首页 | 官方网站   微博 | 高级检索  
     

基于二维连续小波变换与数据融合技术的逆有限元法-伪激励法结构损伤识别方法
引用本文:徐浩,沙刚刚,李腾腾,李建乐,武湛君. 基于二维连续小波变换与数据融合技术的逆有限元法-伪激励法结构损伤识别方法[J]. 复合材料学报, 2021, 38(10): 3564-3572. DOI: 10.13801/j.cnki.fhclxb.20210115.001
作者姓名:徐浩  沙刚刚  李腾腾  李建乐  武湛君
作者单位:大连理工大学 工业装备结构分析国家重点实验室,大连116024;河海大学 力学与材料学院,南京211100
基金项目:国家自然科学基金 (12072056)
摘    要:在逆有限元法(iFEM)与伪激励法(PE)相结合的损伤识别方法框架下,通过引入二维连续小波变换与数据融合技术,增强了iFEM-PE方法的抗噪能力及工程适用性。通过算例分析可知,iFEM能够借助有限应变测量数据实时准确地重构结构位移,进而使PE方法摆脱了对在线位移测量的依赖。另一方面,PE法对结构损伤具有高敏感性,适用于损伤的精确定位与定量。针对iFEM-PE方法对噪声的敏感性,二维连续小波变换可以在时频域实现信号联合分析,加强损伤特征并抑制噪音。另一方面,数据融合技术通过对不同工况下损伤识别结果的综合处理,有效提升了损伤识别的适用性与稳定性。结果显示,以上方法在噪音影响下可对复合材料结构的分层损伤进行精确定位。 

关 键 词:结构健康监测  逆有限元方法  结构振动  二维连续小波变换  数据融合
收稿时间:2020-10-08

Structure damage identification method of inverse finite element method-pseudo-excitation method based on 2D continuous wavelet transform and data fusion technology
Affiliation:1.State Key Laboratory of Structural Analysis for Industrial Equipment, Dalian University of Technology, Dalian 116024, China2.College of Mechanics and Materials, Hohai University, Nanjing 211100, China
Abstract:The two-dimensional continuous wavelet transform (2D-CWT) and data fusion technique to enhance the noise immunity and engineering applicability of the framework of damage called iFEM-PE method which combines the inverse finite element method (iFEM) and pseudo-excitation method (PE) to identify damage were introduced. The example analyses show that iFEM can reconstruct the structural displacement accurately in real time with the finite strain measurement data, which makes the PE method get rid of the dependence of online displacement measurement. On the other hand, PE method has high sensitivity to structural damage, which is suitable for accurate location and quantification of damage. Because the iFEM-PE method is sensitive to the noise, 2D-CWT can realize joint signal analysis in time and frequency domain, strengthen damage characteristics and suppress noise. Moreover, data fusion technology effectively improves the applicability and stability of damage identification through the comprehensive processing of damage identification results under different working conditions. The results show that the above methods can accurately locate the delamination damage of composite structures under the influence of noise. 
Keywords:
本文献已被 万方数据 等数据库收录!
点击此处可从《复合材料学报》浏览原始摘要信息
点击此处可从《复合材料学报》下载免费的PDF全文
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司    京ICP备09084417号-23

京公网安备 11010802026262号