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Analysis of time-frequency representation of Magnetic Barkhausen noise for the need of damage evaluation of steels elements

机译:需评估钢元素损伤的巴克豪森磁性噪声的时频表示分析

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摘要

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.
机译:Barkhausen噪声(BN)技术在无损检测钢状态或性能方面的应用范围正在不断扩大。但是,巴克豪森噪声的随机性迫使采用先进的数据处理技术来提取知识,从而可以对观察到的信号进行定量描述。许多因素会影响从时域和频域导出的BN信号的各种属性。因此,在特征提取过程中应同时考虑两种模式。在本文中,为了结合在时间和频率范围内提供的信息,对Barkhausen噪声信号的时频表示进行了详细分析,从而可以进行定量评估。介绍了该处理程序,并将其用于评估应力加载的钢样品的破坏进度。结果被显示和讨论。

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