采用过滤白噪声模型的地震动时域降维表达
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P315.9;TU311.3

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国家自然科学基金资助项目(52478557,51978543,51778343,52108444);湖北省高等学校优秀中青年科技创新 团队计划项目(T2020010);地震科技星火计划项目(XH23065YA)


Dimension-reduction representation of seismic ground motion using filtered white noise model in time domain
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    摘要:

    随机地震动模拟一般有频域和时域两大类方法。本文基于单重过滤白噪声时域模型,建议了平稳地震动过 程和全非平稳地震动过程模拟的时域表达。本质上,时域表达可视为一系列标准正交随机变量所调制的确定性函 数的线性叠加,而正交随机变量集则可定义为随机正交函数形式来实现高效降维。为此,通过引入三类随机正交函 数,即非高斯型的 Legendre 正交多项式、Hartley 正交基和高斯型的 Hartley 正交基,均可实现仅用一个基本随机变 量在时域模型上精细表达地震动加速度过程。平稳地震动过程的数值算例表明了本文方法的有效性,且优于 Monte Carlo 方法;全非平稳地震动的算例分析则表明了本文方法的工程适用性。

    Abstract:

    There are two kinds of stochastic seismic ground motion simulation methods: frequency-domain methods and timedomain methods. Based on the time-domain model of single filtered white noise, this paper proposes the time-domain representa? tion for simulating stationary and non-stationary seismic ground motion processes. In essence, the time-domain representation can be regarded as linear superposition of deterministic functions modulated by a series of standard orthogonal random variables, and the set of orthogonal random variables is defined as the form of random orthogonal functions to achieve efficient dimension-reduc? tion. Therefore, by introducing three kinds of random orthogonal functions, i.e., Legendre orthogonal polynomial of non-Gaussian type, Hartley orthogonal basis and Hartley orthogonal elementary of Gaussian type, the acceleration process of seismic ground mo? tion can be accurately represented in the time-domain model with only one elementary random variable. Numerical examples of seis? mic stationary ground motion process show the effectiveness of the proposed method, which is superior to the Monte Carlo meth? od. The analysis of fully nonstationary seismic ground motion shows the engineering applicability of the proposed method.

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刘章军,范颖霏,姜云木,阮鑫鑫,刘子心.采用过滤白噪声模型的地震动时域降维表达[J].振动工程学报,2024,37(9):1493~1500.[LIU Zhang-jun, FAN Ying-fei, JIANG Yun-mu, RUAN Xin-xin, LIU Zi-xin. Dimension-reduction representation of seismic ground motion using filtered white noise model in time domain[J]. Journal of Vibration Engineering,2024,37(9):1493~1500.]

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  • 在线发布日期: 2024-10-17
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