Seismic fragility analysis for prestressed concrete containments of nuclear power plants based on stripe-based approach

IF 4.6 2区 工程技术 Q1 ENGINEERING, GEOLOGICAL
Chanyoung Kim , Hoang D. Nguyen , Oh-Sung Kwon , Myoungsu Shin
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Abstract

The Separation of Variables (SOV) approach has been widely used for the seismic fragility analysis of nuclear power plant structures. It begins with linear elastic analysis, and inelastic behavior (e.g., changes in stiffness and damping ratio) is indirectly considered employing the inelastic energy absorption factor. However, recent studies suggest enhancing the accuracy of fragility curves through nonlinear analysis. This study evaluates the efficacy of two-stripe based nonlinear approaches: Method A (fitting a lognormal function) and maximum likelihood estimation (MLE) for assessing the seismic fragility of prestressed concrete containment structures. It also proposes damage measures and failure criteria suitable for considering the effects of uncertainties in structural parameters on failure under high earthquake loads. The uncertainty of demand is assessed utilizing 30 sets of ground motion time histories. The uncertainty of capacity is assessed using 30 random variable sets of three material properties-concrete compressive strength, 1st natural frequency, and damping ratio-generated by Latin hypercube sampling. Pushover and time-history analysis indicate that failure criteria based on lateral drift consistently capture failure more accurately than those based on base shear or strain levels. Both stripe-based approaches yield median capacities within 2 % of the SOV method. When accounting for uncertainties in both demand and capacity, the stripe-based approaches align better with observed failure ratios at high PGA levels, though MLE tends to overestimate failure ratios at lower PGA. These findings suggest that combining method A and MLE can more comprehensively capture nonlinear behavior across the full PGA range, leading to more accurate failure predictions.
基于条形法的核电站预应力混凝土围护结构地震易损性分析
分离变量法(SOV)已广泛应用于核电厂结构的地震易损性分析。它从线弹性分析开始,采用非弹性能量吸收因子间接考虑非弹性行为(例如刚度和阻尼比的变化)。然而,近年来的研究建议通过非线性分析来提高脆性曲线的准确性。本研究评估了基于两条非线性方法的有效性:方法A(拟合对数正态函数)和最大似然估计(MLE)用于评估预应力混凝土围护结构的地震易损性。提出了考虑结构参数不确定性对高地震荷载作用下结构破坏影响的损伤措施和破坏准则。利用30组地面运动时程来评估需求的不确定性。利用拉丁超立方体抽样产生的混凝土抗压强度、第一固有频率和阻尼比这三种材料特性的30个随机变量集来评估容量的不确定性。Pushover和时程分析表明,基于侧向漂移的破坏准则比基于基础剪切或应变水平的破坏准则更准确地捕获破坏。两种基于条带的方法产生的中位数容量都在SOV方法的2%以内。当考虑到需求和产能的不确定性时,基于条纹的方法与高PGA水平下观察到的故障率更一致,尽管MLE倾向于高估较低PGA的故障率。这些发现表明,结合方法A和MLE可以更全面地捕获整个PGA范围内的非线性行为,从而实现更准确的故障预测。
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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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