基于改进变分模态分解的土木结构模态参数估计

IF 2.2 4区 工程技术 Q2 ENGINEERING, CIVIL
L. Zhi, Feng Hu, Chunfeng Zhao, Jingfeng Wang
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引用次数: 2

摘要

提出了一种改进的变分模态分解(IVMD)算法,用于基于非平稳响应的结构模态参数估计。在改进的VMD中,首先利用平均包络熵(MEE)和粒子群优化(PSO)确定最优分解参数,用于后续的VMD分析。然后利用VMD算法将非平稳数据分解为若干内禀模态函数(IMFs)。在获得基于IVMD的imf后,利用自然激励技术(NExT)和直接插值法(DI)可以确定土建结构的固有频率和阻尼比等结构模态参数。通过数值算例和全尺寸算例验证了该方法的可行性和准确性。从具有高噪声和非平稳特性的振动响应中,成功地识别出了固有频率和阻尼比。本研究的结果表明,所提出的程序提供了一个强有力的方法来识别土木结构的模态参数,使用非平稳响应。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modal parameter estimation of civil structures based onimproved variational mode decomposition
This paper proposes an improved variational mode decomposition (IVMD) algorithm for structural modal parameter estimation based on non-stationary responses. In this improved VMD, the mean envelope entropy (MEE) and particle swarm optimization (PSO) are first employed to determine the optimal decomposition parameters for the subsequent VMD analysis. Then the VMD algorithm is used to decompose the non-stationary data into a number of intrinsic mode functions (IMFs). After obtaining the IMFs based on the IVMD, structural modal parameters such as natural frequencies and damping ratios of civil structures can be determined by using Natural Excitation Technique (NExT) and Direct Interpolating approach (DI). The feasibility and accuracy of the proposed procedure are evaluated by both numerical and full-scale examples. The natural frequencies and damping ratios are successfully identified from the vibration responses with high noise and nonstationary characteristics. The results of this study illustrate that the proposed procedure provides a powerful approach to identify the modal parameters of civil structures using non-stationary responses.
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来源期刊
Structural Engineering and Mechanics
Structural Engineering and Mechanics 工程技术-工程:机械
CiteScore
3.80
自引率
18.20%
发文量
0
审稿时长
11 months
期刊介绍: The STRUCTURAL ENGINEERING AND MECHANICS, An International Journal, aims at: providing a major publication channel for structural engineering, wider distribution at more affordable subscription rates; faster reviewing and publication for manuscripts submitted; and a broad scope for wider participation. The main subject of the Journal is structural engineering concerned with aspects of mechanics. Areas covered by the Journal include: - Structural Mechanics - Design of Civil, Building and Mechanical Structures - Structural Optimization and Controls - Structural Safety and Reliability - New Structural Materials and Applications - Effects of Wind, Earthquake and Wave Loadings on Structures - Fluid-Structure and Soil-Structure Interactions - AI Application and Expert Systems in Structural Engineering. Submission of papers from practicing engineers is particularly encouraged.
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