基于钢构件损伤评估需要的磁巴克豪森噪声时频表示分析

G. Psuj, Michal Maciusowicz
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引用次数: 5

摘要

巴克豪森噪声(BN)技术在钢材状态或性能无损检测中的应用范围不断扩大。然而,巴克豪森噪声的随机性迫使我们使用先进的数据处理技术来提取知识,从而对观测到的信号进行定量描述。许多因素会影响时域和频域BN信号的各种特性。因此,在特征提取过程中,这两种模式都需要考虑。在本文中,为了结合时间和频率方面提供的信息,对巴克豪森噪声信号的时频表示进行了详细分析,以便进行定量评估。给出了处理程序,并将其应用于应力加载钢试样损伤过程的估计。给出了实验结果并进行了讨论。
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Analysis of time-frequency representation of Magnetic Barkhausen noise for the need of damage evaluation of steels elements
The application range of Barkhausen noise (BN) technique to nondestructive examination of steel condition or properties is constantly growing. However, the stochastic nature of Barkhausen's noise forces utilization of advanced data processing techniques to extract the knowledge allowing quantitative description of observed signals. Many factors can affect various properties of BN signals derived from time and frequency domain. Therefore, both modes should be considered during feature extraction process. In this paper, in order to combine the information provided in time and frequency regimes, a detailed analysis of time-frequency representation of Barkhausen noise signals allowing quantitative evaluation was carried out. The processing procedures were presented and utilized for estimation of damage progress of stress loaded steel samples. The results were shown and discussed.
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