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Probabilistic connectivity assessment of bridge networks considering spatial correlations associated with flood and seismic hazards 考虑洪水和地震灾害空间相关性的桥梁网络概率连通性评估
3区 工程技术 Q1 Engineering Pub Date : 2023-11-10 DOI: 10.1080/15732479.2023.2276373
Putri S. Firdaus, Hiroshi Matsuzaki, Mitsuyoshi Akiyama, Koki Aoki, Dan M. Frangopol
AbstractTo estimate the connectivity of a road network, it is crucial to evaluate the correlation of hazard intensities among individual bridge locations since the probability of multiple bridges being damaged simultaneously depends on the degree of this correlation. However, research on connectivity assessment of bridge networks considering spatial correlations associated with flood intensities is scarce in the literature. When quantifying the spatial correlation of flood intensities, modeling based on the stream distance rather than the Euclidean distance is required, taking into account that river flow is restricted only within the stream network. To achieve this purpose, a novel methodology is proposed to evaluate the spatial correlation of a stream network based on a geostatistical linear model and stream network covariance models. In addition, this study considers the spatial correlation of seismic hazard intensity. With the proposed method, it is possible to identify which bridges play an important role in ensuring the connectivity of the road network under multiple hazards, i.e. flood and seismic. As an illustrative example, the proposed method is applied to a hypothetical bridge network in Kumamoto Prefecture, Japan. The results demonstrate that improved network connectivity can be achieved by implementing a relevant retrofitting strategy for important bridges.Keywords: Network connectivitybridgesspatial correlationmultiple hazardsflood hazardseismic hazardMonte Carlo simulation Disclosure statementNo potential conflict of interest was reported by the author(s).Additional informationFundingThis work was supported by JSPS KAKENHI (Grant number: 23H00217) and JST-JICA SATREPS (Grant ID: JPMJSA2009).
摘要为了评估道路网络的连通性,评估各个桥梁位置之间的危险强度相关性至关重要,因为多座桥梁同时受损的概率取决于这种相关性的程度。然而,考虑洪水强度的空间相关性对桥梁网络连通性评价的研究文献很少。在对洪水强度的空间相关性进行量化时,考虑到河流流量仅在河网内受到限制,需要基于河流距离而不是欧几里得距离进行建模。为了实现这一目标,提出了一种基于地统计线性模型和流网络协方差模型的流网络空间相关性评价方法。此外,本文还考虑了地震灾害烈度的空间相关性。利用所提出的方法,可以确定在多种灾害(如洪水和地震)下,哪些桥梁在确保道路网络的连通性方面发挥重要作用。作为一个说明性的例子,该方法应用于日本熊本县的一个假设的桥梁网络。结果表明,通过对重要桥梁实施相关的改造策略,可以改善网络连通性。关键词:网络连通性桥梁空间相关性多重灾害洪水灾害地震灾害蒙特卡罗模拟披露声明作者未报告潜在利益冲突。本研究由JSPS KAKENHI(资助号:23H00217)和JST-JICA SATREPS(资助号:JPMJSA2009)资助。
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引用次数: 0
Seismic performance assessment and benefit-cost analysis of mid-rise reinforced concrete base-isolated building using double-curvature friction pendulum bearings 采用双曲率摩擦摆支座的中高层钢筋混凝土基础隔震建筑抗震性能评价及效益成本分析
3区 工程技术 Q1 Engineering Pub Date : 2023-11-09 DOI: 10.1080/15732479.2023.2275698
Jagajyoti Panda, Vijay Singh, Ratish Jain, Vasant Matsagar
AbstractBase isolation technology is highly advocated by the research community worldwide for efficient mitigation of earthquake-induced vibrations and alleviating seismic risks posed to civil engineering structures. However, the construction cost of implementing this advanced technique to real-life buildings compared to the conventional ones remains a debatable topic, and a research problem to examine. Therefore, the present study focuses on assessing the short- and long-term cost-benefits of base-isolated buildings vis-é-vis fixed-base buildings over their service life. Notably, the benefit-cost analysis methodology prescribed in FEMA-356 is utilized to quantify the economic consequences of natural calamities on the base-isolated building. Various aspects, such as structural responses, damage vulnerability, collapse probability, and occupancy rate are thoroughly analyzed. A real-life mid-rise reinforced concrete building in the Indian subcontinent, having double-curvature friction pendulum bearings (FPBs) at stilt level is deliberated in this study. A series of quasi-static and nonlinear time-history analyses are carried out based on the recently drafted Indian seismic code for base isolation to comprehend the improved performance of the FPB-isolated building. Additionally, two fixed-base buildings are designed with an aim to make their performance almost at par with the base-isolated building, and then to assess the cost implications of attaining such comparable performance. The outcomes of this study, particularly the structural performance enhancement and cost benefits, will assist both decision makers and structural designers to have a persuasive opinion on the better adaptability of the base isolation technology for improved seismic resistance and financial outlooks associated thereof.Keywords: Friction pendulum bearingIndian seismic code and provisionsperformance-based seismic designBenefit-cost analysisLoss estimationPassive vibration control Disclosure statementNo potential conflict of interest was reported by the authors.Additional informationFundingThe financial support extended by M/s Resistoflex Dynamics Private Limited, Sector 2, NOIDA, Uttar Pradesh (U.P.) – 201 301, India in conducting the present study is gratefully acknowledged.
摘要基础隔震技术为有效地减轻地震引起的振动和减轻土木工程结构的地震风险而受到世界各地研究界的大力提倡。然而,与传统建筑相比,将这种先进技术应用于现实生活中的建筑成本仍然是一个有争议的话题,也是一个需要研究的问题。因此,本研究的重点是评估与基地隔离的建筑物相对于固定基地建筑物在其使用寿命内的短期和长期成本效益。值得注意的是,FEMA-356中规定的效益-成本分析方法被用于量化自然灾害对基础隔离建筑的经济后果。从结构响应、损伤易损性、倒塌概率、入住率等方面进行了深入分析。在印度次大陆的现实生活中高层钢筋混凝土建筑,在高跷水平具有双曲率摩擦摆轴承(FPBs)在本研究中进行了审议。基于最近起草的印度基础隔震抗震规范,进行了一系列的准静态和非线性时程分析,以理解ffb隔震建筑性能的提高。此外,设计了两座固定基地建筑物,目的是使它们的性能几乎与与基地隔离的建筑物相当,然后评估达到这种相当性能所涉及的成本。这项研究的结果,特别是结构性能的提高和成本效益,将有助于决策者和结构设计师对基础隔震技术更好的适应性以及与之相关的财务前景有一个有说服力的意见。关键词:摩擦摆支座印度地震规范和规定基于性能的抗震设计效益成本分析损失估计被动振动控制披露声明作者未报告潜在利益冲突。对印度北方邦NOIDA (upp)第2部门M/s Resistoflex Dynamics私人有限公司(201301)为开展本研究提供的财政支持表示感谢。
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引用次数: 0
Feasibility study on intelligent bridge combined with smart monitoring techniques 智能桥梁与智能监控技术结合的可行性研究
3区 工程技术 Q1 Engineering Pub Date : 2023-11-07 DOI: 10.1080/15732479.2023.2276896
Ayaho Miyamoto, Akito Yabe, Petr Hradil, Ilkka Hakola
AbstractThis article proposes an innovative concept of an intelligent bridge system that integrates sensors, a processing unit, and an actuator to maintain bridge safety and performance even in the face of unexpected environmental changes and disturbances. Although technically challenging, this system is an exciting prospect for young engineers who aspire to contribute to cutting-edge technological advancements. As a practical example, this article presents an ICT-based bridge remote monitoring system called the "Intelligent Bridge," which allows real-time monitoring and control during extreme events such as earthquakes and typhoons. The Intelligent Bridge comprises a stand-alone monitoring system and a web-based internet monitoring system for bridge maintenance, which is introduced as an intelligent structure integrated into the intelligent bridge system. To verify the validity of the proposed system, it is investigated the ability to adjust cable forces on a 2-span continuous cable-stayed bridge model to control its structural performance. The development of an intelligent bridge system represents a significant advancement in bridge engineering and has the potential to improve the safety and longevity of bridges, particularly in areas prone to extreme environmental events. The system proposed in this article has practical applications that can benefit both engineers and the general public.Keywords: Feasibility studyhealth monitoringinformation processingintelligent bridgeinternet monitoringlong-lifeself-examinationstand-alone monitoring Disclosure statementNo potential conflict of interest was reported by the author(s).
摘要本文提出了一种集成传感器、处理单元和执行器的智能桥梁系统的创新概念,即使面对意想不到的环境变化和干扰,也能保持桥梁的安全和性能。虽然在技术上具有挑战性,但对于渴望为尖端技术进步做出贡献的年轻工程师来说,这个系统是一个令人兴奋的前景。作为一个实际的例子,本文介绍了一种基于信息通信技术的桥梁远程监测系统,称为“智能桥梁”,它可以在地震和台风等极端事件中进行实时监测和控制。智能桥梁包括独立监控系统和基于网络的桥梁维护监控系统,作为集成到智能桥梁系统中的智能结构引入。为了验证该系统的有效性,研究了两跨连续斜拉桥模型的索力调节能力,以控制其结构性能。智能桥梁系统的发展代表了桥梁工程的重大进步,并有可能提高桥梁的安全性和寿命,特别是在容易发生极端环境事件的地区。本文提出的系统具有实际应用价值,对工程师和公众都有好处。关键词:可行性研究健康监测信息处理智能桥梁互联网监测长寿自检独立监测披露声明作者未报告潜在利益冲突
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引用次数: 0
Evaluating the accuracy of predicted bridge condition using machine learning: the role of condition history 使用机器学习评估预测桥梁状态的准确性:状态历史的作用
3区 工程技术 Q1 Engineering Pub Date : 2023-11-05 DOI: 10.1080/15732479.2023.2274878
Parham Paydavosi, Mohammad Saied Dehghani, Sue McNeil
AbstractEffective maintenance decisions for bridges depend on accurate performance prediction. Machine learning (ML) models use historical bridge performance data to learn and predict performance. However, in many agencies, the condition history of bridges is limited and does not go beyond a few years. The question, therefore, is, to what extent does condition history help us make better predictions? To address this question, a ML model was developed that analysed more than 600,000 bridge decks with 27 years of condition history. Two data selection methods were designed: non-overlapping and overlapping data. The non-overlapping data are typically used to train the model. The overlapping data introduced in this study uses the data more efficiently for model training recognising that strings of historical data convey more information. Longer term predictions were found to be positively impacted by every additional year of condition history. Short-term condition prediction (one or two years) does not need significant historical data. It was also found that overlapping data, compared to non-overlapping data, produced larger training samples and had higher prediction accuracy in the majority of experiments, but at the cost of higher running time due to a larger sample size.Keywords: Artificial intelligencebig datainfrastructure asset managementmachine learningbridge structure deteriorationbridge conditionneural networkperformance prediction Disclosure statementNo potential conflict of interest was reported by the author(s).
摘要有效的桥梁维护决策依赖于准确的性能预测。机器学习(ML)模型使用历史桥梁性能数据来学习和预测性能。然而,在许多机构中,桥梁的状态历史是有限的,不超过几年。因此,问题是,条件历史在多大程度上帮助我们做出更好的预测?为了解决这个问题,开发了一个ML模型,分析了超过60万层具有27年状态历史的桥面。设计了两种数据选择方法:非重叠和重叠数据。非重叠数据通常用于训练模型。本研究中引入的重叠数据更有效地使用数据进行模型训练,识别历史数据字符串传递更多信息。研究发现,每增加一年的病情历史,长期预测就会受到积极影响。短期情况预测(一到两年)不需要重要的历史数据。研究还发现,与非重叠数据相比,重叠数据在大多数实验中产生的训练样本更大,预测精度更高,但由于样本量更大,运行时间也更长。关键词:人工智能大数据基础设施资产管理机器学习桥梁结构恶化桥梁状况神经网络性能预测披露声明作者未报告潜在利益冲突。
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引用次数: 0
Service life extension of strategic bridges 延长战略桥梁的使用寿命
3区 工程技术 Q1 Engineering Pub Date : 2023-11-02 DOI: 10.1080/15732479.2023.2276368
Franco Bontempi, Francesco Petrini, Marina Mazzacane, Michele Ronchi, Michelangelo Monno, Rosalia Piscopo
AbstractThis article reports the process that allowed to check the condition of a steel railway bridge having a strategic position within the network. The framework representing the actions needed for the service life extension of the bridge is first described, then the conducted inspections are illustrated, together with the developed numerical analyses and the conception of specific tests on site. The conclusion, downstream of all these analyses and with the comparison of the real-life experiments, was to allow a limited extension of the useful life of the bridge, even with some reductions in the safety factor, respecting a reduction in the speed of railway trains and prescribing continuous monitoring of the bridge. In this context, all the test evaluations, combined with the surveillance/monitoring, and joined with an important numerical modelling activity, lead to the concept of “structural augmentation” of the bridge for service life extension purposes. The specific case of the examined bridge is supposed to be an example of good practice useful for infrastructure authorities.Keywords: Railway bridgesbridge managementservice lifebridge modellingtraffic limitationcontinuous monitoringstructural augmentation Disclosure statementNo potential conflict of interest was reported by the author(s).Additional informationFundingThe Financial support of the Research Project No. CN1221844D08208F from Sapienza University of Rome under the umbrella of the national program PNRR – CN1 – Spoke 5 (Directorial Decretation no. 1031 of June, 17th, 2022) is gratefully acknowledged by the authors from Sapienza University of Rome.
摘要本文报道了对某具有战略地位的铁路桥进行状态检测的过程。首先描述了代表桥梁使用寿命延长所需行动的框架,然后说明了所进行的检查,以及开发的数值分析和现场具体试验的概念。所有这些分析的结论,以及与实际实验的比较,是允许有限地延长桥梁的使用寿命,即使在安全系数有所降低的情况下,考虑到铁路列车速度的降低,并规定对桥梁进行持续监测。在这种情况下,所有的试验评估,结合监测/监测,并结合一个重要的数值模拟活动,导致桥梁的“结构增强”概念,以延长使用寿命。被检查的桥梁的具体情况应该是基础设施当局有用的良好做法的一个例子。关键词:铁路桥梁桥梁管理服务寿命桥建模交通限制持续监测结构增强披露声明作者未报告潜在的利益冲突。其他信息资助研究项目的财政支持编号:CN1221844D08208F来自罗马萨皮恩扎大学,在国家计划PNRR - CN1 - Spoke 5的保护下。1031 of June 17, 2022),感谢罗马Sapienza大学的作者。
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引用次数: 0
Investigating bridge vibrational modes under operational conditions using time-frequency analysis 使用时频分析方法研究桥梁在运行条件下的振动模式
3区 工程技术 Q1 Engineering Pub Date : 2023-11-02 DOI: 10.1080/15732479.2023.2275684
Yazhou Qin
AbstractThis study aims to accurately and effectively investigate the instantaneous frequency (IF) of the monitored acceleration of the bridge, as well as the individual components of the monitored signal, using advanced time-frequency techniques. To achieve this, first, synthetic signals resembling the monitored acceleration are constructed and processed using four time-frequency techniques. The accuracy of IF tracking, signal reconstruction, and representation resolution are obtained and compared between these different time-frequency techniques. Subsequently, the monitored vertical and torsional accelerations from the Humber Bridge are analysed using the Fourier synchrosqueezed transform and the improved multisynchrosqueezing transform. This allows for the reconstruction of individual acceleration components along with the corresponding variation of the natural frequency. The magnitude of each component of the monitored acceleration is then obtained. The relative importance of modes in the monitored acceleration is evaluated based on the acceleration root mean square. This study presents a novel approach that involves reconstructing the monitored acceleration and assessing the magnitude of individual components of the monitored data of the bridge under operational conditions using the advanced time-frequency method. The method is particularly suitable for addressing multicomponent monitored data and is expected to benefit future practical research in the bridge health monitoring field.Keywords: Time-frequency analysisreconstruction of accelerationinstantaneous frequency trackingresolution of representationroot mean squareoperational conditionssynchrosqueezed transform AcknowledgementsThe author expresses his gratitude to Dr. Ki Young Koo at the University of Exeter for providing the monitored data and contributing to the code.Disclosure statementThe author reports there are no competing interests to declare.
摘要本研究旨在利用先进的时频技术,准确有效地研究桥梁加速度监测的瞬时频率(IF),以及监测信号的各个分量。为了实现这一目标,首先,利用四种时频技术构建和处理与监测加速度相似的合成信号。对不同时频技术的中频跟踪精度、信号重建精度和表示分辨率进行了比较。随后,利用傅里叶同步压缩变换和改进的多同步压缩变换对亨伯桥监测到的垂直加速度和扭转加速度进行了分析。这允许重建单个加速度分量以及相应的固有频率变化。然后得到被监测加速度的每个分量的大小。基于加速度均方根,评价了各模态在加速度监测中的相对重要性。本研究提出了一种新的方法,包括重建监测的加速度,并使用先进的时频法评估桥梁在运行条件下监测数据的各个分量的大小。该方法特别适用于处理多组分监测数据,有望为未来桥梁健康监测领域的实际研究带来益处。关键词:时频分析、加速度重建、瞬时频率跟踪、表示分辨率、均方根、运行条件、同步压缩变换感谢英国埃克塞特大学的Ki Young Koo博士提供的监测数据和编写的代码。披露声明作者报告无竞争利益需要申报。
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引用次数: 0
A time and cost-effective strengthening of RC half joint bridges exposed to brittle failure: application to a case study 钢筋混凝土半节理桥梁脆性破坏的时间和经济有效的加固:应用于实例研究
3区 工程技术 Q1 Engineering Pub Date : 2023-11-02 DOI: 10.1080/15732479.2023.2275689
Mauro Sassu, Mario Lucio Puppio, Fabio Doveri, Martina Ferrini, Fausto Mistretta
AbstractThis paper addresses the strengthening of a reinforced concrete (RC) road bridge with Gerber-type beams, prompted by the recent collapses of some Italian bridges. The study discusses the characteristics of half-joint bridges, also known as Gerber beam types. These designs, originating in the late 1800s and commonly utilized from the 1950s to the 1970s, exhibit an isostatic structure. While they are easy to design, typically featuring pairs of piers with symmetrical cantilevers and two or more suspended spans, they often suffer from weakening of the half joints (saddles), necessitating structural consolidation. Designers have proposed several solutions to strengthen this type of bridges and the approach presented in this paper focuses on cost-effectiveness and efficiency. It involves a gradual demolition of longitudinal strips on the RC slab of suspended beams, followed by the installation of new steel beams to create a mixed RC-steel system. The application of this method is illustrated in a double-pier bridge spanning the Arno River, Italy. The bridge’s rehabilitation required a complete closure of the traffic road for twelve weeks, followed by alternating traffic for twenty-four weeks. The paper discusses both the design and construction aspects of the proposed intervention, considering costs and implementation time. Furthermore, a low-cost health monitoring procedure is briefly introduced.Keywords: Brittle collapsecomposite steel structuresconstruction phasesgerber beamhealth monitoring strategylow-cost rehabilitationRC bridge strengtheningroad bridge AcknowledgementsThe authors thanks to C. Ristori of the technical staff of the District of Pisa for data collected, together with C. Ricci and G. Mariani (RI-MA Engineering, Lucca) for co-operation during works. The Ministry of University and Research for project PRIN 2020 S-MoSES. The Consortium RELUIS-CSLLPP project for Monitoring Bridges and DPC-RELUIS 2022-2024 WP5.4Disclosure statementNo potential conflict of interest was reported by the author(s).Additional informationFundingThe financial support is given by the Research Project ‘Smart Monitoring for Safety of Existing Structures and infrastructures’ (S-MoSES) financed by Italian Ministry of University and Research PRIN 2020 – D.R. N.607 - 3th July 2020.
摘要本文讨论了用格伯式梁加固一座钢筋混凝土(RC)公路桥的问题,这是由于最近一些意大利桥梁的倒塌而引起的。该研究讨论了半节理桥梁的特点,也被称为格伯梁类型。这些设计起源于19世纪末,在20世纪50年代至70年代普遍使用,呈现出均衡结构。虽然它们很容易设计,通常具有对称悬臂和两个或更多悬跨的成对墩,但它们经常遭受半关节(鞍座)的削弱,需要结构加固。设计师们已经提出了几种加强这类桥梁的解决方案,本文提出的方法侧重于成本效益和效率。它包括逐步拆除悬挂梁的钢筋混凝土板上的纵向条,然后安装新的钢梁,以创建混合钢筋混凝土系统。该方法在意大利阿尔诺河上的一座双墩大桥上得到了应用。这座桥的修复需要完全关闭交通道路12周,然后是24周的交替交通。本文在考虑成本和实施时间的情况下,讨论了拟议干预措施的设计和施工方面。此外,还简要介绍了一种低成本的健康监测方法。关键词:钢脆性collapsecomposite structuresconstruction phasesgerber beamhealth监测strategylow-cost rehabilitationRC桥strengtheningroad AcknowledgementsThe作者由于c Ristori比萨的地区的技术人员收集的数据,以及c·里奇和g·马里安尼(RI-MA工程、卢卡)合作期间有效。大学和研究部项目PRIN 2020 S-MoSES。RELUIS-CSLLPP项目监测桥梁和DPC-RELUIS 2022-2024 wp5.4披露声明作者未报告潜在的利益冲突。资金支持由意大利大学和研究部资助的“现有结构和基础设施安全智能监测”(S-MoSES)研究项目提供,该项目由PRIN 2020 - dr . N.607 - 2020年7月3日资助。
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引用次数: 0
Seismic control of a long-span triple-tower suspension bridge using hysteretic steel damper 大跨度三塔悬索桥滞回钢阻尼器的地震控制
3区 工程技术 Q1 Engineering Pub Date : 2023-10-30 DOI: 10.1080/15732479.2023.2271891
Tianyou Tao, Xuehua Wen, Hao Wang, Chenxi Xing, Chunfeng Wang
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引用次数: 0
Impact of asymmetrical corrosion of piers on seismic fragility of ageing irregular concrete bridges 桥墩不对称腐蚀对老化不规则混凝土桥梁地震易损性的影响
3区 工程技术 Q1 Engineering Pub Date : 2023-10-29 DOI: 10.1080/15732479.2023.2271887
Ebrahim Afsar Dizaj, Mohammad R. Salami, Mohammad M. Kashani
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引用次数: 0
Seismic collapse safety assessment of suspended zipper-braced frames 悬拉式支撑框架地震倒塌安全性评价
3区 工程技术 Q1 Engineering Pub Date : 2023-10-28 DOI: 10.1080/15732479.2023.2265908
Mohammad Ali Mohammad Taghizadeh, Abbas Karamodin
AbstractSeismic evaluation of suspended zipper-braced frames, which are an alternative to inverted-V-braced frames to improve their seismic behavior, is of greatest significance to determine the level of confidence in this type of seismic system during severe earthquakes. The arrangement and design parameters of these frames are mentioned in some references, but there is no probabilistic assessment of collapse risk based on various collapse uncertainties. To evaluate the probability of collapse and margin of safety, eighteen suspended zipper-braced frames with different geometry parameters in the most severe seismic design category (Dmax) have been designed. The designed frames were modeled in OpenSees software by considering the effect of gusset plate connections and evaluated by performing more than 15,800 dynamic and nonlinear static pushover analyses using FEMA P695 methodology. Total collapse uncertainty is considered in the evaluation of the probabilistic behavior of frames. The results show that the adjusted collapse margin ratio (ACMR) of designed frames by considering the total collapse uncertainty of 0.726 and 0.529 is 27% and 64% higher than the acceptance criteria, respectively. The results also indicate that a response modification coefficient of much more than 6 can be used for the economic design of long-period suspended zipper-braced frames.Keywords: Collapse uncertaintyincremental dynamic analysesprobabilistic evaluationsafety margin ratiosuspended Zipper-Braced frame Disclosure statementThe authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
摘要悬吊式拉链支撑框架是一种可替代倒v型支撑框架以改善其抗震性能的方法,其抗震评估对于确定此类地震系统在剧烈地震中的置信度具有重要意义。这些框架的布置和设计参数在一些文献中有所提及,但没有基于各种倒塌不确定性的倒塌风险概率评估。为了评估倒塌概率和安全边际,设计了18个具有不同几何参数的最严重地震设计类别(Dmax)的悬挂拉链支撑框架。设计的框架在OpenSees软件中建模,考虑了扣板连接的影响,并使用FEMA P695方法进行了超过15,800次动态和非线性静态推覆分析。在评估框架的概率行为时,考虑了完全倒塌不确定性。结果表明:考虑总倒塌不确定度为0.726和0.529时,设计框架的调整倒塌裕度比(ACMR)分别高出验收标准27%和64%。结果还表明,响应修正系数远大于6,可用于长周期悬拉支撑框架的经济设计。关键词:崩溃不确定性增量动态分析概率评估安全边际比率悬架拉链支撑框架披露声明作者声明他们没有已知的竞争经济利益或个人关系可能会影响本文所报道的工作。
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引用次数: 0
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Structure and Infrastructure Engineering
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