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Delamination localisation and length estimation in composite laminate beam by VSHM and pattern recognition methods

机译:基于VSHM和模式识别方法的复合层合梁脱层定位和长度估计。

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摘要

The focus of this work is to investigate the delamination damage in laminate composite beams, to fix a Vibration-based structural health monitoring (VSHM) method for the laminate structures. The analysis is concentrated on the vibration characteristics of the samples and, in particular, the attention is addressed on the first several natural frequencies of a composite laminate beam with a delamination damage. The core of this work is an experimental investigation on the vibration response of a composite laminate beam and its changes caused by delaminations with different sizes and in different locations of the beam. The study is divided in 3 sections: delamination detection, delamination localization, and delamination estimate. The aim is to determine how the first six harmonics frequencies change due to the delamination, and the results show that they can be successfully used to investigate the presence, the location and the dimensions of the delamination in a composite beam. A Pattern Recognition analysis is used to locate the damage, while the detection and the evaluation are done using the changes in the harmonic frequencies. A finite element analysis is performed, and the variations of the natural frequencies due to delamination are in good agreement with the experimental results.
机译:这项工作的重点是研究层压复合材料梁中的分层损伤,以修复层压结构基于振动的结构健康监测(VSHM)方法。分析集中在样品的振动特性上,尤其是将注意力放在具有分层破坏的复合层合梁的前几个固有频率上。这项工作的核心是对复合层压板梁的振动响应以及由分层的不同尺寸和不同位置处的分层引起的变化进行实验研究。该研究分为3个部分:分层检测,分层本地化和分层估计。目的是确定前六个谐波频率如何因分层而变化,结果表明它们可以成功地用于研究复合梁中分层的存在,位置和尺寸。模式识别分析用于确定损坏的位置,而检测和评估则使用谐波频率的变化进行。进行了有限元分析,并且分层引起的固有频率变化与实验结果非常吻合。

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