A framework for rapid seismic performance and fragility analysis of earth slopes considering uncertainties

IF 4.2 2区 工程技术 Q1 ENGINEERING, GEOLOGICAL Soil Dynamics and Earthquake Engineering Pub Date : 2024-10-25 DOI:10.1016/j.soildyn.2024.109058
Mohammad Dadrasi Abibeiglou , Marzieh Khayyati Motlagh , Javid Ashrafifar , Mohsen Hajihassani
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Abstract

It is acknowledged that various sources of uncertainties play a vital role in the seismic vulnerability of slope systems, while many studies ignore these sources in seismic assessments. This is because seismic performance and fragility evaluation of large soil-structure systems is challenging and computationally intensive by conventional nonlinear dynamic analysis methods, especially when the modeling uncertainties are considered. To address this challenge, this paper proposes a new framework for addressing uncertainties in the seismic evaluation of earth slopes using the Endurance Time Analysis (ETA) method. The ETA method is a dynamic pushover procedure in which the slope is subjected to a limited number of artificial intensifying records, and seismic responses are obtained over a continuous range of seismic intensities. For the purpose of this study, probabilistic two-dimensional numerical simulations of earth slopes are created using the FLAC software by considering the soil parameters uncertainty. Latine Hypercube Sampling is employed to generate random simulations. The models are then subjected to the intensifying prefabricated excitations based on the ETA method, and the fragility curves of the slope are obtained in three damage states by considering and not considering uncertainties. The results indicate that as the endurance time, which is a kind of intensity measure, increases, the uncertainties of seismic responses also increase. This shows that the effects of uncertainties become more significant when the slope is subjected to strong ground motions. Additionally, the influence of modeling uncertainty is negligible in the slight damage state, but significant in the extensive damage state. The proposed framework provides an effective and rapid way for performing the fragility and associated risk analysis of earth slopes considering uncertainties.
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考虑不确定性的土坡地震性能和脆性快速分析框架
人们认识到,各种不确定因素对边坡系统的抗震脆弱性起着至关重要的作用,但许多研究在抗震评估中忽略了这些因素。这是因为采用传统的非线性动力分析方法对大型土体-结构系统进行抗震性能和脆性评估具有挑战性,而且计算量很大,尤其是在考虑建模不确定性的情况下。为了应对这一挑战,本文提出了一种新的框架,利用耐久时间分析(ETA)方法来解决土质边坡抗震评估中的不确定性问题。ETA 方法是一种动态推移程序,在该程序中,斜坡会受到数量有限的人工增强记录的影响,并在连续的地震烈度范围内获得地震响应。在本研究中,考虑到土壤参数的不确定性,使用 FLAC 软件创建了土质边坡的概率二维数值模拟。采用拉丁超立方采样法生成随机模拟。然后,根据 ETA 方法对模型进行强化预制激振,并通过考虑和不考虑不确定性,得到三种破坏状态下的边坡脆性曲线。结果表明,随着作为烈度度量的耐震时间的增加,地震反应的不确定性也随之增加。这表明,当斜坡受到强烈地面运动时,不确定性的影响会变得更加显著。此外,在轻微破坏状态下,建模不确定性的影响可以忽略不计,但在广泛破坏状态下,建模不确定性的影响则非常显著。所提出的框架为考虑不确定性因素的土质边坡脆性及相关风险分析提供了一种有效而快速的方法。
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来源期刊
Soil Dynamics and Earthquake Engineering
Soil Dynamics and Earthquake Engineering 工程技术-地球科学综合
CiteScore
7.50
自引率
15.00%
发文量
446
审稿时长
8 months
期刊介绍: The journal aims to encourage and enhance the role of mechanics and other disciplines as they relate to earthquake engineering by providing opportunities for the publication of the work of applied mathematicians, engineers and other applied scientists involved in solving problems closely related to the field of earthquake engineering and geotechnical earthquake engineering. Emphasis is placed on new concepts and techniques, but case histories will also be published if they enhance the presentation and understanding of new technical concepts.
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