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Lamb wave-based probabilistic fatigue life prediction for riveted lap joints

机译:基于羔羊波的铆接膝关节概率疲劳寿命预测

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摘要

This study presents a Lamb wave-based probabilistic fatigue life prediction for riveted lap joints.First, a brief introduction is given for the experiment of Lamb wave-based damage detection.Three damage sensitive features (correlation coefficient, amplitude change and phase change) are employed to correlate the fatigue crack size with Lamb wave signal.Then the probability of detection (POD) method is used to couple the actual crack size with the model predictions using Lamb wave signal.Considering the uncertainties of the initial crack size and crack growth parameters, Bayesian method and Markov Chain Monte Carlo (MCMC) simulation are applied to obtain the probabilistic fatigue life.In order to verify the reliability of the proposed probabilistic fatigue life prediction procedure, one set of experimental data is used for validation purpose.
机译:本研究提出了一种基于Lamb波的铆接搭接接头概率疲劳寿命预测方法。首先,简要介绍了基于Lamb波的损伤检测实验。相关的三个损伤敏感特征是:相关系数,振幅变化和相变。首先用疲劳概率将裂纹尺寸与Lamb波信号相关联,然后使用检测概率(POD)方法将实际裂纹尺寸与使用Lamb波信号进行模型预测相结合。考虑初始裂纹尺寸和裂纹扩展参数的不确定性运用贝叶斯方法和马尔可夫链蒙特卡洛模拟(MCMC)来获得概率疲劳寿命。为了验证所提出的概率疲劳寿命预测程序的可靠性,采用一组实验数据进行验证。

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