杨迪雄

个人信息Personal Information

教授

博士生导师

硕士生导师

性别:男

毕业院校:大连理工大学

学位:博士

所在单位:力学与航空航天学院

学科:工程力学. 计算力学. 结构工程. 动力学与控制

办公地点:力学楼506 (Mechanics Building 506)

联系方式:yangdx@dlut.edu.cn

电子邮箱:yangdx@dlut.edu.cn

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Multifractal characteristic analysis of near-fault earthquake ground motions

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论文类型:期刊论文

发表时间:2015-05-01

发表刊物:SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

收录刊物:SCIE、EI

卷号:72

页面范围:12-23

ISSN号:0267-7261

关键字:Near-fault ground motions; Multi-scaling behavior; Multifractal detrended fluctuation analysis; Irregularity; Generalized Hurst exponent; Long-range correlation

摘要:This study aims to reveal the multi-scaling behavior and quantify the irregularity of near-fault earthquake ground motions from a new perspective of multifractal theory. Based on multifractal detrended fluctuation analysis, the multifractal characteristic parameters of acceleration time series for typical near-fault ground motions are calculated, and their correlations with two period parameters (i.e., mean period T-m and characteristic period T-c) and box-counting fractal dimensions are analyzed. Numerical results of strong nonlinear dependence of generalized Hurst exponents h(q) upon the fluctuation orders q indicate that near-fault ground motions present the multifractal properties and long-range correlation obviously. Furthermore, the scaling exponent h(2) of near-fault records has a strong correlation with their periods T-m and T-c, and strongly negative correlation with their box dimension. Moreover, h(2) can be regarded as a measure of frequency content and irregularity degree of strong earthquake ground motions. Finally, it is pointed out that the long-range correlation of small and large fluctuation is the major source of multifractality of near-fault ground motions. (C) 2015 Elsevier Ltd. All rights reserved.