 至 4.85 和 3.24 至 4.46。这些结果表明,HSSFTS-LYPSL 具有足够的抗震倒塌潜力。由于脉冲型近场地震对 HSSFTS-LYPSL 地震倒塌性能的影响比远场地震更为显著和不利,因此 HSSFTS-LYPSL 的地震倒塌设计应特别考虑近场效应的影响。此外,地震危险性函数比倒塌脆性函数对结构地震倒塌风险曲线的影响更大,这表明地震倒塌风险曲线可以全面评估 HSSFTS-LYPSL 的地震倒塌性能。在远场地震和近场地震下,HSSFTS-LYPSL实例的VRE级年倒塌风险概率均在1.18×10-5-4.53×10-5范围内,低于其他推荐的地震倒塌风险阈值,表明HSSFTS-LYPSL可以满足 "VRE级无倒塌破坏 "的第四级性能目标。然而,本研究仅使用 HSSFTS-LYPSL 示例进行了地震坍塌和风险评估;未来的研究将侧重于确定 HSSFTS-LYPSL 的地震恢复能力和开发震后可修复性方法。
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引用次数: 0
Seismic vulnerability analysis of a high‐rise steel frame structure equipped with novel displacement‐amplified viscoelastic dampers 配备新型位移放大粘弹性阻尼器的高层钢框架结构的地震脆弱性分析
Pub Date : 2024-05-13 DOI: 10.1002/tal.2124
Mao Ye, Linyi Yang, Yinghou He, Weihao Li
SummaryThe energy dissipation capacity of conventional viscoelastic dampers (VEDs) cannot be fully exerted due to the relatively small inter‐story displacement of building structures. Thus, a novel VED with a displacement amplification mechanism based on the lever principle is developed in this study to achieve small displacement but high energy dissipation ability. First, the structural layout of an amplified viscoelastic damper (AVED) system is briefly introduced, and then the displacement amplification effect is described in detail. According to the working principle of the AVED and the relationship of force and geometric displacement in an actual frame structure, the restoring force theoretical formula of the corresponding amplified damper is derived. Based on the restoring force of the AVED and in combination with the secondary development function of the ABAQUS unit, a VUEL subroutine suitable for the explicit algorithm is programmed with the FORTRAN language. Then, the correctness of the subroutine is verified through a comparative analysis of the ABAQUS simulation and theoretically calculated results. Consequently, the vulnerability analysis of a high‐rise steel frame structure is conducted by using the incremental dynamic analysis (IDA) method, and the influence of the AVED on the seismic performance of the steel frame structure is quantitatively analyzed from the perspective of probability statistics. The analysis results show that compared with the VED structure, the failure probability of the AVED‐2 and AVED‐3 structures reaching the ultimate failure state at all levels is reduced by approximately 43% and 57%, respectively, and the collapse margin ratio (CMR) of structures under large earthquakes is increased by approximately 35% and 68%, respectively. This indicates that the AVED structures with displacement‐amplified dampers have a better effect on the seismic stability of tall steel frame structures under random seismic excitations. This study aims to provide comprehensive information for the seismic‐resistant design of tall buildings in earthquake‐prone regions.
摘要由于建筑结构的层间位移相对较小,传统粘弹性阻尼器(VED)的消能能力无法充分发挥。因此,本研究开发了一种基于杠杆原理的具有位移放大机制的新型粘弹性阻尼器,以实现小位移但高消能能力的目标。首先,简要介绍了放大粘弹性阻尼器(AVED)系统的结构布局,然后详细说明了其位移放大效果。根据 AVED 的工作原理以及实际框架结构中力与几何位移的关系,推导出相应放大阻尼器的恢复力理论公式。根据 AVED 的恢复力,结合 ABAQUS 单元的二次开发功能,用 FORTRAN 语言编写了适合显式算法的 VUEL 子程序。然后,通过对 ABAQUS 仿真结果和理论计算结果进行对比分析,验证子程序的正确性。随后,利用增量动力分析(IDA)方法对高层钢框架结构进行了易损性分析,并从概率统计的角度定量分析了 AVED 对钢框架结构抗震性能的影响。分析结果表明,与 VED 结构相比,AVED-2 和 AVED-3 结构在各级达到极限破坏状态的破坏概率分别降低了约 43% 和 57%,结构在大地震下的倒塌裕度比(CMR)分别提高了约 35% 和 68%。这表明在随机地震激励下,带位移放大阻尼器的 AVED 结构对高层钢框架结构的抗震稳定性具有更好的效果。本研究旨在为地震多发地区高层建筑的抗震设计提供全面的信息。
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引用次数: 0
Finite element analysis of precast concrete beam‐column joint based on bolt connection 基于螺栓连接的预制混凝土梁柱连接有限元分析
Pub Date : 2024-05-13 DOI: 10.1002/tal.2130
Jingbin Xu, Hao Li, Yu Zhang
SummaryA novel proposal for an assembled bolted joint between a precast reinforced concrete beam and column is presented in this paper. In order to evaluate the behavior of the joint, a comprehensive experiment was carried out on a full‐scale precast concrete beam‐column joint based on bolted connection subjected to pseudo‐static loading. The experiment aims to investigate the failure mode, load carrying capacity, and energy dissipation characteristics of the joint. To further understand the performance of the joint, a finite element model was developed using ABAQUS. The difference in failure mode and ultimate bearing capacity between the bolted joints and cast‐in‐situ joints were analyzed in conjunction with the experimental results. Moreover, the impact of various parameters on the performance of the bolted joints was quantified. The characteristics of the bolted joints, such as the span‐depth ratio, reinforcement ratio of the beam, the stirrup ratio at the beam‐column junction, T‐end length, and the bolt strength grade, were meticulously analyzed through an examination of bearing capacity curve, stiffness degradation patterns, and energy dissipation capability. The results show that, in comparison with the traditional cast‐in‐situ joints, the damage failure extent exhibited by the bolted joints is notably smaller, thereby rendering it more advantageous for seismic restoration and replacement. Furthermore, the span‐depth ratio, reinforcement ratio of the beam, and the stirrup ratio have a greater influence on the seismic performance of bolted joints than the T‐end length and bolt strength grade.
摘要 本文提出了预制钢筋混凝土梁和柱之间装配式螺栓连接的新方案。为了评估该连接件的行为,我们对基于螺栓连接的全尺寸预制混凝土梁柱连接件进行了假静力加载综合实验。实验旨在研究接头的失效模式、承载能力和耗能特性。为进一步了解接头的性能,使用 ABAQUS 建立了有限元模型。结合实验结果,分析了螺栓连接和现浇连接在失效模式和极限承载能力方面的差异。此外,还量化了各种参数对螺栓连接性能的影响。通过研究承载力曲线、刚度退化模式和耗能能力,细致分析了螺栓连接的特性,如跨深比、梁的配筋比、梁柱交界处的箍筋比、T 端长度和螺栓强度等级。结果表明,与传统的现浇连接相比,螺栓连接的破坏程度明显较小,因此在抗震修复和替换方面更具优势。此外,与 T 端长度和螺栓强度等级相比,跨深比、梁的配筋率和箍筋率对螺栓连接抗震性能的影响更大。
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引用次数: 0
Development and validation of graphics‐based digital twin framework for UAV‐aided post‐earthquake inspection of high‐rise buildings 为无人机辅助高层建筑震后检测开发和验证基于图形的数字孪生框架
Pub Date : 2024-05-10 DOI: 10.1002/tal.2127
Jingjing Wang, Yongjingbang Wu, Shuo Wang, Yasutaka Narazaki, Hai Liu, Billie F. Spencer
SummaryTraditional post‐earthquake inspection of civil infrastructure is conducted manually, taking a considerable amount of time and often putting inspectors in harm's way. This problem is exacerbated in modern cities, where millions of people can be left homeless until their residences are deemed safe to reinhabit. Image collection enabled by commercial unmanned aerial vehicles (UAVs) combined with computer vision‐based techniques has provided an alternative with high potential for rapid post‐earthquake inspection. However, the extracted images of the damage alone are inadequate to evaluate the system‐level safety condition of a structure. The quality of the visual information also heavily relies on the effectiveness of the UAV inspection scheme which is susceptible to environmental uncertainties. To this end, a graphics‐based digital twin (GBDT) framework is developed for UAV‐aided post‐earthquake inspection of high‐rise buildings and validated using a high‐rise building in Guangzhou, China. The GBDT is comprised of a finite element (FE) model and a photorealistic computer graphics (CG) model, with the latter being informed by the former, jointly providing as a comprehensive virtual representation of the structure so that every step of the post‐earthquake inspection procedure can be planned and evaluated virtually. First, to avoid the cumbersome nature of constructing the graphical representation of the numerous components in high‐rise buildings, the CG model in the GBDT is created by automatically importing structural components from the FE model and adding nonstructural components according to the dimensions of the as‐built structure. This fast modeling process as well as the accuracy of the virtual presentation are validated by point cloud comparisons between the CG model and the as‐built structure. Subsequently, the GBDT is used to showcase the evaluation of UAV flight schemes for post‐earthquake inspection of high‐rise buildings. To shorten flight time and place more emphasis on potential damage, FE analysis is conducted to determine the earthquake‐induced damage locations. Consistent damage hotspots are then marked on the CG model, along with restrictions from the real environment such as obstacles, weak satellite signal, wind speed, and lighting conditions considered in the synthetic environment. Finally, applying the synthetic environment as the testbed, three UAV‐aided inspection schemes are implemented virtually and the best UAV flight scheme is determined for the assumed field inspection. This example demonstrates the flexibility of the GBDT in representing the real‐world structure and environmental conditions and its efficacy in assisting decision making for rapid and effective structural inspection in the aftermath of an earthquake.
摘要传统的震后民用基础设施检查都是人工进行的,不仅耗费大量时间,检查人员还经常处于危险之中。在现代城市中,这一问题更加严重,数百万人可能无家可归,直到他们的住所被认为可以重新居住。商用无人飞行器(UAV)结合计算机视觉技术实现的图像采集为震后快速检查提供了一种极具潜力的替代方法。然而,仅靠提取的受损图像不足以评估结构的系统级安全状况。视觉信息的质量还在很大程度上取决于无人机检测方案的有效性,而无人机检测方案很容易受到环境不确定性的影响。为此,我们开发了一个基于图形的数字孪生(GBDT)框架,用于无人机辅助的高层建筑震后检测,并利用中国广州的一栋高层建筑进行了验证。GBDT 由一个有限元(FE)模型和一个逼真的计算机图形(CG)模型组成,后者由前者提供信息,共同提供一个全面的结构虚拟表征,以便对震后检测程序的每一步进行虚拟规划和评估。首先,为避免高层建筑中众多构件图形化表达的繁琐,GBDT 中的 CG 模型是通过自动从 FE 模型中导入结构构件,并根据竣工结构的尺寸添加非结构构件来创建的。CG 模型与竣工结构之间的点云对比验证了这一快速建模过程以及虚拟展示的准确性。随后,GBDT 被用于展示高层建筑震后检测无人机飞行方案的评估。为了缩短飞行时间并更加重视潜在的损坏,我们进行了有限元分析,以确定地震引起的损坏位置。然后在 CG 模型上标出一致的破坏热点,同时考虑到合成环境中的障碍物、弱卫星信号、风速和光照条件等真实环境的限制。最后,将合成环境作为测试平台,虚拟实施三种无人机辅助检测方案,并为假定的现场检测确定最佳无人机飞行方案。这个例子展示了 GBDT 在表现真实世界结构和环境条件方面的灵活性,以及它在地震后协助决策制定快速有效的结构检测方面的功效。
{"title":"Development and validation of graphics‐based digital twin framework for UAV‐aided post‐earthquake inspection of high‐rise buildings","authors":"Jingjing Wang, Yongjingbang Wu, Shuo Wang, Yasutaka Narazaki, Hai Liu, Billie F. Spencer","doi":"10.1002/tal.2127","DOIUrl":"https://doi.org/10.1002/tal.2127","url":null,"abstract":"SummaryTraditional post‐earthquake inspection of civil infrastructure is conducted manually, taking a considerable amount of time and often putting inspectors in harm's way. This problem is exacerbated in modern cities, where millions of people can be left homeless until their residences are deemed safe to reinhabit. Image collection enabled by commercial unmanned aerial vehicles (UAVs) combined with computer vision‐based techniques has provided an alternative with high potential for rapid post‐earthquake inspection. However, the extracted images of the damage alone are inadequate to evaluate the system‐level safety condition of a structure. The quality of the visual information also heavily relies on the effectiveness of the UAV inspection scheme which is susceptible to environmental uncertainties. To this end, a graphics‐based digital twin (GBDT) framework is developed for UAV‐aided post‐earthquake inspection of high‐rise buildings and validated using a high‐rise building in Guangzhou, China. The GBDT is comprised of a finite element (FE) model and a photorealistic computer graphics (CG) model, with the latter being informed by the former, jointly providing as a comprehensive virtual representation of the structure so that every step of the post‐earthquake inspection procedure can be planned and evaluated virtually. First, to avoid the cumbersome nature of constructing the graphical representation of the numerous components in high‐rise buildings, the CG model in the GBDT is created by automatically importing structural components from the FE model and adding nonstructural components according to the dimensions of the as‐built structure. This fast modeling process as well as the accuracy of the virtual presentation are validated by point cloud comparisons between the CG model and the as‐built structure. Subsequently, the GBDT is used to showcase the evaluation of UAV flight schemes for post‐earthquake inspection of high‐rise buildings. To shorten flight time and place more emphasis on potential damage, FE analysis is conducted to determine the earthquake‐induced damage locations. Consistent damage hotspots are then marked on the CG model, along with restrictions from the real environment such as obstacles, weak satellite signal, wind speed, and lighting conditions considered in the synthetic environment. Finally, applying the synthetic environment as the testbed, three UAV‐aided inspection schemes are implemented virtually and the best UAV flight scheme is determined for the assumed field inspection. This example demonstrates the flexibility of the GBDT in representing the real‐world structure and environmental conditions and its efficacy in assisting decision making for rapid and effective structural inspection in the aftermath of an earthquake.","PeriodicalId":501238,"journal":{"name":"The Structural Design of Tall and Special Buildings","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140940844","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Tornado‐induced vibration assessment of construction elevator attached to high‐rise buildings 高层建筑施工电梯龙卷风引起的振动评估
Pub Date : 2024-05-10 DOI: 10.1002/tal.2129
Zheng He, Maoxing Gao, Tian Liang, Xiao Lai, Yi Lu, Feng Pan
SummaryAs one of major construction facilities, the safety concern about elevator outer‐attached to slender high‐rise buildings during construction needs to be seriously addressed. To specifically identify the risk of such slender building–elevator systems in extreme tornado wind field, a safety assessment strategy using the critical velocity envelope is systematically developed. To overcome the difficulties in modeling such building–elevator system, a modified generalized flexural‐shear model developed previously was employed to reach an efficient estimate on the response of a case high‐rise building under simulated tornado wind excitations. To account for the effect of the flexibility of high‐rise building on the response of its attached construction elevator, the response of the elevator was obtained by finite element analysis with applied wind forces, as well as the displacement excitations at its supports with the building. To simulate the typical failure modes of elevator in all states, some critical reference velocity‐based envelopes were generated for the safety assessment where the factors of wind velocity, wind direction, and cage level are systematically addressed. The safety envelopes of the building–elevator system were proved to be instinctively efficient for the assessment of its wind resistance under various scenarios.
摘要 作为主要建筑设施之一,细长型高层建筑外附着电梯在施工过程中的安全问题亟待解决。为了具体识别此类细长建筑-电梯系统在极端龙卷风风场中的风险,系统地开发了一种使用临界速度包络的安全评估策略。为了克服此类建筑-电梯系统建模的困难,采用了之前开发的改进型广义挠曲-剪切模型,对案例中的高层建筑在模拟龙卷风风激励下的响应进行了有效估算。为了考虑高层建筑的柔性对其附属建筑电梯响应的影响,通过有限元分析获得了电梯在风力作用下的响应,以及电梯与建筑之间支撑处的位移激励。为了模拟电梯在所有状态下的典型失效模式,生成了一些基于临界参考风速的安全评估包络,其中系统地考虑了风速、风向和笼层等因素。事实证明,建筑-电梯系统的安全围护结构在评估各种情况下的抗风能力时非常有效。
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引用次数: 0
Building pose detection for the characterization of reinforced concrete buildings 检测建筑物姿态以确定钢筋混凝土建筑物的特征
Pub Date : 2024-05-08 DOI: 10.1002/tal.2120
Lissette Iturburu, Xiaoyu Liu, Xin Zhang, Benjamin E. Wogen, Juan Nicolas Villamizar, Shirley J. Dyke, Julio Ramirez, Jongseong Brad Choi, Gianella Valencia, Sergio M. Alcocer
SummaryThe automated identification of building characteristics for seismic vulnerability remains a challenge for governments due to the high number of buildings in cities. The diverse architectural styles of these buildings complicate the automated identification of building information (e.g., number of stories, structural system, and material type). Deep learning techniques lose accuracy as they generalize information, while the visual contents of a building exhibit a considerable range and diversity. This study leverages the pose detection technique to tackle such issues by focusing on a common construction style: reinforced concrete buildings representing columns, beams, or floors on the façade. With an aim to enable the assessment of seismic vulnerability, the technique developed herein is conceived for buildings with up to six stories that are more likely to be moment‐frame buildings. The AI‐enabled proposed framework starts with collecting building images and categorizing those containing this specific building type. A bounding box detector is then used to isolate building facades, for the subsequent identification of the structural frame with the High‐Resolution Network (HR‐Net). For demonstration, we illustrate this technique by identifying the structural frame on concrete buildings with a sample dataset developed based on buildings found in Mexico City in a pre‐earthquake event state.
摘要由于城市中的建筑物数量众多,自动识别建筑物的地震脆弱性特征仍然是政府面临的一项挑战。这些建筑物的建筑风格多种多样,使得建筑物信息(如层数、结构系统和材料类型)的自动识别变得更加复杂。深度学习技术在概括信息时会失去准确性,而建筑物的视觉内容却呈现出相当大的范围和多样性。本研究利用姿态检测技术来解决这些问题,重点关注一种常见的建筑风格:钢筋混凝土建筑,在外立面上表现柱、梁或楼层。为了对地震脆弱性进行评估,本文开发的技术适用于最多六层的建筑,这些建筑更有可能是矩形框架建筑。所提出的人工智能框架首先要收集建筑图像,并对包含这种特定建筑类型的图像进行分类。然后使用边界框检测器隔离建筑物外墙,以便随后使用高分辨率网络(HR-Net)识别结构框架。为了进行演示,我们使用基于墨西哥城地震前状态下的建筑物开发的样本数据集来识别混凝土建筑物的结构框架,以此来说明这项技术。
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引用次数: 0
Cost optimization of tall buildings having tube composite columns using social spider algorithm 利用社会蜘蛛算法优化管柱复合高层建筑的成本
Pub Date : 2024-05-08 DOI: 10.1002/tal.2122
Ahmed Paksoy, Ibrahim Aydogdu, Alper Akin
SummaryThis study aims to develop an algorithmic approach to obtain optimum designs for tall buildings having composite columns and investigate the material cost advantages of these buildings over steel structures. The social spider optimization (SSO) algorithm, a new meta‐heuristic optimization method that has shown promising results in optimizing frame structures, was used to obtain the optimum designs. Concrete‐filled steel tube sections were chosen for composite columns. To define the optimization problem, we considered the material cost of the structure as the objective function, the size of columns (strength, deflection, drift, and geometric limitations) as the constraint functions, and ready steel sections as the design variables. We tested eight different frame structures of varying heights and irregularities to analyze how cost varied according to these parameters. Our results demonstrate that composite columns are a more cost‐effective option than steel structures, even for buildings that are not considered high rises. We found that the difference in cost between the two types of structures increases with building height and irregularity. Additionally, our optimization algorithm was unable to find feasible designs for steel structures taller than 180 m using ready steel profiles.
摘要 本研究旨在开发一种算法方法,以获得具有复合柱的高层建筑的最佳设计,并研究这些建筑相对于钢结构的材料成本优势。社会蜘蛛优化(SSO)算法是一种新的元启发式优化方法,在优化框架结构方面显示出良好的效果。复合支柱选用混凝土填充钢管截面。为了确定优化问题,我们将结构的材料成本视为目标函数,将柱的尺寸(强度、挠度、漂移和几何限制)视为约束函数,并将准备好的钢截面视为设计变量。我们测试了八种不同高度和不规则的框架结构,分析了成本如何随这些参数的变化而变化。我们的结果表明,与钢结构相比,复合柱是一种更具成本效益的选择,即使对于不被视为高层建筑的建筑物也是如此。我们发现,这两种结构的成本差异会随着建筑高度和不规则程度的增加而增大。此外,对于高度超过 180 米的钢结构,我们的优化算法无法使用现成的型钢找到可行的设计。
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引用次数: 0
Experimental investigation on the thermal behavior of two typical stainless steel roof systems 两种典型不锈钢屋顶系统热行为的实验研究
Pub Date : 2024-05-06 DOI: 10.1002/tal.2121
Cholap Chong, Zhiyong Xin, Mingming Wang, Bao Chen, Jinghao Liang
SummaryUnder long‐term exposure to solar radiation and temperature difference, metal roof systems produce a noticeable thermal behavior. The thermal behavior experiment of two typical metal roof systems in engineering was studied. The temperature stress and displacement of the two typical metal roof systems under different influencing factors are compared and analyzed. The results show that the thermal behavior of the stainless steel roof system is significant. The peak stress accounts for about 69.9% of the stainless steel yield strength, and the peak displacement accounts for 3/3500 of the slab span. The loading rate and temperature difference greatly influence the thermal behavior of the two typical roof systems. The maximum influence of temperature difference and loading rate on the thermal behavior is 77.8% and 67.3%, respectively. The holding temperature time has a minor influence on the thermal behavior of the two typical roof systems, and the maximum influence range is less than 7%. The research conclusions provide a valuable reference for the thermal design of metal roof systems.
摘要在太阳辐射和温差的长期作用下,金属屋顶系统会产生明显的热行为。研究了工程中两种典型金属屋面系统的热行为实验。对比分析了两种典型金属屋顶系统在不同影响因素下的温度应力和位移。结果表明,不锈钢屋顶系统的热行为显著。峰值应力约占不锈钢屈服强度的 69.9%,峰值位移约占板跨的 3/3500。荷载率和温差对两种典型屋顶系统的热行为影响很大。温差和加载速率对热行为的最大影响分别为 77.8% 和 67.3%。保温时间对两种典型屋顶系统的热行为影响较小,最大影响范围小于 7%。研究结论为金属屋顶系统的热设计提供了有价值的参考。
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引用次数: 0
Optimal sensor placement for joint reconstruction of multiscale responses and unknown inputs using modal Kalman filter 使用模态卡尔曼滤波器联合重建多尺度响应和未知输入的最佳传感器位置
Pub Date : 2024-05-06 DOI: 10.1002/tal.2125
Jia He, Zhuohui Tong, Xiaoxiong Zhang, Zhengqing Chen
SummaryMany optimal sensor placement (OSP) techniques have been developed basing on known external loads. However, it is often difficult to obtain excitation measurements. Therefore, the development of OSP under unknown inputs (OSP‐UI) is desirable. In this paper, based on modal Kalman filter (MKF), an OSP‐UI approach (MKF‐OSP‐UI) is proposed for optimally determining the number and locations of multitype sensors with the aim of minimizing the reconstructed responses errors. An MKF‐based approach previously developed by the authors is first employed for estimating multiscale structural responses and unknown loads. Then, an error covariance matrix is defined as a measure of the differences between the reconstructed responses and the corresponding actual ones. By using the covariance matrix of measurement noise for normalization, the ill‐conditioning problem caused by data fusion of multiscale responses is avoided. The sensors that have few contributions to the reconstructed responses are removed from the candidate set during iteration procedure. The sensor placement is finally determined when the estimation errors are below the preset level. Numerical results show that the sensor configuration determined by the proposed approach has a better performance on the joint estimation of multiscale responses and unknown inputs, as compared with that determined by experience.
摘要 已开发出许多基于已知外部负载的最佳传感器位置(OSP)技术。然而,通常很难获得激励测量值。因此,开发未知输入下的 OSP(OSP-UI)是可取的。本文以模态卡尔曼滤波器(MKF)为基础,提出了一种 OSP-UI 方法(MKF-OSP-UI),用于优化确定多类型传感器的数量和位置,目的是最大限度地减少重建响应误差。首先采用作者之前开发的基于 MKF 的方法来估计多尺度结构响应和未知载荷。然后,将误差协方差矩阵定义为重建响应与相应实际响应之间差异的度量。通过使用测量噪声协方差矩阵进行归一化处理,可以避免多尺度响应数据融合时产生的条件不良问题。在迭代过程中,对重建响应贡献小的传感器会从候选集中剔除。当估计误差低于预设水平时,最终确定传感器的位置。数值结果表明,在多尺度响应和未知输入的联合估算中,与根据经验确定的传感器配置相比,建议方法确定的传感器配置具有更好的性能。
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The Structural Design of Tall and Special Buildings
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