Stochastic Simulation of Pulse‐Like Ground Motions Using Wavelet Packets

IF 2.6 3区 地球科学 Q2 GEOCHEMISTRY & GEOPHYSICS
Zhuo Wang, Duruo Huang
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引用次数: 0

Abstract

Seismic near‐fault ground motions with large amplitudes and long‐period velocity pulses can cause significant damage to structures. In this study, a new stochastic model has been developed to simulate pulse‐like ground motions for specified earthquake scenarios. Wavelet packet transform is employed to extract and model the velocity pulse. The parameters of the proposed model are fitted to Next Generation Attenuation (NGA)‐West2 pulse‐like ground‐motion database. A group of predictive equations are established to predict occurrence time, frequency content, and total energy of the velocity pulse in terms of earthquake magnitudes, rupture distances, site conditions, and directivity parameters. The correlation relationships among the model parameters are also estimated to jointly simulate pulse and residual components based on specified earthquake scenarios. The model’s capacity to stochastically simulate pulse‐like motions is demonstrated by systematic comparison with real pulse‐like recordings and existing ground‐motion prediction equations. The proposed method can find applications in seismic analyses of key infrastructures in the near‐field region.
利用小波包对脉冲样地动进行随机模拟
具有大振幅和长周期速度脉冲的近断层地震地面运动会对建筑物造成严重破坏。本研究开发了一种新的随机模型,用于模拟特定地震情况下的脉冲地动。采用小波包变换来提取速度脉冲并建立模型。提议模型的参数与下一代衰减(NGA)-West2 脉冲样地动数据库相匹配。根据地震震级、破裂距离、现场条件和指向性参数,建立了一组预测方程来预测速度脉冲的发生时间、频率含量和总能量。此外,还对模型参数之间的相关关系进行了估算,以便根据指定的地震情况联合模拟脉冲和残余成分。通过与真实脉冲记录和现有地动预测方程的系统比较,证明了该模型随机模拟脉冲样运动的能力。所提出的方法可应用于近场区域关键基础设施的地震分析。
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来源期刊
Bulletin of the Seismological Society of America
Bulletin of the Seismological Society of America 地学-地球化学与地球物理
CiteScore
5.80
自引率
13.30%
发文量
140
审稿时长
3 months
期刊介绍: The Bulletin of the Seismological Society of America, commonly referred to as BSSA, (ISSN 0037-1106) is the premier journal of advanced research in earthquake seismology and related disciplines. It first appeared in 1911 and became a bimonthly in 1963. Each issue is composed of scientific papers on the various aspects of seismology, including investigation of specific earthquakes, theoretical and observational studies of seismic waves, inverse methods for determining the structure of the Earth or the dynamics of the earthquake source, seismometry, earthquake hazard and risk estimation, seismotectonics, and earthquake engineering. Special issues focus on important earthquakes or rapidly changing topics in seismology. BSSA is published by the Seismological Society of America.
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