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基于经验模态分解的速度脉冲型地震动量化识别

EMD-BASED QUANTITATIVE CATEGORIZATION FOR VELOCITY PULSE-LIKE GROUND MOTIONS

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【作者】 杨成唐泽楠常志旺黄国庆徐腾飞

【Author】 YANG Cheng;TANG Ze-nan;CHANG Zhi-wang;HUANG Guo-qing;XU Teng-fei;National Engineering Laboratory for Technology Geological Disaster Prevention in Land Transportation,Southwest Jiaotong University;Key Laboratory of New Technology for Construction of Cities in Mountain Area,Chongqing University;

【机构】 西南交通大学陆地交通地质灾害防治技术国家工程实验室重庆大学山地城镇建设与新技术教育部重点实验室

【摘要】 对近场速度脉冲型地震而言,其速度时程的主脉冲形状通常是不对称的,为了克服该现象对量化识别速度脉冲型地震动带来的影响,基于经验模态分解(EMD)良好的自适应分解能力,该文建立了以本征模态函数(IMF)重构为基础的速度脉冲量化识别方法。使用该方法进行信号重构之后,能够有效实现信号的去噪平滑,进而通过峰点法(PPM)较为准确地确定脉冲周期,最终通过其能量大小定义脉冲特征,该文还将该方法拓展到了多脉冲识别,并在脉冲方向的显著性方面进行了验证。研究结果表明:相比其他手段,基于IMF重构的脉冲量化识别方法能够更有效地识别不对称脉冲记录,具有更好的工程适用性。

【Abstract】 The configurational asymmetry of main pulses always hinders the quantitative identification for near fault pulse-like earthquake records. On account of adaptive decomposition capacity provided by the empirical mode decomposition(EMD), a method using the Intrinsic Mode Function(IMF) reconstruction was presented in this paper for pulse-like identification. An IMF reconstruction approach was developed to denoise and smooth the signal, then the peak-point method(PPM) was applied to define the period of single main pulse, and the energy of single pulse was the ultimate step to identify pulse-like ground motion and the corresponding criteria were composed. Furthermore, the approach was extended to the identification for multi-pulses-like records. Finally, pulse-like significance in arbitrary orientations was tested to verify the method. Results show that the proposed method is more applicable in earthquake engineering due to its advantages in configurational asymmetrical pulse determination.

【基金】 国家自然科学基金项目(51378432,51308468);青年千人计划项目
  • 【文献出处】 工程力学 ,Engineering Mechanics , 编辑部邮箱 ,2017年04期
  • 【分类号】P315.9
  • 【被引频次】32
  • 【下载频次】344
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