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
Multifractal characteristic analysis of near-fault earthquake ground motions
点击次数:
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.