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Spurious learning and bouncing back: Resilience and simulation modelling applied to the COVID-19 pandemic 虚假学习和反弹:应用于COVID-19大流行的弹性和模拟模型
Pub Date : 2025-06-01 DOI: 10.1016/j.rcns.2025.06.002
Ashraf Labib
This paper aims to provide a window opportunity to share a reflection and learning from different countries and from other disciplines with the focus on resilience. There is also an attempt to theorize the concept of learning from spurious success and failure in the context of COVID-19. The main emphasis is to provide understanding of the causal factors and the identification of improved measures and modelling approaches to prevent and mitigate against future pandemics. Proposed decision tools of resilience and bowtie modelling as enablers for decision makers to prevent hazards and protect against their consequences.
本文旨在提供一个窗口机会,分享来自不同国家和其他学科的反思和学习,重点关注弹性。还有人试图在新冠疫情背景下,将“从虚假的成功和失败中学习”的概念理论化。主要重点是提供对因果因素的了解,并确定预防和减轻未来流行病的改进措施和建模方法。建议决策工具的弹性和领结模型,使决策者能够防止危害和防止其后果。
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引用次数: 0
Hybrid machine learning-enabled multivariate bridge-specific seismic vulnerability and resilience assessment of UHPC bridges 基于混合机器学习的UHPC桥梁多变量地震脆弱性和恢复力评估
Pub Date : 2025-06-01 DOI: 10.1016/j.rcns.2025.05.001
Tadesse G. Wakjira , M. Shahria Alam
Efficient seismic vulnerability and resilience assessment is essential for ultra-high-performance concrete (UHPC) bridges, given their distinctive mechanical and structural properties. However, existing single-parameter-based probabilistic seismic demand (PSD) models overlook critical bridge‐specific characteristics and uncertainties. Besides, studies on seismic vulnerability and resilience assessment of UHPC bridges are scarce. Thus, this study proposes a hybrid machine learning (ML)-enabled multivariate bridge-specific seismic vulnerability and resilience assessment framework for UHPC bridges. Key design parameters and associated uncertainties are identified, and a Latin Hypercube Sampling (LHS) technique is employed to establish a representative UHPC bridge database, which is used to develop a hybrid ML model-based multivariate PSD model. A comparative analysis with the conventional PSD model, as well as widely used ML algorithms, demonstrated that the proposed PSD model achieves the highest predictive performance, characterized by the highest coefficient of determination and lowest prediction errors. Additionally, SHapley Additive exPlanation (SHAP) analysis is used to investigate the effect of different parameters on the PSD of UHPC bridges. The results of SHAP show the peak ground acceleration (PGA) as the most important factor, followed by bridge span and column diameter. The hybrid ML-enabled multi-variate bridge-specific fragility analysis results are used to investigate the functionality recovery and resilience of the bridge, which demonstrate the reduction in the residual functionality and overall bridge resilience with the increase in the ground motion intensity.
鉴于高性能混凝土(UHPC)桥梁独特的力学和结构特性,高效的地震易损和恢复评估对其至关重要。然而,现有的基于单参数的概率地震需求(PSD)模型忽略了桥梁特定的关键特征和不确定性。此外,对UHPC桥梁的地震易损性和恢复力评价研究较少。因此,本研究提出了一个混合机器学习(ML)支持的UHPC桥梁多变量特定桥梁地震脆弱性和恢复力评估框架。在确定关键设计参数和相关不确定性的基础上,采用拉丁超立方体采样(LHS)技术建立了具有代表性的UHPC桥接数据库,并利用该数据库建立了基于混合ML模型的多元PSD模型。通过与传统的PSD模型以及广泛使用的ML算法的对比分析,表明本文提出的PSD模型具有最高的决定系数和最低的预测误差,具有最高的预测性能。此外,采用SHapley加性解释(SHAP)分析方法研究了不同参数对UHPC桥梁PSD的影响。SHAP结果表明,峰值地加速度(PGA)是最重要的影响因素,其次是桥梁跨度和柱径。基于混合机器学习的多变量桥梁脆弱性分析结果用于研究桥梁的功能恢复和恢复力,结果表明,随着地震动强度的增加,桥梁的剩余功能和整体恢复力会降低。
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引用次数: 0
Influence of testbed characteristics on community resilience using agent-based modeling 基于智能体建模的试验台特征对社区弹性的影响
Pub Date : 2025-06-01 DOI: 10.1016/j.rcns.2025.05.002
Xu Han , Maria Koliou
There has been a large increase in the number of days per year with numerous EF1-EF5 tornadoes. Given the significant damage incurred by tornadoes upon communities, community resilience analyses for tornado-stricken communities have been gaining momentum. As the community resilience analysis aims to guide how to lay out effective hazard mitigation strategies to decrease damage and improve recovery, a comprehensive and accurate approach is necessary. Agent-based modeling, an analysis approach in which different types of agents are created with their properties and behavior clearly defined to simulate the processes of those agents in an external environment, is the most comprehensive and accurate approach so far to conducting community resilience simulations and investigating the decision-making for mitigation and recovery under natural hazards. In this paper, agent-based models (ABMs) are created to simulate the recovery process of a virtual testbed based on the real-world community in Joplin City, MO. The tornado path associated with the real-world tornado event that occurred in May 2011 is adopted in the tornado hazard modeling for the Joplin testbed. In addition, agent-based models are created for another virtual community in the Midwest United States named Centerville using an assumed tornado scenario of the same EF-scale as that in Joplin. The effects of hazard mitigation strategies on the two communities are also explored. A comparison between the analysis results of these two testbeds can indicate the influence of the characteristics of a tornado-prone community on the resilience of the community as well as on the effects of hazard mitigation strategies. It is observed that a community's level of development significantly impacts the tornado resilience. In addition, the effects of a specific type of hazard mitigation strategy on the recovery process are contingent upon testbed characteristics.
每年出现EF1-EF5级龙卷风的天数大幅增加。鉴于龙卷风对社区造成的重大破坏,对龙卷风袭击社区的社区恢复力分析已经获得了动力。由于社区复原力分析的目的是指导如何制定有效的减灾战略,以减少损失和改善恢复,因此有必要采取全面和准确的方法。基于主体的建模是一种分析方法,其中创建不同类型的主体,并明确定义其属性和行为,以模拟这些主体在外部环境中的过程,这是迄今为止进行社区复原力模拟和调查自然灾害下减轻和恢复决策的最全面和准确的方法。本文建立了基于agent的模型(ABMs),模拟了基于密苏里州Joplin市真实社区的虚拟试验台的恢复过程。在对Joplin试验台的龙卷风危害建模中,采用了与2011年5月发生的真实龙卷风事件相关联的龙卷风路径。此外,为美国中西部另一个名为Centerville的虚拟社区创建了基于代理的模型,使用与Joplin相同的ef级龙卷风场景。还探讨了减灾战略对这两个社区的影响。将两个试验台的分析结果进行比较,可以表明龙卷风易发社区的特征对社区恢复力的影响,以及对减灾策略效果的影响。我们观察到,一个社区的发展水平显著影响龙卷风的恢复能力。此外,特定类型的减灾战略对恢复过程的影响取决于试验台的特点。
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引用次数: 0
Seismic performance evaluation of mass timber buildings equipped with resilient and conventional friction devices 装有弹性和常规摩擦装置的大质量木结构建筑抗震性能评价
Pub Date : 2025-06-01 DOI: 10.1016/j.rcns.2025.06.001
Ashkan Hashemi, Rajnil Lal
The application of mass timber elements in different structures has gained publicity over the last few years, primarily due to climate change adaptation policies and net zero carbon targets. Timber is a renewable construction material that can outperform other building materials regarding environmental impact. However, when used in seismically active regions, its application has been limited due to the uncertainties on their seismic behaviour in respect with different design standards and limited ductility in conventional connections. Conventional timber connections typically suffer from stiffness and strength degradation under cyclic loads. Their repairability is also low due to permanent damage in the fasteners and the associated crushing in the wood fibres. The use of friction connections can be an efficient way to mitigate these issues. They offer many advantages as they are economical and yet provide a high level of reliable and continuous energy dissipation. In recent years, a new generation of friction connections has been developed that can provide self-centring behaviour (i.e., the ability of the structure to return to its original position at the end of an earthquake). However, how these connections perform compared to a mass timber system with conventional timber connections is still unknown.
Several studies in the literature have suggested that these connections can enhance the performance of mass timber structures. However, the seismic performance of such systems specifically in terms of base shear, response drifts and response accelerations—has not been thoroughly investigated. This paper examines various design aspects of conventional friction connections and self-centring friction connections, providing insights into their differences concerning key seismic performance indicators. It compares the seismic performance of mass timber buildings equipped with both solutions, highlighting their advantages and limitations and drawing conclusions based on the results. The key findings are that friction connections can provides a superior seismic performance for timber structures. However, that may need to be combined with a parallel system avoid residual displacements.
在过去的几年里,由于气候变化适应政策和净零碳目标,大量木材元素在不同结构中的应用已经得到了宣传。木材是一种可再生的建筑材料,在环境影响方面优于其他建筑材料。然而,当用于地震活跃区域时,由于不同设计标准对其地震性能的不确定性以及传统连接的延展性有限,其应用受到限制。在循环荷载作用下,传统的木材连接件通常存在刚度和强度退化的问题。由于紧固件的永久性损坏和木纤维的相关破碎,它们的可修复性也很低。使用摩擦连接是缓解这些问题的有效方法。它们提供了许多优点,因为它们既经济又提供了高水平的可靠和持续的能量消耗。近年来,新一代的摩擦连接已经被开发出来,可以提供自中心行为(即结构在地震结束时恢复到原始位置的能力)。然而,与具有传统木材连接的大型木材系统相比,这些连接的性能如何仍然未知。文献中的几项研究表明,这些连接可以提高大型木结构的性能。然而,这种体系的抗震性能,特别是在基底剪切、响应漂移和响应加速度方面,还没有得到彻底的研究。本文研究了传统摩擦连接和自定心摩擦连接的各个设计方面,分析了它们在关键抗震性能指标方面的差异。比较了两种解决方案的大质量木结构建筑的抗震性能,突出了它们的优点和局限性,并根据结果得出结论。主要发现是摩擦连接可以为木结构提供优越的抗震性能。然而,这可能需要与并联系统相结合,以避免剩余位移。
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引用次数: 0
Advancing urban resilience with modular construction: An integrated sustainability assessment framework 利用模块化建筑提高城市抗灾能力:综合可持续性评估框架
Pub Date : 2025-04-22 DOI: 10.1016/j.rcns.2025.02.006
Mohammad Kamali , Kasun Hewage , Anber Rana , Shahria Alam , Rehan Sadiq
Given the rapid growth of sustainable construction strategies globally and the importance of resiliency in civil infrastructure, it is crucial to adopt best practices. Modular construction is one such practice and is considered a better alternative to conventional construction in terms of resilience, construction times, resource efficiency, and sustainability. However, the continued expansion of modular construction relies on quantifying and evaluating its sustainability and the purported benefits. This paper develops and checks feasibility through an integrated multi-level decision support framework to empirically evaluate the sustainability performances of single-family residential modular homes. Criteria and indicator development and calculation, benchmark scale establishment, quantitative and qualitative data collection from literature and surveys, and multi-criteria decision analysis are unique aspects of this framework. The results of the two case studies located in the Okanagan region, Canada showed that modular homes perform at a higher level of sustainability than their conventional counterparts across multiple metrics and levels related to environmental and economic factors. The modular homes scored eco-efficiency values of 62.5 and 56.0, respectively and fell into higher performance range. The proposed framework offers flexibility in examining different dimensions of sustainability, providing valuable insights into the key parameters that need to be addressed to enhance overall sustainability. This research, which integrates life cycle thinking and decision-making, helps the construction industry and, municipalities, governments, and policymakers in making informed decisions on the selection of suitable construction methods in city developments and move towards a more resilient and sustainable sector.
鉴于全球可持续建筑战略的快速增长以及民用基础设施弹性的重要性,采用最佳实践至关重要。模块化建筑就是这样一种实践,在弹性、施工时间、资源效率和可持续性方面被认为是传统建筑的更好选择。然而,模块化建筑的持续扩张依赖于量化和评估其可持续性和所谓的效益。本文通过一个集成的多层次决策支持框架,开发并检验了单户住宅模块化可持续发展绩效实证评价的可行性。标准和指标的制定和计算,基准规模的建立,从文献和调查中收集定量和定性数据,以及多标准决策分析是该框架的独特方面。位于加拿大奥肯那根地区的两个案例研究结果表明,模块化住宅在与环境和经济因素相关的多个指标和水平上比传统住宅具有更高的可持续性。模块化住宅的生态效率值分别为62.5和56.0,属于较高的性能范围。拟议的框架在审查可持续性的不同方面提供了灵活性,为提高整体可持续性需要解决的关键参数提供了宝贵的见解。本研究整合了生命周期思维和决策,有助于建筑行业、市政当局、政府和决策者在城市发展中选择合适的建筑方法,做出明智的决策,并朝着更具弹性和可持续性的方向发展。
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引用次数: 0
Life-cycle thinking and performance-based design of bridges: A state-of-the-art review 生命周期思维和基于性能的桥梁设计:最新研究综述
Pub Date : 2025-04-18 DOI: 10.1016/j.rcns.2025.03.003
Alaa Al Hawarneh , M. Shahria Alam , Rajeev Ruparathna , Stavroula J. Pantazopoulou
Given the growing emphasis on life-cycle analysis in bridge design, the design community is transitioning from the concept of performance-based design in structural engineering to a performance-based design approach within a life-cycle context. This approach considers various indicators, including cost, environmental impact, and societal factors when designing bridges. This shift enables a comprehensive assessment of structural resilience by examining the bridge's ability to endure various hazards throughout its lifespan. This study provides a comprehensive review of two key research domains that have emerged in the field of bridge life-cycle analysis, namely life-cycle sustainability (LCS) and life-cycle performance (LCP). The discussion on the LCS of bridges encompasses both assessment-based and optimization-based studies, while the exploration of LCP focuses on research examining structures subjected to deterioration over their service life due to deprecating phenomena such as corrosion and relative humidity changes, as well as extreme hazards like earthquakes and floods. Moreover, this study discusses the integration between LCS and LCP, highlighting how combined consideration of these factors can minimize damage costs, improve resiliency, and extend the lifespan of the structure. A detailed evaluation encompasses various life-cycle metrics, structural performance indicators, time-dependent modelling techniques, and analysis methods proposed in the literature. Additionally, the research identifies critical gaps and trends in life-cycle analysis within the realm of bridge engineering, providing a concise yet thorough overview for advancing considerations in the life-cycle design of bridges.
鉴于在桥梁设计中越来越强调生命周期分析,设计界正在从结构工程中的基于性能的设计概念过渡到基于寿命周期的设计方法。这种方法在设计桥梁时考虑了各种指标,包括成本、环境影响和社会因素。这种转变可以通过检查桥梁在其整个使用寿命中承受各种危险的能力来全面评估结构弹性。本研究对桥梁全生命周期分析中出现的两个关键研究领域,即全生命周期可持续性(LCS)和全生命周期性能(LCP)进行了全面综述。关于桥梁LCS的讨论包括基于评估和基于优化的研究,而LCP的探索侧重于研究结构在其使用寿命期间由于腐蚀和相对湿度变化等不良现象以及地震和洪水等极端灾害而恶化的研究。此外,本研究还讨论了LCS和LCP之间的整合,强调了如何将这些因素结合起来考虑,从而最大限度地降低损伤成本,提高弹性,延长结构的寿命。详细的评估包括各种生命周期指标、结构性能指标、时间相关建模技术和文献中提出的分析方法。此外,该研究确定了桥梁工程领域生命周期分析的关键差距和趋势,为推进桥梁生命周期设计的考虑提供了简明而全面的概述。
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引用次数: 0
An innovative connection system for platform-type mass timber buildings 平台式大规模木结构建筑的创新连接系统
Pub Date : 2025-04-12 DOI: 10.1016/j.rcns.2025.03.004
Rajnil Lal, Ashkan Hashemi, Pierre Quenneville
Platform-style construction is a widely recognized and well-established approach among engineers and developers for multi-story mass timber buildings. This construction method offers many advantages, such as rapid assembly, an excellent strength-to-weight ratio, and appealing aesthetic features. In a platform-type construction, each story is constructed by placing the floor panels on top of the load-bearing wall, creating a platform for the level above. Although this method offers numerous advantages, recent research findings have revealed that cross-laminated (CLT) platform buildings with conventional connections, such as wall-to-floor hold-down brackets and shear connectors with nails and screws, are prone to experience a high degree of damage under design-level earthquakes. Consequently, conventional connections in platform-type construction are vulnerable to more damage under aftershocks and do not meet the damage avoidance requirements of seismic design. This paper introduces an innovative floor-to-wall connection for a platform-type low-rise mass timber building that mitigates the limitations of conventional connections. The effectiveness of the proposed connection has been investigated, and the seismic performance of the system, which incorporates the proposed connection, has been outlined in this paper. A numerical model with an innovative inter-story isolation system is developed in ETABS, and the seismic performance of the isolated structure was evaluated using Response Spectrum Analysis (RSA) and Nonlinear Time History Analysis (NLTHA). This study revealed that inter-story isolation systems significantly reduced the seismic demands on the mass timber components, demonstrating the system's ability to dissipate seismic energy. Additionally, the system displayed effective energy dissipation while exhibiting self-centering behaviour.
平台式结构是工程师和开发商广泛认可和建立的多层木结构建筑方法。这种构造方法具有许多优点,如快速组装、优异的强度重量比和吸引人的美学特征。在平台型建筑中,每一层都是通过将地板放置在承重墙的顶部来构建的,为上面的楼层创造了一个平台。虽然这种方法有许多优点,但最近的研究结果表明,采用传统连接方式的交叉层压(CLT)平台建筑,如墙到楼的固定支架和带有钉子和螺钉的剪切连接器,在设计级地震下容易遭受高度破坏。因此,在余震作用下,平台式结构的常规连接结构更容易受到破坏,不能满足抗震设计的避震要求。本文介绍了一种创新的平台型低质量木结构建筑的地板到墙壁的连接方式,减轻了传统连接方式的局限性。本文对所建议连接的有效性进行了研究,并概述了采用所建议连接的系统的抗震性能。在ETABS中建立了具有创新性的层间隔震系统的数值模型,并利用反应谱分析(RSA)和非线性时程分析(NLTHA)对隔震结构的抗震性能进行了评价。该研究表明,层间隔离系统显著降低了对大量木材构件的地震需求,证明了该系统具有耗散地震能量的能力。此外,系统在表现自定心特性的同时,也表现出有效的能量耗散。
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引用次数: 0
Case study of flood risk and vulnerability in the city of Atlanta – A social, economic, technical, and institutional perspective 亚特兰大市洪水风险和脆弱性案例研究——从社会、经济、技术和制度的角度
Pub Date : 2025-04-12 DOI: 10.1016/j.rcns.2025.03.002
Prerna Singh , Adjo Amekudzi-Kennedy , Baabak Ashuri , Ty Parrillo , Derek Rizzi , Russell Clark , Brian Woodall , Heejun Chang
The negative impacts of natural hazards on communities at all scales have been increasing. Floods comprise one such natural hazard that has emerged as one of the most destructive in the US and worldwide. While a lot of damage is estimated in terms of the cost of rebuilding infrastructure and direct loss of economy, the negative impacts of such disruptions go beyond the physical infrastructure. The impact on (and of) the social and institutional framework is rarely examined in conjunction with the physical and technical aspects. This paper examines flood vulnerability and risk of a community at an intersection of social, ecological, technical, and intuitional perspectives, and presents a framework for a holistic flood vulnerability and risk assessment that has a strong foundation in all four aspects of a resilient community. The study builds on the existing risk, vulnerability, and hazard assessment approaches, and refines them with a holistic perspective. The study uses a mixed method approach with qualitative and quantitative methodologies to assess flood occurrence probabilities, vulnerability, and risk from the social, ecological, technical, and institutional perspectives. A case study of the City of Atlanta is conducted using the framework to assess the overall vulnerability and risk of the city. The results of this analysis show that the regions that have the highest probability of flood hazard occurrence also appear to have the highest social, ecological, and technical vulnerabilities in the Atlanta area. While the results are intuitive, the applications support a focus on holistic resilience building across these four criteria. This study is potentially useful to practitioners, researchers, government agencies, and community organizations working to mitigate flood risk particularly as this risk continues to evolve with the changing climate.
自然灾害对各种规模的社区造成的负面影响与日俱增。洪水就是这样一种自然灾害,它已成为美国乃至全世界最具破坏性的灾害之一。虽然从重建基础设施的成本和直接经济损失的角度来看,洪水造成的破坏是巨大的,但其负面影响却超出了有形基础设施的范围。对社会和制度框架的影响(以及社会和制度框架的影响)很少与物质和技术方面结合起来研究。本文从社会、生态、技术和直觉的角度,对一个社区的洪水脆弱性和风险进行了研究,并提出了一个整体洪水脆弱性和风险评估框架,该框架在抗灾社区的所有四个方面都有坚实的基础。该研究以现有的风险、脆弱性和灾害评估方法为基础,并从整体角度对其进行了完善。该研究采用定性和定量相结合的方法,从社会、生态、技术和制度角度评估洪水发生概率、脆弱性和风险。利用该框架对亚特兰大市进行了案例研究,以评估该市的整体脆弱性和风险。分析结果表明,在亚特兰大地区,洪水灾害发生概率最高的地区似乎也是社会、生态和技术脆弱性最高的地区。虽然结果很直观,但应用支持将重点放在这四个标准的整体复原力建设上。这项研究可能对致力于降低洪水风险的从业人员、研究人员、政府机构和社区组织有所帮助,尤其是在洪水风险随着气候变化而不断演变的情况下。
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引用次数: 0
Gravity well-inspired double friction pendulum system for bridges under pulse-like near-fault earthquakes 脉动型近断层地震作用下桥梁重力良好双摩擦摆系统
Pub Date : 2025-03-01 DOI: 10.1016/j.rcns.2025.02.003
Sasa Cao , Osman E. Ozbulut
When a coin is tossed to a gravity well, it will spiral instead of falling directly to the center. Inspired by this phenomenon, a gravity well-inspired double friction pendulum system (GW-DFPS) is developed to extend the length of sliding trajectories of bridge superstructures during pulse-like near-fault earthquakes. As a result, a greater amount of energy will be dissipated due to the frictional sliding of the isolators. The GW-DFPS consists of a spherical surface and an outer surface described by a 1/x or logarithmic function to build gravity well. Full-scale isolators were fabricated and their response was characterized considering various parameters such as the friction material of slider, surface roughness of sliding surfaces, and applied vertical loads. Additionally, a finite element model of the isolator was created using the experimental test data. Numerical simulations were performed on a case-study bridge structure isolated using both a conventional DFPS system and the proposed GW-DFPS systems. The experimental results reveal that the proposed isolators exhibit stable response under vertical loads varying from 200 kN to 1000 kN with a negative stiffness response when the isolator slides at the outer sliding surface. The numerical simulations of the selected bridge structure demonstrate that the GW-DFPS significantly extends the sliding trajectory lengths of the superstructure during half of the earthquake pulses, resulting in increased energy dissipation during this interval. The kinetic energies of the bridge isolated by GW-DFPS are consistently lower than those of the bridge isolated by the other two kinds of isolators, resulting lower shear forces on the bridge.
当一枚硬币被扔进重力井时,它会呈螺旋状而不是直接落向中心。受这一现象的启发,开发了重力激励双摩擦摆系统(GW-DFPS),以延长脉冲型近断层地震时桥梁上部结构的滑动轨迹长度。结果,由于隔离器的摩擦滑动,更大的能量将被耗散。GW-DFPS由一个球面和一个由1/x或对数函数描述的外表面组成,以建立重力井。考虑滑块摩擦材料、滑块表面粗糙度和施加的垂直载荷等参数,制备了全尺寸的隔振器,并对其响应进行了表征。此外,利用实验测试数据建立了隔振器的有限元模型。采用传统的DFPS系统和所提出的GW-DFPS系统分别对一个桥梁结构进行了数值模拟。实验结果表明,所设计的隔振器在200 ~ 1000 kN的垂直载荷作用下表现出稳定的响应,当隔振器在外滑动面滑动时,隔振器的刚度响应为负。所选桥梁结构的数值模拟表明,GW-DFPS在一半的地震脉冲期间显著延长了上部结构的滑动轨迹长度,从而增加了这段时间内的能量耗散。采用GW-DFPS隔离的桥梁的动能始终低于采用其他两种隔离器隔离的桥梁,因此桥上的剪切力较小。
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引用次数: 0
Experimental and reliability assessment of fire resistance of glue laminated timber beams 胶合木梁耐火性能试验及可靠性评价
Pub Date : 2025-03-01 DOI: 10.1016/j.rcns.2025.02.004
Satheeskumar Navaratnam , Thisari Munmulla , Pathmanthan Rajeev , Thusiyanthan Ponnampalam , Solomon Tesfamariam
Glue-laminated timber (GLT) is an engineered wood product widely used in mass timber construction for its strong structural and fire-resistant properties. However, the fire performance of GLT varies significantly due to the natural and uncertain phenomena (moisture, exposure time, isotropic, homogenous properties, etc.) of fire and timber. This makes it difficult to predict the fire behaviour of the GLT structural elements. To ensure building safety, it is crucial to assess GLT's fire behaviour and post-fire structural integrity during the design stages. This study conducted the experimental tests of GLT beams (280 mm × 560 mm) without loading (1.4 m) and under a four-point bending load (5.4 m). Tests identified thermal behaviour and charring rates of GLT beam. Then, the residual stiffness of the GLT beam was calculated, and the charring rates of the beams were compared with Australian and European standards. Reliability analysis was conducted for beams for a fire exposure of 120 min, considering the charring rates observed through the analysis and simulating the fire insulations. Results show that the charring rate of GLT made with spruce pine timber varied between 0.43 and 0.81 mm/min, with a mean rate of 0.7 mm/min, aligning with both Australian and European standards. However, considering timber density and moisture content, the charring rates in Australian standards were conservative. The study also found that structural capacity significantly degrades under fire, with a 22 % reduction in flexural stiffness after 120 min of exposure. Additionally, GLT beams can safely function for 30 min under 75 % of their design moment capacity and for 60 min under 50 % capacity.
胶合层积材(GLT)是一种工程木制品,具有较强的结构性能和防火性能,广泛应用于大型木结构建筑中。然而,由于火和木材的自然和不确定现象(湿度、暴露时间、各向同性、均匀性等),GLT的防火性能差异很大。这使得很难预测GLT结构元件的火灾行为。为了确保建筑安全,在设计阶段对GLT的火灾性能和火灾后结构完整性进行评估是至关重要的。本研究对GLT梁(280 mm × 560 mm)进行了无荷载(1.4 m)和四点弯曲荷载(5.4 m)下的试验试验。测试确定了GLT光束的热行为和炭化率。然后,计算了GLT梁的剩余刚度,并将梁的炭化率与澳大利亚和欧洲标准进行了比较。考虑到通过分析和模拟防火隔热层观察到的炭化率,对火灾暴露120 min的梁进行了可靠性分析。结果表明,云杉松材制成的GLT的炭化速率在0.43 ~ 0.81 mm/min之间,平均炭化速率为0.7 mm/min,符合澳大利亚和欧洲标准。然而,考虑到木材密度和水分含量,澳大利亚标准的炭化率是保守的。研究还发现,结构能力在火灾中显著下降,暴露120分钟后,弯曲刚度降低了22% %。此外,GLT梁可以在其设计弯矩容量的75% %下安全运行30分钟,在其设计弯矩容量的50% %下安全运行60分钟。
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Resilient Cities and Structures
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