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基于CEEMD和统计参数的斜拉桥损伤识别方法研究
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作者 刘杰 丁雪 +2 位作者 刘庆宽 王海龙 卜建清 《振动与冲击》 EI CSCD 北大核心 2024年第19期326-336,共11页
为解决仅使用互补集成经验模态分解(complementary ensemble empirical mode decomposition,CEEMD)方法的斜拉桥信号分解存在含噪固有模态函数(intrinsic mode function,IMF)分量且不能进行损伤定量的问题,提出了一种基于CEEMD与统计参... 为解决仅使用互补集成经验模态分解(complementary ensemble empirical mode decomposition,CEEMD)方法的斜拉桥信号分解存在含噪固有模态函数(intrinsic mode function,IMF)分量且不能进行损伤定量的问题,提出了一种基于CEEMD与统计参数方法相结合的斜拉桥损伤识别方法。该方法基于CEEMD方法对斜拉桥动力响应信号进行自适应性分解,确定适用的白噪声幅值标准差并推导CEEMD方法的集成次数,得到各阶IMF分量;采用欧氏距离对分解的IMF分量进行谱系聚类分析以避免模态混叠现象;采用峰度统计参数的有效权重峰度指标方法滤除含噪IMF分量,提取有效IMF分量并重构为有效IMF分量和;利用变异系数统计参数、二阶中心差分法和泰勒展开式推导损伤定位指标,根据四阶统计矩峰度统计参数推导损伤定量指标。用所提方法对某斜拉桥进行损伤识别研究,结果表明:仿真分析的损伤定位识别精度为100%,损伤定量最大误差为1.80%;在高斯白噪声干扰下,损伤定位不受影响,损伤定量最大误差为1.88%;进行实桥的损伤识别,结果表明实桥主梁无损伤。 展开更多
关键词 斜拉桥 损伤识别方法 互补集成经验模态分解(CEEMD) 统计参数 损伤定量 噪声干扰
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建筑施工管道挖掘机挖掘施工损伤识别方法研究
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作者 李振宗 《建筑机械》 2023年第5期78-81,85,共5页
本文以聚乙烯材料管道为例,通过Prony级数模拟管道材料的粘弹性,得到管道瞬态松弛模量的同时,确定管道材料参数与模型建立;根据自由等幅振动系统的振动方程,确定质量矩阵与刚度矩阵,实现基于模态应变的管道损伤识别。测试结果表明:对损... 本文以聚乙烯材料管道为例,通过Prony级数模拟管道材料的粘弹性,得到管道瞬态松弛模量的同时,确定管道材料参数与模型建立;根据自由等幅振动系统的振动方程,确定质量矩阵与刚度矩阵,实现基于模态应变的管道损伤识别。测试结果表明:对损伤识别方法优化后,检测到发生损伤管道的平均应力应变为259.17Pa;并且当损伤程度分别为10%、30%以及50%时,管道内部压力峰值分别为4MPa、4.3MPa与5.1MPa,可见优化后的方法可以提高损伤识别的准确程度。 展开更多
关键词 建筑施工 管道挖掘机 挖掘施工 损伤识别方法
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基于振动信号分析的结构损伤识别方法 被引量:2
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作者 薛景宏 逯广东 李涛 《大庆石油学院学报》 CAS 北大核心 2005年第5期72-76,共5页
根据近期文献,总结了结构损伤识别的一些方法,包括基于固有频率变化的损伤识别方法、基于振型变化的损伤识别方法、基于柔度变化的损伤识别方法、模型修正法、时频分析方法、基于环境激励的损伤识别方法、人工神经网络方法,指出了今后... 根据近期文献,总结了结构损伤识别的一些方法,包括基于固有频率变化的损伤识别方法、基于振型变化的损伤识别方法、基于柔度变化的损伤识别方法、模型修正法、时频分析方法、基于环境激励的损伤识别方法、人工神经网络方法,指出了今后的发展趋势. 展开更多
关键词 结构健康诊断 结构损伤识别方法 结构振动信号分析
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基于动力特性的复合支柱绝缘子节点损伤识别方法研究
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作者 冯国栋 张若愚 《山西建筑》 2020年第19期43-46,共4页
以支柱类复合电气设备为研究对象,分析了结构损伤对其自振频率、振型等动力特性的影响,并通过预设损伤,运用基于动力特性的识别方法进行损伤识别分析。结果表明,绝缘子节点发生损伤会导致结构自振频率降低,且节点损伤程度越大,结构自振... 以支柱类复合电气设备为研究对象,分析了结构损伤对其自振频率、振型等动力特性的影响,并通过预设损伤,运用基于动力特性的识别方法进行损伤识别分析。结果表明,绝缘子节点发生损伤会导致结构自振频率降低,且节点损伤程度越大,结构自振频率下降幅度也增大。通过损伤前后结构自振频率变化的平方比可快速准确定位绝缘子节点损伤位置,而采用基于振型曲率模态的损伤识别方法,不仅可以识别出支柱绝缘子发生损伤的位置,还可以判断其损伤程度。 展开更多
关键词 复合支柱绝缘子 动力特性 弯曲刚度 损伤识别方法
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土木工程结构的性能监测系统与损伤识别方法
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作者 高望清 《中文科技期刊数据库(文摘版)工程技术》 2022年第11期198-200,共3页
近几年来,土木工程结构的性能监测在信息技术、智能化趋势等的支持下进行了更新和完善,为提高结构的稳定性能和精确识别结构损伤提供了技术支持。需要技术人员和系统设计人员对此引起高度重视,在做好本职工作的基础上,深入研究相关系统... 近几年来,土木工程结构的性能监测在信息技术、智能化趋势等的支持下进行了更新和完善,为提高结构的稳定性能和精确识别结构损伤提供了技术支持。需要技术人员和系统设计人员对此引起高度重视,在做好本职工作的基础上,深入研究相关系统和技术设计、应用要点,助力土木工程结构监测和安全评估工作的顺利开展。鉴于此,本文围绕土木工程结构的性能监测系统和损伤识别工作,重点分析了三个相关系统技术方法。 展开更多
关键词 土木工程 结构性能 监测系统 损伤识别方法
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桥梁健康监测中的关键性问题和损伤识别方法 被引量:11
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作者 郭健 孙炳楠 《公路》 北大核心 2006年第4期108-116,共9页
针对大型桥梁结构健康监测的特点,分析了桥梁健康监测中的关键性问题。阐述了几种传统的损伤识别方法,并介绍了一些新兴理论在损伤识别中的应用,分析了不同损伤识别方法的特点。最后提出基于多传感器信息融合的桥梁结构损伤识别策略,并... 针对大型桥梁结构健康监测的特点,分析了桥梁健康监测中的关键性问题。阐述了几种传统的损伤识别方法,并介绍了一些新兴理论在损伤识别中的应用,分析了不同损伤识别方法的特点。最后提出基于多传感器信息融合的桥梁结构损伤识别策略,并对桥梁健康监测中损伤识别的发展进行了展望。 展开更多
关键词 桥梁工程 健康监测 损伤识别方法
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土木工程结构的性能监测系统与损伤识别方法研究 被引量:4
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作者 赵素艳 《工业技术创新》 2016年第2期266-268,共3页
为提升土木工程结构的稳定性能,土木工程结构的损伤识别及性能监测系统尤为重要,我国土木工程结构的性能监测系统和损伤识别方法亟需提高。为此本文阐述了土木工程结构性能特点及其监测系统需求,研究了土木工程结构损伤识别的问题,分析... 为提升土木工程结构的稳定性能,土木工程结构的损伤识别及性能监测系统尤为重要,我国土木工程结构的性能监测系统和损伤识别方法亟需提高。为此本文阐述了土木工程结构性能特点及其监测系统需求,研究了土木工程结构损伤识别的问题,分析了土木工程结构的性能监测系统与损伤识别方法,并提出了对应的解决建议。 展开更多
关键词 土木工程 结构性能监测 损伤识别方法
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基于三维激光扫描仪的高层建筑梁柱节点损伤识别方法
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作者 吴宇静 张馨予 +3 位作者 林锦眉 宋军 王晓轩 陈静 《自动化与仪器仪表》 2022年第10期226-230,共5页
高层建筑梁柱节点一旦出现损伤,将直接影响建筑结构的可靠性、安全性。基于上述背景,提出一种基于三维激光扫描仪的高层建筑梁柱节点损伤识别方法。方法以三维激光扫描仪采集到的点云数据作为改进神经网络模型的输入,以损伤类型为输出,... 高层建筑梁柱节点一旦出现损伤,将直接影响建筑结构的可靠性、安全性。基于上述背景,提出一种基于三维激光扫描仪的高层建筑梁柱节点损伤识别方法。方法以三维激光扫描仪采集到的点云数据作为改进神经网络模型的输入,以损伤类型为输出,得出损伤识别类型。结果表明:所研究方法的识别结果与实际结果一致,说明该方法具有应用价值。 展开更多
关键词 三维激光扫描仪 高层建筑 梁柱节点 改进神经网络模型 损伤识别方法
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桥梁结构健康监测与损伤识别技术
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作者 仇雪 《建筑与装饰》 2024年第23期112-114,共3页
本文深入探讨了桥梁结构健康监测与损伤识别技术的理论与实践,强调了其在确保桥梁结构安全运营中的重要作用,并综述了国内外在该领域的研究现状。文章详细阐述了桥梁结构健康监测技术的基本原理、监测参数的选择与测量技术,以及监测系... 本文深入探讨了桥梁结构健康监测与损伤识别技术的理论与实践,强调了其在确保桥梁结构安全运营中的重要作用,并综述了国内外在该领域的研究现状。文章详细阐述了桥梁结构健康监测技术的基本原理、监测参数的选择与测量技术,以及监测系统的构建与运行方法。在损伤识别技术方面,文章从理论基础出发,探讨了损伤识别的基本原理。本文旨在为桥梁结构健康监测与损伤识别技术的研究与应用提供理论支持和实践指导。 展开更多
关键词 桥梁结构 健康监测 损伤识别 监测技术 损伤识别方法
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An Application of Damage Detection Methods to A Real World Structure Subjected to Ground Motion Excitation
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作者 Francesco Cavalieri Maura Imbimbo Raimondo Betti 《Journal of Civil Engineering and Architecture》 2012年第3期280-299,共20页
This paper aims at investigating the efficacy of different state-of-art damage detection methods when applied to real worm structures subjected to ground motion excitations, for which the literature contributions are,... This paper aims at investigating the efficacy of different state-of-art damage detection methods when applied to real worm structures subjected to ground motion excitations, for which the literature contributions are, at present, still not fully comprehensive. To this purpose the paper analyses two test structures: (1) a four-story scaled steel frame tested on a shake table in a controlled laboratory conditions, and (2) a seven-story reinforced concrete building monitored during the seismic excitations of the 1999 Chi-Chi (Taiwan) Earthquake main shock and numerous fore and afiershocks. Some model based damage approaches and statistics based damage indexes are reviewed. The different methodologies and indexes are, then, applied to the two test structures with the final aim of analysing their performance and validity within the case of a laboratory scaled model and a real world structure subjected to input ground motion. 展开更多
关键词 Identification DAMAGE model STATISTICAL data-driven.
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Three-Step Damage Identification Method Based on Dynamic Characteristics
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作者 孙国帅 柳春光 +1 位作者 张士博 郝二通 《Transactions of Tianjin University》 EI CAS 2014年第5期379-384,共6页
A three-step damage identification method based on dynamic characteristics is proposed to improve the structure reliability and security and avoid serious accident. In the proposed method, the frequency and difference... A three-step damage identification method based on dynamic characteristics is proposed to improve the structure reliability and security and avoid serious accident. In the proposed method, the frequency and difference of modal curvature(DMC) are used as damage indexes. Firstly, the detection of the occurrence of damage is addressed by the frequency or the square of frequency change. Then the damage location inside the structure is measured by the DMC. Finally, with the stiffness reduction rate as a damage factor, the amount of damage is estimated by the optimization algorithm. The three-step damage identification method has been validated by conducting the simulation on a cantilever beam and the shaking table test on a submerged bridge. The results show that the method proposed in this paper can effectively solve the damage identification problem in theory and engineering practice. 展开更多
关键词 damage identification dynamic characteristics FREQUENCY difference of modal curvature optimization algorithm shaking table test
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Damage Identification in Footbridges from Natural Frequency Measurements
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作者 Ivana Mekjavic Domagoj Damjanovic 《Journal of Civil Engineering and Architecture》 2015年第8期919-925,共7页
The present study aims to develop a robust structural damage identification method that can be used for the evaluation of bridge structures. An approach for the structural damage identification based on the measuremen... The present study aims to develop a robust structural damage identification method that can be used for the evaluation of bridge structures. An approach for the structural damage identification based on the measurement of natural frequencies is presented. The structural damage model is assumed to be associated with a reduction of a contribution to the element stiffness matrix equivalent to a scalar reduction of the material modulus. A computational procedure for the direct iteration technique based on the non-linear perturbation theory is proposed to identify structural damage. The presented damage identification technique is applied to the footbridge over the Slunjcica River near Slunj to demonstrate the effectiveness of the proposed approach. Using a limited number of measured natural frequencies, reduction in the stiffness of up to 100% at multiple sites is detected. The results indicate that the proposed approach can be successful in not only predicting the location of damage but also in determining the extent of structural damage. 展开更多
关键词 FOOTBRIDGES damage identification natural frequency measurements.
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Damage identification method of girder bridges based on finite element model updating and modal strain energy 被引量:12
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作者 NIU Jie ZONG Zhou Hong CHU Fu Peng 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2015年第4期701-711,共11页
A timely and accurate damage identification for bridge structures is essential to prevent sudden failures/collapses and other catastrophic accidents.Based on response surface model(RSM)updating and element modal strai... A timely and accurate damage identification for bridge structures is essential to prevent sudden failures/collapses and other catastrophic accidents.Based on response surface model(RSM)updating and element modal strain energy(EMSE)damage index,this paper proposes a novel damage identification method for girder bridge structures.The effectiveness of the proposed damage identification method is investigated using experiments on four simply supported steel beams.With Xiabaishi Bridge,a prestressed continuous rigid frame bridge with large span,as the engineering background,the proposed damage identification method is validated by using numerical simulation to generate different bearing damage scenarios.Finally,the efficiency of the method is justified by considering its application to identifying cracking damage for a real continuous beam bridge called Xinyihe Bridge.It is concluded that the EMSE damage index is sensitive to the cracking damage and the bearing damage.The locations and levels of multiple cracking damages and bearing damages can be also identified.The results illuminate a great potential of the proposed method in identifying damages of real bridge structures. 展开更多
关键词 damage identification response surface model finite element model updating element modal strain energy damage index girder bridge
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Acoustic emission characterization methods of damage modes identification on carbon fiber twill weave laminate 被引量:5
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作者 HAN WenQin ZHOU JinYu 《Science China(Technological Sciences)》 SCIE EI CAS 2013年第9期2228-2237,共10页
In order to get a deep understanding of composite failure mechanisms, the new advanced signal processing methodologies are established for the analysis of the large number of acoustic emission (AE) data obtained from ... In order to get a deep understanding of composite failure mechanisms, the new advanced signal processing methodologies are established for the analysis of the large number of acoustic emission (AE) data obtained from the quasi-static tension test of carbon fiber twill weave composite. For this purpose, AE signals have been collected and post-processed for tension test, and are analyzed with three signal processing methods: Empirical Mode Decomposition (EMD), Hilbert-Huang Transform (HHT) and modified energy entropy algorithm. AE signals can be decomposed into a set of Intrinsic Mode Functions (IMF) components, results from this study reveal that the peak frequency of IMF components based on Fast Fourier Transform (FFT) corresponds to different damage mechanisms of composite. HHT of AE signals can clearly express the frequency distribution of IMF component in time-scale in different damage stages, and can calculate accurate instantaneous frequency for damage modes recognition. The energy entropy based on EMD is introduced to act as a new relevant descriptor of composite damage modes in order to improve the characterization and the discrimination of the damage mechanisms. 展开更多
关键词 carbon fiber twill weave composite acoustic emission EMD HHT energy entropy
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Substructure isolation and damage identification using free responses 被引量:2
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作者 HOU JiLin JANKOWSKI Lukasz OU JinPing 《Science China(Technological Sciences)》 SCIE EI CAS 2014年第9期1698-1706,共9页
Structural health monitoring (SHM) has become a hot and intensively researched field in civil engineering. Thereinto, damage identification play an important role in maintaining structural integrity and safety. Many... Structural health monitoring (SHM) has become a hot and intensively researched field in civil engineering. Thereinto, damage identification play an important role in maintaining structural integrity and safety. Many effective methods have been proposed for damage identification. However, accurate global identification of large real-world structures is not easy due to their com- plex and often unknown boundary conditions, nonlinear components, insensitivity of glohal response to localized damages, etc. Furthermore, global identification often requires lots of sensors and involves large number of unknowns. This is costly, rarely feasible in practice, and usually yields severely ill-conditioned identification problems. Substructuring approach is a possible solution: substructuring methods can focus on local small substructures; they need only a few sensors placed on the substruc- ture and yield smaller and numerically much more feasible identification problems. This paper proposed an improved sub- structure method using local free response for substructure damage identification. The virtual supports are constructed by Sub- structure Isolation Method (SIM) using the linear combination of the substructural responses. The influence of the global errors is isolated by adding the virtual supports on the main degree of freedoms (DOFs) of the substructure. Through the correlation analysis, the substructural modes are selected and used for damage identification of the substructure. A plain model of cable stayed bridge is used for the verification of the proposed method. 展开更多
关键词 structural health monitoring (SHM) damage identification SUBSTRUCTURE cable stayed bridge free response
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