基于进化优化的地震加速度模拟小波模型选择研究

Daniela Dalla Chiesa, L. Miguel, J. D. Riera
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引用次数: 0

摘要

本文提出了一种基于进化优化算法的同时生成地震地面加速度三分量的数值计算方法。该方法允许确定由三种不同波形模拟的地震波序列,以产生地面地震加速度分量。每个波的参数,即振幅、频率、持续时间、到达时间和方向,都是用进化优化算法确定的。虽然作者还不知道在地震源产生特定初始波形的理论依据,无论是在破裂还是摩擦滑动的情况下,波形加速度分量原则上应该满足零最终速度的条件。后者是由反对称函数自动满足的物理限制,从而消除了纠正模拟加速度基线的需要。本文通过与实际地震记录的比较,确定了文献中提出的三种不同波形产生的模拟加速度图的拟合误差。在此基础上,给出了进化优化算法在工程应用中的期望误差估计。
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On the Selection of Wavelet Models in the Simulation of Seismic Accelerograms through Evolutionary Optimization
A numerical procedure, based on an evolutionary optimization algorithm, has been proposed by the authorsfor the simultaneous generation of the three components of the seismic ground acceleration. The methodology allowsthe determination of a train of seismic waves modeled by three different waveforms, for the generation of groundseismic acceleration components. The parameters of each wave, i.e., amplitude, frequency, duration, arrival time anddirection, are determined using an evolutionary optimization algorithm. Although no theoretical justification is knownby the authors for the generation, at the seismic source, of specific initial waveforms, both in case of fracture or ofsliding with friction, waveform acceleration components that satisfy the condition of zero final velocity should inprinciple be preferred. The latter is a physical restriction that is automatically satisfied by anti-symmetrical functions,thus eliminating the need to correct the baseline of simulated accelerograms. The error of fit of simulated accelerogramsgenerated by three different waveforms proposed in the literature was herein determined by comparison with actualseismic records. On that basis, estimations of the expected error of the evolutionary optimization algorithm inengineering applications are presented.
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